Timeline / Data.gov — Environment Datasets
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Evidence
| Source | Data.gov — Environment Datasets |
|---|---|
| Agency | Data.gov |
| URL | https://api.gsa.gov/technology/datagov/v4/search?q=environment&sort=last_harvested_date&per_page=100&api_key=${DATAGOV_API_KEY} |
| Observed by | Civic Memory, directly, on 2026-09-27T06:29:55+00:00 |
| Content type | application/json |
| Current object |
17204f70e35951875725708e7bbeac821e09f4025a9b3044434df2f0b6111be3
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| Previous object |
2fe22139fbb35ed44e3a500a38a27b2e6c42cabbaee38a134922fddcf79d9aad
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metadata
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What changed derived
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civic-memory.diff_engine 1.1.0 at
2026-09-27T06:29:55+00:00 by normalizing the two archived objects above. The
objects are authoritative; this reading of them can be regenerated or deleted
without loss. 5531 line(s) added, 5619 line(s) removed.
--- previous +++ current @@ -1,13 +1,13 @@ { - "after": "WzE3OTA0NTk3OTkzMzgsOC42MTY2NjksNCwiZGNlODUzZDYtZGM5ZS00NDZkLWIxMzctNDE5ZTM5ZmU4ZDc1Il0=", + "after": "WzE3OTA0NjcxOTQzODYsMTAuNzM3NiwyLCI0NDY4NzQ0Yi01ODE2LTQyOTMtYWY4Yi00ZTMxYmMxMmNmMzQiXQ==", "results": [ { - "_score": 9.090582, + "_score": 10.050268, "_sort": [ - 1790468568281, - 9.090582, + 1790472756481, + 10.050268, 0, - "9a44ec6a-2711-42d6-9712-d9a966061200" + "d2a41847-8a2e-4d32-b875-f8b738c3d850" ], "dcat": { "accessLevel": "public", @@ -16,14 +16,14 @@ ], "contactPoint": { "@type": "vcard:Contact", - "fn": "Katherine Warnell", - "hasEmail": "mailto:katie.warnell@duke.edu" - }, - "description": "Wild insect pollination has significant positive effects on pollinator-dependent crop production. To assess the spatial distribution of potential wild insect pollination, we mapped the supply of potential wild pollinator habitat (forest, grassland, wetland, and shrubland land cover types) based on the 2011 National Land Cover Dataset.", + "fn": "Jacob A Fleck", + "hasEmail": "mailto:jafleck@usgs.gov" + }, + "description": "Little is known about mercury concentrations at bay margins, and how climate change, including changes in temperature and precipitation, will affect mercury exposure and methylmercury (MeHg) production. In addition, the San Francisco South Bay Salt Ponds Restoration Program (SBSPRP) needs more efficient and effective mercury monitoring approaches at larger spatial scales to understand changes in mercury at a regional level. The goal of this new project, a collaboration between the USGS Western Geographic Science Center, Water Mission Area, and the California Water Science Center (CAWSC), is to develop the capacity to map total mercury (THg) and MeHg in South San Francisco Bay (SFB) through the satellite remote sensing (Sentinel-2) of two known mercury indicators: total suspended solids (TSS) and colored dissolved organic matter (CDOM). In addition to quantifying the accuracy of this approach, this research aims in South SFB using the Sentinel-2 satellite in order to 1) improve understanding of region-wide mercury spatial and temporal trends associated with weather events and wetland restoration management activities, and 2) improve mercury monitoring efficiencies and capabilities moving forward. One main project objective is to assess the capacity to detect anomalies in remotely sensed TSS, CDOM, and mercury species associated with recent weather events or restoration activities through time series analysis. \nThe optical measurements reported here were collected to aid in the characterization of water sources and mixtures and establish proxies (surrogates) for mercury and methylmercury concentrations and to provide ground-truthing for remotely sensed models of dissolved organic carbon (DOC) concentrations. Data are compiled into five tables: 1) full fluorescence spectra in vectorized format (LSB_Hg_RS_EEMs_vectors.csv), 2) full absorbance spectra for 1 centimeter (cm) path measurements (LSB_Hg_RS_1cm_ABS_scans.csv), 3) full absorbance spectra for 10 cm path measurements (SSFB_Hg_RS_10cm_ABS_scans.csv), 4) absorption coefficients derived from the 10cm path measurements (SSFB_Hg_RS_10cm_ag_scans.csv), and 5) summary file of commonly extracted optical indicators and calculated wavelength-array values derived from the optical data that correspond to arrays measured by field-based sensors for use in statistical analyses and model development (LSB_Hg_RS_OMRL_Sample_Summary.csv).", "distribution": [ { "@type": "dcat:Distribution", - "accessURL": "https://doi.org/10.21429/69zz-7f78", + "accessURL": "https://doi.org/10.5066/P13JOXXA", "description": "Landing page for access to the data", "format": "XML", "mediaType": "application/http", @@ -32,13 +32,949 @@ { "@type": "dcat:Distribution", "description": "The metadata original format", - "downloadURL": "https://data.usgs.gov/datacatalog/metadata/USGS.5d167421e4b0941bde5d9121.xml", + "downloadURL": "https://data.usgs.gov/datacatalog/metadata/USGS.6a1f4a72b66b018da518f7ee.xml", "format": "XML", "mediaType": "text/xml", "title": "Original Metadata" } ], - "identifier": "http://datainventory.doi.gov/id/dataset/USGS_5d167421e4b0941bde5d9121", + "identifier": "http://datainventory.doi.gov/id/dataset/USGS_6a1f4a72b66b018da518f7ee", + "keyword": [ + "Absorbance", + "Aqualog", + "Dissolved Organic Matter", + "Fluorescence", + "Hydrology", + "USGS:6a1f4a72b66b018da518f7ee", + "Water Quality", + "environment", + "geoscientificInformation" + ], + "modified": "2026-09-22T00:00:00Z", + "publisher": { + "@type": "org:Organization", + "name": "U.S. Geological Survey" + }, + "spatial": "-122.4200, 37.4000, -121.9000, 37.6400", + "theme": [ + "geospatial" + ], + "title": "Optical measurements for surface water samples collected within South San Francisco Bay in support of mercury modeling" + }, + "description": "Little is known about mercury concentrations at bay margins, and how climate change, including changes in temperature and precipitation, will affect mercury exposure and methylmercury (MeHg) production. 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In addition to quantifying the accuracy of this approach, this research aims in South SFB using the Sentinel-2 satellite in order to 1) improve understanding of region-wide mercury spatial and temporal trends associated with weather events and wetland restoration management activities, and 2) improve mercury monitoring efficiencies and capabilities moving forward. One main project objective is to assess the capacity to detect anomalies in remotely sensed TSS, CDOM, and mercury species associated with recent weather events or restoration activities through time series analysis. \nThe optical measurements reported here were collected to aid in the characterization of water sources and mixtures and establish proxies (surrogates) for mercury and methylmercury concentrations and to provide ground-truthing for remotely sensed models of dissolved organic carbon (DOC) concentrations. 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The objective of this research was to better understand some of the ecological implications of mangrove forest migration and salt marsh displacement. The potential ecological effects of mangrove migration are diverse ranging from important biotic impacts (e.g., coastal fisheries, land bird migration; colonial nesting wading birds) to ecosystem stability (e.g., response to sea level rise and drought; habitat loss; coastal protection) to biogeochemical processes (e.g., carbon storage; water quality). In this research, our focus was on the impact of mangrove forest migration on coastal wetland soil processes and the consequent implications for coastal wetland responses to sea level rise, ecosystem resilience, and carbon storage. 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We quantified relationships between plant community composition and structure, soil and porewater physicochemical properties, hydroperiod, and climatic conditions. The suite of measurements that we collected provide initial insights into how different geographic areas of an ecotone, with different environmental conditions, may be impacted by mangrove forest expansion and development, and how these changes may alter the supply of specific ecosystem goods and services. 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The objective of this research was to better understand some of the ecological implications of mangrove forest migration and salt marsh displacement. The potential ecological effects of mangrove migration are diverse ranging from important biotic impacts (e.g., coastal fisheries, land bird migration; colonial nesting wading birds) to ecosystem stability (e.g., response to sea level rise and drought; habitat loss; coastal protection) to biogeochemical processes (e.g., carbon storage; water quality). In this research, our focus was on the impact of mangrove forest migration on coastal wetland soil processes and the consequent implications for coastal wetland responses to sea level rise, ecosystem resilience, and carbon storage. Our study specifically addressed the following questions: (1) How do ecological processes and ecosystem properties differ between salt marshes and mangrove forests; (2) As mangrove forests develop, how do their ecosystem properties change and how do these properties compare to salt marshes; (3) How do plant-soil interactions across mangrove forest structural gradients differ among three distinct locations that span the northern Gulf of Mexico; and (4) What are the implications of mangrove forest encroachment and development into salt marsh in terms of soil development, carbon and nitrogen storage, and soil strength? To address these questions, we utilized the salt marshes and natural mangrove forest structural gradients present at three distinct locations in the northern Gulf of Mexico: Cedar Key (Florida), Port Fourchon (Louisiana), and Port Aransas (Texas). Each of these locations represents a distinct combination of climate-driven abiotic conditions. We quantified relationships between plant community composition and structure, soil and porewater physicochemical properties, hydroperiod, and climatic conditions. The suite of measurements that we collected provide initial insights into how different geographic areas of an ecotone, with different environmental conditions, may be impacted by mangrove forest expansion and development, and how these changes may alter the supply of specific ecosystem goods and services. 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Canopy metrics, including canopy height, total gap area, mean distance to canopy, canopy closure, leaf area index, non-directional edginess, canopy edginess with a southern aspect, and canopy edginess with a northern aspect were defined using aerial lidar data for the San Juan Mountains and can be found in an affiliated data release titled, ‘High Resolution Canopy Structure and Density Metrics for Southwest Colorado Derived from 2019 Aerial Lidar.’ These metrics are also included herein for the 311 surveyed points.", + "distribution": [ + { + "@type": "dcat:Distribution", + "accessURL": "https://doi.org/10.5066/P1EAGT6Y", + "description": "Landing page for access to the data", + "format": "XML", + "mediaType": "application/http", + "title": "Digital Data" + }, + { + "@type": "dcat:Distribution", + "description": "The metadata original format", + "downloadURL": "https://data.usgs.gov/datacatalog/metadata/USGS.66b164fed34e5d7d928b1190.xml", + "format": "XML", + "mediaType": "text/xml", + "title": "Original Metadata" + } + ], + "identifier": "http://datainventory.doi.gov/id/dataset/USGS_66b164fed34e5d7d928b1190", + "keyword": [ + "San Juan Mountains", + "Southwest Colorado", + "USGS:66b164fed34e5d7d928b1190", + "canopy density", + "canopy structure", + "environment", + "precipitation (atmospheric)", + "snow depth", + "snow water equivalent" + ], + "modified": "2024-09-10T00:00:00Z", + "publisher": { + "@type": "org:Organization", + "name": "U.S. Geological Survey" + }, + "spatial": "-107.765923, 37.697812, -107.756824, 37.704060", + "theme": [ + "geospatial" + ], + "title": "Snow Measurements in Specific Canopy Structure Regimes for April 9, 2024, North of Coal Creek, San Juan Mountains, Colorado, USA" + }, + "description": "These data include snow depth and snow water equivalent (SWE) for a field campaign on April 9, 2024. 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Canopy metrics, including canopy height, total gap area, mean distance to canopy, canopy closure, leaf area index, non-directional edginess, canopy edginess with a southern aspect, and canopy edginess with a northern aspect were defined using aerial lidar data for the San Juan Mountains and can be found in an affiliated data release titled, ‘High Resolution Canopy Structure and Density Metrics for Southwest Colorado Derived from 2019 Aerial Lidar.’ These metrics are also included herein for the 311 surveyed points.", + "distribution_titles": [ + "Digital Data", + "Original Metadata" + ], + "harvest_record": "https://catalog.data.gov/harvest_record/c1fd65c8-d5ae-4aef-bc94-fd1d2b23cd3a", + "harvest_record_raw": "https://catalog.data.gov/harvest_record/c1fd65c8-d5ae-4aef-bc94-fd1d2b23cd3a/raw", + "has_download": true, + "has_spatial": true, + "identifier": "http://datainventory.doi.gov/id/dataset/USGS_66b164fed34e5d7d928b1190", + "keyword": [ + "San Juan Mountains", + "Southwest Colorado", + "USGS:66b164fed34e5d7d928b1190", + "canopy density", + "canopy structure", + "environment", + "precipitation (atmospheric)", + "snow depth", + "snow water equivalent" + ], + "last_harvested_date": "2026-09-27T01:31:13.160073", + "organization": { + "aliases": [ + "dept" + ], + "code_repo_exempt": false, + "code_repo_url": null, + "description": null, + "id": "143529f7-2eef-4a07-b227-93ac9e84fad8", + "logo": "https://raw.githubusercontent.com/GSA/logo/master/doi.png", + "name": "Department of the Interior", + "organization_type": "Federal Government", + "slug": "doi" + }, + "parent_identifier": null, + "popularity": 6, + "publisher": "U.S. Geological Survey", + "slug": "snow-measurements-in-specific-canopy-structure-regimes-for-april-9-2024-north-of-coal-cree", + "spatial_centroid": { + "lat": 37.7003112, + "lon": -107.7622834 + }, + "spatial_shape": { + "coordinates": [ + [ + [ + -107.765923, + 37.697812 + ], + [ + -107.765923, + 37.70406 + ], + [ + -107.756824, + 37.70406 + ], + [ + -107.756824, + 37.697812 + ], + [ + -107.765923, + 37.697812 + ] + ] + ], + "type": "Polygon" + }, + "theme": [ + "geospatial" + ], + "title": "Snow Measurements in Specific Canopy Structure Regimes for April 9, 2024, North of Coal Creek, San Juan Mountains, Colorado, USA", + "type": "dataset" + }, + { + "_score": 10.402226, + "_sort": [ + 1790472662449, + 10.402226, + 2, + "3e06019b-49df-4465-826b-e2cdfd526c08" + ], + "dcat": { + "accessLevel": "public", + "bureauCode": [ + "010:12" + ], + "contactPoint": { + "@type": "vcard:Contact", + "fn": "Ryan F. 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Data tie- ins to local \nbenchmarks also are included", + "distribution": [ + { + "@type": "dcat:Distribution", + "accessURL": "https://water.usgs.gov/GIS/dsdl/dn_pre_gps.zip", + "description": "Landing page for access to the data", + "format": "XML", + "mediaType": "application/http", + "title": "Digital Data" + }, + { + "@type": "dcat:Distribution", + "description": "The metadata original format", + "downloadURL": "https://data.usgs.gov/datacatalog/metadata/USGS.ef9f62e5-57fc-4735-a1eb-52ee4c12dab1.xml", + "format": "XML", + "mediaType": "text/xml", + "title": "Original Metadata" + } + ], + "identifier": "http://datainventory.doi.gov/id/dataset/USGS_ef9f62e5-57fc-4735-a1eb-52ee4c12dab1", + "keyword": [ + "Hydrographic Survey", + "USGS:ef9f62e5-57fc-4735-a1eb-52ee4c12dab1", + "environment", + "geoscientificInformation", + "inlandWaters" + ], + "modified": "2020-11-17T00:00:00Z", + "publisher": { + "@type": "org:Organization", + "name": "U.S. Geological Survey" + }, + "spatial": "-97.230886, 42.651279, -96.582338, 42.966037", + "theme": [ + "geospatial" + ], + "title": "GPS data collected for preconstruction hydrographic surveys of Missouri River downstream from Gavins Point Dam near river mile 761.4" + }, + "description": "This data set contains land surface elevations on dry and wadeable portions of transects for \npre-construction hydrographic surveys on the Missouri River below Gavins Point Dam for the \nEmergent Sandbar Habitat construction project near River Mile 761.4. 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The crystalline-rock aquifer underlies the Milford-Souhegan glacial-drift (MSGD) aquifer\n(a high water-producing aquifer) and the Savage Municipal Water-Supply Well Superfund site. \nResidential water-supply wells are within one-quarter of a mile of the PCE-contaminated \nmonitoring wells and many are likely installed in similar rock types and formations as those of\nthe monitoring wells. The need to understand and quantify flow and transport in the crystalline-\nrock aquifer is crucial in assessing strategies for remediation. The current, area-wide model \nsimulates flow in the crystalline-rock aquifer and covers a much larger area than previous models\nwith the goal of improving the computation of groundwater flow from distal locations to the \nresidential wells and the area. This USGS data release contains all of the input and output files\n for the simulations described in the associated model documentation report \n(https://doi.org/10.3133/sir20205137).", + "distribution": [ + { + "@type": "dcat:Distribution", + "accessURL": "https://doi.org/10.5066/F7J102FK", + "description": "Landing page for access to the data", + "format": "XML", + "mediaType": "application/http", + "title": "Digital Data" + }, + { + "@type": "dcat:Distribution", + "description": "The metadata original format", + "downloadURL": "https://data.usgs.gov/datacatalog/metadata/USGS.226705a8-2a0e-4dda-8e36-84d2074d94c5.xml", + "format": "XML", + "mediaType": "text/xml", + "title": "Original Metadata" + } + ], + "identifier": "http://datainventory.doi.gov/id/dataset/USGS_226705a8-2a0e-4dda-8e36-84d2074d94c5", + "keyword": [ + "Groundwater", + "Groundwater Model", + "InlandWaters", + "MOC3D", + "MODFLOW-2005", + "MODPATH", + "Milford", + "Milford-Souhegan River Valley", + "New Hampshire", + "Savage Municipal Water Supply Well Superfund site", + "Solute transport", + "USGS:226705a8-2a0e-4dda-8e36-84d2074d94c5", + "environment", + "geoscientificInformation", + "inlandWaters", + "remediation", + "usgsgroundwatermodel" + ], + "modified": "2021-11-10T00:00:00Z", + "publisher": { + "@type": "org:Organization", + "name": "U.S. Geological Survey" + }, + "spatial": "-71.761976, 42.800697, -71.642849, 42.889263", + "theme": [ + "geospatial" + ], + "title": "MODFLOW-2005, MODPATH, and MOC3D used for groundwater flow simulation, pathlines analysis, and solute transport in the crystalline-rock aquifer in the vicinity of the Savage Municipal Water-Supply Well Superfund Site, Milford, New Hampshire" + }, + "description": "The U.S. Geological Survey, in cooperation with the U.S. Environmental Protection Agency and\nthe New Hampshire Department of Environmental Services, developed a model for used with \nMODFLOW-2005 and MODPATH5 to evaluate groundwater flow and advective transport under\npre- and post-remediation conditions in the crystalline-rock aquifer in the vicinity of the Savage\nMunicipal Water-Supply Well Superfund site Milford, New Hampshire. 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The current, area-wide model \nsimulates flow in the crystalline-rock aquifer and covers a much larger area than previous models\nwith the goal of improving the computation of groundwater flow from distal locations to the \nresidential wells and the area. This USGS data release contains all of the input and output files\n for the simulations described in the associated model documentation report \n(https://doi.org/10.3133/sir20205137).", + "distribution_titles": [ + "Digital Data", + "Original Metadata" + ], + "harvest_record": "https://catalog.data.gov/harvest_record/b50fcbc1-3370-4928-8c1c-f70df12e3847", + "harvest_record_raw": "https://catalog.data.gov/harvest_record/b50fcbc1-3370-4928-8c1c-f70df12e3847/raw", + "has_download": true, + "has_spatial": true, + "identifier": "http://datainventory.doi.gov/id/dataset/USGS_226705a8-2a0e-4dda-8e36-84d2074d94c5", + "keyword": [ + "Groundwater", + "Groundwater Model", + "InlandWaters", + "MOC3D", + "MODFLOW-2005", + "MODPATH", + "Milford", + "Milford-Souhegan River Valley", + "New Hampshire", + "Savage Municipal Water Supply Well Superfund site", + "Solute transport", + "USGS:226705a8-2a0e-4dda-8e36-84d2074d94c5", + "environment", + "geoscientificInformation", + "inlandWaters", + "remediation", + "usgsgroundwatermodel" + ], + "last_harvested_date": "2026-09-27T01:28:30.664230", + "organization": { + "aliases": [ + "dept" + ], + "code_repo_exempt": false, + "code_repo_url": null, + "description": null, + "id": "143529f7-2eef-4a07-b227-93ac9e84fad8", + "logo": "https://raw.githubusercontent.com/GSA/logo/master/doi.png", + "name": "Department of the Interior", + "organization_type": "Federal Government", + "slug": "doi" + }, + "parent_identifier": null, + "popularity": 4, + "publisher": "U.S. Geological Survey", + "slug": "modflow-2005-modpath-and-moc3d-used-for-groundwater-flow-simulation-pathlines-analysis-and", + "spatial_centroid": { + "lat": 42.8361234, + "lon": -71.7143252 + }, + "spatial_shape": { + "coordinates": [ + [ + [ + -71.761976, + 42.800697 + ], + [ + -71.761976, + 42.889263 + ], + [ + -71.642849, + 42.889263 + ], + [ + -71.642849, + 42.800697 + ], + [ + -71.761976, + 42.800697 + ] + ] + ], + "type": "Polygon" + }, + "theme": [ + "geospatial" + ], + "title": "MODFLOW-2005, MODPATH, and MOC3D used for groundwater flow simulation, pathlines analysis, and solute transport in the crystalline-rock aquifer in the vicinity of the Savage Municipal Water-Supply Well Superfund Site, Milford, New Hampshire", + "type": "dataset" + }, + { + "_score": 10.491329, + "_sort": [ + 1790472186967, + 10.491329, + 5, + "55601e8a-b8d0-401d-937c-f30f81edf947" + ], + "dcat": { + "accessLevel": "public", + "bureauCode": [ + "010:12" + ], + "contactPoint": { + "@type": "vcard:Contact", + "fn": "Ryan F. Thompson", + "hasEmail": "mailto:rcthomps@usgs.gov" + }, + "description": "This geospatial data set contains an interpolated 3-D surface or, triangulated-irregular network (TIN), of \nthe change in elevation, in feet, of the substrate between cross-sections 22 and 35 following construction \nof Emergent Sandbar Habitat near River Mile 770. The surface was generated from points collected by \nthe echosounder and real-time kinematic (RTK) GPS on cross-sections in the downstream project reach \nsurrounding the construction area at River Mile 770 below Gavins Point Dam on the Missouri River in \nSouth Dakota before and after construction of the sandbar.", + "distribution": [ + { + "@type": "dcat:Distribution", + "accessURL": "https://water.usgs.gov/lookup/getspatial?ofr07-1056_up_diff_tin", + "description": "Landing page for access to the data", + "format": "XML", + "mediaType": "application/http", + "title": "Digital Data" + }, + { + "@type": "dcat:Distribution", + "description": "The metadata original format", + "downloadURL": "https://data.usgs.gov/datacatalog/metadata/USGS.bab471f5-254a-4619-a308-17af1ab39dd0.xml", + "format": "XML", + "mediaType": "text/xml", + "title": "Original Metadata" + } + ], + "identifier": "http://datainventory.doi.gov/id/dataset/USGS_bab471f5-254a-4619-a308-17af1ab39dd0", + "keyword": [ + "Hydrographic Survey", + "USGS:bab471f5-254a-4619-a308-17af1ab39dd0", + "environment", + "geoscientificInformation", + "inlandWaters" + ], + "modified": "2020-11-17T00:00:00Z", + "publisher": { + "@type": "org:Organization", + "name": "U.S. Geological Survey" + }, + "spatial": "-96.876334, 42.712792, -96.851104, 42.732505", + "theme": [ + "geospatial" + ], + "title": "Difference betweem postconstruction and preconstruction land surface elevation tins on the Missouri River Downstream from Gavins Point Dam near River Mile 769.8." + }, + "description": "This geospatial data set contains an interpolated 3-D surface or, triangulated-irregular network (TIN), of \nthe change in elevation, in feet, of the substrate between cross-sections 22 and 35 following construction \nof Emergent Sandbar Habitat near River Mile 770. The surface was generated from points collected by \nthe echosounder and real-time kinematic (RTK) GPS on cross-sections in the downstream project reach \nsurrounding the construction area at River Mile 770 below Gavins Point Dam on the Missouri River in \nSouth Dakota before and after construction of the sandbar.", + "distribution_titles": [ + "Digital Data", + "Original Metadata" + ], + "harvest_record": "https://catalog.data.gov/harvest_record/23a79d3d-35f8-46e6-83b9-28bcdb602251", + "harvest_record_raw": "https://catalog.data.gov/harvest_record/23a79d3d-35f8-46e6-83b9-28bcdb602251/raw", + "has_download": true, + "has_spatial": true, + "identifier": "http://datainventory.doi.gov/id/dataset/USGS_bab471f5-254a-4619-a308-17af1ab39dd0", + "keyword": [ + "Hydrographic Survey", + "USGS:bab471f5-254a-4619-a308-17af1ab39dd0", + "environment", + "geoscientificInformation", + "inlandWaters" + ], + "last_harvested_date": "2026-09-27T01:23:06.967738", + "organization": { + "aliases": [ + "dept" + ], + "code_repo_exempt": false, + "code_repo_url": null, + "description": null, + "id": "143529f7-2eef-4a07-b227-93ac9e84fad8", + "logo": "https://raw.githubusercontent.com/GSA/logo/master/doi.png", + "name": "Department of the Interior", + "organization_type": "Federal Government", + "slug": "doi" + }, + "parent_identifier": null, + "popularity": 5, + "publisher": "U.S. Geological Survey", + "slug": "difference-betweem-postconstruction-and-preconstruction-land-surface-elevation-tins-on-the-4e0f6", + "spatial_centroid": { + "lat": 42.7206772, + "lon": -96.866242 + }, + "spatial_shape": { + "coordinates": [ + [ + [ + -96.876334, + 42.712792 + ], + [ + -96.876334, + 42.732505 + ], + [ + -96.851104, + 42.732505 + ], + [ + -96.851104, + 42.712792 + ], + [ + -96.876334, + 42.712792 + ] + ] + ], + "type": "Polygon" + }, + "theme": [ + "geospatial" + ], + "title": "Difference betweem postconstruction and preconstruction land surface elevation tins on the Missouri River Downstream from Gavins Point Dam near River Mile 769.8.", + "type": "dataset" + }, + { + "_score": 8.951526, + "_sort": [ + 1790472142788, + 8.951526, + 1, + "a7cdcf8c-59d2-4ff5-af81-9d956a7fbd3a" + ], + "dcat": { + "accessLevel": "public", + "bureauCode": [ + "010:12" + ], + "contactPoint": { + "@type": "vcard:Contact", + "fn": "Katherine Warnell", + "hasEmail": "mailto:katie.warnell@duke.edu" + }, + "description": "Wild insect pollination has significant positive effects on pollinator-dependent crop production. While managed honeybees are often used to provide pollination to pollinator-dependent crops, visits by wild insect pollinators have been shown to be more effective in increasing fruit set than managed pollinators, and wild insect pollination increases fruit set even when managed pollinator visitation is high (Garibaldi et al. 2013). The total value of the pollination services provided by wild, native insects has been estimated at $3.07 billion annually (2003 dollars) in the United States (Losey & Vaughan 2006).\nTo assess the spatial distribution of potential wild insect pollination, we mapped the supply of potential wild pollinator habitat (forest, grassland, wetland, and shrubland land cover types) and the demand for pollination (directly pollinator-dependent crops). A foraging travel distance for temperate native bees (1308 meters) was used to estimate relative pollinator activity on cropland based on distance from habitat. We also calculated the proportion of pollinator habitat within pollinator travel distance of crops. Methods for this analysis were adapted from the Gulf Coastal Plains and Ozarks Landscape Conservation Cooperative mapping project (Olander et al. 2017).\nThis information was summarized by county and subwatershed (HUC 12) to identify regional priority areas for conservation and restoration of pollinator habitat. Datasets provided include county and subwatershed shapefiles identifying priority areas and including attributes used to select priorities, and raster datasets used to calculate those attributes.", + "distribution": [ + { + "@type": "dcat:Distribution", + "accessURL": "https://doi.org/10.21429/69zz-7f78", + "description": "Landing page for access to the data", + "format": "XML", + "mediaType": "application/http", + "title": "Digital Data" + }, + { + "@type": "dcat:Distribution", + "description": "The metadata original format", + "downloadURL": "https://data.usgs.gov/datacatalog/metadata/USGS.5d288fcee4b0941bde65132a.xml", + "format": "XML", + "mediaType": "text/xml", + "title": "Original Metadata" + } + ], + "identifier": "http://datainventory.doi.gov/id/dataset/USGS_5d288fcee4b0941bde65132a", "keyword": [ "Alabama", "Arkansas", @@ -50,9 +986,10 @@ "North Carolina", "South Carolina", "Tennessee", - "USGS:5d167421e4b0941bde5d9121", + "USGS:5d288fcee4b0941bde65132a", "environment", "farming", + "geospatial datasets", "habitats", "natural resource management", "pollination", @@ -68,18 +1005,18 @@ "theme": [ "geospatial" ], - "title": "Potential Wild Pollinator Habitat in the Southeast United States (2011)" - }, - "description": "Wild insect pollination has significant positive effects on pollinator-dependent crop production. To assess the spatial distribution of potential wild insect pollination, we mapped the supply of potential wild pollinator habitat (forest, grassland, wetland, and shrubland land cover types) based on the 2011 National Land Cover Dataset.", + "title": "Conservation and Restoration Priorities for Wild Pollinator Habitat" + }, + "description": "Wild insect pollination has significant positive effects on pollinator-dependent crop production. While managed honeybees are often used to provide pollination to pollinator-dependent crops, visits by wild insect pollinators have been shown to be more effective in increasing fruit set than managed pollinators, and wild insect pollination increases fruit set even when managed pollinator visitation is high (Garibaldi et al. 2013). The total value of the pollination services provided by wild, native insects has been estimated at $3.07 billion annually (2003 dollars) in the United States (Losey & Vaughan 2006).\nTo assess the spatial distribution of potential wild insect pollination, we mapped the supply of potential wild pollinator habitat (forest, grassland, wetland, and shrubland land cover types) and the demand for pollination (directly pollinator-dependent crops). A foraging travel distance for temperate native bees (1308 meters) was used to estimate relative pollinator activity on cropland based on distance from habitat. We also calculated the proportion of pollinator habitat within pollinator travel distance of crops. Methods for this analysis were adapted from the Gulf Coastal Plains and Ozarks Landscape Conservation Cooperative mapping project (Olander et al. 2017).\nThis information was summarized by county and subwatershed (HUC 12) to identify regional priority areas for conservation and restoration of pollinator habitat. Datasets provided include county and subwatershed shapefiles identifying priority areas and including attributes used to select priorities, and raster datasets used to calculate those attributes.", "distribution_titles": [ "Digital Data", "Original Metadata" ], - "harvest_record": "https://catalog.data.gov/harvest_record/a33e1b32-2937-478e-ad84-72be32ccd830", - "harvest_record_raw": "https://catalog.data.gov/harvest_record/a33e1b32-2937-478e-ad84-72be32ccd830/raw", + "harvest_record": "https://catalog.data.gov/harvest_record/c90115b2-0518-4659-a4ed-115b9cf87cef", + "harvest_record_raw": "https://catalog.data.gov/harvest_record/c90115b2-0518-4659-a4ed-115b9cf87cef/raw", "has_download": true, "has_spatial": true, - "identifier": "http://datainventory.doi.gov/id/dataset/USGS_5d167421e4b0941bde5d9121", + "identifier": "http://datainventory.doi.gov/id/dataset/USGS_5d288fcee4b0941bde65132a", "keyword": [ "Alabama", "Arkansas", @@ -91,16 +1028,17 @@ "North Carolina", "South Carolina", "Tennessee", - "USGS:5d167421e4b0941bde5d9121", + "USGS:5d288fcee4b0941bde65132a", "environment", "farming", + "geospatial datasets", "habitats", "natural resource management", "pollination", "pollinators", "remediation" ], - "last_harvested_date": "2026-09-27T00:22:48.281305", + "last_harvested_date": "2026-09-27T01:22:22.788187", "organization": { "aliases": [ "dept" @@ -115,9 +1053,9 @@ "slug": "doi" }, "parent_identifier": null, - "popularity": 0, + "popularity": 1, "publisher": "U.S. Geological Survey", - "slug": "potential-wild-pollinator-habitat-in-the-southeast-united-states-2011", + "slug": "conservation-and-restoration-priorities-for-wild-pollinator-habitat", "spatial_centroid": { "lat": 30.610159999999997, "lon": -87.28846 @@ -152,16 +1090,16 @@ "theme": [ "geospatial" ], - "title": "Potential Wild Pollinator Habitat in the Southeast United States (2011)", + "title": "Conservation and Restoration Priorities for Wild Pollinator Habitat", "type": "dataset" }, { - "_score": 12.419571, + "_score": 10.323416, "_sort": [ - 1790468421795, - 12.419571, - 0, - "6f5c9a7b-5f19-4ad0-968d-4a03af926396" + 1790472125115, + 10.323416, + 1, + "da73e18a-7c5e-401a-bdb1-0c3d66eb2ccc" ], "dcat": { "accessLevel": "public", @@ -170,14 +1108,14 @@ ], "contactPoint": { "@type": "vcard:Contact", - "fn": "Climate Adaptation Science Centers", - "hasEmail": "mailto:casc-data@usgs.gov" - }, - "description": "Drought is a natural hazard that inflicts costly damage to the environment and human communities. Although ample literature exists on the climatological aspects of drought, little is known on whether existing drought indices can predict the damages and how different human communities respond and adapt to the hazard. This project examines (1) whether existing drought indices can predict the occurrence of drought events and their actual damages; (2) how the adaptive capacity (i.e., resilience) varies across space; and (3) what public outreach and engagement effort would be most effective for mitigation of risk and impacts. The study region includes all 503 counties in Arkansas, Louisiana, New Mexico, Oklahoma, and Texas. This data set was created to examine the first objective of the project. The Palmer Drought Severity Index (PDSI) and Palmer Hydrological Drought Index (PHDI) data, available only at the climate-division level, were downscaled into county-level indices over the 1975-2010 period. The drought damage data, acquired from the Spatial Hazards Events and Losses Database for the United States (SHELDUSTM), were tabulated for the same time period. Statistical correlations were conducted between drought indices and drought damages to test whether these indices accurately represent the drought damage in the study region. This data set contains the two county-level drought indices and drought damage for the period 1975-2010, which should be useful to future related studies.", + "fn": "Ryan F. Thompson", + "hasEmail": "mailto:rcthomps@usgs.gov" + }, + "description": "This geospatial data set contains the points collected by the echosounder on transects in the upstream project \nreach surrounding the construction area at River Mile 770.0 below Gavins Point Dam on the Missouri River in \nSouth Dakota. This survey provides channel cross sections approximately every 500 feet prior to construction \nof Emergent Sandbar Habitat near River Mile 770.0", "distribution": [ { "@type": "dcat:Distribution", - "accessURL": "https://doi.org/10.21429/C9X59C", + "accessURL": "https://water.usgs.gov/GIS/dsdl/up_pre_bathy.zip", "description": "Landing page for access to the data", "format": "XML", "mediaType": "application/http", @@ -186,67 +1124,49 @@ { "@type": "dcat:Distribution", "description": "The metadata original format", - "downloadURL": "https://data.usgs.gov/datacatalog/metadata/USGS.582a1085e4b01fad8725485c.xml", + "downloadURL": "https://data.usgs.gov/datacatalog/metadata/USGS.8c43e591-33d3-4be8-8685-9334db3e0c17.xml", "format": "XML", "mediaType": "text/xml", "title": "Original Metadata" } ], - "identifier": "http://datainventory.doi.gov/id/dataset/USGS_582a1085e4b01fad8725485c", - "keyword": [ - "Arkansas", - "Drought damage", - "Louisiana", - "New Mexico", - "Oklahoma", - "Palmer Drought Severity Index", - "Palmer Hydrologic Drought Index", - "SHELDUS", - "Statistical Downscaling", - "Texas", - "USGS:582a1085e4b01fad8725485c", - "droughts", - "external research support", - "modeling" - ], - "modified": "2026-09-23T00:00:00Z", + "identifier": "http://datainventory.doi.gov/id/dataset/USGS_8c43e591-33d3-4be8-8685-9334db3e0c17", + "keyword": [ + "Hydrographic Survey", + "USGS:8c43e591-33d3-4be8-8685-9334db3e0c17", + "environment", + "geoscientificInformation", + "inlandWaters" + ], + "modified": "2020-11-17T00:00:00Z", "publisher": { "@type": "org:Organization", "name": "U.S. Geological Survey" }, - "spatial": "-109.0513, 37.0015, -89.0218, 25.8456", - "theme": [ - "geospatial" - ], - "title": "Downscaled Palmer Drought Severity Index (PDSI) and Palmer Hydrological Drought Index (PHDI) for 503 counties in South Central United States" - }, - "description": "Drought is a natural hazard that inflicts costly damage to the environment and human communities. Although ample literature exists on the climatological aspects of drought, little is known on whether existing drought indices can predict the damages and how different human communities respond and adapt to the hazard. This project examines (1) whether existing drought indices can predict the occurrence of drought events and their actual damages; (2) how the adaptive capacity (i.e., resilience) varies across space; and (3) what public outreach and engagement effort would be most effective for mitigation of risk and impacts. The study region includes all 503 counties in Arkansas, Louisiana, New Mexico, Oklahoma, and Texas. This data set was created to examine the first objective of the project. The Palmer Drought Severity Index (PDSI) and Palmer Hydrological Drought Index (PHDI) data, available only at the climate-division level, were downscaled into county-level indices over the 1975-2010 period. The drought damage data, acquired from the Spatial Hazards Events and Losses Database for the United States (SHELDUSTM), were tabulated for the same time period. Statistical correlations were conducted between drought indices and drought damages to test whether these indices accurately represent the drought damage in the study region. This data set contains the two county-level drought indices and drought damage for the period 1975-2010, which should be useful to future related studies.", + "spatial": "-96.912245, 42.701375, -96.821919, 42.736242", + "theme": [ + "geospatial" + ], + "title": "Bathymetry data for the pre-construction survey of the Emergent Sandbar Habitat project at river mile 769.8 downstream from Gavins Point Dam on the Missouri River." + }, + "description": "This geospatial data set contains the points collected by the echosounder on transects in the upstream project \nreach surrounding the construction area at River Mile 770.0 below Gavins Point Dam on the Missouri River in \nSouth Dakota. This survey provides channel cross sections approximately every 500 feet prior to construction \nof Emergent Sandbar Habitat near River Mile 770.0", "distribution_titles": [ "Digital Data", "Original Metadata" ], - "harvest_record": "https://catalog.data.gov/harvest_record/d0695897-3a08-4e6e-97e0-a3526f20c2cc", - "harvest_record_raw": "https://catalog.data.gov/harvest_record/d0695897-3a08-4e6e-97e0-a3526f20c2cc/raw", + "harvest_record": "https://catalog.data.gov/harvest_record/f2e7e4a2-2265-4a84-a0f6-19a1dba2f857", + "harvest_record_raw": "https://catalog.data.gov/harvest_record/f2e7e4a2-2265-4a84-a0f6-19a1dba2f857/raw", "has_download": true, "has_spatial": true, - "identifier": "http://datainventory.doi.gov/id/dataset/USGS_582a1085e4b01fad8725485c", - "keyword": [ - "Arkansas", - "Drought damage", - "Louisiana", - "New Mexico", - "Oklahoma", - "Palmer Drought Severity Index", - "Palmer Hydrologic Drought Index", - "SHELDUS", - "Statistical Downscaling", - "Texas", - "USGS:582a1085e4b01fad8725485c", - "droughts", - "external research support", - "modeling" - ], - "last_harvested_date": "2026-09-27T00:20:21.795115", + "identifier": "http://datainventory.doi.gov/id/dataset/USGS_8c43e591-33d3-4be8-8685-9334db3e0c17", + "keyword": [ + "Hydrographic Survey", + "USGS:8c43e591-33d3-4be8-8685-9334db3e0c17", + "environment", + "geoscientificInformation", + "inlandWaters" + ], + "last_harvested_date": "2026-09-27T01:22:05.115109", "organization": { "aliases": [ "dept" @@ -261,35 +1181,35 @@ "slug": "doi" }, "parent_identifier": null, - "popularity": 0, + "popularity": 1, "publisher": "U.S. Geological Survey", - "slug": "downscaled-palmer-drought-severity-index-pdsi-and-palmer-hydrological-drought-index-phdi-f", + "slug": "bathymetry-data-for-the-pre-construction-survey-of-the-emergent-sandbar-habitat-project-at-ba1fa", "spatial_centroid": { - "lat": 32.539139999999996, - "lon": -101.0395 + "lat": 42.7153218, + "lon": -96.8761146 }, "spatial_shape": { "coordinates": [ [ [ - -109.0513, - 37.0015 - ], - [ - -109.0513, - 25.8456 - ], - [ - -89.0218, - 25.8456 - ], - [ - -89.0218, - 37.0015 - ], - [ - -109.0513, - 37.0015 + -96.912245, + 42.701375 + ], + [ + -96.912245, + 42.736242 + ], + [ + -96.821919, + 42.736242 + ], + [ + -96.821919, + 42.701375 + ], + [ + -96.912245, + 42.701375 ] ] ], @@ -298,16 +1218,16 @@ "theme": [ "geospatial" ], - "title": "Downscaled Palmer Drought Severity Index (PDSI) and Palmer Hydrological Drought Index (PHDI) for 503 counties in South Central United States", + "title": "Bathymetry data for the pre-construction survey of the Emergent Sandbar Habitat project at river mile 769.8 downstream from Gavins Point Dam on the Missouri River.", "type": "dataset" }, { - "_score": 9.42153, + "_score": 10.2822, "_sort": [ - 1790468360650, - 9.42153, - 0, - "28f78b0b-8bbd-44f2-a5c4-d5f7b64d2590" + 1790472073006, + 10.2822, + 3, + "1d2dba95-81b9-4104-9d66-3e588ee978ec" ], "dcat": { "accessLevel": "public", @@ -316,14 +1236,14 @@ ], "contactPoint": { "@type": "vcard:Contact", - "fn": "Climate Adaptation Science Centers", - "hasEmail": "mailto:casc-data@usgs.gov" - }, - "description": "Winter climate change has the potential to have a large impact on coastal wetlands in the southeastern U.S. Warmer winter temperatures and reductions in the intensity of freeze events would likely lead to mangrove forest range expansion and salt marsh displacement in parts of the U.S. Gulf of Mexico and Atlantic coast. The objective of this research was to better understand some of the ecological implications of mangrove forest migration and salt marsh displacement. The potential ecological effects of mangrove migration are diverse ranging from important biotic impacts (e.g., coastal fisheries, land bird migration; colonial nesting wading birds) to ecosystem stability (e.g., response to sea level rise and drought; habitat loss; coastal protection) to biogeochemical processes (e.g., carbon storage; water quality). In this research, our focus was on the impact of mangrove forest migration on coastal wetland soil processes and the consequent implications for coastal wetland responses to sea level rise, ecosystem resilience, and carbon storage. Our study specifically addressed the following questions: (1) How do ecological processes and ecosystem properties differ between salt marshes and mangrove forests; (2) As mangrove forests develop, how do their ecosystem properties change and how do these properties compare to salt marshes; (3) How do plant-soil interactions across mangrove forest structural gradients differ among three distinct locations that span the northern Gulf of Mexico; and (4) What are the implications of mangrove forest encroachment and development into salt marsh in terms of soil development, carbon and nitrogen storage, and soil strength? To address these questions, we utilized the salt marshes and natural mangrove forest structural gradients present at three distinct locations in the northern Gulf of Mexico: Cedar Key (Florida), Port Fourchon (Louisiana), and Port Aransas (Texas). Each of these locations represents a distinct combination of climate-driven abiotic conditions. We quantified relationships between plant community composition and structure, soil and porewater physicochemical properties, hydroperiod, and climatic conditions. The suite of measurements that we collected provide initial insights into how different geographic areas of an ecotone, with different environmental conditions, may be impacted by mangrove forest expansion and development, and how these changes may alter the supply of specific ecosystem goods and services. This file includes the scanned field notes associated with this project\nThis work was conducted via a collaborative effort between scientists at the U.S. Geological Survey National Wetland Research Center and the Department of Biology of the University of Louisiana at Lafayette.", + "fn": "Ryan F. Thompson", + "hasEmail": "mailto:rcthomps@usgs.gov" + }, + "description": "This geospatial data set contains an interpolated 3-D surface or, triangulated-irregular network \n(TIN), of the substrate surface between cross-sections 23 and 39 following construction of \nEmergent Sandbar Habitat near River Mile 761.4. The surface was generated from points \ncollected by the echosounder and real-time kinematic (RTK) GPS on cross-sections in the \ndownstream project reach surrounding the construction area at River Mile 761.4 below \nGavins Point Dam on the Missouri River in South Dakota.", "distribution": [ { "@type": "dcat:Distribution", - "accessURL": "https://doi.org/10.5066/P13PICVZ", + "accessURL": "https://water.usgs.gov/GIS/dsdl/dn_post_tin.zip", "description": "Landing page for access to the data", "format": "XML", "mediaType": "application/http", @@ -332,65 +1252,49 @@ { "@type": "dcat:Distribution", "description": "The metadata original format", - "downloadURL": "https://data.usgs.gov/datacatalog/metadata/USGS.545bf875e4b009f8aec9b52a.xml", + "downloadURL": "https://data.usgs.gov/datacatalog/metadata/USGS.27c54785-3cfd-4ccd-a2d3-c3f47c102e47.xml", "format": "XML", "mediaType": "text/xml", "title": "Original Metadata" } ], - "identifier": "http://datainventory.doi.gov/id/dataset/USGS_545bf875e4b009f8aec9b52a", - "keyword": [ - "Florida", - "Gulf of Mexico", - "Louisiana", - "Texas", - "USGS:545bf875e4b009f8aec9b52a", - "climate change", - "ecosystem monitoring", - "environment", - "field inventory and monitoring", - "forest", - "mangrove", - "migration", - "wetlands" - ], - "modified": "2026-09-22T00:00:00Z", + "identifier": "http://datainventory.doi.gov/id/dataset/USGS_27c54785-3cfd-4ccd-a2d3-c3f47c102e47", + "keyword": [ + "Hydrographic Survey", + "USGS:27c54785-3cfd-4ccd-a2d3-c3f47c102e47", + "environment", + "geoscientificInformation", + "inlandWaters" + ], + "modified": "2020-11-17T00:00:00Z", "publisher": { "@type": "org:Organization", "name": "U.S. Geological Survey" }, - "spatial": "-97.1401, 27.8300, -83.0298, 29.2000", - "theme": [ - "geospatial" - ], - "title": "Field Notes: Scanned Field Data Sheets and Field Notebook Pages for the following project - Ecological implications of mangrove forest migration in the southeastern US (2012-2013)" - }, - "description": "Winter climate change has the potential to have a large impact on coastal wetlands in the southeastern U.S. Warmer winter temperatures and reductions in the intensity of freeze events would likely lead to mangrove forest range expansion and salt marsh displacement in parts of the U.S. Gulf of Mexico and Atlantic coast. The objective of this research was to better understand some of the ecological implications of mangrove forest migration and salt marsh displacement. The potential ecological effects of mangrove migration are diverse ranging from important biotic impacts (e.g., coastal fisheries, land bird migration; colonial nesting wading birds) to ecosystem stability (e.g., response to sea level rise and drought; habitat loss; coastal protection) to biogeochemical processes (e.g., carbon storage; water quality). In this research, our focus was on the impact of mangrove forest migration on coastal wetland soil processes and the consequent implications for coastal wetland responses to sea level rise, ecosystem resilience, and carbon storage. Our study specifically addressed the following questions: (1) How do ecological processes and ecosystem properties differ between salt marshes and mangrove forests; (2) As mangrove forests develop, how do their ecosystem properties change and how do these properties compare to salt marshes; (3) How do plant-soil interactions across mangrove forest structural gradients differ among three distinct locations that span the northern Gulf of Mexico; and (4) What are the implications of mangrove forest encroachment and development into salt marsh in terms of soil development, carbon and nitrogen storage, and soil strength? To address these questions, we utilized the salt marshes and natural mangrove forest structural gradients present at three distinct locations in the northern Gulf of Mexico: Cedar Key (Florida), Port Fourchon (Louisiana), and Port Aransas (Texas). Each of these locations represents a distinct combination of climate-driven abiotic conditions. We quantified relationships between plant community composition and structure, soil and porewater physicochemical properties, hydroperiod, and climatic conditions. The suite of measurements that we collected provide initial insights into how different geographic areas of an ecotone, with different environmental conditions, may be impacted by mangrove forest expansion and development, and how these changes may alter the supply of specific ecosystem goods and services. This file includes the scanned field notes associated with this project\nThis work was conducted via a collaborative effort between scientists at the U.S. Geological Survey National Wetland Research Center and the Department of Biology of the University of Louisiana at Lafayette.", + "spatial": "-96.769522, 42.657361, -96.739372, 42.666935", + "theme": [ + "geospatial" + ], + "title": "Postconstruction tin of land surface on the Missouri River downstream from Gavins Point Dam near River Mile 761.4" + }, + "description": "This geospatial data set contains an interpolated 3-D surface or, triangulated-irregular network \n(TIN), of the substrate surface between cross-sections 23 and 39 following construction of \nEmergent Sandbar Habitat near River Mile 761.4. The surface was generated from points \ncollected by the echosounder and real-time kinematic (RTK) GPS on cross-sections in the \ndownstream project reach surrounding the construction area at River Mile 761.4 below \nGavins Point Dam on the Missouri River in South Dakota.", "distribution_titles": [ "Digital Data", "Original Metadata" ], - "harvest_record": "https://catalog.data.gov/harvest_record/adb4a717-39a3-4429-a4ee-dc92e2baca66", - "harvest_record_raw": "https://catalog.data.gov/harvest_record/adb4a717-39a3-4429-a4ee-dc92e2baca66/raw", + "harvest_record": "https://catalog.data.gov/harvest_record/16f0d143-999b-43e9-8ac5-d66d3460f3ce", + "harvest_record_raw": "https://catalog.data.gov/harvest_record/16f0d143-999b-43e9-8ac5-d66d3460f3ce/raw", "has_download": true, "has_spatial": true, - "identifier": "http://datainventory.doi.gov/id/dataset/USGS_545bf875e4b009f8aec9b52a", - "keyword": [ - "Florida", - "Gulf of Mexico", - "Louisiana", - "Texas", - "USGS:545bf875e4b009f8aec9b52a", - "climate change", - "ecosystem monitoring", - "environment", - "field inventory and monitoring", - "forest", - "mangrove", - "migration", - "wetlands" - ], - "last_harvested_date": "2026-09-27T00:19:20.650149", + "identifier": "http://datainventory.doi.gov/id/dataset/USGS_27c54785-3cfd-4ccd-a2d3-c3f47c102e47", + "keyword": [ + "Hydrographic Survey", + "USGS:27c54785-3cfd-4ccd-a2d3-c3f47c102e47", + "environment", + "geoscientificInformation", + "inlandWaters" + ], + "last_harvested_date": "2026-09-27T01:21:13.006017", "organization": { "aliases": [ "dept" @@ -405,35 +1309,35 @@ "slug": "doi" }, "parent_identifier": null, - "popularity": 0, + "popularity": 3, "publisher": "U.S. Geological Survey", - "slug": "field-notes-scanned-field-data-sheets-and-field-notebook-pages-for-the-following-2012-2013", + "slug": "postconstruction-tin-of-land-surface-on-the-missouri-river-downstream-from-gavins-point-da-5ef18", "spatial_centroid": { - "lat": 28.377999999999997, - "lon": -91.49598 + "lat": 42.661190600000005, + "lon": -96.757462 }, "spatial_shape": { "coordinates": [ [ [ - -97.1401, - 27.83 - ], - [ - -97.1401, - 29.2 - ], - [ - -83.0298, - 29.2 - ], - [ - -83.0298, - 27.83 - ], - [ - -97.1401, - 27.83 + -96.769522, + 42.657361 + ], + [ + -96.769522, + 42.666935 + ], + [ + -96.739372, + 42.666935 + ], + [ + -96.739372, + 42.657361 + ], + [ + -96.769522, + 42.657361 ] ] ], @@ -442,16 +1346,16 @@ "theme": [ "geospatial" ], - "title": "Field Notes: Scanned Field Data Sheets and Field Notebook Pages for the following project - Ecological implications of mangrove forest migration in the southeastern US (2012-2013)", + "title": "Postconstruction tin of land surface on the Missouri River downstream from Gavins Point Dam near River Mile 761.4", "type": "dataset" }, { - "_score": 9.422485, + "_score": 8.033214, "_sort": [ - 1790468332973, - 9.422485, - 1, - "6ac5b77d-b5e4-4832-99e2-040e59375c70" + 1790472042900, + 8.033214, + 2, + "0b964c64-6d1d-4654-95d8-444e1f119251" ], "dcat": { "accessLevel": "public", @@ -460,14 +1364,14 @@ ], "contactPoint": { "@type": "vcard:Contact", - "fn": "Ryan F. Thompson", - "hasEmail": "mailto:rcthomps@usgs.gov" - }, - "description": "This data set contains arrays of water velocity collected on selected transects of the Missouri River \nbelow Gavin's Point Dam near River Mile 769.8.", + "fn": "Michael J Osland", + "hasEmail": "mailto:mosland@usgs.gov" + }, + "description": "Coastal wetland ecosystems are expected to migrate landward in response to accelerated sea-level rise. However, due to differences in topography and coastal urbanization extent, estuaries vary in their ability to accommodate wetland migration. The landward movement of wetlands requires suitable conditions, such as a gradual slope and land free of urban development. Urban barriers can constrain migration and result in wetland loss (coastal squeeze). For future-focused conservation planning purposes, there is a pressing need to quantify and compare the potential for wetland landward movement and coastal squeeze. For 41 estuaries in the northern Gulf of Mexico (i.e., the USA gulf coast), we quantified and compared the area available for the landward migration of tidal saline wetlands and the area where urban development is expected to prevent migration (coastal squeeze), under three alternative future sea-level rise scenarios (0.5-, 1.0-, and 1.5-m by 2100).", "distribution": [ { "@type": "dcat:Distribution", - "accessURL": "https://water.usgs.gov/GIS/dsdl/up_post_vel_array.zip", + "accessURL": "https://doi.org/10.5066/F7S75F7K", "description": "Landing page for access to the data", "format": "XML", "mediaType": "application/http", @@ -476,57 +1380,81 @@ { "@type": "dcat:Distribution", "description": "The metadata original format", - "downloadURL": "https://data.usgs.gov/datacatalog/metadata/USGS.b769dea1-2cd6-4336-bcd1-232466b91b32.xml", + "downloadURL": "https://data.usgs.gov/datacatalog/metadata/USGS.5989fd82e4b09fa1cb0cc903.xml", "format": "XML", "mediaType": "text/xml", "title": "Original Metadata" } ], - "identifier": "http://datainventory.doi.gov/id/dataset/USGS_b769dea1-2cd6-4336-bcd1-232466b91b32", - "keyword": [ - "Accoustic Doppler Current Profile data", - "Missouri River", - "Nebraska", - "South Dakota", - "USGS:b769dea1-2cd6-4336-bcd1-232466b91b32", - "Water Velocity", - "environment", - "geoscientificInformation", - "inlandWaters" - ], - "modified": "2020-11-17T00:00:00Z", + "identifier": "http://datainventory.doi.gov/id/dataset/USGS_5989fd82e4b09fa1cb0cc903", + "keyword": [ + "Alabama", + "Florida", + "Gulf of Mexico", + "Louisiana", + "Mississippi", + "North America", + "Texas", + "USGS:5989fd82e4b09fa1cb0cc903", + "United States", + "biota", + "climate change", + "effects of climate change", + "environment", + "estuaries", + "estuary", + "geospatial datasets", + "natural resource management", + "planning Cadastre", + "sea level change", + "sea-level change", + "wetlands" + ], + "modified": "2026-09-23T00:00:00Z", "publisher": { "@type": "org:Organization", "name": "U.S. Geological Survey" }, - "spatial": "-96.912755, 42.701457, -96.822603, 42.736215", - "theme": [ - "geospatial" - ], - "title": "Postconstruction water velocity arrays collected at selected transects on the Missouri River downstream from Gavins Point Dam near River Mile 769.8" - }, - "description": "This data set contains arrays of water velocity collected on selected transects of the Missouri River \nbelow Gavin's Point Dam near River Mile 769.8.", + "spatial": "-97.9958, 24.1683, -80.3992, 32.0006", + "theme": [ + "geospatial" + ], + "title": "Landward migration of tidal saline wetlands with sea-level rise and urbanization: a comparison of northern Gulf of Mexico estuaries" + }, + "description": "Coastal wetland ecosystems are expected to migrate landward in response to accelerated sea-level rise. However, due to differences in topography and coastal urbanization extent, estuaries vary in their ability to accommodate wetland migration. The landward movement of wetlands requires suitable conditions, such as a gradual slope and land free of urban development. Urban barriers can constrain migration and result in wetland loss (coastal squeeze). For future-focused conservation planning purposes, there is a pressing need to quantify and compare the potential for wetland landward movement and coastal squeeze. For 41 estuaries in the northern Gulf of Mexico (i.e., the USA gulf coast), we quantified and compared the area available for the landward migration of tidal saline wetlands and the area where urban development is expected to prevent migration (coastal squeeze), under three alternative future sea-level rise scenarios (0.5-, 1.0-, and 1.5-m by 2100).", "distribution_titles": [ "Digital Data", "Original Metadata" ], - "harvest_record": "https://catalog.data.gov/harvest_record/19ac98fd-4aec-44ff-8400-650a84894628", - "harvest_record_raw": "https://catalog.data.gov/harvest_record/19ac98fd-4aec-44ff-8400-650a84894628/raw", + "harvest_record": "https://catalog.data.gov/harvest_record/f6e7a650-da7b-43ee-96a5-885d91133433", + "harvest_record_raw": "https://catalog.data.gov/harvest_record/f6e7a650-da7b-43ee-96a5-885d91133433/raw", "has_download": true, "has_spatial": true, - "identifier": "http://datainventory.doi.gov/id/dataset/USGS_b769dea1-2cd6-4336-bcd1-232466b91b32", - "keyword": [ - "Accoustic Doppler Current Profile data", - "Missouri River", - "Nebraska", - "South Dakota", - "USGS:b769dea1-2cd6-4336-bcd1-232466b91b32", - "Water Velocity", - "environment", - "geoscientificInformation", - "inlandWaters" - ], - "last_harvested_date": "2026-09-27T00:18:52.973384", + "identifier": "http://datainventory.doi.gov/id/dataset/USGS_5989fd82e4b09fa1cb0cc903", + "keyword": [ + "Alabama", + "Florida", + "Gulf of Mexico", + "Louisiana", + "Mississippi", + "North America", + "Texas", + "USGS:5989fd82e4b09fa1cb0cc903", + "United States", + "biota", + "climate change", + "effects of climate change", + "environment", + "estuaries", + "estuary", + "geospatial datasets", + "natural resource management", + "planning Cadastre", + "sea level change", + "sea-level change", + "wetlands" + ], + "last_harvested_date": "2026-09-27T01:20:42.900703", "organization": { "aliases": [ "dept" @@ -541,35 +1469,35 @@ "slug": "doi" }, "parent_identifier": null, - "popularity": 1, + "popularity": 2, "publisher": "U.S. Geological Survey", - "slug": "postconstruction-water-velocity-arrays-collected-at-selected-transects-on-the-missouri-riv", + "slug": "landward-migration-of-tidal-saline-wetlands-with-sea-level-rise-and-urbanization-a-compari", "spatial_centroid": { - "lat": 42.7153602, - "lon": -96.8766942 + "lat": 27.30122, + "lon": -90.95716 }, "spatial_shape": { "coordinates": [ [ [ - -96.912755, - 42.701457 - ], - [ - -96.912755, - 42.736215 - ], - [ - -96.822603, - 42.736215 - ], - [ - -96.822603, - 42.701457 - ], - [ - -96.912755, - 42.701457 + -97.9958, + 24.1683 + ], + [ + -97.9958, + 32.0006 + ], + [ + -80.3992, + 32.0006 + ], + [ + -80.3992, + 24.1683 + ], + [ + -97.9958, + 24.1683 ] ] ], @@ -578,16 +1506,16 @@ "theme": [ "geospatial" ], - "title": "Postconstruction water velocity arrays collected at selected transects on the Missouri River downstream from Gavins Point Dam near River Mile 769.8", + "title": "Landward migration of tidal saline wetlands with sea-level rise and urbanization: a comparison of northern Gulf of Mexico estuaries", "type": "dataset" }, { - "_score": 8.869469, + "_score": 9.36212, "_sort": [ - 1790468212146, - 8.869469, - 0, - "98f0a52a-4d91-4e28-a16e-5f68b33b4673" + 1790472003689, + 9.36212, + 2, + "d1a22498-ea4e-4e99-9e84-48b94536504d" ], "dcat": { "accessLevel": "public", @@ -596,14 +1524,14 @@ ], "contactPoint": { "@type": "vcard:Contact", - "fn": "Lindsay E. F. Hunt", - "hasEmail": "mailto:lhunt@usgs.gov" - }, - "description": "This dataset is the sixth installment of a yearly connectivity update for open habitat within the Great Lakes Restoration Initiative's (GLRI) Terrestrial Habitats & Connectivity (TH&C) work group's Pilot Area. The Pilot Area is a region of the northern Great Lakes Basin between Ashland, Wisconsin and the Keweenaw Peninsula and is bounded by Lake Superior in the north and the basin boundary in the south, including a 70 km buffer. Each year the TH&C selects project proposals for funding within the pilot area. These proposals involve either restoration, research, or land acquisition aimed at improving or increasing open connectivity in this area. The intended purpose of each year’s update is to understand the effects of funded projects on the groundwork and help inform the location and purpose of future project proposals. The 2025 open habitat connectivity maps serves as an additional time step for comparison for each fiscal year from pre 2021 into the future. \nTo create the post FY25 installment of GLRI's Terrestrial Habitats & Connectivity work group's pilot area yearly connectivity maps, we identified the geospatial locations where restoration work benefitting open habitats was completed throughout FY25. These locations were then assigned the lowest resistance value. Then using the open habitat resistance layer from Great Lakes Restoration Initiative's Terrestrial Habitats and Connectivity Work group's Pilot Area's post-fiscal year 2024 we overwrote the post FY24 resistance values with the resistance values assigned to the FY25 locations where work was done. This analysis produced two connectivity maps: a cumulative current map and a normalized current map. The cumulative current map shows where potential movement pathways between open habitat are located within the pilot area, while the normalized current map shows where obstructed movement, diffuse movement, and channelized movement occurs within the pilot area. These maps provide important information on how restoration efforts in the pilot area from both FY21, FY22, FY23, and FY24 are affecting open habitat connectivity.", + "fn": "Thomas J. Mack", + "hasEmail": "mailto:tjmack@usgs.gov" + }, + "description": "A numerical groundwater flow model using MODFLOW-2005 was developed to examine \npredevelopment groundwater flow in eastern Abu Dhabi Emirate, United Arab Emirates. \nThe model was calibrated to conditions before the 1960s, the period before modern \npumping began. The model was used to evaluate the regional water budget and 4 \npotential recharge scenarios. This USGS data release contains all of the input and \noutput files for the simulations described in the associated model documentation report \n(https://doi.org/10.3133/sir20185158). This data release also includes input and output \ndata files for sensitivity and scenarios simulations, and MODFLOW-2015 source code.", "distribution": [ { "@type": "dcat:Distribution", - "accessURL": "https://doi.org/10.5066/P1V7S2J9", + "accessURL": "https://doi.org/10.5066/P9ZWZISB", "description": "Landing page for access to the data", "format": "XML", "mediaType": "application/http", @@ -612,69 +1540,59 @@ { "@type": "dcat:Distribution", "description": "The metadata original format", - "downloadURL": "https://data.usgs.gov/datacatalog/metadata/USGS.6a3e97431ba49ba6dca26eb6.xml", + "downloadURL": "https://data.usgs.gov/datacatalog/metadata/USGS.352bbf07-a8e1-4083-be31-aded7332e8fe.xml", "format": "XML", "mediaType": "text/xml", "title": "Original Metadata" } ], - "identifier": "http://datainventory.doi.gov/id/dataset/USGS_6a3e97431ba49ba6dca26eb6", - "keyword": [ - "Connectivity", - "Great Lakes", - "Keweenaw Peninsula", - "Lake Superior", - "Open Habitat", - "USGS:6a3e97431ba49ba6dca26eb6", - "biota", - "dispersal (organisms)", - "ecology", - "environment", - "habitat fragmentation", - "imageryBaseMapsEarthCover", - "land use change", - "remote sensing", - "structure" - ], - "modified": "2026-09-24T00:00:00Z", + "identifier": "http://datainventory.doi.gov/id/dataset/USGS_352bbf07-a8e1-4083-be31-aded7332e8fe", + "keyword": [ + "Abu Dhabi", + "Groundwater", + "Groundwater Model", + "MODFLOW-2005", + "USGS:352bbf07-a8e1-4083-be31-aded7332e8fe", + "United Arab Emirates", + "environment", + "geoscientificInformation", + "inlandWaters", + "usgsgroundwatermodel" + ], + "modified": "2020-11-17T00:00:00Z", "publisher": { "@type": "org:Organization", "name": "U.S. Geological Survey" }, - "spatial": "-93.4094, 44.6675, -85.8861, 48.7713", - "theme": [ - "geospatial" - ], - "title": "Great Lakes Restoration Initiative's Terrestrial Habitats & Connectivity Work Group's Pilot Area's Post-Fiscal Year 2025 Open Habitat Connectivity" - }, - "description": "This dataset is the sixth installment of a yearly connectivity update for open habitat within the Great Lakes Restoration Initiative's (GLRI) Terrestrial Habitats & Connectivity (TH&C) work group's Pilot Area. The Pilot Area is a region of the northern Great Lakes Basin between Ashland, Wisconsin and the Keweenaw Peninsula and is bounded by Lake Superior in the north and the basin boundary in the south, including a 70 km buffer. Each year the TH&C selects project proposals for funding within the pilot area. These proposals involve either restoration, research, or land acquisition aimed at improving or increasing open connectivity in this area. The intended purpose of each year’s update is to understand the effects of funded projects on the groundwork and help inform the location and purpose of future project proposals. The 2025 open habitat connectivity maps serves as an additional time step for comparison for each fiscal year from pre 2021 into the future. \nTo create the post FY25 installment of GLRI's Terrestrial Habitats & Connectivity work group's pilot area yearly connectivity maps, we identified the geospatial locations where restoration work benefitting open habitats was completed throughout FY25. These locations were then assigned the lowest resistance value. Then using the open habitat resistance layer from Great Lakes Restoration Initiative's Terrestrial Habitats and Connectivity Work group's Pilot Area's post-fiscal year 2024 we overwrote the post FY24 resistance values with the resistance values assigned to the FY25 locations where work was done. This analysis produced two connectivity maps: a cumulative current map and a normalized current map. The cumulative current map shows where potential movement pathways between open habitat are located within the pilot area, while the normalized current map shows where obstructed movement, diffuse movement, and channelized movement occurs within the pilot area. These maps provide important information on how restoration efforts in the pilot area from both FY21, FY22, FY23, and FY24 are affecting open habitat connectivity.", + "spatial": "-80.78, 25.919, -80.018, 26.487", + "theme": [ + "geospatial" + ], + "title": "MODFLOW-2005 Groundwater Flow Model to Simulate Predevelopment Groundwater Flow in the Eastern Abu Dhabi Emirate, United Arab Emirates" + }, + "description": "A numerical groundwater flow model using MODFLOW-2005 was developed to examine \npredevelopment groundwater flow in eastern Abu Dhabi Emirate, United Arab Emirates. \nThe model was calibrated to conditions before the 1960s, the period before modern \npumping began. The model was used to evaluate the regional water budget and 4 \npotential recharge scenarios. This USGS data release contains all of the input and \noutput files for the simulations described in the associated model documentation report \n(https://doi.org/10.3133/sir20185158). This data release also includes input and output \ndata files for sensitivity and scenarios simulations, and MODFLOW-2015 source code.", "distribution_titles": [ "Digital Data", "Original Metadata" ], - "harvest_record": "https://catalog.data.gov/harvest_record/d54c5ed6-1359-45cb-82fa-3e1380bfb988", - "harvest_record_raw": "https://catalog.data.gov/harvest_record/d54c5ed6-1359-45cb-82fa-3e1380bfb988/raw", + "harvest_record": "https://catalog.data.gov/harvest_record/cc962a58-f7ac-414a-a788-e97111d6decb", + "harvest_record_raw": "https://catalog.data.gov/harvest_record/cc962a58-f7ac-414a-a788-e97111d6decb/raw", "has_download": true, "has_spatial": true, - "identifier": "http://datainventory.doi.gov/id/dataset/USGS_6a3e97431ba49ba6dca26eb6", - "keyword": [ - "Connectivity", - "Great Lakes", - "Keweenaw Peninsula", - "Lake Superior", - "Open Habitat", - "USGS:6a3e97431ba49ba6dca26eb6", - "biota", - "dispersal (organisms)", - "ecology", - "environment", - "habitat fragmentation", - "imageryBaseMapsEarthCover", - "land use change", - "remote sensing", - "structure" - ], - "last_harvested_date": "2026-09-27T00:16:52.146733", + "identifier": "http://datainventory.doi.gov/id/dataset/USGS_352bbf07-a8e1-4083-be31-aded7332e8fe", + "keyword": [ + "Abu Dhabi", + "Groundwater", + "Groundwater Model", + "MODFLOW-2005", + "USGS:352bbf07-a8e1-4083-be31-aded7332e8fe", + "United Arab Emirates", + "environment", + "geoscientificInformation", + "inlandWaters", + "usgsgroundwatermodel" + ], + "last_harvested_date": "2026-09-27T01:20:03.689439", "organization": { "aliases": [ "dept" @@ -689,35 +1607,35 @@ "slug": "doi" }, "parent_identifier": null, - "popularity": 0, + "popularity": 2, "publisher": "U.S. Geological Survey", - "slug": "great-lakes-restoration-initiatives-terrestrial-habitats-amp-connectivity-work-groups-pilo-4ab10", + "slug": "modflow-2005-groundwater-flow-model-to-simulate-predevelopment-groundwater-flow-in-the-eas", "spatial_centroid": { - "lat": 46.30902, - "lon": -90.40008 + "lat": 26.1462, + "lon": -80.4752 }, "spatial_shape": { "coordinates": [ [ [ - -93.4094, - 44.6675 - ], - [ - -93.4094, - 48.7713 - ], - [ - -85.8861, - 48.7713 - ], - [ - -85.8861, - 44.6675 - ], - [ - -93.4094, - 44.6675 + -80.78, + 25.919 + ], + [ + -80.78, + 26.487 + ], + [ + -80.018, + 26.487 + ], + [ + -80.018, + 25.919 + ], + [ + -80.78, + 25.919 ] ] ], @@ -726,16 +1644,16 @@ "theme": [ "geospatial" ], - "title": "Great Lakes Restoration Initiative's Terrestrial Habitats & Connectivity Work Group's Pilot Area's Post-Fiscal Year 2025 Open Habitat Connectivity", + "title": "MODFLOW-2005 Groundwater Flow Model to Simulate Predevelopment Groundwater Flow in the Eastern Abu Dhabi Emirate, United Arab Emirates", "type": "dataset" }, { - "_score": 7.2123137, + "_score": 9.717239, "_sort": [ - 1790468139112, - 7.2123137, - 1, - "c1f9c3d4-e831-4f3d-988f-0bc0f169215e" + 1790471763723, + 9.717239, + 0, + "375be7dd-ae76-4e19-8805-0f717a2a1aa8" ], "dcat": { "accessLevel": "public", @@ -744,14 +1662,14 @@ ], "contactPoint": { "@type": "vcard:Contact", - "fn": "U.S. Geological Survey, Alaska Science Center", - "hasEmail": "mailto:gs-ak_asc_datamanagers@usgs.gov" - }, - "description": "This data release contains maps, geospatial files, and a table of the satellite imagery types with the dates when they were collected and examined to interpret the presence of, and area occupied by, walruses at terrestrial haulouts. Estimates of the land area occupied by walruses are provided based on interpretation by experienced image reviewers. The images are from a variety of Earth observing satellite imagery sources collected over coastal areas of the Chukchi Sea (northwestern Alaska and northeastern Russia) in autumn when walruses come ashore in large numbers to rest in the absence of sea ice. Earth observing imagery sources used in this data release include (but are not limited to) optical imagery collections by: (1) the European Space Agency's Sentinel-2 mission and (2) the Plant Labs Planet Scope constellation, as well as synthetic aperture radar imagery collected by: (1) European Space Agency's Sentinel-1 mission; (2) the DLR (German Aerospace Agency) TerraSAR-X satellite (X-band), and (3) the Umbra Space satellite constellation (X-band).", + "fn": "Anthony D'Amato", + "hasEmail": "mailto:casc-data@usgs.gov" + }, + "description": "This raster map represents imputed forest community classes from forest inventory data summarized from the FVS national forest inventory data. Grid cells with the value of zero or lower are non-forest or unsimulated/inactive areas in the map. The LANDIS-II simulation model requires starting information on forest species composition that is both mapped and summarized in a text file. Forest plot data is summarized by species and estimated cohort age. Each unique plot makes up an initial community that populates the forest landscape. These plot data are tied to grid cells in geographic space based on their similarity and group membership within a processing stream that hybridizes clustering and canonical discriminate analysis. The goal of this analysis is to realistically represent current forest conditions both locally and across space. Our simulations of the Green Mountain National Forest (GMNF) study area start in the year 2010. Forest conditions were populated by FVS inventory and Mountain Birdwatch plots measured between 2000 and 2013. We analyzed forest inventory data and multi-temporal Landsat data from different seasons to create this map. Each value in the map represents a plot ID for an FVS inventory plot that was imputed to a location based on class membership in a class map created with Landsat data. When used with the LANDIS-II model and associated input files, this map will populate each cell with species cohorts of observed ages from the imputed plot inventory information.", "distribution": [ { "@type": "dcat:Distribution", - "accessURL": "https://doi.org/10.5066/P97NFTDU", + "accessURL": "https://doi.org/10.5066/P1DGEMFW", "description": "Landing page for access to the data", "format": "XML", "mediaType": "application/http", @@ -760,93 +1678,55 @@ { "@type": "dcat:Distribution", "description": "The metadata original format", - "downloadURL": "https://data.usgs.gov/datacatalog/metadata/USGS.ASC557.xml", + "downloadURL": "https://data.usgs.gov/datacatalog/metadata/USGS.59b1528ce4b020cdf7d90282.xml", "format": "XML", "mediaType": "text/xml", "title": "Original Metadata" } ], - "identifier": "http://datainventory.doi.gov/id/dataset/USGS_ASC557", - "keyword": [ - "Alaska", - "Animals/vertebrates", - "Biota", - "Cape Serdtse-Kamen", - "Carnivores", - "Chukchi Sea", - "Chukotka", - "Coastal ecosystems", - "Environment", - "Field inventory and monitoring", - "Image collections", - "Mammals", - "Marine ecosystems", - "Marine mammals", - "Migratory species", - "Odobenus rosmarus divergens", - "Pacific Walrus", - "Pinniped", - "Point Lay", - "Remote sensing", - "Russia", - "Satellite imagery", - "Seals/sea lions/walruses", - "Seasonal distribution", - "USGS:ASC557", - "Walrus", - "Wildlife" - ], - "modified": "2023-09-14T00:00:00Z", + "identifier": "http://datainventory.doi.gov/id/dataset/USGS_59b1528ce4b020cdf7d90282", + "keyword": [ + "Green Mountains National Forest", + "USGS:59b1528ce4b020cdf7d90282", + "Vermont", + "biota", + "ecological processes", + "environment", + "geospatial datasets", + "natural resource management" + ], + "modified": "2026-09-24T00:00:00Z", "publisher": { "@type": "org:Organization", "name": "U.S. Geological Survey" }, - "spatial": "-171.7, 66.9, -163.0, 69.6", - "theme": [ - "geospatial" - ], - "title": "Pacific Walrus Coastal Haulout Occurrences Interpreted from Satellite Imagery, 2023" - }, - "description": "This data release contains maps, geospatial files, and a table of the satellite imagery types with the dates when they were collected and examined to interpret the presence of, and area occupied by, walruses at terrestrial haulouts. Estimates of the land area occupied by walruses are provided based on interpretation by experienced image reviewers. The images are from a variety of Earth observing satellite imagery sources collected over coastal areas of the Chukchi Sea (northwestern Alaska and northeastern Russia) in autumn when walruses come ashore in large numbers to rest in the absence of sea ice. Earth observing imagery sources used in this data release include (but are not limited to) optical imagery collections by: (1) the European Space Agency's Sentinel-2 mission and (2) the Plant Labs Planet Scope constellation, as well as synthetic aperture radar imagery collected by: (1) European Space Agency's Sentinel-1 mission; (2) the DLR (German Aerospace Agency) TerraSAR-X satellite (X-band), and (3) the Umbra Space satellite constellation (X-band).", + "spatial": "-73.3324, 42.6975, -72.6485, 44.2107", + "theme": [ + "geospatial" + ], + "title": "Initial Forest Community Map of Green Mountains National Forest for LANDIS-II Model, Derived from Landsat and FVS data" + }, + "description": "This raster map represents imputed forest community classes from forest inventory data summarized from the FVS national forest inventory data. Grid cells with the value of zero or lower are non-forest or unsimulated/inactive areas in the map. The LANDIS-II simulation model requires starting information on forest species composition that is both mapped and summarized in a text file. Forest plot data is summarized by species and estimated cohort age. Each unique plot makes up an initial community that populates the forest landscape. These plot data are tied to grid cells in geographic space based on their similarity and group membership within a processing stream that hybridizes clustering and canonical discriminate analysis. The goal of this analysis is to realistically represent current forest conditions both locally and across space. Our simulations of the Green Mountain National Forest (GMNF) study area start in the year 2010. Forest conditions were populated by FVS inventory and Mountain Birdwatch plots measured between 2000 and 2013. We analyzed forest inventory data and multi-temporal Landsat data from different seasons to create this map. Each value in the map represents a plot ID for an FVS inventory plot that was imputed to a location based on class membership in a class map created with Landsat data. When used with the LANDIS-II model and associated input files, this map will populate each cell with species cohorts of observed ages from the imputed plot inventory information.", "distribution_titles": [ "Digital Data", "Original Metadata" ], - "harvest_record": "https://catalog.data.gov/harvest_record/c1e2f33c-6cb3-4a5d-b8d6-8bdb62e52efa", - "harvest_record_raw": "https://catalog.data.gov/harvest_record/c1e2f33c-6cb3-4a5d-b8d6-8bdb62e52efa/raw", + "harvest_record": "https://catalog.data.gov/harvest_record/6daff607-8174-4342-91bb-c35d8d77bec9", + "harvest_record_raw": "https://catalog.data.gov/harvest_record/6daff607-8174-4342-91bb-c35d8d77bec9/raw", "has_download": true, "has_spatial": true, - "identifier": "http://datainventory.doi.gov/id/dataset/USGS_ASC557", - "keyword": [ - "Alaska", - "Animals/vertebrates", - "Biota", - "Cape Serdtse-Kamen", - "Carnivores", - "Chukchi Sea", - "Chukotka", - "Coastal ecosystems", - "Environment", - "Field inventory and monitoring", - "Image collections", - "Mammals", - "Marine ecosystems", - "Marine mammals", - "Migratory species", - "Odobenus rosmarus divergens", - "Pacific Walrus", - "Pinniped", - "Point Lay", - "Remote sensing", - "Russia", - "Satellite imagery", - "Seals/sea lions/walruses", - "Seasonal distribution", - "USGS:ASC557", - "Walrus", - "Wildlife" - ], - "last_harvested_date": "2026-09-27T00:15:39.112255", + "identifier": "http://datainventory.doi.gov/id/dataset/USGS_59b1528ce4b020cdf7d90282", + "keyword": [ + "Green Mountains National Forest", + "USGS:59b1528ce4b020cdf7d90282", + "Vermont", + "biota", + "ecological processes", + "environment", + "geospatial datasets", + "natural resource management" + ], + "last_harvested_date": "2026-09-27T01:16:03.723049", "organization": { "aliases": [ "dept" @@ -861,35 +1741,35 @@ "slug": "doi" }, "parent_identifier": null, - "popularity": 1, + "popularity": 0, "publisher": "U.S. Geological Survey", - "slug": "pacific-walrus-coastal-haulout-occurrences-interpreted-from-satellite-imagery-2023", + "slug": "initial-forest-community-map-of-green-mountains-national-forest-for-landis-ii-model-derive", "spatial_centroid": { - "lat": 67.97999999999999, - "lon": -168.21999999999997 + "lat": 43.30278, + "lon": -73.05884 }, "spatial_shape": { "coordinates": [ [ [ - -171.7, - 66.9 - ], - [ - -171.7, - 69.6 - ], - [ - -163.0, - 69.6 - ], - [ - -163.0, - 66.9 - ], - [ - -171.7, - 66.9 + -73.3324, + 42.6975 + ], + [ + -73.3324, + 44.2107 + ], + [ + -72.6485, + 44.2107 + ], + [ + -72.6485, + 42.6975 + ], + [ + -73.3324, + 42.6975 ] ] ], @@ -898,3534 +1778,16 @@ "theme": [ "geospatial" ], - "title": "Pacific Walrus Coastal Haulout Occurrences Interpreted from Satellite Imagery, 2023", + "title": "Initial Forest Community Map of Green Mountains National Forest for LANDIS-II Model, Derived from Landsat and FVS data", "type": "dataset" }, { - "_score": 12.4505, + "_score": 10.263874, "_sort": [ - 1790468012637, - 12.4505, - 6, - "46f7c7a7-7371-48b4-afd7-c9b6214c425e" - ], - "dcat": { - "@type": "dcat:Dataset", - "accessLevel": "non-public", - "contactPoint": { - "@type": "vcard:Contact", - "fn": "NOAA National Centers for Environmental Information", - "hasEmail": "mailto:ncei.info@noaa.gov" - }, - "describedByType": "application/octet-stream", - "description": "This dataset includes physical, chemical, meteorological, and biological data, including zooplankton abundance, primary production, carotenoids, phaeophytin, fluorescence, phaeopigments, fatty acids, chlorophylls, aggregates and particulate matter, \"marine snow\", thymidine and leucine uptake, nitrate and saturated ammonium uptake rates, oxygen production, irradiance, Lu683, PAR, Thorium-234 activity, chemical concentrations, light attenuation and transmission, water temperature, currents, salinity, and other data.\n\nThese data were collected during the Joint Global Ocean Flux Study (JGOFS) Arabian Sea Process Study between 1992 and 1997, the Equatorial Pacific (EqPac) Process Study along 140°W during 1992, the Antarctic Environment and Southern Ocean Process Study (AESOPS), 1996 to 1998, and the North Atlantic Bloom Experiment (NABE) April through July 1989, as well as the Bermuda Atlantic Time Series (BATS) study which began in 1989. This dataset also includes data from other related JGOFS Antarctic and Southern Ocean expeditions, including the Antarctic Polar Frontal Zone (APFZ) cruises in 1997 and 1998, the ANT X/6 expedition and Oregon State University cruises on POLAR DUKE between 1990 and 1995. As an extra added bonus, this dataset also includes the North Pacific Process Study (NPPS) CD-ROM that was produced by the Japan Oceanographic Data Center (JODC).\n\nThe U.S. Joint Global Ocean Flux Study (JGOFS) Equatorial Pacific (EqPac) process study was conducted along 140°W during the calendar year 1992. Four process cruises took place, with a fifth benthic cruise and sediment trap legs adding to the overall study.\n\nMost Hawaii Ocean Times Series (HOT) data are available separately, although some HOT data are included in this dataset.", - "distribution": [ - { - "@type": "dcat:Distribution", - "accessURL": "https://www.ncei.noaa.gov/archive/accession/US-JGOFS-Program", - "describedByType": "application/octet-stream", - "description": "Navigate directly to the URL for a descriptive web page with download links.", - "mediaType": "text/html", - "title": "NCEI Dataset Landing Page" - }, - { - "@type": "dcat:Distribution", - "accessURL": "https://data.noaa.gov/onestop/collections/granules/1eb718e6-5921-4771-bcf3-193da92e2df3", - "describedByType": "application/octet-stream", - "description": "Browse data granules belonging to this collection (a granule is the smallest aggregation of data that can be independently described and retrieved).", - "mediaType": "text/html", - "title": "Browse granules" - 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GCMD Keywords, Version 21. Greenbelt, MD: Earth Science Data and Information System, Earth Science Projects Division, Goddard Space Flight Center (GSFC), National Aeronautics and Space Administration (NASA). URL (GCMD Keyword Forum Page): https://forum.earthdata.nasa.gov/app.php/tag/GCMD+Keywords", - "mediaType": "text/html", - "title": "GCMD Keyword Forum Page" - }, - { - "@type": "dcat:Distribution", - "accessURL": "https://www.ncei.noaa.gov/contact", - "describedByType": "application/octet-stream", - "description": "Information for contacts at NCEI.", - "mediaType": "text/html", - "title": "NCEI Contact Information" - } - ], - "identifier": "https://data.noaa.gov/waf/NOAA/NESDIS/ncei/accessions/iso/xml/US-JGOFS-Program.xml", - "issued": "1991-01-01T00:00:00.000+00:00", - "keyword": [ - "0000145", - "0000285", - "0000407", - "0000463", - "0000498", - "0000499", - "0000504", - "0000519", - "0000523", - "0000562", - "0000887", - "0000888", - "0000889", - "0000890", - "0000894", - "0000895", - "0000896", - "0000897", - "0000898", - "0000899", - "0000947", - "0000990", - "0001155", - "0001873", - "0002369", - "9100172", - "9200023", - "9200088", - "9200089", - "9200160", - "9500082", - "9500091", - 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"NITRATE", - "nitrate + nitrite content (concentration)", - "NITRITE", - "NITROGEN", - "NITROGEN - PARTICULATE", - "NUTRIENTS", - "OPTICAL BACKSCATTER", - "OXYGEN", - "Partial pressure (or fugacity) of carbon dioxide - atmosphere", - "partial pressure of carbon dioxide - water", - "PARTICULATE CARBON", - "Particulate Inorganic Carbon", - "PARTICULATE MATTER - DRY WEIGHT", - "PARTICULATE ORGANIC CARBON", - "PARTICULATE ORGANIC NITROGEN (PON)", - "pH", - "PHAEOPHYTIN", - "PHAEOPIGMENT CONCENTRATION", - "PHAEOPIGMENTS", - "phosphate", - "PHOSPHATE - TOTAL", - "PHOTOSYNTHETIC ACTIVE RADIATION (PAR)", - "PHOTOSYNTHETIC CAPACITY - EXPERIMENT ELAPSED TIME", - "PHYTOPLANKTON", - "PHYTOPLANKTON - DRY WEIGHT", - "PHYTOPLANKTON - WET WEIGHT", - "PHYTOPLANKTON BIOMASS", - "PIGMENTS", - "POLYCHLORINATED BIPHENYLS", - "POLYNUCLEAR AROMATIC HYDROCARBONS (PAH)", - "Potential temperature (theta)", - "PRIMARY PRODUCTIVITY", - "PRIMARY PRODUCTIVITY - PHYTOPLANKTON", - "Prochlorococcus", - "RADIATION - TOTAL INCIDENT", - "RADIUM ISOTOPES", - "respiration rates", - "SALINITY", - "SEA STATE", - "SEA SURFACE TEMPERATURE", - "Secchi depth", - "SEDIMENT PROPERTIES", - "SEDIMENTS", - "SEDIMENTS - DRY WEIGHT", - "SEDIMENTS - PARTICLE SIZE FRACTIONS", - "SIGMA-T", - "SIGMA-THETA", - "silicate", - "Silicon", - "SOLAR RADIATION - ATMOSPHERIC", - "SOUND VELOCITY", - "species abundance", - "SPECIES IDENTIFICATION - WET WEIGHT", - "surface irradiance", - "suspended solids", - "Synechococcus", - "thorium isotope", - "thymidine", - "TIDE HEIGHT", - "TIDE STAGE", - "total alkalinity", - "TOTAL CARBON", - "Total nitrogen", - "TOTAL PHOSPHATE", - "TOTAL PHOSPHORUS", - "TRACE METALS", - "Tritium (Hydrogen isotope)", - "turbidity", - "UPWELLING IRRADIANCE", - "UPWELLING RADIANCE", - "UREA", - "Violaxanthin", - "WATER DENSITY", - "water depth", - "WATER TEMPERATURE", - "WAVE HEIGHT", - "WAVE PERIOD", - "WEATHER", - "WIND DIRECTION", - "WIND SPEED", - "zinc", - "ZOOPLANKTON", - "ZOOPLANKTON ABUNDANCE", - "ZOOPLANKTON BIOMASS", - "ZOOPLANKTON IDENTITIES", - "ZOOPLANKTON SPECIES IDENTITIES", - "ZOOPLANKTON SPECIES NUMBER PER SAMPLE", - "bathythermograph - AXBT", - "bathythermograph - BT", - "bathythermograph - XBT", - "bottle", - "buoy - drifting buoy", - "camera", - "chromatograph", - "CTD", - "CTD - moored CTD", - "current meter", - "Flow Cytometer", - "fluorescence microscope", - "fluorometer", - "irradiance detector", - "laboratory analysis", - "mass spectrometer", - "meteorological sensor", - "microscope", - "Multiple Opening/Closing Net and Environmental Sensing System (MOCNESS)", - "net", - "net - plankton net", - "net - zooplankton net", - "Niskin bottle", - "optical backscatter sensor", - "oxygen sensor", - "PAR Sensor", - "pH sensor", - "pump casts", - "radiometer", - "salinometer", - "SeaSoar", - "Secchi disk", - "sediment sampler - corer", - "sediment sampler - grab", - "spectrophotometer", - "surface seawater intake", - "thermometer", - "tide gauge", - "transmissometer", - "trap", - "trap - sediment", - "video - LAPS - autonomous video camera", - "visual analysis", - "benthic", - "biological", - "chemical", - "continuous", - "current measurements", - "geological", - "laboratory analyses", - "meteorological", - "optical", - "physical", - "plankton", - "profile", - "pump cast", - "surface measurements", - "time series", - "tows", - "tows - plankton tows", - "tows - undulating tow", - "underway", - "water chemistry", - "AIRCRAFT", - "ATLANTIS II", - "CAPE HATTERAS", - "CAPE HENLOPEN", - "CROMWELL", - "ENDEAVOR", - "ENDEAVOR", - "FIXED PLATFORM OF UNITED STATES", - "MOANA WAVE", - "MULTIPLE SHIPS OF NORWAY", - "NA'INA", - "NEW HORIZON", - "R/V Polar Duke", - "R/V Roger Revelle", - "R/V THOMAS G. THOMPSON", - "R/V WECOMA", - "ROVER", - "RV Alpha Helix", - "RV Nathaniel B. Palmer", - "RV Polarstern", - "SAGAR KANYA", - "WEATHERBIRD II", - "Bermuda Biological Station for Research", - "Bermuda Institute of Ocean Sciences", - "Bigelow Laboratory for Ocean Sciences", - "Duke University", - "Fish Research Institute", - "Gulf Coast Research Laboratory", - "Harvard University", - "Horn Point Laboratory", - "Lamont-Doherty Earth Observatory", - "Louisiana Universities Marine Consortium", - "Moss Landing Marine Laboratories", - "NASA Goddard Space Flight Center", - "National Institute of Oceanography - India", - "North Carolina State University", - "Old Dominion University", - "Oregon State University", - "Oregon State University, College of Earth, Ocean, and Atmospheric Sciences", - "Royal Netherlands Institute for Sea Research", - "San Diego State University", - "San Francisco State University", - "Scripps Institution of Oceanography", - "Skidaway Institute of Oceanography", - "State University of New York at Stony Brook", - "Texas A&M University", - "The College of William and Mary", - "The University of North Carolina at Chapel Hill", - "University of Bergen", - "University of California - Santa Cruz", - "University of Connecticut, Marine Research Laboratory", - "University of Delaware, College of Earth, Ocean, and Environment, School of Marine Science and Policy", - "University of Georgia, School of Marine Programs", - "University of Hawaiʻi at Mānoa", - "University of Miami Rosenstiel School of Marine and Atmospheric Science", - "University of Minnesota - Duluth, Large Lakes Observatory", - "University of Rhode Island, Graduate School of Oceanography", - "University of Southern California", - "University of Tennessee", - "University of Washington", - "US NASA/Jet Propulsion Laboratory", - "US National Aeronautic and Space Administration", - "Virginia Institute of Marine Science", - "Woods Hole Oceanographic Institution", - "Bermuda Institute of Ocean Sciences", - "Bigelow Laboratory for Ocean Sciences", - "Duke University", - "Gulf Coast Research Laboratory", - "Harvard University", - "Horn Point Laboratory", - "Japan Oceanographic Data Center", - "Lamont-Doherty Earth Observatory", - "Louisiana Universities Marine Consortium", - "Moss Landing Marine Laboratories", - "NASA Goddard Space Flight Center", - "National Institute of Oceanography - India", - "North Carolina State University", - "Old Dominion University", - "Oregon State University", - "Oregon State University, College of Earth, Ocean, and Atmospheric Sciences", - "Royal Netherlands Institute for Sea Research", - "San Diego State University", - "San Francisco State University", - "Scripps Institution of Oceanography", - "Skidaway Institute of Oceanography", - "State University of New York at Stony Brook", - "Texas A&M University", - "University of Bergen", - "University of California - Santa Cruz", - "University of Connecticut, Marine Research Laboratory", - "University of Delaware, College of Earth, Ocean, and Environment, School of Marine Science and Policy", - "University of Georgia, School of Marine Programs", - "University of Hawaiʻi at Mānoa", - "University of Miami Rosenstiel School of Marine and Atmospheric Science", - "University of Rhode Island, Graduate School of Oceanography", - "University of Southern California", - "University of Washington", - "US NASA/Jet Propulsion Laboratory", - "US National Aeronautic and Space Administration", - "Virginia Institute of Marine Science", - "Woods Hole Oceanographic Institution", - "BERMUDA ATLANTIC TIME SERIES (BATS)", - "Hydrostation S", - "JOINT GLOBAL OCEAN FLUX STUDY (JGOFS)", - "Joint Global Ocean Flux Study - North Atlantic Bloom Experiment (JGOFS/NABE)", - "Joint Global Ocean Flux Study / Arabian Sea Process Study (JGOFS/Arabian Sea)", - "JOINT GLOBAL OCEAN FLUX STUDY/EQUATORIAL PACIFIC BASIN STUDY (JGOFS/EQPAC)", - "Joint Global Ocean Flux Study: Hawaii Ocean Time-series (JGOFS HOT)", - "US JGOFS ANTARCTIC ENVIRONMENT AND SOUTHERN OCEAN PROCESS STUDY (JGOFS/AESOPS)", - "Arabian Sea", - "Equatorial Pacific Ocean", - "Gulf of Oman", - "Indian Ocean", - "Laccadive Sea", - "North Atlantic Ocean", - "North Pacific Ocean", - "Northwest Atlantic Ocean (limit-40 W)", - "Ross Sea", - "South Atlantic Ocean", - "South Pacific Ocean", - "Southeast Atlantic Ocean (limit-20 W)", - "Southern Ocean", - "TOGA Area - Pacific (30 N to 30 S)", - "oceanography", - "BBSR > Bermuda Biological Station for Research", - "BIGELOW > Bigelow Laboratory of Ocean Sciences", - "COLUMBIA/LDEO > Lamont-Doherty Earth Observatory, Columbia University", - "CWM/VIMS > Virginia Institute of Marine Science, College of William and Mary", - "DOC/NOAA/NESDIS/NODC > National Oceanographic Data Center, NESDIS, NOAA, U.S. Department of Commerce", - "IN/NIO > National Institute of Oceanography, India", - "JP/JODC > Japan Oceanographic Data Center", - "Jet Propulsion Laboratory", - "MLML > Moss Landing Marine Laboratories", - "NL/NWO/NIOZ > Royal Netherlands Institute for Sea Research (NIOZ)", - "OR-STATE/CEOAS > College of Earth, Ocean, and Atmospheric Sciences, Oregon State University", - "U-MIAMI/RSMAS > Rosenstiel School of Marine and Atmospheric Science, University of Miami", - "UGA/SkIO > Skidaway Institute of Oceanography, University of Georgia", - "UMCES/HPL > Horns Point Laboratory, University of Maryland Center for Environmental Science", - "URI/GSO > Graduate School of Oceanography, University of Rhode Island", - "WHOI > WOODS HOLE OCEANOGRAPHIC INSTITUTION", - "NBP96-4A", - "NBP9604", - "NBP965", - "NBP97-1", - "NBP97-3", - "NBP97-8", - "NBP98-2", - "RR_KIWI07", - "RR_KIWI08", - "RR_KIWI09", - "RR_KIWI6", - "TTN007", - "TTN008", - "TTN011", - "TTN012", - "TTN013", - "TTN043", - "TTN045", - "TTN049", - "TTN050", - "TTN053", - "TTN054", - "AESOPS > U.S. JGOFS Antarctic Environment and Southern Ocean Process Study", - "HOT > Hawaiian Ocean Time Series Project", - "JGOFS > Joint Global Ocean Flux Study, IGBP", - "EARTH SCIENCE > AGRICULTURE > AGRICULTURAL AQUATIC SCIENCES > FISHERIES", - "EARTH SCIENCE > ATMOSPHERE > AEROSOLS > AEROSOL OPTICAL DEPTH/THICKNESS", - "EARTH SCIENCE > ATMOSPHERE > ATMOSPHERIC CHEMISTRY > CARBON AND HYDROCARBON COMPOUNDS > ATMOSPHERIC CARBON DIOXIDE > PARTIAL PRESSURE OF CARBON DIOXIDE", - "EARTH SCIENCE > ATMOSPHERE > ATMOSPHERIC PRESSURE", - "EARTH SCIENCE > ATMOSPHERE > ATMOSPHERIC RADIATION > INCOMING SOLAR RADIATION", - "EARTH SCIENCE > ATMOSPHERE > ATMOSPHERIC TEMPERATURE", - "EARTH SCIENCE > ATMOSPHERE > ATMOSPHERIC TEMPERATURE > SURFACE TEMPERATURE > AIR TEMPERATURE", - "EARTH SCIENCE > ATMOSPHERE > ATMOSPHERIC WINDS > SURFACE WINDS > WIND DIRECTION", - "EARTH SCIENCE > ATMOSPHERE > ATMOSPHERIC WINDS > SURFACE WINDS > WIND SPEED", - "EARTH SCIENCE > BIOLOGICAL CLASSIFICATION", - "EARTH SCIENCE > BIOLOGICAL CLASSIFICATION > BACTERIA/ARCHAEA", - "EARTH SCIENCE > BIOLOGICAL CLASSIFICATION > BACTERIA/ARCHAEA > CYANOBACTERIA (BLUE-GREEN ALGAE)", - "EARTH SCIENCE > BIOLOGICAL CLASSIFICATION > PLANTS > MICROALGAE > DIATOMS", - "EARTH SCIENCE > BIOLOGICAL CLASSIFICATION > PROTISTS > PLANKTON", - "EARTH SCIENCE > BIOLOGICAL CLASSIFICATION > PROTISTS > PLANKTON > PHYTOPLANKTON", - "EARTH SCIENCE > BIOSPHERE > ECOLOGICAL DYNAMICS > ECOSYSTEM FUNCTIONS > PHOTOSYNTHESIS", - "EARTH SCIENCE > BIOSPHERE > ECOLOGICAL DYNAMICS > ECOSYSTEM FUNCTIONS > PRIMARY PRODUCTION", - "EARTH SCIENCE > BIOSPHERE > ECOLOGICAL DYNAMICS > ECOSYSTEM FUNCTIONS > RESPIRATION RATE", - "EARTH SCIENCE > BIOSPHERE > ECOSYSTEMS > AQUATIC ECOSYSTEMS > PLANKTON", - "EARTH SCIENCE > BIOSPHERE > ECOSYSTEMS > AQUATIC ECOSYSTEMS > PLANKTON > ZOOPLANKTON", - "EARTH SCIENCE > BIOSPHERE > VEGETATION > BIOMASS", - "EARTH SCIENCE > OCEANS > BATHYMETRY/SEAFLOOR TOPOGRAPHY > WATER DEPTH", - "EARTH SCIENCE > OCEANS > MARINE SEDIMENTS", - "EARTH SCIENCE > OCEANS > OCEAN ACOUSTICS > ACOUSTIC VELOCITY", - "EARTH SCIENCE > OCEANS > OCEAN CHEMISTRY", - "EARTH SCIENCE > OCEANS > OCEAN CHEMISTRY > ALKALINITY", - "EARTH SCIENCE > OCEANS > OCEAN CHEMISTRY > AMMONIA", - "EARTH SCIENCE > OCEANS > OCEAN CHEMISTRY > CARBON", - "EARTH SCIENCE > OCEANS > OCEAN CHEMISTRY > CARBON DIOXIDE", - "EARTH SCIENCE > OCEANS > OCEAN CHEMISTRY > CHLOROPHYLL", - "EARTH SCIENCE > OCEANS > OCEAN CHEMISTRY > HYDROCARBONS", - "EARTH SCIENCE > OCEANS > OCEAN CHEMISTRY > INORGANIC CARBON", - "EARTH SCIENCE > OCEANS > OCEAN CHEMISTRY > NITRATE", - "EARTH SCIENCE > OCEANS > OCEAN CHEMISTRY > NITRITE", - "EARTH SCIENCE > OCEANS > OCEAN CHEMISTRY > NITROGEN", - "EARTH SCIENCE > OCEANS > OCEAN CHEMISTRY > NUTRIENTS", - "EARTH SCIENCE > OCEANS > OCEAN CHEMISTRY > ORGANIC CARBON", - "EARTH SCIENCE > OCEANS > OCEAN CHEMISTRY > ORGANIC MATTER", - "EARTH SCIENCE > OCEANS > OCEAN CHEMISTRY > OXYGEN", - "EARTH SCIENCE > OCEANS > OCEAN CHEMISTRY > PH", - "EARTH SCIENCE > OCEANS > OCEAN CHEMISTRY > PHOSPHATE", - "EARTH SCIENCE > OCEANS > OCEAN CHEMISTRY > PIGMENTS", - "EARTH SCIENCE > OCEANS > OCEAN CHEMISTRY > PIGMENTS > CHLOROPHYLL", - "EARTH SCIENCE > OCEANS > OCEAN CHEMISTRY > SILICATE", - "EARTH SCIENCE > OCEANS > OCEAN CHEMISTRY > SUSPENDED SOLIDS", - "EARTH SCIENCE > OCEANS > OCEAN CIRCULATION > OCEAN CURRENTS", - "EARTH SCIENCE > OCEANS > OCEAN OPTICS", - "EARTH SCIENCE > OCEANS > OCEAN OPTICS > ATTENUATION/TRANSMISSION", - "EARTH SCIENCE > OCEANS > OCEAN OPTICS > FLUORESCENCE", - "EARTH SCIENCE > OCEANS > OCEAN OPTICS > IRRADIANCE", - "EARTH SCIENCE > OCEANS > OCEAN OPTICS > PHOTOSYNTHETICALLY ACTIVE RADIATION", - "EARTH SCIENCE > OCEANS > OCEAN OPTICS > SECCHI DEPTH", - "EARTH SCIENCE > OCEANS > OCEAN OPTICS > TURBIDITY", - "EARTH SCIENCE > OCEANS > OCEAN PRESSURE > WATER PRESSURE", - "EARTH SCIENCE > OCEANS > OCEAN TEMPERATURE > POTENTIAL TEMPERATURE", - "EARTH SCIENCE > OCEANS > OCEAN TEMPERATURE > SEA SURFACE TEMPERATURE", - "EARTH SCIENCE > OCEANS > OCEAN TEMPERATURE > WATER TEMPERATURE", - "EARTH SCIENCE > OCEANS > OCEAN WAVES > SEA STATE", - "EARTH SCIENCE > OCEANS > OCEAN WAVES > WAVE HEIGHT", - "EARTH SCIENCE > OCEANS > OCEAN WAVES > WAVE PERIOD", - "EARTH SCIENCE > OCEANS > SALINITY/DENSITY > CONDUCTIVITY", - "EARTH SCIENCE > OCEANS > SALINITY/DENSITY > DENSITY", - "EARTH SCIENCE > OCEANS > SALINITY/DENSITY > SALINITY", - "EARTH SCIENCE > OCEANS > TIDES", - "EARTH SCIENCE > OCEANS > TIDES > TIDAL HEIGHT", - "19'-butanoyloxyfucoxanthin", - "19'-hexanoyloxyfucoxanthin", - "alloxanthin", - "alpha-carotene", - "beta-carotene", - "chlorophyll a", - "chlorophyll b", - "chlorophyll c3", - "chlorophyllide a", - "cis-19'-hexanoyloxyfucoxanthin", - "cis-fucoxanthin", - "diadinoxanthin", - "diatoxanthin", - "divinyl chlorophyll a", - "divinyl chlorophyll b", - "fucoxanthin", - "lutein", - "monovinyl chlorophyll a", - "monovinyl chlorophyll b", - "peridinin", - "phaeopigments", - "prasinoxanthin", - "violaxanthin", - "zeaxanthin", - "BATHYTHERMOGRAPHS", - "CAMERA > CAMERA", - "CTD > Conductivity, Temperature, Depth", - "CURRENT METERS", - "DRIFTING BUOYS > DRIFTING BUOYS", - "FLOW CYTOMETRY", - "FLUORESCENCE MICROSCOPY > FLUORESCENCE MICROSCOPY", - "FLUOROMETERS > FLUOROMETERS", - "GAS CHROMATOGRAPHS > GAS CHROMATOGRAPHS", - "GRAB SAMPLERS", - "MASS SPECTROMETERS > MASS SPECTROMETERS", - "MICROSCOPES > MICROSCOPES", - "MOCNESS > MOCNESS Plankton Net", - "NETS > NETS", - "NISKIN BOTTLES", - "OPTSPEC > Optical Spectrometer", - "OXYGEN METERS > OXYGEN METERS", - "PAR SENSORS > Photosynthetically Active Radiation Sensors", - "PH METERS > PH METERS", - "PLANKTON NETS", - "RADIOMETERS", - "SALINOMETERS", - "SECCHI DISKS > SECCHI DISKS", - "SEDIMENT CORERS > SEDIMENT CORERS", - "THERMOMETERS > THERMOMETERS", - "TIDE GAUGES > TIDE GAUGES", - "TRANSMISSOMETERS", - "TRAPS > TRAPS", - "VIDEO CAMERA > VIDEO CAMERA", - "XBT > Expendable Bathythermographs", - "FIXED OBSERVATION STATIONS > FIXED OBSERVATION STATIONS", - "Ships", - "ALPHA HELIX (call sign: WSD7078, ICES code: 31HX, 1966-)", - "ATLANTIS II (call sign: KADC, ICES code: 31AN, 1963-1996)", - "CAPE HATTERAS (call sign: WRZ8934, ICES code: 32KZ, 1981-)", - "CAPE HENLOPEN (ICES code: 32CW)", - "CROMWELL (ICES code: 31WM)", - "ENDEAVOR (call sign: WAUW, ICES code: 33EN)", - "ENDEAVOR (call sign: WCE5063, ICES code: 32EV, 1976-)", - "MOANA WAVE (call sign: WUS9293, ICES code: 32MW, 1974-2011)", - "NA'INA (ICES code: 33NA)", - "NATHANIEL B. PALMER (call sign: WPB3210, ICES code: 3206, 1992-)", - "NEW HORIZON (call sign: WKWB, ICES code: 32NM, 1978-2015)", - "POLAR DUKE (call sign: WCX7445, ICES code: 33PD, 1984-1988)", - "Polarstern (call sign: DBLK, ICES code: 06AQ, 1982-)", - "ROGER REVELLE (call sign: KAOU, ICES code: 33RR, 1996-)", - "ROVER (ICES code: 32YS)", - "SAGAR KANYA (call sign: VTJR, ICES code: 41SG)", - "THOMAS G. THOMPSON (call sign: KTDQ, ICES code: 3250, 1991-)", - "WEATHERBIRD (call sign: AGOR, ICES code: 320G)", - "WECOMA (call sign: WSD7079, ICES code: 32WC, 1976-)", - "OCEAN > ATLANTIC OCEAN > NORTH ATLANTIC OCEAN", - "OCEAN > ATLANTIC OCEAN > SOUTH ATLANTIC OCEAN", - "OCEAN > INDIAN OCEAN", - "OCEAN > INDIAN OCEAN > ARABIAN SEA", - "OCEAN > PACIFIC OCEAN", - "OCEAN > PACIFIC OCEAN > NORTH PACIFIC OCEAN", - "OCEAN > PACIFIC OCEAN > SOUTH PACIFIC OCEAN", - "OCEAN > SOUTHERN OCEAN", - "OCEAN > SOUTHERN OCEAN > ROSS SEA" - ], - "landingPage": "https://www.ncei.noaa.gov/contact", - "language": [], - "license": "https://creativecommons.org/publicdomain/zero/1.0/", - "modified": "2026-03-23T00:00:00.000+00:00", - "publisher": { - "@type": "org:Organization", - "name": "NOAA National Centers for Environmental Information" - }, - "references": [ - "https://usjgofs.whoi.edu/research/index.html", - "https://doi.org/10.1016/s0967-0645(00)00059-x", - "https://doi.org/10.1016/0967-0645(96)00004-5", - "https://discover.library.noaa.gov/permalink/01NOAA_INST/1qbesct/alma991001196289707381", - "https://discover.library.noaa.gov/permalink/01NOAA_INST/1qbesct/alma991000435089707381", - "https://doi.org/10.5670/oceanog.1992.01", - "https://www.ncei.noaa.gov/archive/accession/Station-ALOHA-HOT", - "https://www.ncei.noaa.gov/archive/accession/BIOS-Hydrostation_S", - "https://www.ncei.noaa.gov/archive/accession/0291424", - "https://www.ncei.noaa.gov/archive/accession/0299432", - "https://www.ncei.noaa.gov/archive/accession/0299443", - "https://www.ncei.noaa.gov/archive/accession/0299541", - "https://www.ncei.noaa.gov/archive/accession/0299425", - "https://www.ncei.noaa.gov/access/ocean-carbon-acidification-data-system/oceans/Coastal/BATS.html" - ], - "rights": "otherRestrictions", - "spatial": "87.97,-78.05,-179.684,66.0", - "temporal": "1968-01-01T00:00:00+00:00/2003-01-01T00:00:00+00:00", - "theme": [ - "geospatial" - ], - "title": "Data from the Joint Global Ocean Flux Study (JGOFS) Time Series and Process Studies, 1992 to 1997" - }, - "description": "This dataset includes physical, chemical, meteorological, and biological data, including zooplankton abundance, primary production, carotenoids, phaeophytin, fluorescence, phaeopigments, fatty acids, chlorophylls, aggregates and particulate matter, \"marine snow\", thymidine and leucine uptake, nitrate and saturated ammonium uptake rates, oxygen production, irradiance, Lu683, PAR, Thorium-234 activity, chemical concentrations, light attenuation and transmission, water temperature, currents, salinity, and other data.\n\nThese data were collected during the Joint Global Ocean Flux Study (JGOFS) Arabian Sea Process Study between 1992 and 1997, the Equatorial Pacific (EqPac) Process Study along 140°W during 1992, the Antarctic Environment and Southern Ocean Process Study (AESOPS), 1996 to 1998, and the North Atlantic Bloom Experiment (NABE) April through July 1989, as well as the Bermuda Atlantic Time Series (BATS) study which began in 1989. This dataset also includes data from other related JGOFS Antarctic and Southern Ocean expeditions, including the Antarctic Polar Frontal Zone (APFZ) cruises in 1997 and 1998, the ANT X/6 expedition and Oregon State University cruises on POLAR DUKE between 1990 and 1995. As an extra added bonus, this dataset also includes the North Pacific Process Study (NPPS) CD-ROM that was produced by the Japan Oceanographic Data Center (JODC).\n\nThe U.S. Joint Global Ocean Flux Study (JGOFS) Equatorial Pacific (EqPac) process study was conducted along 140°W during the calendar year 1992. Four process cruises took place, with a fifth benthic cruise and sediment trap legs adding to the overall study.\n\nMost Hawaii Ocean Times Series (HOT) data are available separately, although some HOT data are included in this dataset.", - "distribution_titles": [ - "NCEI Dataset Landing Page", - "Browse granules", - "Search for granules", - "https://usjgofs.whoi.edu/research/index.html", - "https://doi.org/10.1016/s0967-0645(00)00059-x", - "https://doi.org/10.1016/0967-0645(96)00004-5", - "https://discover.library.noaa.gov/permalink/01NOAA_INST/1qbesct/alma991001196289707381", - "https://discover.library.noaa.gov/permalink/01NOAA_INST/1qbesct/alma991000435089707381", - "https://doi.org/10.5670/oceanog.1992.01", - "https://www.ncei.noaa.gov/archive/accession/Station-ALOHA-HOT", - "https://www.ncei.noaa.gov/archive/accession/BIOS-Hydrostation_S", - "https://www.ncei.noaa.gov/archive/accession/0291424", - "https://www.ncei.noaa.gov/archive/accession/0299432", - "https://www.ncei.noaa.gov/archive/accession/0299443", - "https://www.ncei.noaa.gov/archive/accession/0299541", - "https://www.ncei.noaa.gov/archive/accession/0299425", - "https://www.ncei.noaa.gov/access/ocean-carbon-acidification-data-system/oceans/Coastal/BATS.html", - "GCMD Keyword Forum Page", - "NCEI Contact Information" - ], - "harvest_record": "https://catalog.data.gov/harvest_record/8b65680f-6215-4e01-bce0-3746645bf8b5", - "harvest_record_raw": "https://catalog.data.gov/harvest_record/8b65680f-6215-4e01-bce0-3746645bf8b5/raw", - "harvest_record_transformed": "https://catalog.data.gov/harvest_record/8b65680f-6215-4e01-bce0-3746645bf8b5/transformed", - "has_download": true, - "has_spatial": true, - "identifier": "https://data.noaa.gov/waf/NOAA/NESDIS/ncei/accessions/iso/xml/US-JGOFS-Program.xml", - "keyword": [ - "0000145", - "0000285", - "0000407", - "0000463", - "0000498", - "0000499", - "0000504", - "0000519", - "0000523", - "0000562", - "0000887", - "0000888", - "0000889", - "0000890", - "0000894", - "0000895", - "0000896", - "0000897", - "0000898", - "0000899", - "0000947", - "0000990", - "0001155", - "0001873", - "0002369", - "9100172", - "9200023", - "9200088", - "9200089", - "9200160", - "9500082", - "9500091", - "9600065", - "9600091", - "9600115", - "9600118", - "9700034", - "9700039", - "9700048", - "9700049", - "9700050", - "9700052", - "9700053", - "9700054", - "9700055", - "9700056", - "9700058", - "9700059", - "9700062", - "9700068", - "9700083", - "9700085", - "9700086", - "9700087", - "9700088", - "9700106", - "9700107", - "9700108", - "9700109", - "9700110", - "9700112", - "9700115", - "9700116", - "9700177", - "9700178", - "9700180", - "9700194", - "9700195", - "9700196", - "9700197", - "9700205", - "9700206", - "9700207", - "9700208", - "9700209", - "9700210", - "9700221", - "9800020", - "9800030", - "9800032", - "9800033", - "9800037", - "9800042", - "9800055", - "9800061", - "9800071", - "9800072", - "9800073", - "9800077", - "9800079", - "9800085", - "9800086", - "9800088", - "9800092", - "9800093", - "9800095", - "9800109", - "9800116", - "9800120", - "9800127", - "9800128", - "9800131", - "9800132", - "9800154", - "9800155", - "9800158", - "9800160", - "9800161", - "9800166", - "9800183", - "9800186", - "9800188", - "9800200", - "9900010", - "9900014", - "9900051", - "9900063", - "9900066", - "9900067", - "9900090", - "9900097", - "9900106", - "9900113", - "9900135", - "9900143", - "9900146", - "9900154", - "9900162", - "9900163", - "9900164", - "9900167", - "9900168", - "9900177", - "9900183", - "9900185", - "9900192", - "9900196", - "9900217", - "9900218", - "9900219", - "9900239", - "AEROSOL OPTICAL THICKNESS", - "AIR TEMPERATURE", - "AIR TEMPERATURE - WET BULB", - "alloxan", - "Aluminum", - "AMMONIA (NH3)", - "AMMONIUM (NH4)", - "Attenuation/Transmission", - "bacteria", - "BACTERIA - BACTERIAL DENSITY", - "bacteria - cyanobacteria", - "BACTERIA - HETEROTROPHIC", - "BACTERIA - PLATE COUNTS", - "BAROMETRIC PRESSURE", - "BEAM ATTENUATION COEFFICIENT", - "biological data", - "BIOMASS", - "BIOMASS - PLANKTON", - "CARBON", - "CARBON - ORGANIC - SEDIMENT", - "CARBON - TOTAL ORGANIC", - "CARBON ASSIMILATION", - "CAROTENOIDS - PLANT", - "CAS (CHEMICAL ABSTRACTS SERVICE) PARAMETER CODES", - "CELL COUNTS", - "CHLOROFLUOROCARBON-11 (CFC-11)", - "CHLOROFLUOROCARBON-12 (CFC-12)", - "CHLOROPHYLL", - "CHLOROPHYLL A", - "CHLOROPHYLL A CONCENTRATION", - "CHLOROPHYLL B", - "CHLOROPHYLL C", - "CONDUCTIVITY", - "CURRENT DIRECTION", - "CURRENT METER - EAST-WEST COMPONENT (U)", - "CURRENT METER - NORTH-SOUTH COMPONENT (V)", - "CURRENT SPEED", - "CURRENT SPEED - EAST/WEST COMPONENT (U)", - "CURRENT SPEED - NORTH/SOUTH COMPONENT (V)", - "DEPTH - OBSERVATION", - "DEPTH - SENSOR", - "Diadinoxanthin", - "diatom", - "DISSOLVED INORGANIC CARBON (DIC)", - "DISSOLVED ORGANIC CARBON", - "DISSOLVED ORGANIC MATTER", - "DISSOLVED OXYGEN", - "DOWNWELLING RADIANCE", - "DYNAMIC DEPTH ANOMALY", - "Eukaryote", - "FISHERY SURVEY", - "FLUORESCENCE", - "fucoxanthin", - "HELIUM", - "HYDROCARBONS - TOTAL RESOLVED", - "HYDROSTATIC PRESSURE", - "Iron", - "irradiance", - "leucine", - "LIGHT - PERCENT", - "LIGHT ATTENUATION", - "LIGHT TRANSMISSION", - "MANGANESE", - "METALS", - "MICROPLANKTON", - "NANOPLANKTON", - "NITRATE", - "nitrate + nitrite content (concentration)", - "NITRITE", - "NITROGEN", - "NITROGEN - PARTICULATE", - "NUTRIENTS", - "OPTICAL BACKSCATTER", - "OXYGEN", - "Partial pressure (or fugacity) of carbon dioxide - atmosphere", - "partial pressure of carbon dioxide - water", - "PARTICULATE CARBON", - "Particulate Inorganic Carbon", - "PARTICULATE MATTER - DRY WEIGHT", - "PARTICULATE ORGANIC CARBON", - "PARTICULATE ORGANIC NITROGEN (PON)", - "pH", - "PHAEOPHYTIN", - "PHAEOPIGMENT CONCENTRATION", - "PHAEOPIGMENTS", - "phosphate", - "PHOSPHATE - TOTAL", - "PHOTOSYNTHETIC ACTIVE RADIATION (PAR)", - "PHOTOSYNTHETIC CAPACITY - EXPERIMENT ELAPSED TIME", - "PHYTOPLANKTON", - "PHYTOPLANKTON - DRY WEIGHT", - "PHYTOPLANKTON - WET WEIGHT", - "PHYTOPLANKTON BIOMASS", - "PIGMENTS", - "POLYCHLORINATED BIPHENYLS", - "POLYNUCLEAR AROMATIC HYDROCARBONS (PAH)", - "Potential temperature (theta)", - "PRIMARY PRODUCTIVITY", - "PRIMARY PRODUCTIVITY - PHYTOPLANKTON", - "Prochlorococcus", - "RADIATION - TOTAL INCIDENT", - "RADIUM ISOTOPES", - "respiration rates", - "SALINITY", - "SEA STATE", - "SEA SURFACE TEMPERATURE", - "Secchi depth", - "SEDIMENT PROPERTIES", - "SEDIMENTS", - "SEDIMENTS - DRY WEIGHT", - "SEDIMENTS - PARTICLE SIZE FRACTIONS", - "SIGMA-T", - "SIGMA-THETA", - "silicate", - "Silicon", - "SOLAR RADIATION - ATMOSPHERIC", - "SOUND VELOCITY", - "species abundance", - "SPECIES IDENTIFICATION - WET WEIGHT", - "surface irradiance", - "suspended solids", - "Synechococcus", - "thorium isotope", - "thymidine", - "TIDE HEIGHT", - "TIDE STAGE", - "total alkalinity", - "TOTAL CARBON", - "Total nitrogen", - "TOTAL PHOSPHATE", - "TOTAL PHOSPHORUS", - "TRACE METALS", - "Tritium (Hydrogen isotope)", - "turbidity", - "UPWELLING IRRADIANCE", - "UPWELLING RADIANCE", - "UREA", - "Violaxanthin", - "WATER DENSITY", - "water depth", - "WATER TEMPERATURE", - "WAVE HEIGHT", - "WAVE PERIOD", - "WEATHER", - "WIND DIRECTION", - "WIND SPEED", - "zinc", - "ZOOPLANKTON", - "ZOOPLANKTON ABUNDANCE", - "ZOOPLANKTON BIOMASS", - "ZOOPLANKTON IDENTITIES", - "ZOOPLANKTON SPECIES IDENTITIES", - "ZOOPLANKTON SPECIES NUMBER PER SAMPLE", - "bathythermograph - AXBT", - "bathythermograph - BT", - "bathythermograph - XBT", - "bottle", - "buoy - drifting buoy", - "camera", - "chromatograph", - "CTD", - "CTD - moored CTD", - "current meter", - "Flow Cytometer", - "fluorescence microscope", - "fluorometer", - "irradiance detector", - "laboratory analysis", - "mass spectrometer", - "meteorological sensor", - "microscope", - "Multiple Opening/Closing Net and Environmental Sensing System (MOCNESS)", - "net", - "net - plankton net", - "net - zooplankton net", - "Niskin bottle", - "optical backscatter sensor", - "oxygen sensor", - "PAR Sensor", - "pH sensor", - "pump casts", - "radiometer", - "salinometer", - "SeaSoar", - "Secchi disk", - "sediment sampler - corer", - "sediment sampler - grab", - "spectrophotometer", - "surface seawater intake", - "thermometer", - "tide gauge", - "transmissometer", - "trap", - "trap - sediment", - "video - LAPS - autonomous video camera", - "visual analysis", - "benthic", - "biological", - "chemical", - "continuous", - "current measurements", - "geological", - "laboratory analyses", - "meteorological", - "optical", - "physical", - "plankton", - "profile", - "pump cast", - "surface measurements", - "time series", - "tows", - "tows - plankton tows", - "tows - undulating tow", - "underway", - "water chemistry", - "AIRCRAFT", - "ATLANTIS II", - "CAPE HATTERAS", - "CAPE HENLOPEN", - "CROMWELL", - "ENDEAVOR", - "ENDEAVOR", - "FIXED PLATFORM OF UNITED STATES", - "MOANA WAVE", - "MULTIPLE SHIPS OF NORWAY", - "NA'INA", - "NEW HORIZON", - "R/V Polar Duke", - "R/V Roger Revelle", - "R/V THOMAS G. THOMPSON", - "R/V WECOMA", - "ROVER", - "RV Alpha Helix", - "RV Nathaniel B. Palmer", - "RV Polarstern", - "SAGAR KANYA", - "WEATHERBIRD II", - "Bermuda Biological Station for Research", - "Bermuda Institute of Ocean Sciences", - "Bigelow Laboratory for Ocean Sciences", - "Duke University", - "Fish Research Institute", - "Gulf Coast Research Laboratory", - "Harvard University", - "Horn Point Laboratory", - "Lamont-Doherty Earth Observatory", - "Louisiana Universities Marine Consortium", - "Moss Landing Marine Laboratories", - "NASA Goddard Space Flight Center", - "National Institute of Oceanography - India", - "North Carolina State University", - "Old Dominion University", - "Oregon State University", - "Oregon State University, College of Earth, Ocean, and Atmospheric Sciences", - "Royal Netherlands Institute for Sea Research", - "San Diego State University", - "San Francisco State University", - "Scripps Institution of Oceanography", - "Skidaway Institute of Oceanography", - "State University of New York at Stony Brook", - "Texas A&M University", - "The College of William and Mary", - "The University of North Carolina at Chapel Hill", - "University of Bergen", - "University of California - Santa Cruz", - "University of Connecticut, Marine Research Laboratory", - "University of Delaware, College of Earth, Ocean, and Environment, School of Marine Science and Policy", - "University of Georgia, School of Marine Programs", - "University of Hawaiʻi at Mānoa", - "University of Miami Rosenstiel School of Marine and Atmospheric Science", - "University of Minnesota - Duluth, Large Lakes Observatory", - "University of Rhode Island, Graduate School of Oceanography", - "University of Southern California", - "University of Tennessee", - "University of Washington", - "US NASA/Jet Propulsion Laboratory", - "US National Aeronautic and Space Administration", - "Virginia Institute of Marine Science", - "Woods Hole Oceanographic Institution", - "Bermuda Institute of Ocean Sciences", - "Bigelow Laboratory for Ocean Sciences", - "Duke University", - "Gulf Coast Research Laboratory", - "Harvard University", - "Horn Point Laboratory", - "Japan Oceanographic Data Center", - "Lamont-Doherty Earth Observatory", - "Louisiana Universities Marine Consortium", - "Moss Landing Marine Laboratories", - "NASA Goddard Space Flight Center", - "National Institute of Oceanography - India", - "North Carolina State University", - "Old Dominion University", - "Oregon State University", - "Oregon State University, College of Earth, Ocean, and Atmospheric Sciences", - "Royal Netherlands Institute for Sea Research", - "San Diego State University", - "San Francisco State University", - "Scripps Institution of Oceanography", - "Skidaway Institute of Oceanography", - "State University of New York at Stony Brook", - "Texas A&M University", - "University of Bergen", - "University of California - Santa Cruz", - "University of Connecticut, Marine Research Laboratory", - "University of Delaware, College of Earth, Ocean, and Environment, School of Marine Science and Policy", - "University of Georgia, School of Marine Programs", - "University of Hawaiʻi at Mānoa", - "University of Miami Rosenstiel School of Marine and Atmospheric Science", - "University of Rhode Island, Graduate School of Oceanography", - "University of Southern California", - "University of Washington", - "US NASA/Jet Propulsion Laboratory", - "US National Aeronautic and Space Administration", - "Virginia Institute of Marine Science", - "Woods Hole Oceanographic Institution", - "BERMUDA ATLANTIC TIME SERIES (BATS)", - "Hydrostation S", - "JOINT GLOBAL OCEAN FLUX STUDY (JGOFS)", - "Joint Global Ocean Flux Study - North Atlantic Bloom Experiment (JGOFS/NABE)", - "Joint Global Ocean Flux Study / Arabian Sea Process Study (JGOFS/Arabian Sea)", - "JOINT GLOBAL OCEAN FLUX STUDY/EQUATORIAL PACIFIC BASIN STUDY (JGOFS/EQPAC)", - "Joint Global Ocean Flux Study: Hawaii Ocean Time-series (JGOFS HOT)", - "US JGOFS ANTARCTIC ENVIRONMENT AND SOUTHERN OCEAN PROCESS STUDY (JGOFS/AESOPS)", - "Arabian Sea", - "Equatorial Pacific Ocean", - "Gulf of Oman", - "Indian Ocean", - "Laccadive Sea", - "North Atlantic Ocean", - "North Pacific Ocean", - "Northwest Atlantic Ocean (limit-40 W)", - "Ross Sea", - "South Atlantic Ocean", - "South Pacific Ocean", - "Southeast Atlantic Ocean (limit-20 W)", - "Southern Ocean", - "TOGA Area - Pacific (30 N to 30 S)", - "oceanography", - "BBSR > Bermuda Biological Station for Research", - "BIGELOW > Bigelow Laboratory of Ocean Sciences", - "COLUMBIA/LDEO > Lamont-Doherty Earth Observatory, Columbia University", - "CWM/VIMS > Virginia Institute of Marine Science, College of William and Mary", - "DOC/NOAA/NESDIS/NODC > National Oceanographic Data Center, NESDIS, NOAA, U.S. Department of Commerce", - "IN/NIO > National Institute of Oceanography, India", - "JP/JODC > Japan Oceanographic Data Center", - "Jet Propulsion Laboratory", - "MLML > Moss Landing Marine Laboratories", - "NL/NWO/NIOZ > Royal Netherlands Institute for Sea Research (NIOZ)", - "OR-STATE/CEOAS > College of Earth, Ocean, and Atmospheric Sciences, Oregon State University", - "U-MIAMI/RSMAS > Rosenstiel School of Marine and Atmospheric Science, University of Miami", - "UGA/SkIO > Skidaway Institute of Oceanography, University of Georgia", - "UMCES/HPL > Horns Point Laboratory, University of Maryland Center for Environmental Science", - "URI/GSO > Graduate School of Oceanography, University of Rhode Island", - "WHOI > WOODS HOLE OCEANOGRAPHIC INSTITUTION", - "NBP96-4A", - "NBP9604", - "NBP965", - "NBP97-1", - "NBP97-3", - "NBP97-8", - "NBP98-2", - "RR_KIWI07", - "RR_KIWI08", - "RR_KIWI09", - "RR_KIWI6", - "TTN007", - "TTN008", - "TTN011", - "TTN012", - "TTN013", - "TTN043", - "TTN045", - "TTN049", - "TTN050", - "TTN053", - "TTN054", - "AESOPS > U.S. JGOFS Antarctic Environment and Southern Ocean Process Study", - "HOT > Hawaiian Ocean Time Series Project", - "JGOFS > Joint Global Ocean Flux Study, IGBP", - "EARTH SCIENCE > AGRICULTURE > AGRICULTURAL AQUATIC SCIENCES > FISHERIES", - "EARTH SCIENCE > ATMOSPHERE > AEROSOLS > AEROSOL OPTICAL DEPTH/THICKNESS", - "EARTH SCIENCE > ATMOSPHERE > ATMOSPHERIC CHEMISTRY > CARBON AND HYDROCARBON COMPOUNDS > ATMOSPHERIC CARBON DIOXIDE > PARTIAL PRESSURE OF CARBON DIOXIDE", - "EARTH SCIENCE > ATMOSPHERE > ATMOSPHERIC PRESSURE", - "EARTH SCIENCE > ATMOSPHERE > ATMOSPHERIC RADIATION > INCOMING SOLAR RADIATION", - "EARTH SCIENCE > ATMOSPHERE > ATMOSPHERIC TEMPERATURE", - "EARTH SCIENCE > ATMOSPHERE > ATMOSPHERIC TEMPERATURE > SURFACE TEMPERATURE > AIR TEMPERATURE", - "EARTH SCIENCE > ATMOSPHERE > ATMOSPHERIC WINDS > SURFACE WINDS > WIND DIRECTION", - "EARTH SCIENCE > ATMOSPHERE > ATMOSPHERIC WINDS > SURFACE WINDS > WIND SPEED", - "EARTH SCIENCE > BIOLOGICAL CLASSIFICATION", - "EARTH SCIENCE > BIOLOGICAL CLASSIFICATION > BACTERIA/ARCHAEA", - "EARTH SCIENCE > BIOLOGICAL CLASSIFICATION > BACTERIA/ARCHAEA > CYANOBACTERIA (BLUE-GREEN ALGAE)", - "EARTH SCIENCE > BIOLOGICAL CLASSIFICATION > PLANTS > MICROALGAE > DIATOMS", - "EARTH SCIENCE > BIOLOGICAL CLASSIFICATION > PROTISTS > PLANKTON", - "EARTH SCIENCE > BIOLOGICAL CLASSIFICATION > PROTISTS > PLANKTON > PHYTOPLANKTON", - "EARTH SCIENCE > BIOSPHERE > ECOLOGICAL DYNAMICS > ECOSYSTEM FUNCTIONS > PHOTOSYNTHESIS", - "EARTH SCIENCE > BIOSPHERE > ECOLOGICAL DYNAMICS > ECOSYSTEM FUNCTIONS > PRIMARY PRODUCTION", - "EARTH SCIENCE > BIOSPHERE > ECOLOGICAL DYNAMICS > ECOSYSTEM FUNCTIONS > RESPIRATION RATE", - "EARTH SCIENCE > BIOSPHERE > ECOSYSTEMS > AQUATIC ECOSYSTEMS > PLANKTON", - "EARTH SCIENCE > BIOSPHERE > ECOSYSTEMS > AQUATIC ECOSYSTEMS > PLANKTON > ZOOPLANKTON", - "EARTH SCIENCE > BIOSPHERE > VEGETATION > BIOMASS", - "EARTH SCIENCE > OCEANS > BATHYMETRY/SEAFLOOR TOPOGRAPHY > WATER DEPTH", - "EARTH SCIENCE > OCEANS > MARINE SEDIMENTS", - "EARTH SCIENCE > OCEANS > OCEAN ACOUSTICS > ACOUSTIC VELOCITY", - "EARTH SCIENCE > OCEANS > OCEAN CHEMISTRY", - "EARTH SCIENCE > OCEANS > OCEAN CHEMISTRY > ALKALINITY", - "EARTH SCIENCE > OCEANS > OCEAN CHEMISTRY > AMMONIA", - "EARTH SCIENCE > OCEANS > OCEAN CHEMISTRY > CARBON", - "EARTH SCIENCE > OCEANS > OCEAN CHEMISTRY > CARBON DIOXIDE", - "EARTH SCIENCE > OCEANS > OCEAN CHEMISTRY > CHLOROPHYLL", - "EARTH SCIENCE > OCEANS > OCEAN CHEMISTRY > HYDROCARBONS", - "EARTH SCIENCE > OCEANS > OCEAN CHEMISTRY > INORGANIC CARBON", - "EARTH SCIENCE > OCEANS > OCEAN CHEMISTRY > NITRATE", - "EARTH SCIENCE > OCEANS > OCEAN CHEMISTRY > NITRITE", - "EARTH SCIENCE > OCEANS > OCEAN CHEMISTRY > NITROGEN", - "EARTH SCIENCE > OCEANS > OCEAN CHEMISTRY > NUTRIENTS", - "EARTH SCIENCE > OCEANS > OCEAN CHEMISTRY > ORGANIC CARBON", - "EARTH SCIENCE > OCEANS > OCEAN CHEMISTRY > ORGANIC MATTER", - "EARTH SCIENCE > OCEANS > OCEAN CHEMISTRY > OXYGEN", - "EARTH SCIENCE > OCEANS > OCEAN CHEMISTRY > PH", - "EARTH SCIENCE > OCEANS > OCEAN CHEMISTRY > PHOSPHATE", - "EARTH SCIENCE > OCEANS > OCEAN CHEMISTRY > PIGMENTS", - "EARTH SCIENCE > OCEANS > OCEAN CHEMISTRY > PIGMENTS > CHLOROPHYLL", - "EARTH SCIENCE > OCEANS > OCEAN CHEMISTRY > SILICATE", - "EARTH SCIENCE > OCEANS > OCEAN CHEMISTRY > SUSPENDED SOLIDS", - "EARTH SCIENCE > OCEANS > OCEAN CIRCULATION > OCEAN CURRENTS", - "EARTH SCIENCE > OCEANS > OCEAN OPTICS", - "EARTH SCIENCE > OCEANS > OCEAN OPTICS > ATTENUATION/TRANSMISSION", - "EARTH SCIENCE > OCEANS > OCEAN OPTICS > FLUORESCENCE", - "EARTH SCIENCE > OCEANS > OCEAN OPTICS > IRRADIANCE", - "EARTH SCIENCE > OCEANS > OCEAN OPTICS > PHOTOSYNTHETICALLY ACTIVE RADIATION", - "EARTH SCIENCE > OCEANS > OCEAN OPTICS > SECCHI DEPTH", - "EARTH SCIENCE > OCEANS > OCEAN OPTICS > TURBIDITY", - "EARTH SCIENCE > OCEANS > OCEAN PRESSURE > WATER PRESSURE", - "EARTH SCIENCE > OCEANS > OCEAN TEMPERATURE > POTENTIAL TEMPERATURE", - "EARTH SCIENCE > OCEANS > OCEAN TEMPERATURE > SEA SURFACE TEMPERATURE", - "EARTH SCIENCE > OCEANS > OCEAN TEMPERATURE > WATER TEMPERATURE", - "EARTH SCIENCE > OCEANS > OCEAN WAVES > SEA STATE", - "EARTH SCIENCE > OCEANS > OCEAN WAVES > WAVE HEIGHT", - "EARTH SCIENCE > OCEANS > OCEAN WAVES > WAVE PERIOD", - "EARTH SCIENCE > OCEANS > SALINITY/DENSITY > CONDUCTIVITY", - "EARTH SCIENCE > OCEANS > SALINITY/DENSITY > DENSITY", - "EARTH SCIENCE > OCEANS > SALINITY/DENSITY > SALINITY", - "EARTH SCIENCE > OCEANS > TIDES", - "EARTH SCIENCE > OCEANS > TIDES > TIDAL HEIGHT", - "19'-butanoyloxyfucoxanthin", - "19'-hexanoyloxyfucoxanthin", - "alloxanthin", - "alpha-carotene", - "beta-carotene", - "chlorophyll a", - "chlorophyll b", - "chlorophyll c3", - "chlorophyllide a", - "cis-19'-hexanoyloxyfucoxanthin", - "cis-fucoxanthin", - "diadinoxanthin", - "diatoxanthin", - "divinyl chlorophyll a", - "divinyl chlorophyll b", - "fucoxanthin", - "lutein", - "monovinyl chlorophyll a", - "monovinyl chlorophyll b", - "peridinin", - "phaeopigments", - "prasinoxanthin", - "violaxanthin", - "zeaxanthin", - "BATHYTHERMOGRAPHS", - "CAMERA > CAMERA", - "CTD > Conductivity, Temperature, Depth", - "CURRENT METERS", - "DRIFTING BUOYS > DRIFTING BUOYS", - "FLOW CYTOMETRY", - "FLUORESCENCE MICROSCOPY > FLUORESCENCE MICROSCOPY", - "FLUOROMETERS > FLUOROMETERS", - "GAS CHROMATOGRAPHS > GAS CHROMATOGRAPHS", - "GRAB SAMPLERS", - "MASS SPECTROMETERS > MASS SPECTROMETERS", - "MICROSCOPES > MICROSCOPES", - "MOCNESS > MOCNESS Plankton Net", - "NETS > NETS", - "NISKIN BOTTLES", - "OPTSPEC > Optical Spectrometer", - "OXYGEN METERS > OXYGEN METERS", - "PAR SENSORS > Photosynthetically Active Radiation Sensors", - "PH METERS > PH METERS", - "PLANKTON NETS", - "RADIOMETERS", - "SALINOMETERS", - "SECCHI DISKS > SECCHI DISKS", - "SEDIMENT CORERS > SEDIMENT CORERS", - "THERMOMETERS > THERMOMETERS", - "TIDE GAUGES > TIDE GAUGES", - "TRANSMISSOMETERS", - "TRAPS > TRAPS", - "VIDEO CAMERA > VIDEO CAMERA", - "XBT > Expendable Bathythermographs", - "FIXED OBSERVATION STATIONS > FIXED OBSERVATION STATIONS", - "Ships", - "ALPHA HELIX (call sign: WSD7078, ICES code: 31HX, 1966-)", - "ATLANTIS II (call sign: KADC, ICES code: 31AN, 1963-1996)", - "CAPE HATTERAS (call sign: WRZ8934, ICES code: 32KZ, 1981-)", - "CAPE HENLOPEN (ICES code: 32CW)", - "CROMWELL (ICES code: 31WM)", - "ENDEAVOR (call sign: WAUW, ICES code: 33EN)", - "ENDEAVOR (call sign: WCE5063, ICES code: 32EV, 1976-)", - "MOANA WAVE (call sign: WUS9293, ICES code: 32MW, 1974-2011)", - "NA'INA (ICES code: 33NA)", - "NATHANIEL B. PALMER (call sign: WPB3210, ICES code: 3206, 1992-)", - "NEW HORIZON (call sign: WKWB, ICES code: 32NM, 1978-2015)", - "POLAR DUKE (call sign: WCX7445, ICES code: 33PD, 1984-1988)", - "Polarstern (call sign: DBLK, ICES code: 06AQ, 1982-)", - "ROGER REVELLE (call sign: KAOU, ICES code: 33RR, 1996-)", - "ROVER (ICES code: 32YS)", - "SAGAR KANYA (call sign: VTJR, ICES code: 41SG)", - "THOMAS G. 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"EARTH SCIENCE > Biosphere > Aquatic Habitat > Reef Habitat", - "EARTH SCIENCE > Biosphere > Ecological Dynamics > Predation > Coral Predation", - "EARTH SCIENCE > Biosphere > Vegetation > Algae", - "EARTH SCIENCE > Biosphere > Vegetation > Algae > Algal Cover", - "EARTH SCIENCE > Biosphere > Vegetation > Algae > Coralline Algae", - "EARTH SCIENCE > Biosphere > Vegetation > Algae > Crustose Coralline Algae", - "EARTH SCIENCE > Biosphere > Vegetation > Algae > Fleshy Macroalgae", - "EARTH SCIENCE > Biosphere > Vegetation > Algae > Turf Algae", - "EARTH SCIENCE > Biosphere > Zoology > Corals", - "EARTH SCIENCE > Biosphere > Zoology > Corals > Coral Condition", - "EARTH SCIENCE > Biosphere > Zoology > Corals > Coral Diseases > Bleaching", - "EARTH SCIENCE > Biosphere > Zoology > Corals > Coral Growth", - "EARTH SCIENCE > Biosphere > Zoology > Corals > Feeding Scars On Hard Coral > COTS", - "EARTH SCIENCE > Biosphere > Zoology > Corals > Feeding Scars On Hard Coral > Fish", - "EARTH SCIENCE > Biosphere > Zoology > Corals > Feeding Scars On Hard Coral > Gastropod", - "EARTH SCIENCE > Biosphere > Zoology > Corals > Reef Damage Assessment > Biological", - "EARTH SCIENCE > Biosphere > Zoology > Corals > Reef Damage Assessment > Marine Debris", - "EARTH SCIENCE > Biosphere > Zoology > Corals > Reef Monitoring and Assessment", - "EARTH SCIENCE > Biosphere > Zoology > Corals > Reef Monitoring and Assessment > Benthos Analysis", - "EARTH SCIENCE > Biosphere > Zoology > Corals > Reef Monitoring and Assessment > Benthos Analysis > Quadrat Monitoring > Photograph Analysis", - "EARTH SCIENCE > Biosphere > Zoology > Corals > Reef Monitoring and Assessment > Coral Colony Size and Condition", - "EARTH SCIENCE > Biosphere > Zoology > Corals > Reef Monitoring and Assessment > Damage Assessment > Visual", - "EARTH SCIENCE > Biosphere > Zoology > Corals > Reef Monitoring and Assessment > GIS", - "EARTH SCIENCE > Biosphere > Zoology > Corals > Reef Monitoring and Assessment > In Situ Biological", - "EARTH SCIENCE > Biosphere > Zoology > Corals > Reef Monitoring and Assessment > Photographic Analysis", - "EARTH SCIENCE > Biosphere > Zoology > Corals > Scleractinia (stony corals)", - "EARTH SCIENCE > Biosphere > Zoology > Sponges", - "EARTH SCIENCE > Oceans > Bathymetry/Seafloor Topography > Hard Seafloor Substrate", - "EARTH SCIENCE > Oceans > Coastal Processes > Coral Reefs", - "EARTH SCIENCE > Oceans > Coastal Processes > Coral Reefs > Coral Reef Ecology", - "EARTH SCIENCE > Oceans > Coastal Processes > Coral Reefs > Coral Reef Ecology > Benthic biology", - "EARTH SCIENCE > Oceans > Coastal Processes > Coral Reefs > Coral Reef Ecology > Coral Cover", - "EARTH SCIENCE > Oceans > Coastal Processes > Coral Reefs > Coral Reef Ecology > Hard Coral Cover", - "EARTH SCIENCE > Oceans > Coastal Processes > Coral Reefs > Coral Reef Ecology > Rugosity", - "EARTH SCIENCE > Oceans > Marine Biology > Coral", - "EARTH SCIENCE > Oceans > Marine Biology > Coral Communities", - "EARTH SCIENCE > Oceans > Marine Biology > Marine Invertebrates", - "EARTH SCIENCE > BIOLOGICAL CLASSIFICATION", - "EARTH SCIENCE > BIOSPHERE > ECOSYSTEMS > MARINE ECOSYSTEMS > BENTHIC", - "EARTH SCIENCE > BIOSPHERE > ECOSYSTEMS > MARINE ECOSYSTEMS > REEF > CORAL REEF", - "EARTH SCIENCE > OCEANS > BATHYMETRY/SEAFLOOR TOPOGRAPHY > WATER DEPTH", - "EARTH SCIENCE > OCEANS > COASTAL PROCESSES > CORAL REEFS > CORAL BLEACHING", - "EARTH SCIENCE > OCEANS > MARINE ENVIRONMENT MONITORING > MARINE SUBMERGED DEBRIS", - "EARTH SCIENCE > SOLID EARTH > GEOMORPHIC LANDFORMS/PROCESSES > COASTAL LANDFORMS > CORAL REEFS", - "CORAL - CONDITION", - "CORAL - FISH BITES", - "CORAL - FISH BITES (count and category)", - "CORAL - PATCH SIZE", - "CORAL - SPECIES IDENTIFICATION", - "Complexity metrics", - "Corallivory", - "Fractal dimension", - "Height range", - "Reef habitat complexity", - "Rugosity", - "SfM", - "Structure from Motion", - "Structure from Motion (SfM)", - "digital elevation model", - "VISUAL OBSERVATIONS > VISUAL OBSERVATIONS", - "Agisoft Metashape", - "Agisoft Metashape software", - "ArcGIS", - "ArcGIS Pro", - "Computer", - "Dive Computer", - "GIS", - "R software", - "TagLab", - 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"OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Hawaiian Islands > Hawaii Island > Hawaii Island (19N155W0003)", - "OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Hawaiian Islands > Kauai Island > Kauai Island (22N159W0001)", - "OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Hawaiian Islands > Lanai Island > Lanai Island (20N156W0002)", - "OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Hawaiian Islands > Maui Island > Maui Island (20N156W0004)", - "OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Hawaiian Islands > Molokai Island > Molokai Island (21N157W0001)", - "OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Hawaiian Islands > Niihau Island > Niihau Island (21N160W0001)", - "OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Hawaiian Islands > Oahu Island > Oahu (21N157W0003)", - "OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Howland Island > Howland Island (00S176W0001)", - "OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Northwestern Hawaiian Islands (28N178W0000)", - "OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Northwestern Hawaiian Islands > Kure Atoll (28N178W0001)", - "OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Northwestern Hawaiian Islands > Pearl and Hermes Reef (27N176W0001)", - "OCEAN BASIN > Pacific Ocean > Manu'a Group > Ofu Island (14S169W0013)", - "OCEAN BASIN > Pacific Ocean > Manu'a Group > Olosega Island (14S169W0014)", - "OCEAN BASIN > Pacific Ocean > Manu'a Group > Ta'u Island (14S169W0012)", - "OCEAN BASIN > Pacific Ocean > Western Pacific Ocean > Aguihan Island Reefs > Aguihan Island (Aguijan) (14N145E0006)", - "OCEAN BASIN > Pacific Ocean > Western Pacific Ocean > Asuncion Island > Asuncion Island (19N145E0001)", - "OCEAN BASIN > Pacific Ocean > Western Pacific Ocean > Guam > Guam (13N144E0000)", - "OCEAN BASIN > Pacific Ocean > Western Pacific Ocean > Mariana Archipelago > Northern Mariana Islands ( CNMI ) (18N146E0000)", - "OCEAN BASIN > Pacific Ocean > Western Pacific Ocean > Maug Island > Maug Island (20N145E0001)", - "OCEAN BASIN > Pacific Ocean > Western Pacific Ocean > Pagan Island > Pagan Island (18N145E0001)", - "OCEAN BASIN > Pacific Ocean > Western Pacific Ocean > Rota Island > Rota Island ( Luta ) (14N145E0007)", - "OCEAN BASIN > Pacific Ocean > Western Pacific Ocean > Saipan Island > Saipan Island (15N145E0002)", - "OCEAN BASIN > Pacific Ocean > Western Pacific Ocean > Sarigan Island > Sarigan Island (16N145E0003)", - "OCEAN BASIN > Pacific Ocean > Western Pacific Ocean > Tinian Island Reefs > Tinian Island (14N145E0005)", - "CONTINENT > NORTH AMERICA > UNITED STATES OF AMERICA > HAWAII", - "OCEAN > PACIFIC OCEAN > CENTRAL PACIFIC OCEAN > AMERICAN SAMOA", - "OCEAN > PACIFIC OCEAN > CENTRAL PACIFIC OCEAN > HAWAIIAN ISLANDS", - "OCEAN > PACIFIC OCEAN > NORTH PACIFIC OCEAN", - "OCEAN > PACIFIC OCEAN > SOUTH PACIFIC OCEAN", - "Mariana Archipelago", - "Papahanaumokuakea Marine National Monument", - "0T3EBB", - "0X8B6K", - "2J39XL", - "4KDA2E", - "6RT3B5", - "8UFY62", - "E00U92", - "HB8J3W", - "KXC5TK", - "MTG8N5" - ], - "landingPage": "https://www.ncei.noaa.gov/contact", - "language": [], - "license": "https://creativecommons.org/publicdomain/zero/1.0/", - "modified": "2025-10-31T00:00:00.000+00:00", - "publisher": { - "@type": "org:Organization", - "name": "NOAA National Centers for Environmental Information" - }, - "references": [ - "https://www.fisheries.noaa.gov/inport/item/63093", - "https://www.fisheries.noaa.gov/inport/item/67851", - "https://www.fisheries.noaa.gov/inport/item/59172", - "https://www.fisheries.noaa.gov/inport/item/65764", - "https://www.fisheries.noaa.gov/inport/item/63097", - "https://doi.org/10.25923/h2q8-jv47", - "https://doi.org/10.25923/a9se-k649", - "https://doi.org/10.25923/w1k2-0y84", - "https://doi.org/10.25923/f19b-je14", - "https://repository.library.noaa.gov/view/noaa/48782" - ], - "rights": "otherRestrictions", - "spatial": "145.812292,-14.54871,-178.34,28.385", - "temporal": "2014-05-06T00:00:00+00:00/2023-08-05T00:00:00+00:00", - "theme": [ - "geospatial" - ], - "title": "Benthic cover and other related datasets derived from Structure-from-Motion (SfM) imagery of coral reef ecosystems in Pacific Islands Regions" - }, - "description": "This collection includes various coral reef data that was extracted by analyses of Structure-from-Motion (SfM) imagery of coral reef ecosystems across the Pacific Islands Regions by the Ecosystem Sciences Division (ESD) of the Pacific Islands Fisheries Science Center (PIFSC) of NOAA. This collection includes coral reef benthic cover, vital rates (growth, mortality, recruitment), structural complexity, and coral demographic data. Coral reef benthic cover, vital rates, and demographic data were produced by annotations of orthoprojections generated from SfM imagery, whereas structural complexity was derived from the digital elevation models, which were produced from orthomosaics, also generated from SfM imagery. Source SfM imagery is archived separately due to filesize. Refer to specific accession pages for funding agencies, dates, and regions.", - "distribution_titles": [ - "NCEI Dataset Landing Page", - "Browse granules", - "Search for granules", - "https://www.fisheries.noaa.gov/inport/item/63093", - "https://www.fisheries.noaa.gov/inport/item/67851", - "https://www.fisheries.noaa.gov/inport/item/59172", - "https://www.fisheries.noaa.gov/inport/item/65764", - "https://www.fisheries.noaa.gov/inport/item/63097", - "https://doi.org/10.25923/h2q8-jv47", - "https://doi.org/10.25923/a9se-k649", - "https://doi.org/10.25923/w1k2-0y84", - "https://doi.org/10.25923/f19b-je14", - "https://repository.library.noaa.gov/view/noaa/48782", - "GCMD Keyword Forum Page", - "NCEI Contact Information", - "NOAA Library website" - ], - "harvest_record": "https://catalog.data.gov/harvest_record/fbe13af9-7b61-4b5e-a109-54941d28e8d9", - "harvest_record_raw": "https://catalog.data.gov/harvest_record/fbe13af9-7b61-4b5e-a109-54941d28e8d9/raw", - "harvest_record_transformed": "https://catalog.data.gov/harvest_record/fbe13af9-7b61-4b5e-a109-54941d28e8d9/transformed", - "has_download": false, - "has_spatial": true, - "identifier": "https://data.noaa.gov/waf/NOAA/NESDIS/ncei/accessions/iso/xml/PIFSC-SfM-DerivedData.xml", - "keyword": [ - "0209247", - "0244392", - "0253462", - "0257945", - "0268310", - "0282457", - "0283598", - "0286084", - "0307802", - "0308745", - "BENTHIC SPECIES", - "biological data", - "CORAL", - "CORAL - BLEACHING", - "CORAL - CENSUS", - "CORAL - COLONY SIZE", - "CORAL - FISH BITES", - "CORAL - SPECIES IDENTIFICATION", - "DEBRIS", - "DEPTH - BOTTOM", - "HABITAT - BENTHIC", - "REEF AND/OR BOTTOM REGIME - PERCENT COVER", - "photograph", - "scale", - "swimmer/diver", - "visual observation", - "biological", - "derived products", - "GIS product", - "imagery", - "in situ", - "laboratory analyses", - "survey - biological", - "survey - coral reef", - "NOAA Ship Hi'ialakai", - "NOAA Ship Oscar Elton Sette", - "NOAA Ship Rainier", - "NOAA Pacific Islands Fisheries Science Center", - "NOAA Pacific Islands Fisheries Science Center, Ecosystem Sciences Division", - "NOAA Pacific Islands Fisheries Science Center", - "Coral Reef Conservation Program (CRCP)", - "CORAL REEF STUDIES", - "National Coral Reef Monitoring Program (NCRMP)", - "Pacific Reef and Assessment Monitoring Program (Pacific RAMP)", - "US DOC; NOAA; Office of Oceanic and Atmospheric Research; Ocean Acidification Program (OAP)", - "Coastal Waters of Hawaii", - "Hawaiian Islands Humpback Whale National Marine Sanctuary", - "Marianas Trench Marine National Monument", - "National Marine Sanctuary of American Samoa", - "North Pacific Ocean", - "Northwest Pacific Ocean (limit-180)", - "Pacific Remote Islands Marine National Monument", - "Papahānaumokuākea Marine National Monument", - "Philippine Sea", - "Rose Atoll Marine National Monument", - "South Pacific Ocean", - "oceanography", - "CRED", - "CREP", - "Coral Reef Ecosystem Division", - "Coral Reef Ecosystem Program", - "ESD", - "Ecosystem Sciences Division", - "NCRMP", - "National Coral Reef Monitoring Proram", - "PIFSC", - "Pacific Island Fisheries Science Center", - "RAMP", - "Reef Assessment and Monitoring Program", - "Scripps Institution of Oceanography", - "CRED", - "CREP", - "Coral Reef Ecosystem Division", - "Coral Reef Ecosystem Program", - "DAR", - "DLNR", - "Division of Aquatic Resources", - "ESD", - "Ecosystem Sciences Division", - "Hawai'i Department of Land and Natural Resources", - "NCRMP", - "National Coral Reef Monitoring Proram", - "PIFSC", - "Pacific Island Fisheries Science Center", - "Pacific Islands Fisheries Science Center", - "RAMP", - "Reef Assessment and Monitoring Program", - "Scripps Institution of Oceanography", - "DOC/NOAA/NMFS > National Marine Fisheries Service, NOAA, U.S. Department of Commerce", - "DOC/NOAA/NMFS/PIFSC/ESD > Ecosystem Sciences Division, Pacific Islands Fisheries Science Center, National Marine Fisheries Service, NOAA, U.S. Department of Commerce", - "31283", - "31349", - "31360", - "31361", - "31430", - "31525", - "743", - "Assessing impacts of Hawaii's 2019 coral bleaching event on coral recovery and coral communities", - "Determining whether herbivore-focused management strategies enhance critical ecosystem functions provided by fishes", - "Hawai'i coral bleaching assessment and analysis", - "Mapping Reef Fish Patterns Across the Marianas Archipelago", - "Maximizing information and resilience indicators extracted from monitoring efforts to inform fisheries management", - "National Coral Reef Monitoring Program (NCRMP)", - "Scaling up coral reef science through Photogrammetry and Artificial Intelligence", - "Hawaii Coral Bleaching Collaborative (HCBC)", - "Papahanaumokuakea Marine Debris Project", - "Numeric Data Sets > Benthic", - "Map Images > Coral Mapping", - "Numeric Data Sets > Benthic", - "Numeric Data Sets > Biology", - "EARTH SCIENCE > Biosphere > Zoology > Corals > Feeding Scars On Hard Coral > COTS", - "EARTH SCIENCE > Biosphere > Zoology > Corals > Feeding Scars On Hard Coral > Fish", - "EARTH SCIENCE > Biosphere > Zoology > Corals > Feeding Scars On Hard Coral > Gastropod", - "EARTH SCIENCE > Biosphere > Zoology > Corals > Reef Damage Assessment > Biological", - "EARTH SCIENCE > Biosphere > Zoology > Corals > Reef Monitoring and Assessment > Benthos Analysis > Quadrat Monitoring > In Situ", - "EARTH SCIENCE > Biosphere > Zoology > Corals > Reef Monitoring and Assessment > Benthos Analysis > Quadrat Monitoring > Photograph Analysis", - "EARTH SCIENCE > Biosphere > Aquatic Habitat > Benthic Habitat", - "EARTH SCIENCE > Biosphere > Aquatic Habitat > Reef Habitat", - "EARTH SCIENCE > Biosphere > Ecological Dynamics > Predation > Coral Predation", - "EARTH SCIENCE > Biosphere > Vegetation > Algae", - "EARTH SCIENCE > Biosphere > Vegetation > Algae > Algal Cover", - "EARTH SCIENCE > Biosphere > Vegetation > Algae > Coralline Algae", - "EARTH SCIENCE > Biosphere > Vegetation > Algae > Crustose Coralline Algae", - "EARTH SCIENCE > Biosphere > Vegetation > Algae > Fleshy Macroalgae", - "EARTH SCIENCE > Biosphere > Vegetation > Algae > Turf Algae", - "EARTH SCIENCE > Biosphere > Zoology > Corals", - "EARTH SCIENCE > Biosphere > Zoology > Corals > Coral Condition", - "EARTH SCIENCE > Biosphere > Zoology > Corals > Coral Diseases > Bleaching", - "EARTH SCIENCE > Biosphere > Zoology > Corals > Coral Growth", - "EARTH SCIENCE > Biosphere > Zoology > Corals > Feeding Scars On Hard Coral > COTS", - "EARTH SCIENCE > Biosphere > Zoology > Corals > Feeding Scars On Hard Coral > Fish", - "EARTH SCIENCE > Biosphere > Zoology > Corals > Feeding Scars On Hard Coral > Gastropod", - "EARTH SCIENCE > Biosphere > Zoology > Corals > Reef Damage Assessment > Biological", - "EARTH SCIENCE > Biosphere > Zoology > Corals > Reef Damage Assessment > Marine Debris", - "EARTH SCIENCE > Biosphere > Zoology > Corals > Reef Monitoring and Assessment", - "EARTH SCIENCE > Biosphere > Zoology > Corals > Reef Monitoring and Assessment > Benthos Analysis", - "EARTH SCIENCE > Biosphere > Zoology > Corals > Reef Monitoring and Assessment > Benthos Analysis > Quadrat Monitoring > Photograph Analysis", - "EARTH SCIENCE > Biosphere > Zoology > Corals > Reef Monitoring and Assessment > Coral Colony Size and Condition", - "EARTH SCIENCE > Biosphere > Zoology > Corals > Reef Monitoring and Assessment > Damage Assessment > Visual", - "EARTH SCIENCE > Biosphere > Zoology > Corals > Reef Monitoring and Assessment > GIS", - "EARTH SCIENCE > Biosphere > Zoology > Corals > Reef Monitoring and Assessment > In Situ Biological", - "EARTH SCIENCE > Biosphere > Zoology > Corals > Reef Monitoring and Assessment > Photographic Analysis", - "EARTH SCIENCE > Biosphere > Zoology > Corals > Scleractinia (stony corals)", - "EARTH SCIENCE > Biosphere > Zoology > Sponges", - "EARTH SCIENCE > Oceans > Bathymetry/Seafloor Topography > Hard Seafloor Substrate", - "EARTH SCIENCE > Oceans > Coastal Processes > Coral Reefs", - "EARTH SCIENCE > Oceans > Coastal Processes > Coral Reefs > Coral Reef Ecology", - "EARTH SCIENCE > Oceans > Coastal Processes > Coral Reefs > Coral Reef Ecology > Benthic biology", - "EARTH SCIENCE > Oceans > Coastal Processes > Coral Reefs > Coral Reef Ecology > Coral Cover", - "EARTH SCIENCE > Oceans > Coastal Processes > Coral Reefs > Coral Reef Ecology > Hard Coral Cover", - "EARTH SCIENCE > Oceans > Coastal Processes > Coral Reefs > Coral Reef Ecology > Rugosity", - "EARTH SCIENCE > Oceans > Marine Biology > Coral", - "EARTH SCIENCE > Oceans > Marine Biology > Coral Communities", - "EARTH SCIENCE > Oceans > Marine Biology > Marine Invertebrates", - "EARTH SCIENCE > BIOLOGICAL CLASSIFICATION", - "EARTH SCIENCE > BIOSPHERE > ECOSYSTEMS > MARINE ECOSYSTEMS > BENTHIC", - "EARTH SCIENCE > BIOSPHERE > ECOSYSTEMS > MARINE ECOSYSTEMS > REEF > CORAL REEF", - "EARTH SCIENCE > OCEANS > BATHYMETRY/SEAFLOOR TOPOGRAPHY > WATER DEPTH", - "EARTH SCIENCE > OCEANS > COASTAL PROCESSES > CORAL REEFS > CORAL BLEACHING", - "EARTH SCIENCE > OCEANS > MARINE ENVIRONMENT MONITORING > MARINE SUBMERGED DEBRIS", - "EARTH SCIENCE > SOLID EARTH > GEOMORPHIC LANDFORMS/PROCESSES > COASTAL LANDFORMS > CORAL REEFS", - "CORAL - CONDITION", - "CORAL - FISH BITES", - "CORAL - FISH BITES (count and category)", - "CORAL - PATCH SIZE", - "CORAL - SPECIES IDENTIFICATION", - "Complexity metrics", - "Corallivory", - "Fractal dimension", - "Height range", - "Reef habitat complexity", - "Rugosity", - "SfM", - "Structure from Motion", - "Structure from Motion (SfM)", - "digital elevation model", - "VISUAL OBSERVATIONS > VISUAL OBSERVATIONS", - "Agisoft Metashape", - "Agisoft Metashape software", - "ArcGIS", - "ArcGIS Pro", - "Computer", - "Dive Computer", - "GIS", - "R software", - "TagLab", - "Viscore", - "Ships", - "Hi'ialakai (call sign: WTEY, ICES code: 33HL, 2004-)", - "OSCAR ELTON SETTE (call sign: WTEE, ICES code: 33OC, 2003-)", - "RAINIER (call sign: WTEF, ICES code: 315R, 1968-)", - "M/V IMUA", - "Various Small Vessels", - "COUNTRY/TERRITORY > Northern Mariana Islands > Asuncion Island > Asuncion Island (19N145E0001)", - "COUNTRY/TERRITORY > Northern Mariana Islands > Maug > Maug Island (20N145E0001)", - "COUNTRY/TERRITORY > Northern Mariana Islands > Northern Mariana Islands > Northern Mariana Islands ( CNMI ) (18N146E0000)", - "COUNTRY/TERRITORY > Northern Mariana Islands > Pagan > Pagan Island (18N145E0001)", - 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"COUNTRY/TERRITORY > Northern Mariana Islands > Asuncion Island > Asuncion Island (19N145E0001)", - "COUNTRY/TERRITORY > Northern Mariana Islands > Maug > Maug Island (20N145E0001)", - "COUNTRY/TERRITORY > Northern Mariana Islands > Northern Mariana Islands > Northern Mariana Islands ( CNMI ) (18N146E0000)", - "COUNTRY/TERRITORY > Northern Mariana Islands > Pagan > Pagan Island (18N145E0001)", - "COUNTRY/TERRITORY > Northern Mariana Islands > Rota > Rota Island ( Luta ) (14N145E0007)", - "COUNTRY/TERRITORY > Northern Mariana Islands > Saipan > Saipan Island (15N145E0002)", - "COUNTRY/TERRITORY > Northern Mariana Islands > Sarigan Island > Sarigan Island (16N145E0003)", - "COUNTRY/TERRITORY > Northern Mariana Islands > Tinian > Tinian Island (14N145E0005)", - "COUNTRY/TERRITORY > United States of America > American Samoa > American Samoa > American Samoa (14S170W0000)", - "COUNTRY/TERRITORY > United States of America > American Samoa > American Samoa > Ofu Island (14S169W0013)", - "COUNTRY/TERRITORY > United States of America > American Samoa > American Samoa > Olosega Island (14S169W0014)", - "COUNTRY/TERRITORY > United States of America > American Samoa > American Samoa > Rose Atoll (14S168W0001)", - "COUNTRY/TERRITORY > United States of America > American Samoa > American Samoa > Ta'u Island (14S169W0012)", - "COUNTRY/TERRITORY > United States of America > American Samoa > American Samoa > Tutuila Island (14S170W0016)", - "COUNTRY/TERRITORY > United States of America > Guam > Guam (13N144E0000)", - "COUNTRY/TERRITORY > United States of America > Hawaii > Hawaii > Hawaii (21N160W0000)", - "COUNTRY/TERRITORY > United States of America > Hawaii > Hawaii > Hawaii Island (19N155W0003)", - "COUNTRY/TERRITORY > United States of America > Hawaii > Hawaii > Kauai Island (22N159W0001)", - "COUNTRY/TERRITORY > United States of America > Hawaii > Hawaii > Molokai Island (21N157W0001)", - "COUNTRY/TERRITORY > United States of America > Hawaii > Honolulu > Kure Atoll (28N178W0001)", - "COUNTRY/TERRITORY > United States of America > Hawaii > Honolulu > Northwestern Hawaiian Islands (28N178W0000)", - "COUNTRY/TERRITORY > United States of America > Hawaii > Honolulu > Oahu (21N157W0003)", - "COUNTRY/TERRITORY > United States of America > Hawaii > Honolulu > Pearl and Hermes Reef (27N176W0001)", - "COUNTRY/TERRITORY > United States of America > Hawaii > Kauai > Niihau Island (21N160W0001)", - "COUNTRY/TERRITORY > United States of America > Hawaii > Maui > Lanai Island (20N156W0002)", - "COUNTRY/TERRITORY > United States of America > Hawaii > Maui > Maui Island (20N156W0004)", - "COUNTRY/TERRITORY > United States of America > Hawaiian Islands (21N157W0027)", - "COUNTRY/TERRITORY > United States of America > USA Minor Outlying Islands > Baker Island (00N176W0001)", - "COUNTRY/TERRITORY > United States of America > USA Minor Outlying Islands > Howland Island (00S176W0001)", - "OCEAN BASIN > Pacific Ocean > American Samoa > American Samoa (14S170W0000)", - "OCEAN BASIN > Pacific Ocean > American Samoa > Rose Atoll (14S168W0001)", - "OCEAN BASIN > Pacific Ocean > American Samoa > Tutuila Island (14S170W0016)", - "OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Baker Island > Baker Island (00N176W0001)", - "OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Hawaiian Islands (21N157W0027)", - "OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Hawaiian Islands > Hawaii > Hawaii (21N160W0000)", - "OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Hawaiian Islands > Hawaii Island > Hawaii Island (19N155W0003)", - "OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Hawaiian Islands > Kauai Island > Kauai Island (22N159W0001)", - "OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Hawaiian Islands > Lanai Island > Lanai Island (20N156W0002)", - "OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Hawaiian Islands > Maui Island > Maui Island (20N156W0004)", - "OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Hawaiian Islands > Molokai Island > Molokai Island (21N157W0001)", - "OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Hawaiian Islands > Niihau Island > Niihau Island (21N160W0001)", - "OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Hawaiian Islands > Oahu Island > Oahu (21N157W0003)", - "OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Howland Island > Howland Island (00S176W0001)", - "OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Northwestern Hawaiian Islands (28N178W0000)", - "OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Northwestern Hawaiian Islands > Kure Atoll (28N178W0001)", - "OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Northwestern Hawaiian Islands > Pearl and Hermes Reef (27N176W0001)", - "OCEAN BASIN > Pacific Ocean > Manu'a Group > Ofu Island (14S169W0013)", - "OCEAN BASIN > Pacific Ocean > Manu'a Group > Olosega Island (14S169W0014)", - "OCEAN BASIN > Pacific Ocean > Manu'a Group > Ta'u Island (14S169W0012)", - "OCEAN BASIN > Pacific Ocean > Western Pacific Ocean > Aguihan Island Reefs > Aguihan Island (Aguijan) (14N145E0006)", - "OCEAN BASIN > Pacific Ocean > Western Pacific Ocean > Asuncion Island > Asuncion Island (19N145E0001)", - "OCEAN BASIN > Pacific Ocean > Western Pacific Ocean > Guam > Guam (13N144E0000)", - "OCEAN BASIN > Pacific Ocean > Western Pacific Ocean > Mariana Archipelago > Northern Mariana Islands ( CNMI ) (18N146E0000)", - "OCEAN BASIN > Pacific Ocean > Western Pacific Ocean > Maug Island > Maug Island (20N145E0001)", - "OCEAN BASIN > Pacific Ocean > Western Pacific Ocean > Pagan Island > Pagan Island (18N145E0001)", - "OCEAN BASIN > Pacific Ocean > Western Pacific Ocean > Rota Island > Rota Island ( Luta ) (14N145E0007)", - "OCEAN BASIN > Pacific Ocean > Western Pacific Ocean > Saipan Island > Saipan Island (15N145E0002)", - "OCEAN BASIN > Pacific Ocean > Western Pacific Ocean > Sarigan Island > Sarigan Island (16N145E0003)", - "OCEAN BASIN > Pacific Ocean > Western Pacific Ocean > Tinian Island Reefs > Tinian Island (14N145E0005)", - "CONTINENT > NORTH AMERICA > UNITED STATES OF AMERICA > HAWAII", - "OCEAN > PACIFIC OCEAN > CENTRAL PACIFIC OCEAN > AMERICAN SAMOA", - "OCEAN > PACIFIC OCEAN > CENTRAL PACIFIC OCEAN > HAWAIIAN ISLANDS", - "OCEAN > PACIFIC OCEAN > NORTH PACIFIC OCEAN", - "OCEAN > PACIFIC OCEAN > SOUTH PACIFIC OCEAN", - "Mariana Archipelago", - "Papahanaumokuakea Marine National Monument", - "0T3EBB", - "0X8B6K", - "2J39XL", - "4KDA2E", - "6RT3B5", - "8UFY62", - "E00U92", - "HB8J3W", - "KXC5TK", - "MTG8N5" - ], - "last_harvested_date": "2026-09-27T00:13:07.344903", - "organization": { - "aliases": [ - "" - ], - "code_repo_exempt": false, - "code_repo_url": null, - "description": null, - "id": "5f4f1195-e770-4a2a-8f75-195cd98860ce", - "logo": "https://raw.githubusercontent.com/GSA/logo/refs/heads/master/noaa.png", - "name": "National Oceanic and Atmospheric Administration, Department of Commerce", - "organization_type": "Federal Government", - "slug": "noaa" - }, - "parent_identifier": null, - "popularity": 2, - "publisher": "NOAA National Centers for Environmental Information", - "slug": "benthic-cover-and-other-related-datasets-derived-from-structure-from-motion-sfm-imagery-of", - "spatial_centroid": { - "lat": 6.918145000000001, - "lon": -9.924312399999996 - }, - "spatial_shape": { - "coordinates": [ - [ - [ - [ - 145.812292, - -14.54871 - ], - [ - 180.0, - -14.54871 - ], - [ - 180.0, - 28.385 - ], - [ - 145.812292, - 28.385 - ], - [ - 145.812292, - -14.54871 - ] - ] - ], - [ - [ - [ - -180.0, - 28.385 - ], - [ - -180.0, - -14.54871 - ], - [ - -178.34, - -14.54871 - ], - [ - -178.34, - 28.385 - ], - [ - -180.0, - 28.385 - ] - ] - ] - ], - "type": "MultiPolygon" - }, - "theme": [ - "geospatial" - ], - "title": "Benthic cover and other related datasets derived from Structure-from-Motion (SfM) imagery of coral reef ecosystems in Pacific Islands Regions", - "type": "dataset" - }, - { - "_score": 15.121339, - "_sort": [ - 1790467925140, - 15.121339, - 11, - "35b8a0a3-e688-4171-91f2-3b80daa9b6eb" - ], - "dcat": { - "@type": "dcat:Dataset", - "accessLevel": "non-public", - "contactPoint": { - "@type": "vcard:Contact", - "fn": "NOAA National Centers for Environmental Information", - "hasEmail": "mailto:ncei.info@noaa.gov" - }, - "describedByType": "application/octet-stream", - "description": "This dataset includes physical, chemical, and biological oceanographic data including Karenia brevis counts, biochemistry, and behavior, chlorophyll, water temperature, salinity, fluorometry, dissolved oxygen, and other data from various ECOHAB cruises and experiments.\n\nECOHAB (ECology and Oceanography of Harmful Algal Blooms) is a scientific program designed to increase understanding of the fundamental processes underlying the impacts and population dynamics of HABs. This program addresses the many factors at organismal, population, community, and ecosystem levels that determine how HAB species respond to, and potentially alter their environment, the manner in which HAB species affect food-web and community interactions. The program is based on the results of a workshop co-sponsored by National Oceanic and Atmospheric Administration (NOAA) and National Science Foundation (NSF) and currently receives funding from several federal partners including NOAA, NSF, the U.S. Navy and the U.S. Environmental Protection Agency.", - "distribution": [ - { - "@type": "dcat:Distribution", - "accessURL": "https://www.ncei.noaa.gov/archive/accession/NOS-ECOHAB", - "describedByType": "application/octet-stream", - "description": "Navigate directly to the URL for a descriptive web page with download links.", - "mediaType": "text/html", - "title": "NCEI Dataset Landing Page" - }, - { - "@type": "dcat:Distribution", - "accessURL": "https://data.noaa.gov/onestop/collections/granules/d4e73d05-225c-4f98-91bc-ce7f471cfbd3", - "describedByType": "application/octet-stream", - "description": "Browse data granules belonging to this collection (a granule is the smallest aggregation of data that can be independently described and retrieved).", - "mediaType": "text/html", - "title": "Browse granules" - }, - { - "@type": "dcat:Distribution", - "accessURL": "https://www.ncei.noaa.gov/metadata/granule/geoportal/?from=0&size=10&esdsl=%7B%22query%22%3A%7B%22bool%22%3A%7B%22must%22%3A%5B%7B%22query_string%22%3A%7B%22analyze_wildcard%22%3Atrue%2C%22query%22%3A%22fileid%3ANOS-ECOHAB.*%22%7D%7D%5D%7D%7D%7D#searchPanel", - "describedByType": "application/octet-stream", - "description": "Search for data granules belonging to this collection (a granule is the smallest aggregation of data that can be independently described and retrieved).", - "mediaType": "text/html", - "title": "Search for granules" - }, - { - "@type": "dcat:Distribution", - "accessURL": "https://coastalscience.noaa.gov/science-areas/habs/ecohab/", - "describedByType": "application/octet-stream", - "description": "program website", - "mediaType": "text/html", - "title": "https://coastalscience.noaa.gov/science-areas/habs/ecohab/" - }, - { - "@type": "dcat:Distribution", - "accessURL": "https://repository.library.noaa.gov/view/noaa/14226", - "describedByType": "application/octet-stream", - "description": "related miscellaneous", - "mediaType": "text/html", - "title": "https://repository.library.noaa.gov/view/noaa/14226" - }, - { - "@type": "dcat:Distribution", - "accessURL": "https://www.ncei.noaa.gov/archive/accession/0103940", - "describedByType": "application/octet-stream", - "description": "Related dataset", - "mediaType": "text/html", - "title": "https://www.ncei.noaa.gov/archive/accession/0103940" - }, - { - "@type": "dcat:Distribution", - "accessURL": "https://www.ncei.noaa.gov/archive/accession/0104325", - "describedByType": "application/octet-stream", - "description": "Related dataset", - "mediaType": "text/html", - "title": "https://www.ncei.noaa.gov/archive/accession/0104325" - }, - { - "@type": "dcat:Distribution", - "accessURL": "https://www.ncei.noaa.gov/archive/accession/0104331", - "describedByType": "application/octet-stream", - "description": "Related dataset", - "mediaType": "text/html", - "title": "https://www.ncei.noaa.gov/archive/accession/0104331" - }, - { - "@type": "dcat:Distribution", - "accessURL": "https://www.ncei.noaa.gov/archive/accession/0164626", - "describedByType": "application/octet-stream", - "description": "Related dataset", - "mediaType": "text/html", - "title": "https://www.ncei.noaa.gov/archive/accession/0164626" - }, - { - "@type": "dcat:Distribution", - "accessURL": "https://www.ncei.noaa.gov/archive/accession/0178537", - "describedByType": "application/octet-stream", - "description": "Related dataset", - "mediaType": "text/html", - "title": "https://www.ncei.noaa.gov/archive/accession/0178537" - }, - { - "@type": "dcat:Distribution", - "accessURL": "https://www.ncei.noaa.gov/archive/accession/0178543", - "describedByType": "application/octet-stream", - "description": "Related dataset", - "mediaType": "text/html", - "title": "https://www.ncei.noaa.gov/archive/accession/0178543" - }, - { - "@type": "dcat:Distribution", - "accessURL": "https://www.ncei.noaa.gov/archive/accession/0178545", - "describedByType": "application/octet-stream", - "description": "Related dataset", - "mediaType": "text/html", - "title": "https://www.ncei.noaa.gov/archive/accession/0178545" - }, - { - "@type": "dcat:Distribution", - "accessURL": "https://www.ncei.noaa.gov/archive/accession/0178559", - "describedByType": "application/octet-stream", - "description": "Related dataset", - "mediaType": "text/html", - "title": "https://www.ncei.noaa.gov/archive/accession/0178559" - }, - { - "@type": "dcat:Distribution", - "accessURL": "https://www.ncei.noaa.gov/archive/accession/0178560", - "describedByType": "application/octet-stream", - "description": "Related dataset", - "mediaType": "text/html", - "title": "https://www.ncei.noaa.gov/archive/accession/0178560" - }, - { - "@type": "dcat:Distribution", - "accessURL": "https://www.ncei.noaa.gov/archive/accession/0178569", - "describedByType": "application/octet-stream", - "description": "Related dataset", - "mediaType": "text/html", - "title": "https://www.ncei.noaa.gov/archive/accession/0178569" - }, - { - "@type": "dcat:Distribution", - "accessURL": "https://www.ncei.noaa.gov/archive/accession/0178570", - "describedByType": "application/octet-stream", - "description": "Related dataset", - "mediaType": "text/html", - "title": "https://www.ncei.noaa.gov/archive/accession/0178570" - }, - { - "@type": "dcat:Distribution", - "accessURL": "https://www.ncei.noaa.gov/archive/accession/0178578", - "describedByType": "application/octet-stream", - "description": "Related dataset", - "mediaType": "text/html", - "title": "https://www.ncei.noaa.gov/archive/accession/0178578" - }, - { - "@type": "dcat:Distribution", - "accessURL": "https://www.ncei.noaa.gov/archive/accession/0178583", - "describedByType": "application/octet-stream", - "description": "Related dataset", - "mediaType": "text/html", - "title": "https://www.ncei.noaa.gov/archive/accession/0178583" - }, - { - "@type": "dcat:Distribution", - "accessURL": "https://www.ncei.noaa.gov/archive/accession/0178584", - "describedByType": "application/octet-stream", - "description": "Related dataset", - "mediaType": "text/html", - "title": "https://www.ncei.noaa.gov/archive/accession/0178584" - }, - { - "@type": "dcat:Distribution", - "accessURL": "https://www.ncei.noaa.gov/archive/accession/0178585", - "describedByType": "application/octet-stream", - "description": "Related dataset", - "mediaType": "text/html", - "title": "https://www.ncei.noaa.gov/archive/accession/0178585" - }, - { - "@type": "dcat:Distribution", - "accessURL": "https://www.ncei.noaa.gov/archive/accession/0180029", - "describedByType": "application/octet-stream", - "description": "Related dataset", - "mediaType": "text/html", - "title": "https://www.ncei.noaa.gov/archive/accession/0180029" - }, - { - "@type": "dcat:Distribution", - "accessURL": "https://www.ncei.noaa.gov/archive/accession/0180046", - "describedByType": "application/octet-stream", - "description": "Related dataset", - "mediaType": "text/html", - "title": "https://www.ncei.noaa.gov/archive/accession/0180046" - }, - { - "@type": "dcat:Distribution", - "accessURL": "https://www.ncei.noaa.gov/archive/accession/0184128", - "describedByType": "application/octet-stream", - "description": "Related dataset", - "mediaType": "text/html", - "title": "https://www.ncei.noaa.gov/archive/accession/0184128" - }, - { - "@type": "dcat:Distribution", - "accessURL": "https://www.ncei.noaa.gov/archive/accession/0189154", - "describedByType": "application/octet-stream", - "description": "Related dataset", - "mediaType": "text/html", - "title": "https://www.ncei.noaa.gov/archive/accession/0189154" - }, - { - "@type": "dcat:Distribution", - "accessURL": "https://www.ncei.noaa.gov/archive/accession/0203975", - "describedByType": "application/octet-stream", - "description": "Related dataset", - "mediaType": "text/html", - "title": "https://www.ncei.noaa.gov/archive/accession/0203975" - }, - { - "@type": "dcat:Distribution", - "accessURL": "https://www.ncei.noaa.gov/archive/accession/0204493", - "describedByType": "application/octet-stream", - "description": "Related dataset", - "mediaType": "text/html", - "title": "https://www.ncei.noaa.gov/archive/accession/0204493" - }, - { - "@type": "dcat:Distribution", - "accessURL": "https://www.ncei.noaa.gov/archive/accession/0205150", - "describedByType": "application/octet-stream", - "description": "Related dataset", - "mediaType": "text/html", - "title": "https://www.ncei.noaa.gov/archive/accession/0205150" - }, - { - "@type": "dcat:Distribution", - "accessURL": "https://forum.earthdata.nasa.gov/app.php/tag/GCMD%2BKeywords", - "describedByType": "application/octet-stream", - "description": "Global Change Master Directory (GCMD). 2025. GCMD Keywords, Version 21. Greenbelt, MD: Earth Science Data and Information System, Earth Science Projects Division, Goddard Space Flight Center (GSFC), National Aeronautics and Space Administration (NASA). URL (GCMD Keyword Forum Page): https://forum.earthdata.nasa.gov/app.php/tag/GCMD+Keywords", - "mediaType": "text/html", - "title": "GCMD Keyword Forum Page" - }, - { - "@type": "dcat:Distribution", - "accessURL": "https://www.ncei.noaa.gov/contact", - "describedByType": "application/octet-stream", - "description": "Information for contacts at NCEI.", - "mediaType": "text/html", - "title": "NCEI Contact Information" - } - ], - "identifier": "https://data.noaa.gov/waf/NOAA/NESDIS/ncei/accessions/iso/xml/NOS-ECOHAB.xml", - "issued": "2001-07-31T00:00:00.000+00:00", - "keyword": [ - "0000525", - "0000529", - "0000532", - "0000533", - "0000534", - "0000535", - "0000536", - "0000537", - "0000538", - "0000539", - "0000540", - "0000542", - "0042026", - "0049079", - "0049880", - "0049911", - "0064309", - "AMMONIA (NH3)", - "AMMONIUM (NH4)", - "Attenuation/Transmission", - "bacteria", - "BIOCHEMISTRY", - "biological data", - "BREVETOXIN", - "CHLOROPHYLL", - "CHLOROPHYLL - EXTRACTED", - "CHLOROPHYLL A", - "CHLOROPHYLL B", - "CHLOROPHYLL C", - "CONDUCTIVITY", - "CURRENT DIRECTION", - "CURRENT SPEED", - "CURRENT SPEED - EAST/WEST COMPONENT (U)", - "CURRENT SPEED - NORTH/SOUTH COMPONENT (V)", - "DEPTH - BOTTOM", - "DEPTH - SENSOR", - "DISSOLVED OXYGEN", - "FLUORESCENCE", - "HYDROSTATIC PRESSURE", - "LIGHT TRANSMISSION", - "METALS", - "MICROBIOLOGY", - "NITRATE", - "nitrate + nitrite content (concentration)", - "NITRITE", - "NITROGEN", - "NUTRIENTS", - "OPTICAL PROPERTIES", - "OXYGEN", - "PHAEOPHYTIN", - "phosphate", - "PHOTOSYNTHETIC ACTIVE RADIATION (PAR)", - "PHYTOPLANKTON", - "PHYTOPLANKTON BIOMASS", - "Potential temperature (theta)", - "SALINITY", - "SIGMA-T", - "SIGMA-THETA", - "silicate", - "SPECIES IDENTIFICATION - COUNT", - "SPECIES IDENTIFICATION - LIFE STAGE", - "TOTAL PHOSPHORUS", - "TOXIN", - "TRANSMISSIVITY", - "turbidity", - "WATER TEMPERATURE", - "ADCP", - "bottle", - "buoy - moored buoy", - "CTD", - "CTD - moored CTD", - "current meter", - "fluorometer", - "laboratory analysis", - "mooring", - "PAR Sensor", - "profiling reflectance radiometer", - "sediment sieve", - "surface seawater intake", - "tide gauge", - "XCTD", - "biological", - "chemical", - "current measurements", - "laboratory analyses", - "optical", - "physical", - "plankton", - "profile", - "survey - biological", - "water chemistry", - "ARGO MAINE", - "BELLOWS", - "CAPE HATTERAS", - "CULVER", - "ENDEAVOR", - "GULF CHALLENGER", - "MARLIN", - "moorings", - "OCEANUS", - "R/V Atlantis", - "R/V Clifford A. Barnes", - "R/V Melville", - "R/V THOMAS G. THOMPSON", - "R/V THOMAS G. THOMPSON", - "R/V WECOMA", - "SUN COASTER", - "Duke University/University of North Carolina Oceanographic Consortium", - "Florida Marine Research Institute", - "Mote Marine Laboratory", - "NOAA Center for Coastal Environmental Health and Biomolecular Research", - "NOAA National Centers for Coastal Ocean Science", - "NOAA NCCOS Center for Coastal Fisheries and Habitat Research", - "North Carolina State University", - "University of Maine", - "University of South Florida St. Petersburg", - "University of Washington", - "US DOC/NOAA/NMFS/Southeast Regional Office/Habitat Conservation Division/Atlantic Branch", - "US DOC/NOAA/NOS/Coastal Services Center", - "US DOI/US Geological Survey/Woods Hole Science Center", - "Woods Hole Oceanographic Institution", - "Florida Marine Research Institute", - "University of Maine", - "University of Washington", - "US DOI/US Geological Survey/Woods Hole Science Center", - "Ecology and Oceanography of Harmful Algal Blooms (ECOHAB)", - "The Ecology and Oceanography of Toxic Alexandrium Blooms in the Gulf of Maine (ECOHAB-GOM)", - "Bay of Fundy", - "Coastal Waters of Florida", - "Gulf of America", - "Gulf of Maine", - "Gulf of Mexico", - "North Atlantic Ocean", - "North Pacific Ocean", - "Olympic Coast National Marine Sanctuary", - "Puget Sound", - "Strait of Juan de Fuca", - "oceanography", - "DOC/NOAA/NESDIS/NODC > National Oceanographic Data Center, NESDIS, NOAA, U.S. Department of Commerce", - "DOC/NOAA/NMFS > National Marine Fisheries Service, NOAA, U.S. Department of Commerce", - "DOC/NOAA/NOS/CSC > Coastal Services Center, National Ocean Service, NOAA, U.S. Department of Commerce", - "DOC/NOAA/NOS/NCCOS > National Centers for Coastal Ocean Science, National Ocean Service, NOAA, U.S. Department of Commerce", - "DOC/NOAA/NOS/NCCOS/CCEHBR > Center For Coastal Environmental Health and Biomolecular Research, National Centers For Coastal Ocean Science, National Ocean Service, NOAA, U.S. Department Of Commerce", - "DOC/NOAA/NOS/NCCOS/CCFHR > Center for Coastal Fisheries and Habitat Research, National Centers for Coastal Ocean Science, National Ocean Service, NOAA, U.S. Department of Commerce", - "DOI/USGS/CMG/WHSC > Woods Hole Science Center, Coastal and Marine Geology, U.S. Geological Survey, U.S. Department of the Interior", - "FL/FWC/FMRI > Florida Marine Research Institute, Fish & Wildlife Conservation Commission, Florida", - "MOTE > Mote Marine Laboratory", - "UMAINE > University of Maine", - "WHOI > WOODS HOLE OCEANOGRAPHIC INSTITUTION", - "8M0509", - "93004", - "93013", - "93032", - "93033", - "93034", - "94009", - "94010", - "94013", - "94021", - "94034", - "94046", - "94047", - "94049", - "94050", - "95045", - "AN1117", - "AN1130", - "ECOHAB/PNW1", - "ECOHAB/PNW2", - "ECOHAB/PNW3", - "ECOHAB/PNW4", - "ECOHAB/PNW5", - "ECOHAB/PNW6", - "TN200", - "W0306a", - "W0308c", - "ECOHAB > Ecology and Oceanography of Harmful Algal Bloom", - "EARTH SCIENCE > AGRICULTURE > ANIMAL SCIENCE > ANIMAL PHYSIOLOGY AND BIOCHEMISTRY", - "EARTH SCIENCE > BIOLOGICAL CLASSIFICATION", - "EARTH SCIENCE > BIOLOGICAL CLASSIFICATION > BACTERIA/ARCHAEA", - "EARTH SCIENCE > BIOLOGICAL CLASSIFICATION > PROTISTS > PLANKTON > PHYTOPLANKTON", - "EARTH SCIENCE > OCEANS > BATHYMETRY/SEAFLOOR TOPOGRAPHY > WATER DEPTH", - "EARTH SCIENCE > OCEANS > OCEAN CHEMISTRY", - "EARTH SCIENCE > OCEANS > OCEAN CHEMISTRY > AMMONIA", - "EARTH SCIENCE > OCEANS > OCEAN CHEMISTRY > CHLOROPHYLL", - "EARTH SCIENCE > OCEANS > OCEAN CHEMISTRY > NITRATE", - "EARTH SCIENCE > OCEANS > OCEAN CHEMISTRY > NITRITE", - "EARTH SCIENCE > OCEANS > OCEAN CHEMISTRY > NITROGEN", - "EARTH SCIENCE > OCEANS > OCEAN CHEMISTRY > NUTRIENTS", - "EARTH SCIENCE > OCEANS > OCEAN CHEMISTRY > OXYGEN", - "EARTH SCIENCE > OCEANS > OCEAN CHEMISTRY > PHOSPHATE", - "EARTH SCIENCE > OCEANS > OCEAN CHEMISTRY > SILICATE", - "EARTH SCIENCE > OCEANS > OCEAN CIRCULATION > OCEAN CURRENTS", - "EARTH SCIENCE > OCEANS > OCEAN OPTICS", - "EARTH SCIENCE > OCEANS > OCEAN OPTICS > ATTENUATION/TRANSMISSION", - "EARTH SCIENCE > OCEANS > OCEAN OPTICS > FLUORESCENCE", - "EARTH SCIENCE > OCEANS > OCEAN OPTICS > PHOTOSYNTHETICALLY ACTIVE RADIATION", - "EARTH SCIENCE > OCEANS > OCEAN OPTICS > TURBIDITY", - "EARTH SCIENCE > OCEANS > OCEAN PRESSURE > WATER PRESSURE", - "EARTH SCIENCE > OCEANS > OCEAN TEMPERATURE > POTENTIAL TEMPERATURE", - "EARTH SCIENCE > OCEANS > OCEAN TEMPERATURE > WATER TEMPERATURE", - "EARTH SCIENCE > OCEANS > SALINITY/DENSITY > CONDUCTIVITY", - "EARTH SCIENCE > OCEANS > SALINITY/DENSITY > DENSITY", - "EARTH SCIENCE > OCEANS > SALINITY/DENSITY > SALINITY", - "ELISA", - "Mooring work", - "Sampling", - "abundance", - "aerosol", - "algae", - "aquatic", - "botany", - "brevetoxin", - "chemistry", - "chl-a biomass", - "chlorophyll", - "circulation", - "conductivity", - "current", - "distribution", - "dynamic", - "marine", - "moorings", - "mote transects", - "natural resource", - "nitrate", - "nutrient", - "organic", - "phosphorus", - "physical oceanography", - "physical processes", - "phytoplankton", - "pigments", - "plankton", - "population", - "pressure", - "receptor binding assay", - "salinity", - "saltwater", - "seasonally", - "statistics", - "succession", - "temperature", - "velocity", - "water chemistry", - "water quality", - "waves", - "Gymnodinium breve", - "Karenia brevis", - "Ptychodiscus brevis", - "ADCP > Acoustic Doppler Current Profiler", - "CTD > Conductivity, Temperature, Depth", - "CURRENT METERS", - "FLUOROMETERS > FLUOROMETERS", - "GRANULOMETRIC SIEVES", - "PAR SENSORS > Photosynthetically Active Radiation Sensors", - "RADIOMETERS", - "TIDE GAUGES > TIDE GAUGES", - "MOORINGS", - "Ships", - "ARGO MAINE (ICES code: 33AM)", - "ATLANTIS (call sign: KAQP, ICES code: 33AT, 1997-)", - "BELLOWS (ICES code: 318B, 1971-2016)", - "CAPE HATTERAS (call sign: WRZ8934, ICES code: 32KZ, 1981-)", - "CLIFFORD A. BARNES (call sign: WRN5495, ICES code: 33CB, 1982-)", - "ENDEAVOR (call sign: WCE5063, ICES code: 32EV, 1976-)", - "GULF CHALLENGER (ICES code: 33GC)", - "MARLIN (ICES code: 90MR)", - "MELVILLE (call sign: WECB, ICES code: 318M, 1969-)", - "OCEANUS (call sign: WXAQ, ICES code: 32OC, 1976-)", - "SUN COASTER (ICES code: 32WP)", - "THOMAS G. THOMPSON (call sign: KGWT, ICES code: 31TT)", - "THOMAS G. THOMPSON (call sign: KTDQ, ICES code: 3250, 1991-)", - "WECOMA (call sign: WSD7079, ICES code: 32WC, 1976-)", - "OCEAN > ATLANTIC OCEAN > NORTH ATLANTIC OCEAN", - "OCEAN > ATLANTIC OCEAN > NORTH ATLANTIC OCEAN > BAY OF FUNDY", - "OCEAN > ATLANTIC OCEAN > NORTH ATLANTIC OCEAN > GULF OF AMERICA", - "OCEAN > ATLANTIC OCEAN > NORTH ATLANTIC OCEAN > GULF OF MAINE", - "OCEAN > ATLANTIC OCEAN > NORTH ATLANTIC OCEAN > GULF OF MEXICO", - "OCEAN > PACIFIC OCEAN > NORTH PACIFIC OCEAN", - "Boothbay Harbor", - "Cape Porpoise", - "Casco Bay", - "Charlotte Harbor", - "Destin Beach area", - "Florida", - "Florida Panhandle", - "Gulf of Maine", - "Gulf of Mexico", - "Jordan Basin", - "Kennebec", - "Maine", - "McKown Point", - "Monhegan", - "North America", - "North Atlantic", - "Point McKown", - "United States", - "West Florida Continental shelf", - "West Florida Shelf", - "Western Gulf of Maine", - "Charlotte Harbor", - "Gulf of Mexico", - "Tampa Bay" - ], - "landingPage": "https://www.ncei.noaa.gov/contact", - "language": [], - "license": "https://creativecommons.org/publicdomain/zero/1.0/", - "modified": "2026-01-04T00:00:00.000+00:00", - "publisher": { - "@type": "org:Organization", - "name": "NOAA National Centers for Environmental Information" - }, - "references": [ - "https://coastalscience.noaa.gov/science-areas/habs/ecohab/", - "https://repository.library.noaa.gov/view/noaa/14226", - "https://www.ncei.noaa.gov/archive/accession/0103940", - "https://www.ncei.noaa.gov/archive/accession/0104325", - "https://www.ncei.noaa.gov/archive/accession/0104331", - "https://www.ncei.noaa.gov/archive/accession/0164626", - "https://www.ncei.noaa.gov/archive/accession/0178537", - "https://www.ncei.noaa.gov/archive/accession/0178543", - "https://www.ncei.noaa.gov/archive/accession/0178545", - "https://www.ncei.noaa.gov/archive/accession/0178559", - "https://www.ncei.noaa.gov/archive/accession/0178560", - "https://www.ncei.noaa.gov/archive/accession/0178569", - "https://www.ncei.noaa.gov/archive/accession/0178570", - "https://www.ncei.noaa.gov/archive/accession/0178578", - "https://www.ncei.noaa.gov/archive/accession/0178583", - "https://www.ncei.noaa.gov/archive/accession/0178584", - "https://www.ncei.noaa.gov/archive/accession/0178585", - "https://www.ncei.noaa.gov/archive/accession/0180029", - "https://www.ncei.noaa.gov/archive/accession/0180046", - "https://www.ncei.noaa.gov/archive/accession/0184128", - "https://www.ncei.noaa.gov/archive/accession/0189154", - "https://www.ncei.noaa.gov/archive/accession/0203975", - "https://www.ncei.noaa.gov/archive/accession/0204493", - "https://www.ncei.noaa.gov/archive/accession/0205150" - ], - "rights": "otherRestrictions", - "spatial": "-65.9,24.69,-126.9418,49.1253", - "temporal": "1993-03-19T00:00:00+00:00/2006-12-13T00:00:00+00:00", - "theme": [ - "geospatial" - ], - "title": "Physical, chemical, and biological oceanographic data collected for the ECOHAB (ECology and Oceanography of Harmful Algal Blooms) project from 1993 to 2006" - }, - "description": "This dataset includes physical, chemical, and biological oceanographic data including Karenia brevis counts, biochemistry, and behavior, chlorophyll, water temperature, salinity, fluorometry, dissolved oxygen, and other data from various ECOHAB cruises and experiments.\n\nECOHAB (ECology and Oceanography of Harmful Algal Blooms) is a scientific program designed to increase understanding of the fundamental processes underlying the impacts and population dynamics of HABs. This program addresses the many factors at organismal, population, community, and ecosystem levels that determine how HAB species respond to, and potentially alter their environment, the manner in which HAB species affect food-web and community interactions. The program is based on the results of a workshop co-sponsored by National Oceanic and Atmospheric Administration (NOAA) and National Science Foundation (NSF) and currently receives funding from several federal partners including NOAA, NSF, the U.S. Navy and the U.S. Environmental Protection Agency.", - "distribution_titles": [ - "NCEI Dataset Landing Page", - "Browse granules", - "Search for granules", - "https://coastalscience.noaa.gov/science-areas/habs/ecohab/", - "https://repository.library.noaa.gov/view/noaa/14226", - "https://www.ncei.noaa.gov/archive/accession/0103940", - "https://www.ncei.noaa.gov/archive/accession/0104325", - "https://www.ncei.noaa.gov/archive/accession/0104331", - "https://www.ncei.noaa.gov/archive/accession/0164626", - "https://www.ncei.noaa.gov/archive/accession/0178537", - "https://www.ncei.noaa.gov/archive/accession/0178543", - "https://www.ncei.noaa.gov/archive/accession/0178545", - "https://www.ncei.noaa.gov/archive/accession/0178559", - "https://www.ncei.noaa.gov/archive/accession/0178560", - "https://www.ncei.noaa.gov/archive/accession/0178569", - "https://www.ncei.noaa.gov/archive/accession/0178570", - "https://www.ncei.noaa.gov/archive/accession/0178578", - "https://www.ncei.noaa.gov/archive/accession/0178583", - "https://www.ncei.noaa.gov/archive/accession/0178584", - "https://www.ncei.noaa.gov/archive/accession/0178585", - "https://www.ncei.noaa.gov/archive/accession/0180029", - "https://www.ncei.noaa.gov/archive/accession/0180046", - "https://www.ncei.noaa.gov/archive/accession/0184128", - "https://www.ncei.noaa.gov/archive/accession/0189154", - "https://www.ncei.noaa.gov/archive/accession/0203975", - "https://www.ncei.noaa.gov/archive/accession/0204493", - "https://www.ncei.noaa.gov/archive/accession/0205150", - "GCMD Keyword Forum Page", - "NCEI Contact Information" - ], - "harvest_record": "https://catalog.data.gov/harvest_record/7a720305-2b23-4b8b-ae2e-6fba282945be", - "harvest_record_raw": "https://catalog.data.gov/harvest_record/7a720305-2b23-4b8b-ae2e-6fba282945be/raw", - "harvest_record_transformed": "https://catalog.data.gov/harvest_record/7a720305-2b23-4b8b-ae2e-6fba282945be/transformed", - "has_download": false, - "has_spatial": true, - "identifier": "https://data.noaa.gov/waf/NOAA/NESDIS/ncei/accessions/iso/xml/NOS-ECOHAB.xml", - "keyword": [ - "0000525", - "0000529", - "0000532", - "0000533", - "0000534", - "0000535", - "0000536", - "0000537", - "0000538", - "0000539", - "0000540", - "0000542", - "0042026", - "0049079", - "0049880", - "0049911", - "0064309", - "AMMONIA (NH3)", - "AMMONIUM (NH4)", - "Attenuation/Transmission", - "bacteria", - "BIOCHEMISTRY", - "biological data", - "BREVETOXIN", - "CHLOROPHYLL", - "CHLOROPHYLL - EXTRACTED", - "CHLOROPHYLL A", - "CHLOROPHYLL B", - "CHLOROPHYLL C", - "CONDUCTIVITY", - "CURRENT DIRECTION", - "CURRENT SPEED", - "CURRENT SPEED - EAST/WEST COMPONENT (U)", - "CURRENT SPEED - NORTH/SOUTH COMPONENT (V)", - "DEPTH - BOTTOM", - "DEPTH - SENSOR", - "DISSOLVED OXYGEN", - "FLUORESCENCE", - "HYDROSTATIC PRESSURE", - "LIGHT TRANSMISSION", - "METALS", - "MICROBIOLOGY", - "NITRATE", - "nitrate + nitrite content (concentration)", - "NITRITE", - "NITROGEN", - "NUTRIENTS", - "OPTICAL PROPERTIES", - "OXYGEN", - "PHAEOPHYTIN", - "phosphate", - "PHOTOSYNTHETIC ACTIVE RADIATION (PAR)", - "PHYTOPLANKTON", - "PHYTOPLANKTON BIOMASS", - "Potential temperature (theta)", - "SALINITY", - "SIGMA-T", - "SIGMA-THETA", - "silicate", - "SPECIES IDENTIFICATION - COUNT", - "SPECIES IDENTIFICATION - LIFE STAGE", - "TOTAL PHOSPHORUS", - "TOXIN", - "TRANSMISSIVITY", - "turbidity", - "WATER TEMPERATURE", - "ADCP", - "bottle", - "buoy - moored buoy", - "CTD", - "CTD - moored CTD", - "current meter", - "fluorometer", - "laboratory analysis", - "mooring", - "PAR Sensor", - "profiling reflectance radiometer", - "sediment sieve", - "surface seawater intake", - "tide gauge", - "XCTD", - "biological", - "chemical", - "current measurements", - "laboratory analyses", - "optical", - "physical", - "plankton", - "profile", - "survey - biological", - "water chemistry", - "ARGO MAINE", - "BELLOWS", - "CAPE HATTERAS", - "CULVER", - "ENDEAVOR", - "GULF CHALLENGER", - "MARLIN", - "moorings", - "OCEANUS", - "R/V Atlantis", - "R/V Clifford A. Barnes", - "R/V Melville", - "R/V THOMAS G. THOMPSON", - "R/V THOMAS G. THOMPSON", - "R/V WECOMA", - "SUN COASTER", - "Duke University/University of North Carolina Oceanographic Consortium", - "Florida Marine Research Institute", - "Mote Marine Laboratory", - "NOAA Center for Coastal Environmental Health and Biomolecular Research", - "NOAA National Centers for Coastal Ocean Science", - "NOAA NCCOS Center for Coastal Fisheries and Habitat Research", - "North Carolina State University", - "University of Maine", - "University of South Florida St. Petersburg", - "University of Washington", - "US DOC/NOAA/NMFS/Southeast Regional Office/Habitat Conservation Division/Atlantic Branch", - "US DOC/NOAA/NOS/Coastal Services Center", - "US DOI/US Geological Survey/Woods Hole Science Center", - "Woods Hole Oceanographic Institution", - "Florida Marine Research Institute", - "University of Maine", - "University of Washington", - "US DOI/US Geological Survey/Woods Hole Science Center", - "Ecology and Oceanography of Harmful Algal Blooms (ECOHAB)", - "The Ecology and Oceanography of Toxic Alexandrium Blooms in the Gulf of Maine (ECOHAB-GOM)", - "Bay of Fundy", - "Coastal Waters of Florida", - "Gulf of America", - "Gulf of Maine", - "Gulf of Mexico", - "North Atlantic Ocean", - "North Pacific Ocean", - "Olympic Coast National Marine Sanctuary", - "Puget Sound", - "Strait of Juan de Fuca", - "oceanography", - "DOC/NOAA/NESDIS/NODC > National Oceanographic Data Center, NESDIS, NOAA, U.S. Department of Commerce", - "DOC/NOAA/NMFS > National Marine Fisheries Service, NOAA, U.S. Department of Commerce", - "DOC/NOAA/NOS/CSC > Coastal Services Center, National Ocean Service, NOAA, U.S. Department of Commerce", - "DOC/NOAA/NOS/NCCOS > National Centers for Coastal Ocean Science, National Ocean Service, NOAA, U.S. Department of Commerce", - "DOC/NOAA/NOS/NCCOS/CCEHBR > Center For Coastal Environmental Health and Biomolecular Research, National Centers For Coastal Ocean Science, National Ocean Service, NOAA, U.S. Department Of Commerce", - "DOC/NOAA/NOS/NCCOS/CCFHR > Center for Coastal Fisheries and Habitat Research, National Centers for Coastal Ocean Science, National Ocean Service, NOAA, U.S. Department of Commerce", - "DOI/USGS/CMG/WHSC > Woods Hole Science Center, Coastal and Marine Geology, U.S. Geological Survey, U.S. Department of the Interior", - "FL/FWC/FMRI > Florida Marine Research Institute, Fish & Wildlife Conservation Commission, Florida", - "MOTE > Mote Marine Laboratory", - "UMAINE > University of Maine", - "WHOI > WOODS HOLE OCEANOGRAPHIC INSTITUTION", - "8M0509", - "93004", - "93013", - "93032", - "93033", - "93034", - "94009", - "94010", - "94013", - "94021", - "94034", - "94046", - "94047", - "94049", - "94050", - "95045", - "AN1117", - "AN1130", - "ECOHAB/PNW1", - "ECOHAB/PNW2", - "ECOHAB/PNW3", - "ECOHAB/PNW4", - "ECOHAB/PNW5", - "ECOHAB/PNW6", - "TN200", - "W0306a", - "W0308c", - "ECOHAB > Ecology and Oceanography of Harmful Algal Bloom", - "EARTH SCIENCE > AGRICULTURE > ANIMAL SCIENCE > ANIMAL PHYSIOLOGY AND BIOCHEMISTRY", - "EARTH SCIENCE > BIOLOGICAL CLASSIFICATION", - "EARTH SCIENCE > BIOLOGICAL CLASSIFICATION > BACTERIA/ARCHAEA", - "EARTH SCIENCE > BIOLOGICAL CLASSIFICATION > PROTISTS > PLANKTON > PHYTOPLANKTON", - "EARTH SCIENCE > OCEANS > BATHYMETRY/SEAFLOOR TOPOGRAPHY > WATER DEPTH", - "EARTH SCIENCE > OCEANS > OCEAN CHEMISTRY", - "EARTH SCIENCE > OCEANS > OCEAN CHEMISTRY > AMMONIA", - "EARTH SCIENCE > OCEANS > OCEAN CHEMISTRY > CHLOROPHYLL", - "EARTH SCIENCE > OCEANS > OCEAN CHEMISTRY > NITRATE", - "EARTH SCIENCE > OCEANS > OCEAN CHEMISTRY > NITRITE", - "EARTH SCIENCE > OCEANS > OCEAN CHEMISTRY > NITROGEN", - "EARTH SCIENCE > OCEANS > OCEAN CHEMISTRY > NUTRIENTS", - "EARTH SCIENCE > OCEANS > OCEAN CHEMISTRY > OXYGEN", - "EARTH SCIENCE > OCEANS > OCEAN CHEMISTRY > PHOSPHATE", - "EARTH SCIENCE > OCEANS > OCEAN CHEMISTRY > SILICATE", - "EARTH SCIENCE > OCEANS > OCEAN CIRCULATION > OCEAN CURRENTS", - "EARTH SCIENCE > OCEANS > OCEAN OPTICS", - "EARTH SCIENCE > OCEANS > OCEAN OPTICS > ATTENUATION/TRANSMISSION", - "EARTH SCIENCE > OCEANS > OCEAN OPTICS > FLUORESCENCE", - "EARTH SCIENCE > OCEANS > OCEAN OPTICS > PHOTOSYNTHETICALLY ACTIVE RADIATION", - "EARTH SCIENCE > OCEANS > OCEAN OPTICS > TURBIDITY", - "EARTH SCIENCE > OCEANS > OCEAN PRESSURE > WATER PRESSURE", - "EARTH SCIENCE > OCEANS > OCEAN TEMPERATURE > POTENTIAL TEMPERATURE", - "EARTH SCIENCE > OCEANS > OCEAN TEMPERATURE > WATER TEMPERATURE", - "EARTH SCIENCE > OCEANS > SALINITY/DENSITY > CONDUCTIVITY", - "EARTH SCIENCE > OCEANS > SALINITY/DENSITY > DENSITY", - "EARTH SCIENCE > OCEANS > SALINITY/DENSITY > SALINITY", - "ELISA", - "Mooring work", - "Sampling", - "abundance", - "aerosol", - "algae", - "aquatic", - "botany", - "brevetoxin", - "chemistry", - "chl-a biomass", - "chlorophyll", - "circulation", - "conductivity", - "current", - "distribution", - "dynamic", - "marine", - "moorings", - "mote transects", - "natural resource", - "nitrate", - "nutrient", - "organic", - "phosphorus", - "physical oceanography", - "physical processes", - "phytoplankton", - "pigments", - "plankton", - "population", - "pressure", - "receptor binding assay", - "salinity", - "saltwater", - "seasonally", - "statistics", - "succession", - "temperature", - "velocity", - "water chemistry", - "water quality", - "waves", - "Gymnodinium breve", - "Karenia brevis", - "Ptychodiscus brevis", - "ADCP > Acoustic Doppler Current Profiler", - "CTD > Conductivity, Temperature, Depth", - "CURRENT METERS", - "FLUOROMETERS > FLUOROMETERS", - "GRANULOMETRIC SIEVES", - "PAR SENSORS > Photosynthetically Active Radiation Sensors", - "RADIOMETERS", - "TIDE GAUGES > TIDE GAUGES", - "MOORINGS", - "Ships", - "ARGO MAINE (ICES code: 33AM)", - "ATLANTIS (call sign: KAQP, ICES code: 33AT, 1997-)", - "BELLOWS (ICES code: 318B, 1971-2016)", - "CAPE HATTERAS (call sign: WRZ8934, ICES code: 32KZ, 1981-)", - "CLIFFORD A. BARNES (call sign: WRN5495, ICES code: 33CB, 1982-)", - "ENDEAVOR (call sign: WCE5063, ICES code: 32EV, 1976-)", - "GULF CHALLENGER (ICES code: 33GC)", - "MARLIN (ICES code: 90MR)", - "MELVILLE (call sign: WECB, ICES code: 318M, 1969-)", - "OCEANUS (call sign: WXAQ, ICES code: 32OC, 1976-)", - "SUN COASTER (ICES code: 32WP)", - "THOMAS G. THOMPSON (call sign: KGWT, ICES code: 31TT)", - "THOMAS G. THOMPSON (call sign: KTDQ, ICES code: 3250, 1991-)", - "WECOMA (call sign: WSD7079, ICES code: 32WC, 1976-)", - "OCEAN > ATLANTIC OCEAN > NORTH ATLANTIC OCEAN", - "OCEAN > ATLANTIC OCEAN > NORTH ATLANTIC OCEAN > BAY OF FUNDY", - "OCEAN > ATLANTIC OCEAN > NORTH ATLANTIC OCEAN > GULF OF AMERICA", - "OCEAN > ATLANTIC OCEAN > NORTH ATLANTIC OCEAN > GULF OF MAINE", - "OCEAN > ATLANTIC OCEAN > NORTH ATLANTIC OCEAN > GULF OF MEXICO", - "OCEAN > PACIFIC OCEAN > NORTH PACIFIC OCEAN", - "Boothbay Harbor", - "Cape Porpoise", - "Casco Bay", - "Charlotte Harbor", - "Destin Beach area", - "Florida", - "Florida Panhandle", - "Gulf of Maine", - "Gulf of Mexico", - "Jordan Basin", - "Kennebec", - "Maine", - "McKown Point", - "Monhegan", - "North America", - "North Atlantic", - "Point McKown", - "United States", - "West Florida Continental shelf", - "West Florida Shelf", - "Western Gulf of Maine", - "Charlotte Harbor", - "Gulf of Mexico", - "Tampa Bay" - ], - "last_harvested_date": "2026-09-27T00:12:05.140930", - "organization": { - "aliases": [ - "" - ], - "code_repo_exempt": false, - "code_repo_url": null, - "description": null, - "id": "5f4f1195-e770-4a2a-8f75-195cd98860ce", - "logo": "https://raw.githubusercontent.com/GSA/logo/refs/heads/master/noaa.png", - "name": "National Oceanic and Atmospheric Administration, Department of Commerce", - "organization_type": "Federal Government", - "slug": "noaa" - }, - "parent_identifier": null, - "popularity": 11, - "publisher": "NOAA National Centers for Environmental Information", - "slug": "physical-chemical-and-biological-oceanographic-data-collected-for-the-ecohab-ecology--2006", - "spatial_centroid": { - "lat": 34.46412, - "lon": -90.31672 - }, - "spatial_shape": { - "coordinates": [ - [ - [ - -65.9, - 24.69 - ], - [ - -65.9, - 49.1253 - ], - [ - -126.9418, - 49.1253 - ], - [ - -126.9418, - 24.69 - ], - [ - -65.9, - 24.69 - ] - ] - ], - "type": "Polygon" - }, - "theme": [ - "geospatial" - ], - "title": "Physical, chemical, and biological oceanographic data collected for the ECOHAB (ECology and Oceanography of Harmful Algal Blooms) project from 1993 to 2006", - "type": "dataset" - }, - { - "_score": 6.9516163, - "_sort": [ - 1790467895570, - 6.9516163, - 6, - "d4f53c92-ef00-4049-9da6-8fab8b7501a3" + 1790471591852, + 10.263874, + 1, + "4c15edc0-6824-49d4-a200-c9b1af8d5e7f" ], "dcat": { "accessLevel": "public", @@ -4434,14 +1796,14 @@ ], "contactPoint": { "@type": "vcard:Contact", - "fn": "U.S. Geological Survey, Alaska Science Center", - "hasEmail": "mailto:gs-ak_asc_datamanagers@usgs.gov" - }, - "description": "These data are daily summary checklists of all bird species observed at U.S. Geological Survey, Alaska Science Center (ASC) field camps. Data include species observation details such as observers, dates, location, and number of individuals seen.", + "fn": "Ryan F. Thompson", + "hasEmail": "mailto:rcthomps@usgs.gov" + }, + "description": "This data set contains land surface elevations on dry and wadeable portions of transects for the \nhydrographic surveys on the Missouri River below Gavins Point Dam near River Mile 769.8. \nThis data provides land surface elevations of shallow-water, shore, and highbank for the \nMissouri River prior to construction of Emergent Sandbar Habitat.", "distribution": [ { "@type": "dcat:Distribution", - "accessURL": "https://doi.org/10.5066/P950QX28", + "accessURL": "https://water.usgs.gov/GIS/dsdl/up_pre_gps.zip", "description": "Landing page for access to the data", "format": "XML", "mediaType": "application/http", @@ -4450,103 +1812,49 @@ { "@type": "dcat:Distribution", "description": "The metadata original format", - "downloadURL": "https://data.usgs.gov/datacatalog/metadata/USGS.ASC367.xml", + "downloadURL": "https://data.usgs.gov/datacatalog/metadata/USGS.985cf61c-0fe2-4ecb-abca-86e5089aaeff.xml", "format": "XML", "mediaType": "text/xml", "title": "Original Metadata" } ], - "identifier": "http://datainventory.doi.gov/id/dataset/USGS_ASC367", - "keyword": [ - "Alaska", - "Albatrosses/Petrels and Allies", - "Animals/Vertebrates", - "Biota", - "Birds", - "Coastal ecosystems", - "Cranes", - "Ducks/Geese/Swans", - "Eagles/Falcons/Hawks and Allies", - "Environment", - "Fowl", - "Game birds", - "Loons", - "Migration (organisms)", - "Migratory birds", - "Migratory rates/routes", - "Migratory species", - "Owls", - "Perching Birds", - "Raptors", - "Sandpipers", - "Seabirds", - "Seasonal distribution", - "Shorebirds", - "Songbirds", - "Tundra ecosystems", - "USGS:ASC367", - "United States", - "Waders/Gulls/Auks and Allies", - "Waterfowl", - "Wetland ecosystems", - "Wildlife" - ], - "modified": "2022-03-10T00:00:00Z", + "identifier": "http://datainventory.doi.gov/id/dataset/USGS_985cf61c-0fe2-4ecb-abca-86e5089aaeff", + "keyword": [ + "Hydrographic Survey", + "USGS:985cf61c-0fe2-4ecb-abca-86e5089aaeff", + "environment", + "geoscientificInformation", + "inlandWaters" + ], + "modified": "2020-11-17T00:00:00Z", "publisher": { "@type": "org:Organization", "name": "U.S. Geological Survey" }, - "spatial": "170.0, 25.0, -110.0, 72.0", - "theme": [ - "geospatial" - ], - "title": "Bird Species Checklists from USGS Alaska Science Center Field Camps" - }, - "description": "These data are daily summary checklists of all bird species observed at U.S. Geological Survey, Alaska Science Center (ASC) field camps. Data include species observation details such as observers, dates, location, and number of individuals seen.", + "spatial": "-96.914945, 42.701005, -96.821300, 42.738139", + "theme": [ + "geospatial" + ], + "title": "GPS data collected for transects as part of the pre-construction survey at Emergent Sandbar Habitat site on the Missouri River near river mile 769.8" + }, + "description": "This data set contains land surface elevations on dry and wadeable portions of transects for the \nhydrographic surveys on the Missouri River below Gavins Point Dam near River Mile 769.8. \nThis data provides land surface elevations of shallow-water, shore, and highbank for the \nMissouri River prior to construction of Emergent Sandbar Habitat.", "distribution_titles": [ "Digital Data", "Original Metadata" ], - "harvest_record": "https://catalog.data.gov/harvest_record/4f5c692e-a92b-4e07-815a-c5770ec18ffe", - "harvest_record_raw": "https://catalog.data.gov/harvest_record/4f5c692e-a92b-4e07-815a-c5770ec18ffe/raw", + "harvest_record": "https://catalog.data.gov/harvest_record/e78bfa63-3f4e-4376-a81d-6d666e6510c9", + "harvest_record_raw": "https://catalog.data.gov/harvest_record/e78bfa63-3f4e-4376-a81d-6d666e6510c9/raw", "has_download": true, "has_spatial": true, - "identifier": "http://datainventory.doi.gov/id/dataset/USGS_ASC367", - "keyword": [ - "Alaska", - "Albatrosses/Petrels and Allies", - "Animals/Vertebrates", - "Biota", - "Birds", - "Coastal ecosystems", - "Cranes", - "Ducks/Geese/Swans", - "Eagles/Falcons/Hawks and Allies", - "Environment", - "Fowl", - "Game birds", - "Loons", - "Migration (organisms)", - "Migratory birds", - "Migratory rates/routes", - "Migratory species", - "Owls", - "Perching Birds", - "Raptors", - "Sandpipers", - "Seabirds", - "Seasonal distribution", - "Shorebirds", - "Songbirds", - "Tundra ecosystems", - "USGS:ASC367", - "United States", - "Waders/Gulls/Auks and Allies", - "Waterfowl", - "Wetland ecosystems", - "Wildlife" - ], - "last_harvested_date": "2026-09-27T00:11:35.570577", + "identifier": "http://datainventory.doi.gov/id/dataset/USGS_985cf61c-0fe2-4ecb-abca-86e5089aaeff", + "keyword": [ + "Hydrographic Survey", + "USGS:985cf61c-0fe2-4ecb-abca-86e5089aaeff", + "environment", + "geoscientificInformation", + "inlandWaters" + ], + "last_harvested_date": "2026-09-27T01:13:11.852841", "organization": { "aliases": [ "dept" @@ -4561,35 +1869,35 @@ "slug": "doi" }, "parent_identifier": null, - "popularity": 6, + "popularity": 1, "publisher": "U.S. Geological Survey", - "slug": "bird-species-checklists-from-usgs-alaska-science-center-field-camps", + "slug": "gps-data-collected-for-transects-as-part-of-the-pre-construction-survey-at-emergent-sandba", "spatial_centroid": { - "lat": 43.8, - "lon": 58.0 + "lat": 42.715858600000004, + "lon": -96.877487 }, "spatial_shape": { "coordinates": [ [ [ - 170.0, - 25.0 - ], - [ - 170.0, - 72.0 - ], - [ - -110.0, - 72.0 - ], - [ - -110.0, - 25.0 - ], - [ - 170.0, - 25.0 + -96.914945, + 42.701005 + ], + [ + -96.914945, + 42.738139 + ], + [ + -96.8213, + 42.738139 + ], + [ + -96.8213, + 42.701005 + ], + [ + -96.914945, + 42.701005 ] ] ], @@ -4598,1438 +1906,16 @@ "theme": [ "geospatial" ], - "title": "Bird Species Checklists from USGS Alaska Science Center Field Camps", + "title": "GPS data collected for transects as part of the pre-construction survey at Emergent Sandbar Habitat site on the Missouri River near river mile 769.8", "type": "dataset" }, { - "_score": 14.191629, + "_score": 9.316145, "_sort": [ - 1790467891905, - 14.191629, - 1, - "0097dae6-e3a9-4f6f-8c87-5301e20b0dc2" - ], - "dcat": { - "@type": "dcat:Dataset", - "accessLevel": "non-public", - "contactPoint": { - "@type": "vcard:Contact", - "fn": "NOAA National Centers for Environmental Information", - "hasEmail": "mailto:ncei.info@noaa.gov" - }, - "describedByType": "application/octet-stream", - "description": "The datasets within this collection contain benthic complexity and urchin abundance data gathered as part of NOAA's ongoing National Coral Reef Monitoring Program (NCRMP). These data were gathered around the Pacific Remote Island Areas as a part of NOAA Pacific Islands Fisheries Science Center (PIFSC), Coral Reef Ecosystem Program (CREP) led missions. During these missions, the variables of benthic complexity and urchin abundance were tracked by swimmer/diver visual surveys at NCRMP climate stations. Three to four of these sites were chosen per island in a stratified random fashion so as to be roughly equally spaced, along the 15m contour, on hard bottom, and at least 1 km away from a river mouth or embayment. Once the sites were selected, multiple features of the coral reef environment were assessed, including: in-situ temperature (STR), seawater carbonate, net carbonate accretion (CAU), bioerosion (BMU), and cryptobiota diversity (ARMS). These data, however, are archived separately.", - "distribution": [ - { - "@type": "dcat:Distribution", - "accessURL": "https://www.ncei.noaa.gov/erddap/tabledap/CRCP_Benthic_Complexity_Urchin_Abundance_Pacific.html", - "describedByType": "application/octet-stream", - "description": "ERDDAP acts as a middleman between you and various remote data servers. ERDDAP offers an easy-to-use, consistent way to request data: via the OPeNDAP standard. Many datasets can also be accessed via ERDDAP's Web Map Service (WMS). ERDDAP returns data in the common file format of your choice. ERDDAP offers all data as .html table, ESRI .asc and .csv, Google Earth .kml, OPeNDAP binary, .mat, .nc, ODV .txt, .csv, .tsv, .json, and .xhtml.", - "mediaType": "text/html", - "title": "CRCP Benthic Complexity Urchin Abundance Pacific" - }, - { - "@type": "dcat:Distribution", - "accessURL": "https://doi.org/10.7289/v5bc3wv3", - "describedByType": "application/octet-stream", - "description": "Navigate directly to the URL for a descriptive web page with download links.", - "mediaType": "text/html", - "title": "NCEI Dataset Landing Page" - }, - { - "@type": "dcat:Distribution", - "accessURL": "https://data.noaa.gov/onestop/collections/granules/42fbe662-c00a-408d-8f84-e152e848d303", - "describedByType": "application/octet-stream", - "description": "Browse data granules belonging to this collection (a granule is the smallest aggregation of data that can be independently described and retrieved).", - "mediaType": "text/html", - "title": "Browse granules" - }, - { - "@type": "dcat:Distribution", - "accessURL": "https://www.ncei.noaa.gov/metadata/granule/geoportal/?from=0&size=10&esdsl=%7B%22query%22%3A%7B%22bool%22%3A%7B%22must%22%3A%5B%7B%22query_string%22%3A%7B%22analyze_wildcard%22%3Atrue%2C%22query%22%3A%22fileid%3ANCRMP-Urchin-PRIA.*%22%7D%7D%5D%7D%7D%7D#searchPanel", - "describedByType": "application/octet-stream", - "description": "Search for data granules belonging to this collection (a granule is the smallest aggregation of data that can be independently described and retrieved).", - "mediaType": "text/html", - "title": "Search for granules" - }, - { - "@type": "dcat:Distribution", - "accessURL": "https://www.ncei.noaa.gov/archive/accession/0157633", - "describedByType": "application/octet-stream", - "description": "Documentation for NCRMP data", - "mediaType": "text/html", - "title": "https://www.ncei.noaa.gov/archive/accession/0157633" - }, - { - "@type": "dcat:Distribution", - "accessURL": "https://www.fisheries.noaa.gov/inport/item/36100", - "describedByType": "application/octet-stream", - "description": "InPort Metadata Record", - "mediaType": "text/html", - "title": "https://www.fisheries.noaa.gov/inport/item/36100" - }, - { - "@type": "dcat:Distribution", - "accessURL": "https://doi.org/10.1007/s00338-012-0984-y", - "describedByType": "application/octet-stream", - "description": "Online journal article", - "mediaType": "text/html", - "title": "https://doi.org/10.1007/s00338-012-0984-y" - }, - { - "@type": "dcat:Distribution", - "accessURL": "https://forum.earthdata.nasa.gov/app.php/tag/GCMD%2BKeywords", - "describedByType": "application/octet-stream", - "description": "Global Change Master Directory (GCMD). 2025. GCMD Keywords, Version 21. Greenbelt, MD: Earth Science Data and Information System, Earth Science Projects Division, Goddard Space Flight Center (GSFC), National Aeronautics and Space Administration (NASA). URL (GCMD Keyword Forum Page): https://forum.earthdata.nasa.gov/app.php/tag/GCMD+Keywords", - "mediaType": "text/html", - "title": "GCMD Keyword Forum Page" - }, - { - "@type": "dcat:Distribution", - "accessURL": "https://www.ncei.noaa.gov/contact", - "describedByType": "application/octet-stream", - "description": "Information for contacts at NCEI.", - "mediaType": "text/html", - "title": "NCEI Contact Information" - } - ], - "identifier": "https://data.noaa.gov/waf/NOAA/NESDIS/ncei/accessions/iso/xml/NCRMP-Urchin-PRIA.xml", - "issued": "2017-01-17T00:00:00.000+00:00", - "keyword": [ - "0159146", - "0159160", - "0167408", - "0187898", - "biological data", - "HABITAT - BENTHIC", - "MACROINVERTEBRATE CENSUS", - "swimmer/diver", - "benthic", - "biological", - "in situ", - "survey", - "survey - biological", - "survey - swimmer/diver", - "visual estimate", - "NOAA Ship Hi'ialakai", - "Coral Reef Ecosystem Program", - "NOAA Pacific Islands Fisheries Science Center, Ecosystem Sciences Division", - "Coral Reef Ecosystem Program", - "NOAA Pacific Islands Fisheries Science Center, Ecosystem Scie