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This interpretation focuses mainly on the septic tank leaching field </span></span></p><p style='margin:0 0 0 0;'><span>and groundwater control system\u00a0</span>Soil Potential Ratings Soil potential ratings\u00a0</p><p style='margin:0 0 0 0;'>indicate the relative quality of a soil for a particular use compared to other</p><p style='margin:0 0 0 0;'>soils in a given area, in this case the State of Connecticut.</p><p style='margin:0 0 0 0;'><span></span></p><p style='margin:0 0 0 0;'><span><span>The rating criteria were developed by a committee of State and local </span></span></p><p style='margin:0 0 0 0;'><span><span>sanitarians, engineers, and installers. The soils data was provided by </span></span></p><p style='margin:0 0 0 0;'><span><span>the USDA Natural Resources Conservation Service (NRCS), and the performance </span></span></p><p style='margin:0 0 0 0;'><span><span>and site conditions for a typical system were defined. This information </span></span></p><p style='margin:0 0 0 0;'><span><span>provided a standard against which various combinations of properties of </span></span></p><p style='margin:0 0 0 0;'><span>soils within Connecticut could be compared.</span></p><p style='margin:0 0 0 0;'><span></span></p><p style='margin:0 0 0 0;'><span><span>The engineering and installation practices used to overcome various soil </span></span></p><p style='margin:0 0 0 0;'><span><span>limitations were listed, and their costs estimated. This information was </span></span></p><p style='margin:0 0 0 0;'><span><span>used to identify limitations and costs associated with installing an SSDS </span></span></p><p style='margin:0 0 0 0;'><span><span>on each soil in Connecticut. Soils with no or minor limitations for the </span></span></p><p style='margin:0 0 0 0;'><span><span>installation of an SSDS were rated the highest. Conversely, soils requiring </span></span></p><p style='margin:0 0 0 0;'><span><span>extensive site modification and design were rated the lowest. The ease of </span></span></p><p style='margin:0 0 0 0;'><span>system installation, and therefore cost, formed the basis of the rating scheme.</span></p><p style='margin:0 0 0 0;'><span></span></p><p style='margin:0 0 0 0;'><span>Rating Classes</span></p><p style='margin:0 0 0 0;'><span></span></p><p style='margin:0 0 0 0;'><span><span>The rating class definitions refer to installation of an SSDS that meets </span></span></p><p style='margin:0 0 0 0;'><span><span>State and local health code regulations. Soils with high potential have </span></span></p><p style='margin:0 0 0 0;'><span><span>characteristics that meet the performance standard. A typical system can </span></span></p><p style='margin:0 0 0 0;'><span><span>be installed at a cost of &quot;x&quot;, which represents the going rate for installing </span></span></p><p style='margin:0 0 0 0;'><span><span>an SSDS. The actual value of x varies depending upon many factors unrelated </span></span></p><p style='margin:0 0 0 0;'><span>to soil properties. </span></p><p style='margin:0 0 0 0;'><span></span></p><p style='margin:0 0 0 0;'><span><span>The cost of installing a leaching field is expressed as a multiple of x and </span></span></p><p style='margin:0 0 0 0;'><span><span>called the cost factor. For example, a cost factor of 3x to and 3.5x means </span></span></p><p style='margin:0 0 0 0;'><span><span>that the estimated cost of installing a leaching field in the particular </span></span></p><p style='margin:0 0 0 0;'><span><span>soil ranges from 3 to 3.5 times m","distribution":[{"@type":"dcat:Distribution","downloadURL":"https://geodata.ct.gov/api/download/v1/items/7aecea1e78764affb001b81552d02507/csv?layers=0","mediaType":"text/csv","title":"CSV"},{"@type":"dcat:Distribution","downloadURL":"https://geodata.ct.gov/api/download/v1/items/7aecea1e78764affb001b81552d02507/excel?layers=0","mediaType":"application/vnd.ms-excel","title":"Excel"},{"@type":"dcat:Distribution","downloadURL":"https://geodata.ct.gov/api/download/v1/items/7aecea1e78764affb001b81552d02507/featureCollection?layers=0","mediaType":"text/plain","title":"Feature Collection"},{"@type":"dcat:Distribution","downloadURL":"https://geodata.ct.gov/api/download/v1/items/7aecea1e78764affb001b81552d02507/filegdb?layers=0","mediaType":"application/zip","title":"File Geodatabase"},{"@type":"dcat:Distribution","downloadURL":"https://geodata.ct.gov/api/download/v1/items/7aecea1e78764affb001b81552d02507/geoPackage?layers=0","mediaType":"application/geopackage+sqlite3","title":"GeoPackage"},{"@type":"dcat:Distribution","downloadURL":"https://geodata.ct.gov/api/download/v1/items/7aecea1e78764affb001b81552d02507/geojson?layers=0","mediaType":"application/vnd.geo+json","title":"GeoJSON"},{"@type":"dcat:Distribution","downloadURL":"https://geodata.ct.gov/api/download/v1/items/7aecea1e78764affb001b81552d02507/kml?layers=0","mediaType":"application/vnd.google-earth.kml+xml","title":"KML"},{"@type":"dcat:Distribution","downloadURL":"https://geodata.ct.gov/api/download/v1/items/7aecea1e78764affb001b81552d02507/shapefile?layers=0","mediaType":"application/zip","title":"Shapefile"},{"@type":"dcat:Distribution","downloadURL":"https://geodata.ct.gov/api/download/v1/items/7aecea1e78764affb001b81552d02507/sqlite?layers=0","mediaType":"application/geopackage+sqlite3","title":"SQLite Geodatabase"},{"@type":"dcat:Distribution","downloadURL":"https://geodata.ct.gov/datasets/CTDEEP::soils-subsurface-sewage-disposal-systems","mediaType":"text/html","title":"ArcGIS Hub Dataset"},{"@type":"dcat:Distribution","downloadURL":"https://services1.arcgis.com/FjPcSmEFuDYlIdKC/arcgis/rest/services/Soils_Subsurface_Sewage_Disposal_Systems/FeatureServer/0","mediaType":"application/json","title":"ArcGIS GeoService"}],"identifier":"https://www.arcgis.com/home/item.html?id=7aecea1e78764affb001b81552d02507&sublayer=0","issued":"2023-12-14","keyword":["connecticut","ct","ctdeep","database","deep","disposal","geographic","geoscience","hydric","parent material","potential","prime farmland","ratings","sewage","soil","soil interpretation","soil survey","soil survey geographic","soils","ssurgo","stormwater runnoff management","subsurface","subsurface sewage disposal","survey","systems","wetland"],"landingPage":"https://geodata.ct.gov/datasets/CTDEEP::soils-subsurface-sewage-disposal-systems","modified":"2026-07-28","publisher":{"@type":"org:Organization","name":"U.S. Department of Agriculture, Natural Resources Conservation Service"},"spatial":"-73.7255,40.9498,-71.7814,42.0484","theme":["geospatial"],"title":"Soils Subsurface Sewage Disposal Systems"},"description":"<div style='text-align:Left;'><p style='margin:0 0 0 0;'><span><span>Subsurface sewage disposal systems (SSDS) consist of a house sewer, a septic </span></span></p><p style='margin:0 0 0 0;'><span><span>tank followed by a leaching system, any necessary pumps and siphons, and a </span></span></p><p style='margin:0 0 0 0;'><span><span>groundwater control system upon which the operation of the leaching system </span></span></p><p style='margin:0 0 0 0;'><span><span>depends. This interpretation focuses mainly on the septic tank leaching field </span></span></p><p style='margin:0 0 0 0;'><span>and groundwater control system\u00a0</span>Soil Potential Ratings Soil potential ratings\u00a0</p><p style='margin:0 0 0 0;'>indicate the relative quality of a soil for a particular use compared to other</p><p style='margin:0 0 0 0;'>soils in a given area, in this case the State of Connecticut.</p><p style='margin:0 0 0 0;'><span></span></p><p style='margin:0 0 0 0;'><span><span>The rating criteria were developed by a committee of State and local </span></span></p><p style='margin:0 0 0 0;'><span><span>sanitarians, engineers, and installers. The soils data was provided by </span></span></p><p style='margin:0 0 0 0;'><span><span>the USDA Natural Resources Conservation Service (NRCS), and the performance </span></span></p><p style='margin:0 0 0 0;'><span><span>and site conditions for a typical system were defined. This information </span></span></p><p style='margin:0 0 0 0;'><span><span>provided a standard against which various combinations of properties of </span></span></p><p style='margin:0 0 0 0;'><span>soils within Connecticut could be compared.</span></p><p style='margin:0 0 0 0;'><span></span></p><p style='margin:0 0 0 0;'><span><span>The engineering and installation practices used to overcome various soil </span></span></p><p style='margin:0 0 0 0;'><span><span>limitations were listed, and their costs estimated. This information was </span></span></p><p style='margin:0 0 0 0;'><span><span>used to identify limitations and costs associated with installing an SSDS </span></span></p><p style='margin:0 0 0 0;'><span><span>on each soil in Connecticut. Soils with no or minor limitations for the </span></span></p><p style='margin:0 0 0 0;'><span><span>installation of an SSDS were rated the highest. Conversely, soils requiring </span></span></p><p style='margin:0 0 0 0;'><span><span>extensive site modification and design were rated the lowest. The ease of </span></span></p><p style='margin:0 0 0 0;'><span>system installation, and therefore cost, formed the basis of the rating scheme.</span></p><p style='margin:0 0 0 0;'><span></span></p><p style='margin:0 0 0 0;'><span>Rating Classes</span></p><p style='margin:0 0 0 0;'><span></span></p><p style='margin:0 0 0 0;'><span><span>The rating class definitions refer to installation of an SSDS that meets </span></span></p><p style='margin:0 0 0 0;'><span><span>State and local health code regulations. Soils with high potential have </span></span></p><p style='margin:0 0 0 0;'><span><span>characteristics that meet the performance standard. A typical system can </span></span></p><p style='margin:0 0 0 0;'><span><span>be installed at a cost of &quot;x&quot;, which represents the going rate for installing </span></span></p><p style='margin:0 0 0 0;'><span><span>an SSDS. The actual value of x varies depending upon many factors unrelated </span></span></p><p style='margin:0 0 0 0;'><span>to soil properties. </span></p><p style='margin:0 0 0 0;'><span></span></p><p style='margin:0 0 0 0;'><span><span>The cost of installing a leaching field is expressed as a multiple of x and </span></span></p><p style='margin:0 0 0 0;'><span><span>called the cost factor. For example, a cost factor of 3x to and 3.5x means </span></span></p><p style='margin:0 0 0 0;'><span><span>that the estimated cost of installing a leaching field in the particular </span></span></p><p style='margin:0 0 0 0;'><span><span>soil ranges from 3 to 3.5 times m","distribution_titles":["CSV","Excel","Feature Collection","File Geodatabase","GeoPackage","GeoJSON","KML","Shapefile","SQLite Geodatabase","ArcGIS Hub Dataset","ArcGIS GeoService"],"harvest_record":"https://catalog.data.gov/harvest_record/8b73aee5-4462-434e-a604-ca33eb8e9554","harvest_record_raw":"https://catalog.data.gov/harvest_record/8b73aee5-4462-434e-a604-ca33eb8e9554/raw","has_download":true,"has_spatial":true,"identifier":"https://www.arcgis.com/home/item.html?id=7aecea1e78764affb001b81552d02507&sublayer=0","keyword":["connecticut","ct","ctdeep","database","deep","disposal","geographic","geoscience","hydric","parent material","potential","prime farmland","ratings","sewage","soil","soil interpretation","soil survey","soil survey geographic","soils","ssurgo","stormwater runnoff management","subsurface","subsurface sewage disposal","survey","systems","wetland"],"last_harvested_date":"2026-08-25T22:56:40.343683","organization":{"aliases":["ct"],"code_repo_exempt":false,"code_repo_url":null,"description":null,"id":"c0e9f307-e44b-4de2-bb46-e8045d0990db","logo":"https://raw.githubusercontent.com/GSA/logo/refs/heads/master/state_ct.png","name":"State of Connecticut","organization_type":"State Government","slug":"connecticut"},"popularity":6,"publisher":"U.S. Department of Agriculture, Natural Resources Conservation Service","slug":"soils-subsurface-sewage-disposal-systems","spatial_centroid":{"lat":41.38924,"lon":-72.94786},"spatial_shape":{"coordinates":[[[-73.7255,40.9498],[-73.7255,42.0484],[-71.7814,42.0484],[-71.7814,40.9498],[-73.7255,40.9498]]],"type":"Polygon"},"theme":["geospatial"],"title":"Soils Subsurface Sewage Disposal Systems","type":"dataset"},{"_score":12.3237915,"_sort":[1787698598911,12.3237915,1,"e942cf12-8cc9-45d3-ac98-da24d10772bb"],"dcat":{"@type":"dcat:Dataset","accessLevel":"public","contactPoint":{"@type":"vcard:Contact","fn":"deepgis","hasEmail":"mailto:deep.helpdesk.footprints@ct.gov"},"description":"<p><font size='2'>Connecticut 303(d) Impaired Waters 2020 is a subset of\nConnecticut 305(b) Assessed Waters 2020. If any one of the assigned designated\nuses is categorized as NOT Supporting, the assessed waterbody is included in\nthis subset and is considered impaired. Additional information about Integrated\nWater Quality reporting is available on the CT DEEP website, <a href='https://portal.ct.gov/DEEP/Water/Water-Quality/Water-Quality-305b-Report-to-Congress' rel='nofollow ugc'>Integrated\nWater Quality Report</a> page.\u00a0</font></p>\n\n<p><font size='2'>Connecticut 305(b) Assessed Waters files includes rivers,\nlakes and estuaries that have been assessed in compliance with Sections 305(b)\nand 303(d) of the federal Clean Water Act. Section 305(b) of the Clean Water\nAct requires each state to monitor, assess and report on the quality of its\nwaters relative to attainment of designated uses established by the State's\nwater quality standards. Section 303(d) requires each State to compile a subset\nof that list identifying only those waters not meeting water quality standards\nand assign a Total Maximum Daily Load (TMDL) priority ranking to each impaired\nwaterbody.</font></p>\n\n<p><font size='2'>This assessment is based on information collected and compiled\nprior to 2020. It represents conditions at a particular point in time and does\nnot represent current conditions. Depending on the type of waterbody - river,\nlake, or estuary - this information geographically displays attainment and\nnon-attainment (e.g. full supporting, not supporting, not assessed) for each\ndesignated use - aquatic life, marine aquatic life, recreation use, fish\nconsumption, shellfish harvesting, and drinking water supply.</font></p>","distribution":[{"@type":"dcat:Distribution","downloadURL":"https://geodata.ct.gov/maps/CTDEEP::impaired-2020-river-lake-estuary-set","mediaType":"text/html","title":"ArcGIS Hub Dataset"},{"@type":"dcat:Distribution","downloadURL":"https://services1.arcgis.com/FjPcSmEFuDYlIdKC/arcgis/rest/services/Impaired_Waterbodies_2020/FeatureServer","mediaType":"application/json","title":"ArcGIS GeoService"}],"identifier":"https://www.arcgis.com/home/item.html?id=8f5dcc9a977d4a76860ad576464bd4cd","issued":"2021-10-29","keyword":["2020","connecticut","ct","ctdeep","deep","environmental","estuary","geoscientific information","health","impaired","inland waters","lake","river","set"],"landingPage":"https://geodata.ct.gov/maps/CTDEEP::impaired-2020-river-lake-estuary-set","license":"https://creativecommons.org/publicdomain/zero/1.0","modified":"2026-07-27","publisher":{"@type":"org:Organization","name":"Department of Energy & Environmental Protection"},"spatial":"-73.7102,40.9501,-71.7702,42.0619","theme":["geospatial"],"title":"Impaired 2020 River, Lake, Estuary Set"},"description":"<p><font size='2'>Connecticut 303(d) Impaired Waters 2020 is a subset of\nConnecticut 305(b) Assessed Waters 2020. If any one of the assigned designated\nuses is categorized as NOT Supporting, the assessed waterbody is included in\nthis subset and is considered impaired. Additional information about Integrated\nWater Quality reporting is available on the CT DEEP website, <a href='https://portal.ct.gov/DEEP/Water/Water-Quality/Water-Quality-305b-Report-to-Congress' rel='nofollow ugc'>Integrated\nWater Quality Report</a> page.\u00a0</font></p>\n\n<p><font size='2'>Connecticut 305(b) Assessed Waters files includes rivers,\nlakes and estuaries that have been assessed in compliance with Sections 305(b)\nand 303(d) of the federal Clean Water Act. Section 305(b) of the Clean Water\nAct requires each state to monitor, assess and report on the quality of its\nwaters relative to attainment of designated uses established by the State's\nwater quality standards. Section 303(d) requires each State to compile a subset\nof that list identifying only those waters not meeting water quality standards\nand assign a Total Maximum Daily Load (TMDL) priority ranking to each impaired\nwaterbody.</font></p>\n\n<p><font size='2'>This assessment is based on information collected and compiled\nprior to 2020. It represents conditions at a particular point in time and does\nnot represent current conditions. Depending on the type of waterbody - river,\nlake, or estuary - this information geographically displays attainment and\nnon-attainment (e.g. full supporting, not supporting, not assessed) for each\ndesignated use - aquatic life, marine aquatic life, recreation use, fish\nconsumption, shellfish harvesting, and drinking water supply.</font></p>","distribution_titles":["ArcGIS Hub Dataset","ArcGIS GeoService"],"harvest_record":"https://catalog.data.gov/harvest_record/13ab82ec-757b-4e78-b6a3-3a8ead14c739","harvest_record_raw":"https://catalog.data.gov/harvest_record/13ab82ec-757b-4e78-b6a3-3a8ead14c739/raw","has_download":true,"has_spatial":true,"identifier":"https://www.arcgis.com/home/item.html?id=8f5dcc9a977d4a76860ad576464bd4cd","keyword":["2020","connecticut","ct","ctdeep","deep","environmental","estuary","geoscientific information","health","impaired","inland waters","lake","river","set"],"last_harvested_date":"2026-08-25T22:56:38.911687","organization":{"aliases":["ct"],"code_repo_exempt":false,"code_repo_url":null,"description":null,"id":"c0e9f307-e44b-4de2-bb46-e8045d0990db","logo":"https://raw.githubusercontent.com/GSA/logo/refs/heads/master/state_ct.png","name":"State of Connecticut","organization_type":"State Government","slug":"connecticut"},"popularity":1,"publisher":"Department of Energy & Environmental Protection","slug":"impaired-2020-river-lake-estuary-set","spatial_centroid":{"lat":41.394819999999996,"lon":-72.9342},"spatial_shape":{"coordinates":[[[-73.7102,40.9501],[-73.7102,42.0619],[-71.7702,42.0619],[-71.7702,40.9501],[-73.7102,40.9501]]],"type":"Polygon"},"theme":["geospatial"],"title":"Impaired 2020 River, Lake, Estuary Set","type":"dataset"},{"_score":14.987783,"_sort":[1787698598019,14.987783,9,"3ebefec7-60a1-483b-819a-fe2446288a25"],"dcat":{"@type":"dcat:Dataset","accessLevel":"public","contactPoint":{"@type":"vcard:Contact","fn":"Valerie","hasEmail":"mailto:no-reply@data.ct.gov"},"description":"This dataset provides the prescription count for controlled substances, non-controlled substances, opioids, benzodiazepine, stimulant, gabapentin, & naloxone dispensations in the state. It only includes dispensations to CT residents reported to the CT Prescription Monitoring & Reporting System (CPMRS). \n\nControlled substances are those that have been categorized as schedule II - V.\n\nOpioid Agonists are generally used to treat moderate to severe pain typically associated with injury, surgery, or various health conditions.\n\nOpioid partial agonists bind to opioid receptor sites and works slowly in the body to help prevent withdrawals and reduce cravings for opioid drugs. Opiate partial agonists are used to treat opioid use disorder. Prescription opioid partial agonists include buprenorphine, butorphanol, and pentazocine.\n\nBenzodiazepines slow down the central nervous system, and often used to relieve anxiety and muscle spasms, as well as reduce seizures.\n\nStimulants increase alertness and energy, enhancing focus. Stimulants are commonly used to treat attention-deficit hyperactivity disorders (ADHD).\n\nGabapentin is an anticonvulsant or antiepileptic drug, used to treat seizures and relieve pain.\n\nNaloxone is used to quickly reverse an opioid overdose. Naloxone is an opioid antagonist, and works by attaching to opioid receptors, to reverse and block the effects of other opioids.","distribution":[{"@type":"dcat:Distribution","describedBy":"https://data.ct.gov/api/views/iqsu-irmt/columns.json","describedByType":"application/json","downloadURL":"https://data.ct.gov/api/v3/views/iqsu-irmt/query.json?accessType=DOWNLOAD","mediaType":"application/json"},{"@type":"dcat:Distribution","describedBy":"https://data.ct.gov/api/views/iqsu-irmt/columns.xml","describedByType":"application/xml","downloadURL":"https://data.ct.gov/api/v3/views/iqsu-irmt/query.xml?accessType=DOWNLOAD","mediaType":"application/xml"},{"@type":"dcat:Distribution","downloadURL":"https://data.ct.gov/api/v3/views/iqsu-irmt/export.csv?accessType=DOWNLOAD","mediaType":"text/csv"}],"identifier":"https://data.ct.gov/api/views/iqsu-irmt","issued":"2026-05-29","keyword":["benzodiazepine","connecticut prescription monitoring program","controlled substances","diabetes","gabapentin","naloxone","opioid","pmp","prescription monitoring program","stimulant"],"landingPage":"https://data.ct.gov/d/iqsu-irmt","modified":"2026-08-24","publisher":{"@type":"org:Organization","name":"data.ct.gov"},"theme":["Health and Human Services"],"title":"Prescription Monitoring Program: Prescription Dispensations"},"description":"This dataset provides the prescription count for controlled substances, non-controlled substances, opioids, benzodiazepine, stimulant, gabapentin, & naloxone dispensations in the state. 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Stimulants are commonly used to treat attention-deficit hyperactivity disorders (ADHD).\n\nGabapentin is an anticonvulsant or antiepileptic drug, used to treat seizures and relieve pain.\n\nNaloxone is used to quickly reverse an opioid overdose. Naloxone is an opioid antagonist, and works by attaching to opioid receptors, to reverse and block the effects of other opioids.","distribution_titles":[],"harvest_record":"https://catalog.data.gov/harvest_record/2cb99a15-c505-416c-9d83-028349cfd1e6","harvest_record_raw":"https://catalog.data.gov/harvest_record/2cb99a15-c505-416c-9d83-028349cfd1e6/raw","has_download":true,"has_spatial":false,"identifier":"https://data.ct.gov/api/views/iqsu-irmt","keyword":["benzodiazepine","connecticut prescription monitoring program","controlled substances","diabetes","gabapentin","naloxone","opioid","pmp","prescription monitoring program","stimulant"],"last_harvested_date":"2026-08-25T22:56:38.019280","organization":{"aliases":["ct"],"code_repo_exempt":false,"code_repo_url":null,"description":null,"id":"c0e9f307-e44b-4de2-bb46-e8045d0990db","logo":"https://raw.githubusercontent.com/GSA/logo/refs/heads/master/state_ct.png","name":"State of Connecticut","organization_type":"State Government","slug":"connecticut"},"popularity":9,"publisher":"data.ct.gov","slug":"prescription-monitoring-program-prescription-dispensations","spatial_centroid":null,"spatial_shape":null,"theme":["Health and Human Services"],"title":"Prescription Monitoring Program: Prescription Dispensations","type":"dataset"},{"_score":76.740616,"_sort":[1787698590183,76.740616,66,"dc5abc6d-e11d-4bdc-8479-bae43ad0af71"],"dcat":{"@type":"dcat:Dataset","accessLevel":"public","contactPoint":{"@type":"vcard:Contact","fn":"Department of Health Open Data","hasEmail":"mailto:no-reply@data.wa.gov"},"description":"The Washington State Department of Health presents this information as a service to the public. True and correct copies of legal disciplinary actions taken after July 1998 are available on our Provider Credential Search site. These records are considered certified by the Department of Health. \n\nThis includes information on health care providers.\n\nPlease contact our Customer Service Center at 360-236-4700 for information about actions before July 1998. \nThe information on this site comes directly from our database and is updated daily at 10:00 a.m.. This data is a primary source for verification of credentials and is extracted from the primary database at 2:00 a.m. daily.\n\nNews releases about disciplinary actions taken against Washington State healthcare providers, agencies or facilities are on the agency's Newsroom webpage.\n\nDisclaimer\nThe absence of information in the Provider Credential Search system doesn't imply any recommendation, endorsement or guarantee of competence of any healthcare professional. 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True and correct copies of legal disciplinary actions taken after July 1998 are available on our Provider Credential Search site. These records are considered certified by the Department of Health. \n\nThis includes information on health care providers.\n\nPlease contact our Customer Service Center at 360-236-4700 for information about actions before July 1998. \nThe information on this site comes directly from our database and is updated daily at 10:00 a.m.. This data is a primary source for verification of credentials and is extracted from the primary database at 2:00 a.m. daily.\n\nNews releases about disciplinary actions taken against Washington State healthcare providers, agencies or facilities are on the agency's Newsroom webpage.\n\nDisclaimer\nThe absence of information in the Provider Credential Search system doesn't imply any recommendation, endorsement or guarantee of competence of any healthcare professional. 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Phone</i></span></div><div><span style='color:rgba(0, 0, 0, 0.87); font-family:Roboto, sans-serif; font-size:16px; letter-spacing:0.5px;'><i>-Agency Fax</i></span></div>","distribution":[{"@type":"dcat:Distribution","downloadURL":"https://geodata.ct.gov/api/download/v1/items/5dabcb933a534b7696426e7095b5f05e/csv?layers=0","mediaType":"text/csv","title":"CSV"},{"@type":"dcat:Distribution","downloadURL":"https://geodata.ct.gov/api/download/v1/items/5dabcb933a534b7696426e7095b5f05e/geojson?layers=0","mediaType":"application/vnd.geo+json","title":"GeoJSON"},{"@type":"dcat:Distribution","downloadURL":"https://geodata.ct.gov/api/download/v1/items/5dabcb933a534b7696426e7095b5f05e/kml?layers=0","mediaType":"application/vnd.google-earth.kml+xml","title":"KML"},{"@type":"dcat:Distribution","downloadURL":"https://geodata.ct.gov/api/download/v1/items/5dabcb933a534b7696426e7095b5f05e/shapefile?layers=0","mediaType":"application/zip","title":"Shapefile"},{"@type":"dcat:Distribution","downloadURL":"https://geodata.ct.gov/datasets/ctmaps::local-health-districts-status-maps","mediaType":"text/html","title":"ArcGIS Hub 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letter-spacing:0.5px;'><i>-Local Health Department</i></span></div><div><span style='color:rgba(0, 0, 0, 0.87); font-family:Roboto, sans-serif; font-size:16px; letter-spacing:0.5px;'><i>-Planning Organization</i></span></div><div><span style='color:rgba(0, 0, 0, 0.87); font-family:Roboto, sans-serif; font-size:16px; letter-spacing:0.5px;'><i>-Director of Health (DoH) Name</i></span></div><div><span style='color:rgba(0, 0, 0, 0.87); font-family:Roboto, sans-serif; font-size:16px; letter-spacing:0.5px;'><i>- DoH title</i></span></div><div><span style='color:rgba(0, 0, 0, 0.87); font-family:Roboto, sans-serif; font-size:16px; letter-spacing:0.5px;'><i>-DoH Degree</i></span></div><div><span style='color:rgba(0, 0, 0, 0.87); font-family:Roboto, sans-serif; font-size:16px; letter-spacing:0.5px;'><i>-Doh Email</i></span></div><div><span style='color:rgba(0, 0, 0, 0.87); font-family:Roboto, sans-serif; font-size:16px; letter-spacing:0.5px;'><i>-LHD Status (District, Part time, Full 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and Human Services"],"title":"Pharmacies"},"description":"List of geocoded businesses holding a \"PHARMACY\" license from Licenses and Credentials  recorded in Connecticut's eLicensing system.","distribution_titles":[],"harvest_record":"https://catalog.data.gov/harvest_record/999741ee-ff6c-4c68-bc4e-3795022a620d","harvest_record_raw":"https://catalog.data.gov/harvest_record/999741ee-ff6c-4c68-bc4e-3795022a620d/raw","has_download":true,"has_spatial":false,"identifier":"https://data.ct.gov/api/views/2rnd-twzt","keyword":["business","health"],"last_harvested_date":"2026-08-25T22:55:39.531839","organization":{"aliases":["ct"],"code_repo_exempt":false,"code_repo_url":null,"description":null,"id":"c0e9f307-e44b-4de2-bb46-e8045d0990db","logo":"https://raw.githubusercontent.com/GSA/logo/refs/heads/master/state_ct.png","name":"State of Connecticut","organization_type":"State Government","slug":"connecticut"},"popularity":4,"publisher":"data.ct.gov","slug":"pharmacies","spatial_centroid":null,"spatial_shape":null,"theme":["Health and Human Services"],"title":"Pharmacies","type":"dataset"},{"_score":34.737473,"_sort":[1787698530837,34.737473,24,"2cc0e9f4-f54e-45c5-9dc0-8db149379324"],"dcat":{"@type":"dcat:Dataset","accessLevel":"public","contactPoint":{"@type":"vcard:Contact","fn":"WA PMP","hasEmail":"mailto:no-reply@data.wa.gov"},"description":"Washington\u2019s PMP was created (RCW 70.225 (2007)) to improve patient care and prevent harmful effects with using controlled substance prescription drugs by collecting dispensing records for Schedule II, III, IV and V drugs, and by making the information available to medical providers and pharmacists as a patient care tool. 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No requestor information is available here.\n\nPrescriptions excluded from the PMP include those dispensed outside of WA State, those prescribed for less than or equal to 24 hours, those administered or given to a patient in the hospital, and those dispensed from a Department of Corrections pharmacy (unless an offender is released with a prescription), an Opioid Treatment Program, and some federally operated pharmacies (Indian Health Services and Veterans Affairs report voluntarily since 2015). \n\nFurther information on collection and management of PMP data at DOH can be found at https://doh.wa.gov/public-health-provider-resources/healthcare-professions-and-facilities/prescription-monitoring-program-pmp/data.","distribution_titles":[],"harvest_record":"https://catalog.data.gov/harvest_record/a0215b9b-4469-44d5-8e01-dffd05b1a265","harvest_record_raw":"https://catalog.data.gov/harvest_record/a0215b9b-4469-44d5-8e01-dffd05b1a265/raw","has_download":true,"has_spatial":false,"identifier":"https://data.wa.gov/api/views/8y5c-ekcc","keyword":["alprazolam","amphetamine","benzodiazepine","controlled substances","diazepam","dispensation","drugs","hydrocodone","opioid","oxycodone","pdmp","pmp","prescription","prescription drug monitoring program","public health","sedative","stimulants","washington state department of health"],"last_harvested_date":"2026-08-25T22:55:30.837265","organization":{"aliases":["wa"],"code_repo_exempt":false,"code_repo_url":null,"description":null,"id":"bccbad82-abc4-4712-bd29-3e194e7a8042","logo":"https://raw.githubusercontent.com/GSA/logo/refs/heads/master/wa-opendata.png","name":"State of Washington","organization_type":"State Government","slug":"washington"},"popularity":24,"publisher":"data.wa.gov","slug":"prescription-monitoring-program-pmp-public-use-data","spatial_centroid":null,"spatial_shape":null,"theme":["health"],"title":"Prescription Monitoring Program (PMP) Public Use Data","type":"dataset"},{"_score":5.464573,"_sort":[1787698525027,5.464573,1,"226527cc-53e4-4db1-a1f2-c958ab2cfff4"],"dcat":{"@type":"dcat:Dataset","accessLevel":"public","contactPoint":{"@type":"vcard:Contact","fn":"DCYF Open Data","hasEmail":"mailto:no-reply@data.wa.gov"},"description":"This summary dataset provides the underlying data for the Agency Performance \u2013 Disproportionality Dashboard. Data are pre-aggregated and reported at the level of fiscal year, region, and race/ethnicity.\nhttps://public.tableau.com/app/profile/dcyfoiaa/viz/DisproportionalityDashboard_v1_1/IntakesDash-Overall","distribution":[{"@type":"dcat:Distribution","describedBy":"https://data.wa.gov/api/views/7gwb-hn5u/columns.json","describedByType":"application/json","downloadURL":"https://data.wa.gov/api/v3/views/7gwb-hn5u/query.json?accessType=DOWNLOAD","mediaType":"application/json"},{"@type":"dcat:Distribution","describedBy":"https://data.wa.gov/api/views/7gwb-hn5u/columns.xml","describedByType":"application/xml","downloadURL":"https://data.wa.gov/api/v3/views/7gwb-hn5u/query.xml?accessType=DOWNLOAD","mediaType":"application/xml"},{"@type":"dcat:Distribution","downloadURL":"https://data.wa.gov/api/v3/views/7gwb-hn5u/export.csv?accessType=DOWNLOAD","mediaType":"text/csv"}],"identifier":"https://data.wa.gov/api/views/7gwb-hn5u","issued":"2025-11-18","keyword":["child","children","childwelfare","cw","disproportionality"],"landingPage":"https://data.wa.gov/d/7gwb-hn5u","modified":"2026-08-25","publisher":{"@type":"org:Organization","name":"data.wa.gov"},"theme":["health"],"title":"CW Disproportionality Dashboard Summary Data"},"description":"This summary dataset provides the underlying data for the Agency Performance \u2013 Disproportionality Dashboard. 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In particular, the imagery and analyses produced through this project have demonstrated the unique nature of southeastern salt marshes which needs to be considered when evaluating South Carolina marshes.","distribution":[{"@type":"dcat:Distribution","accessURL":"https://www.nerrssciencecollaborative.org/project/Sanger23","describedByType":"application/octet-stream","mediaType":"text/html","title":"Sanger23"},{"@type":"dcat:Distribution","accessURL":"https://forum.earthdata.nasa.gov/app.php/tag/GCMD%2BKeywords","describedByType":"application/octet-stream","description":"Global Change Master Directory (GCMD). 2026. GCMD Keywords, Version 24. Greenbelt, MD: Earth Science Data and Information System, Earth Science Projects Division, Goddard Space Flight Center (GSFC), National Aeronautics and Space Administration (NASA). 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In 2021, the ACE Basin and North Inlet \u2013 Winyah Bay (NI-WB) NERRs used capacity building funds to convene a community of managers, regulators, and scientists interested in identifying appropriate methods to assess salt marsh health in South Carolina. As part of this effort, participants expressed interest in exploring appropriate marsh vulnerability metrics \u2013 and the associated thresholds that inform decision making \u2013 as a possible first step toward understanding the impacts of increasing rates of sea level rise on marshes and developing appropriate restoration strategies.\n\nWhile a variety of marsh vulnerability metrics have been developed nationally, their direct applicability to Southeastern marshes posed a knowledge gap, potentially due to the sparse vegetation densities that are common across the region. Knowing that several informative metrics could be derived from remotely sensed data, the team\u2019s approach utilized satellite and aerial imagery, unmanned aerial systems (UAS), and in situ observation to assess existing marsh vulnerability metrics at multiple spatial scales at the two South Carolina reserves. In exploring the applicability of the existing metrics and thresholds, the team found that the unique nature of South Carolina\u2019s salt marshes \u2013 largely Spartina alterniflora monocultures that vary spatially and temporally in terms of how sparsely vegetated or covered in water they are \u2013 result in higher Unvegetated to Vegetated Ratio (UVVR) thresholds, variability in Marsh Resilience to SLR (MARS), and variability in Normalized Difference Vegetation Index (NDVI) calculations. These findings have major implications for marsh management recommendations as decision makers use these metrics to estimate whether marshes are keeping pace with rates of sea level rise. In particular, the imagery and analyses produced through this project have demonstrated the unique nature of southeastern salt marshes which needs to be considered when evaluating South Carolina marshes.","distribution_titles":["Sanger23","GCMD Keyword Forum Page","Full Metadata Record","Office for Coastal Management Website"],"harvest_record":"https://catalog.data.gov/harvest_record/04e79ff5-739b-4abc-91c7-12373950f875","harvest_record_raw":"https://catalog.data.gov/harvest_record/04e79ff5-739b-4abc-91c7-12373950f875/raw","harvest_record_transformed":"https://catalog.data.gov/harvest_record/04e79ff5-739b-4abc-91c7-12373950f875/transformed","has_download":false,"has_spatial":true,"identifier":"https://data.noaa.gov/waf/NOAA/nos/ocm/iso/xml/76705.xml","keyword":["EARTH SCIENCE > BIOSPHERE > ECOSYSTEMS > MARINE ECOSYSTEMS > COASTAL > SALT MARSH","habitat mapping","habitat restoration","remote sensing","salt marsh","ACE Basin NERR, SC","North Inlet-Winyah Bay NERR, SC","DOC/NOAA/NOS/OCM > Office of Coastal Management, National Ocean Service, NOAA, U.S. Department of Commerce","NERRS"],"last_harvested_date":"2026-08-25T22:38:56.810369","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"},"popularity":4,"publisher":"Office for Coastal Management","slug":"adapting-salt-marsh-vulnerability-assessment-methodologies-to-southeastern-salt-marshes-ne","spatial_centroid":{"lat":32.5018422,"lon":-80.3243428},"spatial_shape":{"coordinates":[[[-80.320638,32.498227],[-80.320638,32.507265],[-80.3299,32.507265],[-80.3299,32.498227],[-80.320638,32.498227]]],"type":"Polygon"},"theme":["geospatial"],"title":"Adapting Salt Marsh Vulnerability Assessment Methodologies to Southeastern Salt Marshes - NERRS/NSC(NERRS Science Collaborative)","type":"dataset"},{"_score":6.7260685,"_sort":[1787697198171,6.7260685,1,"3a69d9d7-9b94-4c92-bd40-95a979f7bc5d"],"dcat":{"@type":"dcat:Dataset","accessLevel":"non-public","contactPoint":{"fn":"Not provided - Contact data.gov","hasEmail":"mailto:datagovsupport@gsa.gov"},"describedByType":"application/octet-steam","description":"The data described here result from benthic coral demographic surveys within belt transects of specified length and width for two life stages (juveniles and adults) across the US Pacific since 2013. This data is collected as part of the NOAA Pacific Islands Fisheries Science Center (PIFSC) and Ecosystem Sciences Division (ESD; formerly the Coral Reef Ecosystem Division) led National Coral Reef Monitoring Program (NCRMP) missions around the Mariana Archipelago, American Samoa, Pacific Remote Island Areas, and the Hawaiian Archipelago since 2013. This metadata record replaces those previously separated by region (Catalog ID: 22790, 36164,36165,36166).\n\nThe in-situ diver coral demographic surveys are part of the Rapid Ecological Assessment (REA) surveys for corals and fish conducted during ESD-led NCRMP missions. From 2013 to 2017, a two-stage stratified random sampling (StRS) design was used to survey the coral reef ecosystems across sub-island sectors and three depth strata (shallow: 0-6m, mid: 6-18m and deep: >18m). Starting in 2018 a one-stage StRS design was employed. These sites represent a broad range of depths (1-25 m), habitat types (aggregate reef, patch reef, pavement, rock and boulder and rubble), coral cover, and diving conditions. Allocation of sampling effort was proportional to strata area and variance in coral density. The StRS design effectively reduces estimate variance through stratification using environmental covariates and by sampling more sites rather than sampling more transects at a site. Therefore, site-level estimates and site to site comparisons should be used with caution.\n\nStarting in 2023 coral demographic data was also derived by the GIS analysis of benthic Structure from Motion (SfM) imagery. The source imagery was collected during in-water surveys conducted by divers, and is documented separately here: https://www.fisheries.noaa.gov/inport/item/63095.During each SfM survey, an 18m transect line was deployed along the isobath and photographed using underwater cameras while swimming in a back and forth swim pattern for later processing. At depths of 0-18m, SfM surveys were conducted over a 3 x 20m area and at depths >18m, a 3 x 13m area was surveyed, both with the transect running down the middle of the survey area. The photographs were processed using Agisoft Metashape software to generate orthomosaic images that were analyzed in ArcGIS for juvenile and adult coral colony demographic metrics.\n\nThe data provide information on adult coral colony counts, morphology, size, partial mortality (old and recent dead), presence and causation of disease and other compromised health conditions, including bleaching. Juvenile colony surveys include morphology and size. Taxonomic identification of adult colonies is to the lowest taxonomic level possible and genus level for juveniles. Some segment observations were repeated for internal quality control starting in 2019, and indicated with a repeat segment flag and transectnum = -999; use column OG_OR_RPT_SEG to filter for only original segments. Refer to data dictionaries for details on column conditions.\n\nThe raw data also include individual observations of crustose coralline algae diseases and Alcyonarian disease  type and lesion size as well as the presence of other Anthozoans, such as other cnidarians including Alcyonareans, Zoantharians, Corallimorpharians, and Antipatharians (does not apply to PMNM surveys conducted in 2014 and 2015 or surveys conducted after 2017).","distribution":[{"@type":"dcat:Distribution","accessURL":"https://accession.nodc.noaa.gov/0298217","describedByType":"application/octet-stream","description":"Lookup table for species and taxon codes used by the NOAA Fisheries Ecosystem Sciences Division across the US Pacific. Note: 'AAAA' is used to denote no colonies observed. Genus is provided as it is recommended that analysis is performed at that level. This table also indicates any changes to taxonomic codes that are present in the original data.","mediaType":"text/html","title":"REFERENCE_GENUS_SPCODE.csv"},{"@type":"dcat:Distribution","accessURL":"https://forum.earthdata.nasa.gov/app.php/tag/GCMD%2BKeywords","describedByType":"application/octet-stream","description":"Global Change Master Directory (GCMD). 2026. GCMD Keywords, Version 24. Greenbelt, MD: Earth Science Data and Information System, Earth Science Projects Division, Goddard Space Flight Center (GSFC), National Aeronautics and Space Administration (NASA). 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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 > Swains Atoll (11S171W0001)","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 > French Frigate Shoals (24N166W0001)","COUNTRY/TERRITORY > United States of America > Hawaii > Honolulu > Kure Atoll (28N178W0001)","COUNTRY/TERRITORY > United States of America > Hawaii > Honolulu > Lisianski Island (25N173W0001)","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 > Kalawao > Kahoolawe Island (20N156W0001)","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)","COUNTRY/TERRITORY > United States of America > USA Minor Outlying Islands > Jarvis Island (00S160W0001)","COUNTRY/TERRITORY > United States of America > USA Minor Outlying Islands > Johnston Atoll (16N169W0001)","COUNTRY/TERRITORY > United States of America > USA Minor Outlying Islands > Kingman Reef (06N162W0001)","COUNTRY/TERRITORY > United States of America > USA Minor Outlying Islands > Palmyra Atoll (05N162W0001)","COUNTRY/TERRITORY > United States of America > USA Minor Outlying Islands > Wake Atoll (19N167E0001)","OCEAN BASIN > Pacific Ocean > American Samoa > American Samoa (14S170W0000)","OCEAN BASIN > Pacific Ocean > American Samoa > Rose Atoll (14S168W0001)","OCEAN BASIN > Pacific Ocean > American Samoa > Swains Atoll (11S171W0001)","OCEAN BASIN > Pacific Ocean > American Samoa > Tutuila Island (14S170W0016)","OCEAN BASIN > Pacific Ocean > Central Pacific Ocean","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 > Kahoolawe Island > Kahoolawe Island (20N156W0001)","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 > Johnston Atoll > Johnston Atoll (16N169W0001)","OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Line Islands > Jarvis Island (00S160W0001)","OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Line Islands > Kingman Reef (06N162W0001)","OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Line Islands > Palmyra Atoll (05N162W0001)","OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Northwestern Hawaiian Islands (28N178W0000)","OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Northwestern Hawaiian Islands > French Frigate Shoals (24N166W0001)","OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Northwestern Hawaiian Islands > Kure Atoll (28N178W0001)","OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Northwestern Hawaiian Islands > Lisianski Island (25N173W0001)","OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Northwestern Hawaiian Islands > Pearl and Hermes Reef (27N176W0001)","OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Wake Atoll > Wake Atoll (19N167E0001)","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 > 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)","Coastal Waters of Hawaii","Equatorial Pacific Ocean","Marianas Trench Marine National Monument","Northwest Pacific","Pacific Remote Islands Marine National Monument","Papahanaumokuakea Marine National Monument","Rose Atoll Marine National Monument","South Pacific Ocean","Central Pacific Ocean","North Pacific Ocean","photograph","scale","HI'IALAKAI","OSCAR ELTON SETTE","RAINIER","small boat","CRED","CREP","Coral Belt Survey","Coral Demography","Coral Disease","Coral Reef Ecosystem Division","Coral Reef Ecosystem Program","ESD","Ecosystem Sciences Division","PIFSC","Pacific Islands Fisheries Science Center","RAMP","Reef Assessment and Monitoring Program","SfM","Structure from Motion","belt transect","Triennial","American Samoa","CNMI","Commonwealth of the Northern Marianas Islands","MHI","Main Hawaiian Islands","Marianas","NWHI","Northwestern Hawaiian Islands","PMNM","PRIA","PRIMNM","Pacific Remote Island Areas","DOC/NOAA/NMFS/PIFSC > Pacific Islands Fisheries Science Center, National Marine Fisheries Service, NOAA, U.S. Department of Commerce","Pacific-wide Benthic"],"landingPage":"https://www.fisheries.noaa.gov/inport/item/71550","language":[],"license":"https://creativecommons.org/publicdomain/zero/1.0/","modified":"2024-01-01T00:00:00.000+00:00","publisher":{"@type":"org:Organization","name":"Pacific Islands Fisheries Science Center"},"rights":"otherRestrictions, unclassified","spatial":"-154.804172,-14.559759,144.634585,28.457971","temporal":"2023-03-15T00:00:00+00:00/2023-08-08T00:00:00+00:00","theme":["geospatial"],"title":"National Coral Reef Monitoring Program: Coral demographic data (adult and juvenile corals, species, colony length, condition, etc.) collected during Stratified Random Surveys (StRS) across the US Pacific since 2013 derived from in-situ diver surveys and structure-from-motion imagery"},"description":"The data described here result from benthic coral demographic surveys within belt transects of specified length and width for two life stages (juveniles and adults) across the US Pacific since 2013. This data is collected as part of the NOAA Pacific Islands Fisheries Science Center (PIFSC) and Ecosystem Sciences Division (ESD; formerly the Coral Reef Ecosystem Division) led National Coral Reef Monitoring Program (NCRMP) missions around the Mariana Archipelago, American Samoa, Pacific Remote Island Areas, and the Hawaiian Archipelago since 2013. This metadata record replaces those previously separated by region (Catalog ID: 22790, 36164,36165,36166).\n\nThe in-situ diver coral demographic surveys are part of the Rapid Ecological Assessment (REA) surveys for corals and fish conducted during ESD-led NCRMP missions. From 2013 to 2017, a two-stage stratified random sampling (StRS) design was used to survey the coral reef ecosystems across sub-island sectors and three depth strata (shallow: 0-6m, mid: 6-18m and deep: >18m). Starting in 2018 a one-stage StRS design was employed. These sites represent a broad range of depths (1-25 m), habitat types (aggregate reef, patch reef, pavement, rock and boulder and rubble), coral cover, and diving conditions. Allocation of sampling effort was proportional to strata area and variance in coral density. The StRS design effectively reduces estimate variance through stratification using environmental covariates and by sampling more sites rather than sampling more transects at a site. Therefore, site-level estimates and site to site comparisons should be used with caution.\n\nStarting in 2023 coral demographic data was also derived by the GIS analysis of benthic Structure from Motion (SfM) imagery. The source imagery was collected during in-water surveys conducted by divers, and is documented separately here: https://www.fisheries.noaa.gov/inport/item/63095.During each SfM survey, an 18m transect line was deployed along the isobath and photographed using underwater cameras while swimming in a back and forth swim pattern for later processing. At depths of 0-18m, SfM surveys were conducted over a 3 x 20m area and at depths >18m, a 3 x 13m area was surveyed, both with the transect running down the middle of the survey area. The photographs were processed using Agisoft Metashape software to generate orthomosaic images that were analyzed in ArcGIS for juvenile and adult coral colony demographic metrics.\n\nThe data provide information on adult coral colony counts, morphology, size, partial mortality (old and recent dead), presence and causation of disease and other compromised health conditions, including bleaching. Juvenile colony surveys include morphology and size. Taxonomic identification of adult colonies is to the lowest taxonomic level possible and genus level for juveniles. Some segment observations were repeated for internal quality control starting in 2019, and indicated with a repeat segment flag and transectnum = -999; use column OG_OR_RPT_SEG to filter for only original segments. Refer to data dictionaries for details on column conditions.\n\nThe raw data also include individual observations of crustose coralline algae diseases and Alcyonarian disease  type and lesion size as well as the presence of other Anthozoans, such as other cnidarians including Alcyonareans, Zoantharians, Corallimorpharians, and Antipatharians (does not apply to PMNM surveys conducted in 2014 and 2015 or surveys conducted after 2017).","distribution_titles":["REFERENCE_GENUS_SPCODE.csv","GCMD Keyword Forum Page","Full Metadata Record"],"harvest_record":"https://catalog.data.gov/harvest_record/e79c7525-cecc-4554-9b73-cc12dab596fb","harvest_record_raw":"https://catalog.data.gov/harvest_record/e79c7525-cecc-4554-9b73-cc12dab596fb/raw","harvest_record_transformed":"https://catalog.data.gov/harvest_record/e79c7525-cecc-4554-9b73-cc12dab596fb/transformed","has_download":false,"has_spatial":true,"identifier":"https://data.noaa.gov/waf/NOAA/nmfs/pifsc/iso/xml/71550.xml","keyword":["EARTH SCIENCE 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collected during Stratified Random Surveys (StRS) across the US Pacific since 2013 derived from in-situ diver surveys and structure-from-motion imagery","type":"dataset"},{"_score":4.1951485,"_sort":[1787697195165,4.1951485,3,"bc9f2911-3499-4aab-8f55-f1b24b7ff6d1"],"dcat":{"@type":"dcat:Dataset","accessLevel":"non-public","contactPoint":{"@type":"vcard:Contact","fn":"Smith, Joy","hasEmail":"mailto:joy.smith@noaa.gov"},"describedByType":"application/octet-steam","description":"This metadata record describes the non-coral bioindicator datasets funded by the NOAA Coral Reef Conservation Program (CRCP) Project Number 31303 to study effects of land-based sources of pollution (LBSP) in Aua, American Samoa. In September 2022 Ecosystem Sciences Division (ESD) scientists of the Pacific Islands Fisheries Science Center (PIFSC) flew into American Samoa to survey 18 sites along a water quality gradient off of Aua. This specific metadata record refers to the quantitative analysis of benthic foraminifera, benthic microalgae, and macroinvertebrates from samples collected between 9-28 September 2022. Samples were preserved in the field, and brought back to the NOAA Inouye Regional Center (IRC) and analyzed via microscopy. Collection methods for each bioindicator were as follows:\n\n(1)   Benthic foraminifera: Sediment samples were collected (Sept 26, 2022) using a small sediment corer (60 ml syringe with the tip removed and a stopper placed there instead). Only the top 3 cm were retained. Under the microscope, benthic foraminifera were picked out of the sediment and identified.\n\n(2)   Benthic microalgae: Microscope slides were deployed (Sept 11-26, 2022) on the seafloor at each site for 2 to 3 weeks and the benthic microalgae that settled will be fixed and preserved in Lugol's solution and analyzed. Microalgae included diatoms (pennate and centric), dinoflagellates, chlorophyta, and cyanobacteria.\n\n(3)   Macroinvertebrates: Plastic scouring pads were deployed (Sept 11-26, 2022) and attached to the substratum via zip-ties for 2 to 3 weeks. The scouring pads were removed after the settlement period, all plastic zip-ties and additional waste were removed from the reef. Macroinvertebrates that settled on the scouring pad were placed into sampling jars and fixed and preserved with 4% formalin, and subsequently analyzed under the microscope.","distribution":[{"@type":"dcat:Distribution","accessURL":"https://accession.nodc.noaa.gov/0284083","describedByType":"application/octet-stream","description":"Benthic microalgae abundance (counts) from 18 sites across a water quality gradient in Aua, American Samoa","mediaType":"text/html","title":"ESD_LBSP_MICROALGAE_COUNTS_AUA_2022"},{"@type":"dcat:Distribution","accessURL":"https://forum.earthdata.nasa.gov/app.php/tag/GCMD%2BKeywords","describedByType":"application/octet-stream","description":"Global Change Master Directory (GCMD). 2026. GCMD Keywords, Version 24. 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.fisheries.noaa.gov/inport/item/68092","describedByType":"application/octet-stream","description":"View the complete metadata record on InPort for more information about this dataset.","mediaType":"text/html","title":"Full Metadata Record"}],"identifier":"https://data.noaa.gov/waf/NOAA/nmfs/pifsc/iso/xml/68092.xml","issued":"2023-01-01T00:00:00.000+00:00","keyword":["EARTH SCIENCE","EARTH SCIENCE > BIOLOGICAL CLASSIFICATION > ANIMALS/INVERTEBRATES","EARTH SCIENCE > BIOLOGICAL CLASSIFICATION > PLANTS > MICROALGAE","EARTH SCIENCE > BIOLOGICAL CLASSIFICATION > PROTISTS > AMOEBOIDS > FORAMINIFERS","EARTH SCIENCE > BIOSPHERE > ECOSYSTEMS > MARINE ECOSYSTEMS > BENTHIC","EARTH SCIENCE > BIOSPHERE > ECOSYSTEMS > MARINE ECOSYSTEMS > REEF > CORAL REEF","EARTH SCIENCE > OCEANS > WATER QUALITY","OCEAN > PACIFIC OCEAN > CENTRAL PACIFIC OCEAN > AMERICAN SAMOA","MICROSCOPES > MICROSCOPES","31303","Linking watershed management activities to reef health in Aua, American Samoa","Biology","EARTH SCIENCE > Biosphere > Zoology > Corals > Reef Monitoring and Assessment > Baseline studies","EARTH SCIENCE > Oceans > Coastal Processes > Coral Reefs","EARTH SCIENCE > Oceans > Marine Biology > Marine Invertebrates > Macroinvertebrates","BENTHIC SPECIES - TAXA COUNTS","BENTHIC SPECIES - TAXA IDENTITIES","FORAMINIFERA","MACROINVERTEBRATE CENSUS","cyanobacteria","diatom","microscope","laboratory analyses","survey - biological","CORAL REEF STUDIES","Coral Reef Conservation Program","US DOC; NOAA; NMFS; Pacific Islands Fisheries Science Center; Ecosystem Sciences Division","COUNTRY/TERRITORY > United States of America > American Samoa > American Samoa > Tutuila Island (14S170W0016)","OCEAN BASIN > Pacific Ocean > American Samoa > Tutuila Island (14S170W0016)","South Pacific Ocean","CHARTERED VESSEL","CRED","CREP","Coral Reef Ecosystem Division","Coral Reef Ecosystem Program","ESD","Ecosystem Sciences Division","LBSP","PIFSC","Pacific Islands Fisheries Science Center","bioindicator","foraminifera","macroinvertebrates","microalgae","DOC/NOAA/NMFS/PIFSC > Pacific Islands Fisheries Science Center, National Marine Fisheries Service, NOAA, U.S. Department of Commerce","LBSP"],"landingPage":"https://www.fisheries.noaa.gov/inport/item/68092","language":[],"license":"https://creativecommons.org/publicdomain/zero/1.0/","modified":"2023-05-10T00:00:00.000+00:00","publisher":{"@type":"org:Organization","name":"Pacific Islands Fisheries Science Center"},"rights":"otherRestrictions, unclassified","spatial":"-170.665,-14.2881,-170.669,-14.2717","temporal":"2022-09-11T00:00:00+00:00/2022-09-26T00:00:00+00:00","theme":["geospatial"],"title":"Effects of water quality on non-coral communities: surveys of macroinvertebrates, benthic microalgae, and benthic foraminifera at sites along a water quality gradient in Aua, American Samoa in 2022"},"description":"This metadata record describes the non-coral bioindicator datasets funded by the NOAA Coral Reef Conservation Program (CRCP) Project Number 31303 to study effects of land-based sources of pollution (LBSP) in Aua, American Samoa. In September 2022 Ecosystem Sciences Division (ESD) scientists of the Pacific Islands Fisheries Science Center (PIFSC) flew into American Samoa to survey 18 sites along a water quality gradient off of Aua. This specific metadata record refers to the quantitative analysis of benthic foraminifera, benthic microalgae, and macroinvertebrates from samples collected between 9-28 September 2022. Samples were preserved in the field, and brought back to the NOAA Inouye Regional Center (IRC) and analyzed via microscopy. Collection methods for each bioindicator were as follows:\n\n(1)   Benthic foraminifera: Sediment samples were collected (Sept 26, 2022) using a small sediment corer (60 ml syringe with the tip removed and a stopper placed there instead). Only the top 3 cm were retained. Under the microscope, benthic foraminifera were picked out of the sediment and identified.\n\n(2)   Benthic microalgae: Microscope slides were deployed (Sept 11-26, 2022) on the seafloor at each site for 2 to 3 weeks and the benthic microalgae that settled will be fixed and preserved in Lugol's solution and analyzed. Microalgae included diatoms (pennate and centric), dinoflagellates, chlorophyta, and cyanobacteria.\n\n(3)   Macroinvertebrates: Plastic scouring pads were deployed (Sept 11-26, 2022) and attached to the substratum via zip-ties for 2 to 3 weeks. The scouring pads were removed after the settlement period, all plastic zip-ties and additional waste were removed from the reef. Macroinvertebrates that settled on the scouring pad were placed into sampling jars and fixed and preserved with 4% formalin, and subsequently analyzed under the microscope.","distribution_titles":["ESD_LBSP_MICROALGAE_COUNTS_AUA_2022","GCMD Keyword Forum Page","Full Metadata Record"],"harvest_record":"https://catalog.data.gov/harvest_record/e694daba-304d-45d8-8a9e-9230bb565c47","harvest_record_raw":"https://catalog.data.gov/harvest_record/e694daba-304d-45d8-8a9e-9230bb565c47/raw","harvest_record_transformed":"https://catalog.data.gov/harvest_record/e694daba-304d-45d8-8a9e-9230bb565c47/transformed","has_download":false,"has_spatial":true,"identifier":"https://data.noaa.gov/waf/NOAA/nmfs/pifsc/iso/xml/68092.xml","keyword":["EARTH SCIENCE","EARTH SCIENCE > BIOLOGICAL CLASSIFICATION > ANIMALS/INVERTEBRATES","EARTH SCIENCE > BIOLOGICAL CLASSIFICATION > PLANTS > MICROALGAE","EARTH SCIENCE > BIOLOGICAL CLASSIFICATION > PROTISTS > AMOEBOIDS > FORAMINIFERS","EARTH SCIENCE > BIOSPHERE > ECOSYSTEMS > MARINE ECOSYSTEMS > BENTHIC","EARTH SCIENCE > BIOSPHERE > ECOSYSTEMS > MARINE ECOSYSTEMS > REEF > CORAL REEF","EARTH SCIENCE > OCEANS > WATER QUALITY","OCEAN > PACIFIC OCEAN > CENTRAL PACIFIC OCEAN > AMERICAN SAMOA","MICROSCOPES > MICROSCOPES","31303","Linking watershed management activities to reef health in Aua, American Samoa","Biology","EARTH SCIENCE > Biosphere > Zoology > Corals > Reef Monitoring and Assessment > Baseline studies","EARTH SCIENCE > Oceans > Coastal Processes > Coral Reefs","EARTH SCIENCE > Oceans > Marine Biology > Marine Invertebrates > Macroinvertebrates","BENTHIC SPECIES - TAXA COUNTS","BENTHIC SPECIES - TAXA IDENTITIES","FORAMINIFERA","MACROINVERTEBRATE CENSUS","cyanobacteria","diatom","microscope","laboratory analyses","survey - biological","CORAL REEF STUDIES","Coral Reef Conservation Program","US DOC; NOAA; NMFS; Pacific Islands Fisheries Science Center; Ecosystem Sciences Division","COUNTRY/TERRITORY > United States of America > American Samoa > American Samoa > Tutuila Island (14S170W0016)","OCEAN BASIN > Pacific Ocean > American Samoa > Tutuila Island (14S170W0016)","South Pacific Ocean","CHARTERED VESSEL","CRED","CREP","Coral Reef Ecosystem Division","Coral Reef Ecosystem Program","ESD","Ecosystem Sciences Division","LBSP","PIFSC","Pacific Islands Fisheries Science Center","bioindicator","foraminifera","macroinvertebrates","microalgae","DOC/NOAA/NMFS/PIFSC > Pacific Islands Fisheries Science Center, National Marine Fisheries Service, NOAA, U.S. Department of Commerce","LBSP"],"last_harvested_date":"2026-08-25T22:33:15.165524","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"},"popularity":3,"publisher":"Pacific Islands Fisheries Science Center","slug":"effects-of-water-quality-on-non-coral-communities-surveys-of-macroinvertebrates-benth-2022","spatial_centroid":{"lat":-14.281540000000001,"lon":-170.6666},"spatial_shape":{"coordinates":[[[-170.665,-14.2881],[-170.665,-14.2717],[-170.669,-14.2717],[-170.669,-14.2881],[-170.665,-14.2881]]],"type":"Polygon"},"theme":["geospatial"],"title":"Effects of water quality on non-coral communities: surveys of macroinvertebrates, benthic microalgae, and benthic foraminifera at sites along a water quality gradient in Aua, American Samoa in 2022","type":"dataset"},{"_score":9.090233,"_sort":[1787697182977,9.090233,4,"0d10fbc3-289f-400e-865e-eebf8cb57d5d"],"dcat":{"@type":"dcat:Dataset","accessLevel":"non-public","contactPoint":{"fn":"Not provided - Contact data.gov","hasEmail":"mailto:datagovsupport@gsa.gov"},"describedByType":"application/octet-steam","description":"The data described here are Structure from Motion (SfM) benthic habitat imagery from benthic transect surveys conducted at stratified random sites by the Pacific Islands Fisheries Science Center (PIFSC) Ecosystem Sciences Division (ESD)--formerly the Coral Reef Ecosystem Division--as part of the NOAA National Coral Reef Monitoring Program (NCRMP). The SfM surveys replicates the visual  Rapid Ecological Assessment (REA) survey methodology for corals conducted during ESD-led NCRMP missions across the Pacific Ocean beginning in 2019.\n\nA stratified random sampling (StRS) design was employed to survey the coral reef ecosystems across the U.S. Pacific Regions (Hawaiian Archipelago, Mariana Archipelago, American Samoa, and the Pacific Remote Island Areas). The survey domain encompassed the majority of the mapped area of reef and hard bottom habitats in the 0-30 m depth range. The stratification scheme included island, sub-island sector, reef zone, and depth in all regions, as well as habitat structure type in the Main Hawaiian Islands. Allocation of sampling effort was proportional to strata area and variance in coral density. The StRS design effectively reduces estimate variance by sampling more sites with larger hardbottom area and variance. Therefore, site-level analyses should be employed with caution.\n\nSites were imaged using underwater cameras along 3x20m (3x13m for sites deeper than 18m) transects to extract data for two coral life stages (juveniles, adults) across the U.S. Pacific Island areas beginning in 2019. Adult colony surveys record taxon (genus or species), morphology, colony size, partial mortality in two categories - old dead and recent dead, cause of recent dead partial mortality, and non-lesion forming condition including bleaching and disease. These data are used to calculate density, size distributions, average partial mortality and prevalence and mean severity of coral health conditions. Juvenile colony surveys include taxon (genus or species), morphology and size, and are used to calculate juvenile density and size distributions by taxon.","distribution":[{"@type":"dcat:Distribution","accessURL":"https://www.ncei.noaa.gov/access/ocean-exploration/video/","describedByType":"application/octet-stream","description":"SfM Benthic imagery collected during REA surveys. Surveys were conducted by the NOAA Fisheries Ecosystem Sciences Division at coral reef sites throughout the main Hawaiian Islands beginning in 2019. Photos are organized by year, region, island, and site. See metadata file for site information. Access via NOAA OER Video Portal -- select 'NCRMP' to see 2019 imagery dataset.","mediaType":"text/html","title":"SfM_BenthicImagery_MHI_2019"},{"@type":"dcat:Distribution","accessURL":"https://forum.earthdata.nasa.gov/app.php/tag/GCMD%2BKeywords","describedByType":"application/octet-stream","description":"Global Change Master Directory (GCMD). 2026. GCMD Keywords, Version 24. 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.fisheries.noaa.gov/inport/item/63095","describedByType":"application/octet-stream","description":"View the complete metadata record on InPort for more information about this dataset.","mediaType":"text/html","title":"Full Metadata Record"}],"identifier":"https://data.noaa.gov/waf/NOAA/nmfs/pifsc/iso/xml/63095.xml","issued":"2020-11-10T00:00:00.000+00:00","keyword":["National Coral Reef Monitoring Program","Visual Images > Habitats","OCEAN BASIN > Pacific Ocean > Western Pacific Ocean > Guam > Guam (13N144E0000)","COUNTRY/TERRITORY > Northern Mariana Islands > Aguihan > Aguihan Island (Aguijan) (14N145E0006)","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 > Swains Atoll (11S171W0001)","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 > French Frigate Shoals (24N166W0001)","COUNTRY/TERRITORY > United States of America > Hawaii > Honolulu > Kure Atoll (28N178W0001)","COUNTRY/TERRITORY > United States of America > Hawaii > Honolulu > Lisianski Island (25N173W0001)","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 > Kalawao > Kahoolawe Island (20N156W0001)","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)","COUNTRY/TERRITORY > United States of America > USA Minor Outlying Islands > Jarvis Island (00S160W0001)","COUNTRY/TERRITORY > United States of America > USA Minor Outlying Islands > Johnston Atoll (16N169W0001)","COUNTRY/TERRITORY > United States of America > USA Minor Outlying Islands > Kingman Reef (06N162W0001)","COUNTRY/TERRITORY > United States of America > USA Minor Outlying Islands > Palmyra Atoll (05N162W0001)","COUNTRY/TERRITORY > United States of America > USA Minor Outlying Islands > Wake Atoll (19N167E0001)","OCEAN BASIN > Pacific Ocean > American Samoa > American Samoa (14S170W0000)","OCEAN BASIN > Pacific Ocean > American Samoa > Rose Atoll (14S168W0001)","OCEAN BASIN > Pacific Ocean > American Samoa > Swains Atoll (11S171W0001)","OCEAN BASIN > Pacific Ocean > American Samoa > Tutuila Island (14S170W0016)","OCEAN BASIN > Pacific Ocean > Central Pacific Ocean","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 > Kahoolawe Island > Kahoolawe Island (20N156W0001)","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 > Johnston Atoll > Johnston Atoll (16N169W0001)","OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Line Islands > Jarvis Island (00S160W0001)","OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Line Islands > Kingman Reef (06N162W0001)","OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Line Islands > Palmyra Atoll (05N162W0001)","OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Northwestern Hawaiian Islands (28N178W0000)","OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Northwestern Hawaiian Islands > French Frigate Shoals (24N166W0001)","OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Northwestern Hawaiian Islands > Kure Atoll (28N178W0001)","OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Northwestern Hawaiian Islands > Lisianski Island (25N173W0001)","OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Northwestern Hawaiian Islands > Pearl and Hermes Reef (27N176W0001)","OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Wake Atoll > Wake Atoll (19N167E0001)","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 > 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)","EARTH SCIENCE > Biosphere > Aquatic Habitat > Benthic Habitat","EARTH SCIENCE > Biosphere > Aquatic Habitat > Reef Habitat","EARTH SCIENCE > Biosphere > Zoology > Corals","EARTH SCIENCE > Biosphere > Zoology > Corals > Reef Monitoring and Assessment","EARTH SCIENCE > Biosphere > Zoology > Corals > Reef Monitoring and Assessment > Benthos Analysis > Transect Monitoring","EARTH SCIENCE > Biosphere > Zoology > Corals > Reef Monitoring and Assessment > Photographic Analysis","EARTH SCIENCE > Biosphere > Zoology > Corals > Reef monitoring and assessment > Rapid assessment studies","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 > Marine Biology > Coral","EARTH SCIENCE > Oceans > Marine Biology > Coral Communities","images","in situ","CORAL REEF STUDIES","Coral Reef Conservation Program","National Coral Reef Monitoring Program","US DOC; NOAA; NMFS; Pacific Islands Fisheries Science Center; Ecosystem Sciences Division","Central Pacific Ocean","Equatorial Pacific Ocean","Marianas Trench Marine National Monument","North Pacific Ocean","Northwest Pacific","Pacific Remote Islands Marine National Monument","Papahanaumokuakea Marine National Monument","Rose Atoll Marine National Monument","South Pacific Ocean","Coastal Waters of Hawaii","camera","OSCAR ELTON SETTE","RAINIER","CRED","CREP","Coral Reef Ecosystem Division","Coral Reef Ecosystem Program","ESD","Ecosystem Sciences Division","NCRMP","National Coral Reef Monitoring Program","PIFSC","Pacific Islands Fisheries Science Center","REA","Rapid Ecological Assessment","SfM","Structure from Motion","Triennial","American Samoa","CNMI","Commonwealth of the Northern Marianas Islands","MHI","Main Hawaiian Islands","Marianas","NWHI","Northwestern Hawaiian Islands","PMNM","PRIA","PRIMNM","Pacific Remote Island Areas","DOC/NOAA/NMFS/PIFSC > Pacific Islands Fisheries Science Center, National Marine Fisheries Service, NOAA, U.S. Department of Commerce","Structure From Motion"],"landingPage":"https://www.fisheries.noaa.gov/inport/item/63095","language":[],"license":"https://creativecommons.org/publicdomain/zero/1.0/","modified":"2020-11-10T00:00:00.000+00:00","publisher":{"@type":"org:Organization","name":"Pacific Islands Fisheries Science Center"},"rights":"otherRestrictions, unclassified","spatial":"-154.806789,-14.373615,144.618287,28.455623","temporal":"2019-04-21T00:00:00+00:00/2019-04-21T00:00:00+00:00","theme":["geospatial"],"title":"National Coral Reef Monitoring Program: Structure from motion (SfM) benthic images collected at Stratified Random Sites (StRS) across the US Pacific from 2019"},"description":"The data described here are Structure from Motion (SfM) benthic habitat imagery from benthic transect surveys conducted at stratified random sites by the Pacific Islands Fisheries Science Center (PIFSC) Ecosystem Sciences Division (ESD)--formerly the Coral Reef Ecosystem Division--as part of the NOAA National Coral Reef Monitoring Program (NCRMP). The SfM surveys replicates the visual  Rapid Ecological Assessment (REA) survey methodology for corals conducted during ESD-led NCRMP missions across the Pacific Ocean beginning in 2019.\n\nA stratified random sampling (StRS) design was employed to survey the coral reef ecosystems across the U.S. Pacific Regions (Hawaiian Archipelago, Mariana Archipelago, American Samoa, and the Pacific Remote Island Areas). The survey domain encompassed the majority of the mapped area of reef and hard bottom habitats in the 0-30 m depth range. The stratification scheme included island, sub-island sector, reef zone, and depth in all regions, as well as habitat structure type in the Main Hawaiian Islands. Allocation of sampling effort was proportional to strata area and variance in coral density. The StRS design effectively reduces estimate variance by sampling more sites with larger hardbottom area and variance. Therefore, site-level analyses should be employed with caution.\n\nSites were imaged using underwater cameras along 3x20m (3x13m for sites deeper than 18m) transects to extract data for two coral life stages (juveniles, adults) across the U.S. Pacific Island areas beginning in 2019. Adult colony surveys record taxon (genus or species), morphology, colony size, partial mortality in two categories - old dead and recent dead, cause of recent dead partial mortality, and non-lesion forming condition including bleaching and disease. These data are used to calculate density, size distributions, average partial mortality and prevalence and mean severity of coral health conditions. Juvenile colony surveys include taxon (genus or species), morphology and size, and are used to calculate juvenile density and size distributions by taxon.","distribution_titles":["SfM_BenthicImagery_MHI_2019","GCMD Keyword Forum Page","Full Metadata Record"],"harvest_record":"https://catalog.data.gov/harvest_record/6f0e5813-61a8-4216-87d4-18b121b7c1a5","harvest_record_raw":"https://catalog.data.gov/harvest_record/6f0e5813-61a8-4216-87d4-18b121b7c1a5/raw","harvest_record_transformed":"https://catalog.data.gov/harvest_record/6f0e5813-61a8-4216-87d4-18b121b7c1a5/transformed","has_download":false,"has_spatial":true,"identifier":"https://data.noaa.gov/waf/NOAA/nmfs/pifsc/iso/xml/63095.xml","keyword":["National Coral Reef Monitoring Program","Visual Images > Habitats","OCEAN BASIN > Pacific Ocean > Western Pacific Ocean > Guam > Guam (13N144E0000)","COUNTRY/TERRITORY > Northern Mariana Islands > Aguihan > Aguihan Island (Aguijan) (14N145E0006)","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 > Swains Atoll (11S171W0001)","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 > French Frigate Shoals (24N166W0001)","COUNTRY/TERRITORY > United States of America > Hawaii > Honolulu > Kure Atoll (28N178W0001)","COUNTRY/TERRITORY > United States of America > Hawaii > Honolulu > Lisianski Island (25N173W0001)","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 > Kalawao > Kahoolawe Island (20N156W0001)","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)","COUNTRY/TERRITORY > United States of America > USA Minor Outlying Islands > Jarvis Island (00S160W0001)","COUNTRY/TERRITORY > United States of America > USA Minor Outlying Islands > Johnston Atoll (16N169W0001)","COUNTRY/TERRITORY > United States of America > USA Minor Outlying Islands > Kingman Reef (06N162W0001)","COUNTRY/TERRITORY > United States of America > USA Minor Outlying Islands > Palmyra Atoll (05N162W0001)","COUNTRY/TERRITORY > United States of America > USA Minor Outlying Islands > Wake Atoll (19N167E0001)","OCEAN BASIN > Pacific Ocean > American Samoa > American Samoa (14S170W0000)","OCEAN BASIN > Pacific Ocean > American Samoa > Rose Atoll (14S168W0001)","OCEAN BASIN > Pacific Ocean > American Samoa > Swains Atoll (11S171W0001)","OCEAN BASIN > Pacific Ocean > American Samoa > Tutuila Island (14S170W0016)","OCEAN BASIN > Pacific Ocean > Central Pacific Ocean","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 > Kahoolawe Island > Kahoolawe Island (20N156W0001)","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 > Johnston Atoll > Johnston Atoll (16N169W0001)","OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Line Islands > Jarvis Island (00S160W0001)","OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Line Islands > Kingman Reef (06N162W0001)","OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Line Islands > Palmyra Atoll (05N162W0001)","OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Northwestern Hawaiian Islands (28N178W0000)","OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Northwestern Hawaiian Islands > French Frigate Shoals (24N166W0001)","OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Northwestern Hawaiian Islands > Kure Atoll (28N178W0001)","OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Northwestern Hawaiian Islands > Lisianski Island (25N173W0001)","OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Northwestern Hawaiian Islands > Pearl and Hermes Reef (27N176W0001)","OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Wake Atoll > Wake Atoll (19N167E0001)","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 > 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)","EARTH SCIENCE > Biosphere > Aquatic Habitat > Benthic Habitat","EARTH SCIENCE > Biosphere > Aquatic Habitat > Reef Habitat","EARTH SCIENCE > Biosphere > Zoology > Corals","EARTH SCIENCE > Biosphere > Zoology > Corals > Reef Monitoring and Assessment","EARTH SCIENCE > Biosphere > Zoology > Corals > Reef Monitoring and Assessment > Benthos Analysis > Transect Monitoring","EARTH SCIENCE > Biosphere > Zoology > Corals > Reef Monitoring and Assessment > Photographic Analysis","EARTH SCIENCE > Biosphere > Zoology > Corals > Reef monitoring and assessment > Rapid assessment studies","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 > Marine Biology > Coral","EARTH SCIENCE > Oceans > Marine Biology > Coral Communities","images","in situ","CORAL REEF STUDIES","Coral Reef Conservation Program","National Coral Reef Monitoring Program","US DOC; NOAA; NMFS; Pacific Islands Fisheries Science Center; Ecosystem Sciences Division","Central Pacific Ocean","Equatorial Pacific Ocean","Marianas Trench Marine National Monument","North Pacific Ocean","Northwest Pacific","Pacific Remote Islands Marine National Monument","Papahanaumokuakea Marine National Monument","Rose Atoll Marine National Monument","South Pacific Ocean","Coastal Waters of Hawaii","camera","OSCAR ELTON SETTE","RAINIER","CRED","CREP","Coral Reef Ecosystem Division","Coral Reef Ecosystem Program","ESD","Ecosystem Sciences Division","NCRMP","National Coral Reef Monitoring Program","PIFSC","Pacific Islands Fisheries Science Center","REA","Rapid Ecological Assessment","SfM","Structure from Motion","Triennial","American Samoa","CNMI","Commonwealth of the Northern Marianas Islands","MHI","Main Hawaiian Islands","Marianas","NWHI","Northwestern Hawaiian Islands","PMNM","PRIA","PRIMNM","Pacific Remote Island Areas","DOC/NOAA/NMFS/PIFSC > Pacific Islands Fisheries Science Center, National Marine Fisheries Service, NOAA, U.S. Department of Commerce","Structure From Motion"],"last_harvested_date":"2026-08-25T22:33:02.977814","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"},"popularity":4,"publisher":"Pacific Islands Fisheries Science Center","slug":"national-coral-reef-monitoring-program-structure-from-motion-sfm-benthic-images-colle-2019","spatial_centroid":{"lat":2.7580802,"lon":-35.0367586},"spatial_shape":{"coordinates":[[[-154.806789,-14.373615],[-154.806789,28.455623],[144.618287,28.455623],[144.618287,-14.373615],[-154.806789,-14.373615]]],"type":"Polygon"},"theme":["geospatial"],"title":"National Coral Reef Monitoring Program: Structure from motion (SfM) benthic images collected at Stratified Random Sites (StRS) across the US Pacific from 2019","type":"dataset"},{"_score":9.090233,"_sort":[1787697167072,9.090233,1,"4c947419-9d73-4a0f-a777-8cb2e8f3d7e3"],"dcat":{"@type":"dcat:Dataset","accessLevel":"non-public","contactPoint":{"fn":"Not provided - Contact data.gov","hasEmail":"mailto:datagovsupport@gsa.gov"},"describedByType":"application/octet-steam","description":"NCRMP CORAL DEMOGRAPHIC DATA HAS NOW BEEN MERGED INTO A PACIFIC-WIDE METADATA RECORD -- PLEASE REFER TO https://www.fisheries.noaa.gov/inport/item/71550 FOR MOST UPDATED DATA.\n\n\nThe data described here result from benthic coral demographic surveys within belt transects of specified length and width for two life stages (juveniles and adults) across the islands and atolls of the Pacific Remote Island Areas from 2014 to 2018. The data provide information on adult coral colony counts, morphology, size, partial mortality (old and recent dead), presence and causation of disease and other compromised health conditions, including bleaching. Juvenile colony surveys include morphology and size. Taxonomic identification of adult colonies is to the species level and genus level for juveniles.\n\nA two-stage stratified random sampling (StRS) design was employed to survey the coral reef ecosystems of the Pacific Remote Island Areas from 2014 to 2017, and starting in 2018 a one-stage StRS design was employed. The survey domain encompassed the majority of the mapped area of reef and hard bottom habitats in the 0\u201330 m depth range. The stratification scheme included island, reef zone, and depth (i.e., shallow: >0\u20136 m; mid-depth: >6\u201318 m; and deep: >18\u201330 m), as well as reef zone (i.e., forereef, backreef, lagoon, and protected slope; the latter three only at Johnston and Kingman). Sampling effort allocation was determined based on strata area and sites randomly located within strata. The StRS design effectively reduces estimate variance through stratification using environmental covariates and by sampling more sites rather than more transects per site. 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(22N159W0001)","COUNTRY/TERRITORY > United States of America > Hawaii > Hawaii > Molokai Island (21N157W0001)","COUNTRY/TERRITORY > United States of America > Hawaii > Honolulu > French Frigate Shoals (24N166W0001)","COUNTRY/TERRITORY > United States of America > Hawaii > Honolulu > Kure Atoll (28N178W0001)","COUNTRY/TERRITORY > United States of America > Hawaii > Honolulu > Laysan Island (25N171W0001)","COUNTRY/TERRITORY > United States of America > Hawaii > Honolulu > Lisianski Island (25N173W0001)","COUNTRY/TERRITORY > United States of America > Hawaii > Honolulu > Maro Reef (25N170W0001)","COUNTRY/TERRITORY > United States of America > Hawaii > Honolulu > Midway Atoll (28N177W0001)","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)","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 > Northwestern Hawaiian Islands > French Frigate Shoals (24N166W0001)","OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Northwestern Hawaiian Islands > Kure Atoll (28N178W0001)","OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Northwestern Hawaiian Islands > Laysan Island (25N171W0001)","OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Northwestern Hawaiian Islands > Lisianski Island (25N173W0001)","OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Northwestern Hawaiian Islands > Maro Reef (25N170W0001)","OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Northwestern Hawaiian Islands > Midway Atoll (28N177W0001)","OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Northwestern Hawaiian Islands > Pearl and Hermes Reef (27N176W0001)","Central Pacific Ocean","North Pacific Ocean","Papahanaumokuakea Marine National Monument","CRED","CREP","Coral Belt Survey","Coral Disease","Coral Reef Ecosystem Division","Coral Reef Ecosystem Program","ESD","Ecosystem Sciences Division","PIFSC","Pacific Islands Fisheries Science Center","RAMP","REA","Rapid Ecological Assessment","Reef Assessment and Monitoring Program","belt transect","MHI","Main Hawaiian Islands","NWHI","Northwestern Hawaiian Islands","PMNM","DOC/NOAA/NMFS/PIFSC > Pacific Islands Fisheries Science Center, National Marine Fisheries Service, NOAA, U.S. Department of Commerce","Hawaiian Archipelago"],"landingPage":"https://www.fisheries.noaa.gov/inport/item/36164","language":[],"license":"https://creativecommons.org/publicdomain/zero/1.0/","modified":"2020-01-01T00:00:00.000+00:00","publisher":{"@type":"org:Organization","name":"Pacific Islands Fisheries Science Center"},"rights":"otherRestrictions, unclassified","spatial":"-154.8042,18.92598792,-160.2518,22.207664","temporal":"2016-08-31T00:00:00+00:00/2016-09-27T00:00:00+00:00","theme":["geospatial"],"title":"National Coral Reef Monitoring Program: Stratified Random Surveys (StRS) of Coral Demography (Adult and Juvenile Corals) across the Hawaiian Archipelago since 2013"},"description":"NCRMP CORAL DEMOGRAPHIC DATA HAS NOW BEEN MERGED INTO A PACIFIC-WIDE METADATA RECORD -- PLEASE REFER TO https://www.fisheries.noaa.gov/inport/item/71550 FOR MOST UPDATED DATA.\n\nThe data described here result from benthic coral demographic surveys within belt transects of specified length and width for two life stages (juveniles and adults) across the Hawaiian archipelago since 2013. The data provide information on adult coral colony counts, morphology, size, partial mortality (old and recent dead), presence and causation of disease and other compromised health conditions, including bleaching. Juvenile colony surveys include morphology and size. Taxonomic identification of adult colonies is to the species level and genus level for juveniles.\n\nA two-stage stratified random sampling (StRS) design was employed to survey the coral reef ecosystems of the Hawaiian archipelago in 2013, 2016, and 2017 and starting in 2019 a one-stage StRS design was employed. The survey domain encompassed the majority of the mapped area of reef and hard bottom habitats in the 0\u201330 m depth range. The stratification scheme included island, reef zone, and depth (i.e., shallow: >0\u20136 m; mid-depth: >6\u201318 m; and deep: >18\u201330 m), habitat structure type, as well as reef zone (i.e., forereef, backreef, lagoon, and protected slope; the latter three only in the Northwestern Hawaiian Islands). Sampling effort allocation was determined based on strata area and sites randomly located within strata. The StRS design effectively reduces estimate variance through stratification using environmental covariates and by sampling more sites rather than more transects per site. Therefore, site-level estimates and site-to-site comparisons should proceed with caution.\n\nThe data were collected as part of the NOAA Pacific Islands Fisheries Science Center (PIFSC) and Ecosystem Sciences Division (ESD; formerly the Coral Reef Ecosystem Division) led National Coral Reef Monitoring Program (NCRMP) missions around the Main Hawaiian Islands in 2013, 2016 and 2019, and the Northwestern Hawaiian Islands in 2016. Data collected as part of the 2014 and 2015 Papah\u0101naumoku\u0101kea Marine National Monument funded research cruises in the Northwestern Hawaiian Islands are also included. The latter are funded separately but are complementary to the ESD NCRMP-funded data.","distribution_titles":["HAWAII2013_coralgenera.csv","V0_CORAL_OBS_E_PRESENCE HAWAII 2016.csv","PIFSC_NTM-PIFSC-92_2018_SOP_Benthic.pdf","https://ecowatch.ncddc.noaa.gov/erddap/tabledap/CRCP_Coral_Demographic_Survey_Adult_Hawaii.html","https://ecowatch.ncddc.noaa.gov/erddap/tabledap/CRCP_Coral_Demographic_Survey_Juvenile_Hawaii.html","NWHI2014_coralgenera.csv","NWHI2015_coralspecies.csv","MHI2019_coralspecies.csv","PMNM_CORAL_OBS_E_ NWHI_2017.csv","GCMD Keyword Forum Page","Full Metadata Record"],"harvest_record":"https://catalog.data.gov/harvest_record/4f8546a7-07aa-4233-97f6-752c02f76abd","harvest_record_raw":"https://catalog.data.gov/harvest_record/4f8546a7-07aa-4233-97f6-752c02f76abd/raw","harvest_record_transformed":"https://catalog.data.gov/harvest_record/4f8546a7-07aa-4233-97f6-752c02f76abd/transformed","has_download":false,"has_spatial":true,"identifier":"https://data.noaa.gov/waf/NOAA/nmfs/pifsc/iso/xml/36164.xml","keyword":["743","National Coral Reef Monitoring Program","Numeric Data Sets > Biology","EARTH SCIENCE > Biosphere > Ecological Dynamics > Species Richness","EARTH SCIENCE > Biosphere > Zoology > Corals > Reef Monitoring and Assessment","EARTH SCIENCE > Biosphere > Zoology > Corals > Reef Monitoring and Assessment > Coral Colony Size and Condition","EARTH SCIENCE > Biosphere > Zoology > Corals > Reef Monitoring and Assessment > Rapid assessment studies","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 > BioDiversity","EARTH SCIENCE > Oceans > Marine Biology > Coral","EARTH SCIENCE > Oceans > Marine Biology > Coral Communities","CORAL","CORAL - COLONY SIZE","CORAL - SPECIES IDENTIFICATION","survey","survey - biological","survey - swimmer/diver","HI'IALAKAI","Oscar Elton Sette","CORAL REEF STUDIES","Coral Reef Conservation Program","National Coral Reef Monitoring Program (NCRMP)","US DOC; NOAA; NMFS; Pacific Islands Fisheries Science Center; Ecosystem Sciences Division","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 > French Frigate Shoals (24N166W0001)","COUNTRY/TERRITORY > United States of America > Hawaii > Honolulu > Kure Atoll (28N178W0001)","COUNTRY/TERRITORY > United States of America > Hawaii > Honolulu > Laysan Island (25N171W0001)","COUNTRY/TERRITORY > United States of America > Hawaii > Honolulu > Lisianski Island (25N173W0001)","COUNTRY/TERRITORY > United States of America > Hawaii > Honolulu > Maro Reef (25N170W0001)","COUNTRY/TERRITORY > United States of America > Hawaii > Honolulu > Midway Atoll (28N177W0001)","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)","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 > Northwestern Hawaiian Islands > French Frigate Shoals (24N166W0001)","OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Northwestern Hawaiian Islands > Kure Atoll (28N178W0001)","OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Northwestern Hawaiian Islands > Laysan Island (25N171W0001)","OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Northwestern Hawaiian Islands > Lisianski Island (25N173W0001)","OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Northwestern Hawaiian Islands > Maro Reef (25N170W0001)","OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Northwestern Hawaiian Islands > Midway Atoll (28N177W0001)","OCEAN BASIN > Pacific Ocean > Central Pacific Ocean > Northwestern Hawaiian Islands > Pearl and Hermes Reef (27N176W0001)","Central Pacific Ocean","North Pacific Ocean","Papahanaumokuakea Marine National Monument","CRED","CREP","Coral Belt Survey","Coral Disease","Coral Reef Ecosystem Division","Coral Reef Ecosystem Program","ESD","Ecosystem Sciences Division","PIFSC","Pacific Islands Fisheries Science Center","RAMP","REA","Rapid Ecological Assessment","Reef Assessment and Monitoring Program","belt transect","MHI","Main Hawaiian Islands","NWHI","Northwestern Hawaiian Islands","PMNM","DOC/NOAA/NMFS/PIFSC > Pacific Islands Fisheries Science Center, National Marine Fisheries Service, NOAA, U.S. Department of Commerce","Hawaiian Archipelago"],"last_harvested_date":"2026-08-25T22:32:44.744803","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 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that nutrients from the village of Vatia, Tutuila, American Samoa, are having an adverse effect on the adjacent coral reef ecosystem. Excess nutrient loads promote increases in algal growth that can have deleterious effects on corals, such as benthic algae outcompeting and overgrowing corals. Nitrogen and phosphorus can also directly impact corals by lowering fertilization success, and reducing both photosynthesis and calcification rates. Land-based contributions of nutrients come from a variety of sources; in Vatia the most likely sources are poor wastewater management from piggeries and septic systems.\n\nNOAA scientists conducted benthic surveys to establish a baseline against which to compare changes in the algal and coral assemblages in response to nutrient fluxes.\n\nThe benthic cover data described here were generated from the quantitative analysis of photoquadrat benthic images using image analysis software, whereby random points are projected on each image and the benthic elements falling directly underneath each point are identified. The images were collected at 18 and 24 stratified randomly selected sites in 2015 and 2020  respectively,  during belt transect surveys of coral demography by the NOAA Ecosystem Sciences Division (ESD; former Coral Reef Ecosystem Program CREP).  Five of the 18 sites surveyed in 2015 were resurveyed periodically in 2016 (January, March, June, September, and December) to assess any short-term temporal changes in the benthic composition.\n\nThe benthic cover data can be accessed online via the NOAA National Centers for Environmental Information (NCEI) Ocean Archive. The benthic images and coral demography data are described and archived separately.","distribution":[{"@type":"dcat:Distribution","accessURL":"https://accession.nodc.noaa.gov/0169726","describedByType":"application/octet-stream","description":"Benthic cover data derived from analysis of benthic images collected during belt transect surveys conducted by the NOAA Coral Reef Ecosystem Program (CREP) in Vatia, Tutuila, American Samoa in 2015.","mediaType":"text/html","title":"MV_BIA_CNET_ANALYSIS_DATA_VATIA_2015.csv"},{"@type":"dcat:Distribution","accessURL":"https://accession.nodc.noaa.gov/0264809","describedByType":"application/octet-stream","description":"Benthic cover data derived from benthic image analysis with CoralNet. Imagery was collected during belt transect surveys conducted by the NOAA Ecosystem Sciences Division (ESD) in Vatia, Tutuila, American Samoa in 2020.","mediaType":"text/html","title":"BENTHIC_COVER_VATIA_MP2006_2020.csv"},{"@type":"dcat:Distribution","accessURL":"https://forum.earthdata.nasa.gov/app.php/tag/GCMD%2BKeywords","describedByType":"application/octet-stream","description":"Global Change Master Directory (GCMD). 2026. GCMD Keywords, Version 24. 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.fisheries.noaa.gov/inport/item/31611","describedByType":"application/octet-stream","description":"View the complete metadata record on InPort for more information about this dataset.","mediaType":"text/html","title":"Full Metadata Record"}],"identifier":"https://data.noaa.gov/waf/NOAA/nmfs/pifsc/iso/xml/31611.xml","issued":"2022-01-01T00:00:00.000+00:00","keyword":["31090","31259","Eutrophication Impacts on Coral Ecosystem Health in Vatia","Status and trends assessment for LBSP impacts on reef communities in Faga'alu Bay and Vatia Bay","Numeric Data Sets > Benthic","EARTH SCIENCE > Biosphere > Aquatic Habitat > Benthic Habitat","EARTH SCIENCE > Biosphere > Aquatic Habitat > Reef Habitat","EARTH SCIENCE > Biosphere > Aquatic Habitat > Reef Habitat > Coral cover","EARTH SCIENCE > Biosphere > Vegetation > Algae > Algal Cover","EARTH SCIENCE > Biosphere > Vegetation > Algae > Crustose Coralline Algae","EARTH SCIENCE > Biosphere > Vegetation > Algae > Encrusting Macroalgae","EARTH SCIENCE > Biosphere > Vegetation > Algae > Fleshy Macroalgae","EARTH SCIENCE > Biosphere > Vegetation > Algae > Turf Algae","EARTH SCIENCE > Biosphere > Zoology > Corals > Reef Monitoring and Assessment","EARTH SCIENCE > Biosphere > Zoology > Corals > Reef Monitoring and Assessment > Baseline studies","EARTH SCIENCE > Biosphere > Zoology > Corals > Reef Monitoring and Assessment > Benthos Analysis","EARTH SCIENCE > Biosphere > Zoology > Corals > Reef Monitoring and Assessment > Benthos Analysis > Transect Monitoring","EARTH SCIENCE > Biosphere > Zoology > Corals > Reef Monitoring and Assessment > Benthos Analysis > Transect Monitoring > Belt Transect","EARTH SCIENCE > Biosphere > Zoology > Corals > Reef Monitoring and Assessment > Photographic Analysis","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 > Octocoral Cover","REEF AND/OR BOTTOM REGIME - PERCENT COVER","survey - biological","survey - coral reef","survey - diver","survey - photographs","CORAL REEF STUDIES","Coral Reef Conservation Program","US DOC; NOAA; NMFS; Pacific Islands Fisheries Science Center; Ecosystem Sciences Division; Coral Reef Ecosystem Program","COUNTRY/TERRITORY > United States of America > American Samoa > Tutuila Island > Vatia Bay (14S170W0028)","OCEAN BASIN > Pacific Ocean > Tutuila Island > Vatia Bay (14S170W0028)","South Pacific Ocean","CRED","CREP","Coral Reef Ecosystem Division","Coral Reef Ecosystem Program","ESD","Ecosystem Sciences Division","PIFSC","Pacific Islands Fisheries Science Center","DOC/NOAA/NMFS/PIFSC > Pacific Islands Fisheries Science Center, National Marine Fisheries Service, NOAA, U.S. Department of Commerce","Benthic Missions"],"landingPage":"https://www.fisheries.noaa.gov/inport/item/31611","language":[],"license":"https://creativecommons.org/publicdomain/zero/1.0/","modified":"2022-01-01T00:00:00.000+00:00","publisher":{"@type":"org:Organization","name":"Pacific Islands Fisheries Science Center"},"rights":"otherRestrictions, unclassified","spatial":"-170.66666666667,-14.25138888889,-170.67555555556,-14.24305555556","temporal":"2015-11-02T00:00:00+00:00/2015-11-12T00:00:00+00:00","theme":["geospatial"],"title":"Benthic Surveys in Vatia, American Samoa: benthic cover derived from analysis of benthic images collected during belt transect surveys of coral demography in 2015 and 2020"},"description":"Jurisdictional managers have expressed concerns that nutrients from the village of Vatia, Tutuila, American Samoa, are having an adverse effect on the adjacent coral reef ecosystem. Excess nutrient loads promote increases in algal growth that can have deleterious effects on corals, such as benthic algae outcompeting and overgrowing corals. Nitrogen and phosphorus can also directly impact corals by lowering fertilization success, and reducing both photosynthesis and calcification rates. Land-based contributions of nutrients come from a variety of sources; in Vatia the most likely sources are poor wastewater management from piggeries and septic systems.\n\nNOAA scientists conducted benthic surveys to establish a baseline against which to compare changes in the algal and coral assemblages in response to nutrient fluxes.\n\nThe benthic cover data described here were generated from the quantitative analysis of photoquadrat benthic images using image analysis software, whereby random points are projected on each image and the benthic elements falling directly underneath each point are identified. The images were collected at 18 and 24 stratified randomly selected sites in 2015 and 2020  respectively,  during belt transect surveys of coral demography by the NOAA Ecosystem Sciences Division (ESD; former Coral Reef Ecosystem Program CREP).  Five of the 18 sites surveyed in 2015 were resurveyed periodically in 2016 (January, March, June, September, and December) to assess any short-term temporal changes in the benthic composition.\n\nThe benthic cover data can be accessed online via the NOAA National Centers for Environmental Information (NCEI) Ocean Archive. 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The stratification scheme included cardinal position (i.e., north and south) and depth (i.e., shallow: >0\u20136 m and mid-depth: >6\u201318 m). Sampling effort allocation was determined based on strata area and sites randomly located within strata. The StRS design effectively reduces estimate variance through stratification using environmental covariates and by sampling more sites rather than more transects per site. 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The State of Maryland does not accept liability for any damages or misrepresentation caused by inaccuracies in the Data or as a result to changes to the Data, nor is there responsibility assumed to maintain the Data in any manner or form. The Data can be freely distributed as long as the metadata entry is not modified or deleted. 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Point\nfeatures are updated on an as-needed basis.<br /><p><br /></p><p>\n<b>Update Frequency:<br />\n</b>This dataset is updated on a <b>weekly</b> basis.</p>","distribution_titles":["CSV","Excel","Feature Collection","File Geodatabase","GeoPackage","GeoJSON","KML","Shapefile","SQLite Geodatabase","ArcGIS Hub Dataset","ArcGIS GeoService"],"harvest_record":"https://catalog.data.gov/harvest_record/00cf332f-b03d-4e00-ac4e-2ba7b7f6a356","harvest_record_raw":"https://catalog.data.gov/harvest_record/00cf332f-b03d-4e00-ac4e-2ba7b7f6a356/raw","has_download":false,"has_spatial":true,"identifier":"https://www.arcgis.com/home/item.html?id=c3ae36eba703471a850cbb547814d532&sublayer=0","keyword":["Commercial and Retail","Education","Emergency Response and Law Enforcement","Facility Sites","Government and Military","Health and Medical","Health spatial data","Lake County Illinois","Landmarks","Mail and Shipping","Planimetrics and Landmarks","Public Attractions and Landmark Buildings","Transportation Facilities","Transportation spatial data","Water Supply and Treatment","planimetrics and landmarks Spatial Data"],"last_harvested_date":"2026-08-25T21:47:39.373232","organization":{"aliases":["illinois"],"code_repo_exempt":false,"code_repo_url":null,"description":null,"id":"7cff86d0-0d45-4944-a4ba-4511805793bc","logo":"https://raw.githubusercontent.com/GSA/logo/refs/heads/master/county_lake_il.png","name":"Lake County, Illinois","organization_type":"County Government","slug":"lake-county-il"},"popularity":1,"publisher":"Lake County Illinois GIS","slug":"facility-site-points","spatial_centroid":{"lat":42.28976,"lon":-88.02422},"spatial_shape":{"coordinates":[[[-88.1987,42.1526],[-88.1987,42.4955],[-87.7625,42.4955],[-87.7625,42.1526],[-88.1987,42.1526]]],"type":"Polygon"},"theme":["geospatial"],"title":"Facility Site Points","type":"dataset"},{"_score":14.780983,"_sort":[1787694454708,14.780983,5,"babb67cb-7ddf-4cd6-bb8b-d9713153570a"],"dcat":{"@type":"dcat:Dataset","accessLevel":"public","contactPoint":{"@type":"vcard:Contact","fn":"LakeCounty_Illinois","hasEmail":"mailto:gis@lakecountyil.gov"},"description":"<div><b><a href='https://maps.lakecountyil.gov/gisdata/TaxDistricts.zip' target='_blank' rel='nofollow ugc noopener noreferrer'>Download\u00a0In State Plane Projection Here</a>.\u00a0</b><br /></div><div><br /></div>Drainage districts are local bodies formed for the purpose of draining, ditching, and improving land for agricultural and sanitary purposes. They are authorized to build and maintain drains and levees, to sue all necessary private land within their corporate bodies for that purpose, and to tax land within their boundaries as necessary.<div><br /></div><div><span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:17px; background-color:rgb(255, 255, 255);'>Update Frequency:</span><br /><span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:17px; background-color:rgb(255, 255, 255);'>This dataset is updated on a\u00a0</span><span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:17px; background-color:rgb(255, 255, 255);'><b>weekly</b></span><span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:17px; background-color:rgb(255, 255, 255);'>\u00a0basis.</span><br /></div>","distribution":[{"@type":"dcat:Distribution","accessURL":"https://data-lakecountyil.opendata.arcgis.com/api/download/v1/items/18c4bdb9bd424d698b567a7a4081952e/csv?layers=1","format":"CSV","mediaType":"text/csv","title":"CSV"},{"@type":"dcat:Distribution","accessURL":"https://data-lakecountyil.opendata.arcgis.com/api/download/v1/items/18c4bdb9bd424d698b567a7a4081952e/excel?layers=1","format":"XLSX","mediaType":"application/vnd.ms-excel","title":"Excel"},{"@type":"dcat:Distribution","accessURL":"https://data-lakecountyil.opendata.arcgis.com/api/download/v1/items/18c4bdb9bd424d698b567a7a4081952e/featureCollection?layers=1","format":"TXT","mediaType":"text/plain","title":"Feature Collection"},{"@type":"dcat:Distribution","accessURL":"https://data-lakecountyil.opendata.arcgis.com/api/download/v1/items/18c4bdb9bd424d698b567a7a4081952e/filegdb?layers=1","format":"ZIP","mediaType":"application/zip","title":"File Geodatabase"},{"@type":"dcat:Distribution","accessURL":"https://data-lakecountyil.opendata.arcgis.com/api/download/v1/items/18c4bdb9bd424d698b567a7a4081952e/geoPackage?layers=1","format":"GPKG","mediaType":"application/geopackage+sqlite3","title":"GeoPackage"},{"@type":"dcat:Distribution","accessURL":"https://data-lakecountyil.opendata.arcgis.com/api/download/v1/items/18c4bdb9bd424d698b567a7a4081952e/geojson?layers=1","format":"GeoJSON","mediaType":"application/vnd.geo+json","title":"GeoJSON"},{"@type":"dcat:Distribution","accessURL":"https://data-lakecountyil.opendata.arcgis.com/api/download/v1/items/18c4bdb9bd424d698b567a7a4081952e/kml?layers=1","format":"KML","mediaType":"application/vnd.google-earth.kml+xml","title":"KML"},{"@type":"dcat:Distribution","accessURL":"https://data-lakecountyil.opendata.arcgis.com/api/download/v1/items/18c4bdb9bd424d698b567a7a4081952e/shapefile?layers=1","format":"ZIP","mediaType":"application/zip","title":"Shapefile"},{"@type":"dcat:Distribution","accessURL":"https://data-lakecountyil.opendata.arcgis.com/api/download/v1/items/18c4bdb9bd424d698b567a7a4081952e/sqlite?layers=1","format":"GDB","mediaType":"application/geopackage+sqlite3","title":"SQLite Geodatabase"},{"@type":"dcat:Distribution","accessURL":"https://data-lakecountyil.opendata.arcgis.com/datasets/lakecountyil::drainage-districts","format":"Web Page","mediaType":"text/html","title":"ArcGIS Hub Dataset"},{"@type":"dcat:Distribution","accessURL":"https://services3.arcgis.com/HESxeTbDliKKvec2/arcgis/rest/services/LakeCounty_TaxDistricts/FeatureServer/1","format":"ArcGIS GeoServices REST API","mediaType":"application/json","title":"ArcGIS GeoService"}],"identifier":"https://www.arcgis.com/home/item.html?id=18c4bdb9bd424d698b567a7a4081952e&sublayer=1","issued":"2018-02-09T15:56:31.000Z","keyword":["Drainage","Environmental Health","Health spatial data","Lake County Illinois","Sanitation","Tax Districts","Tax Districts spatial data","Water"],"landingPage":"https://data-lakecountyil.opendata.arcgis.com/datasets/lakecountyil::drainage-districts","license":"https://www.arcgis.com/sharing/rest/content/items/89679671cfa64832ac2399a0ef52e414/data","modified":"2026-08-23T11:13:08.186Z","publisher":{"name":"Lake County Illinois GIS"},"spatial":"-88.1280,42.1524,-87.7775,42.4582","theme":["geospatial"],"title":"Drainage Districts"},"description":"<div><b><a href='https://maps.lakecountyil.gov/gisdata/TaxDistricts.zip' target='_blank' rel='nofollow ugc noopener noreferrer'>Download\u00a0In State Plane Projection Here</a>.\u00a0</b><br /></div><div><br /></div>Drainage districts are local bodies formed for the purpose of draining, ditching, and improving land for agricultural and sanitary purposes. They are authorized to build and maintain drains and levees, to sue all necessary private land within their corporate bodies for that purpose, and to tax land within their boundaries as necessary.<div><br /></div><div><span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:17px; background-color:rgb(255, 255, 255);'>Update Frequency:</span><br /><span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:17px; background-color:rgb(255, 255, 255);'>This dataset is updated on a\u00a0</span><span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:17px; background-color:rgb(255, 255, 255);'><b>weekly</b></span><span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:17px; background-color:rgb(255, 255, 255);'>\u00a0basis.</span><br /></div>","distribution_titles":["CSV","Excel","Feature Collection","File Geodatabase","GeoPackage","GeoJSON","KML","Shapefile","SQLite Geodatabase","ArcGIS Hub Dataset","ArcGIS GeoService"],"harvest_record":"https://catalog.data.gov/harvest_record/0df85891-5035-4a96-b556-1861f9c8f2b8","harvest_record_raw":"https://catalog.data.gov/harvest_record/0df85891-5035-4a96-b556-1861f9c8f2b8/raw","has_download":false,"has_spatial":true,"identifier":"https://www.arcgis.com/home/item.html?id=18c4bdb9bd424d698b567a7a4081952e&sublayer=1","keyword":["Drainage","Environmental Health","Health spatial data","Lake County Illinois","Sanitation","Tax Districts","Tax Districts spatial data","Water"],"last_harvested_date":"2026-08-25T21:47:34.708328","organization":{"aliases":["illinois"],"code_repo_exempt":false,"code_repo_url":null,"description":null,"id":"7cff86d0-0d45-4944-a4ba-4511805793bc","logo":"https://raw.githubusercontent.com/GSA/logo/refs/heads/master/county_lake_il.png","name":"Lake County, Illinois","organization_type":"County Government","slug":"lake-county-il"},"popularity":5,"publisher":"Lake County Illinois GIS","slug":"drainage-districts","spatial_centroid":{"lat":42.27472,"lon":-87.98780000000001},"spatial_shape":{"coordinates":[[[-88.128,42.1524],[-88.128,42.4582],[-87.7775,42.4582],[-87.7775,42.1524],[-88.128,42.1524]]],"type":"Polygon"},"theme":["geospatial"],"title":"Drainage Districts","type":"dataset"},{"_score":14.833481,"_sort":[1787694454067,14.833481,3,"cfb42071-b379-4804-9400-5f6bf4505b03"],"dcat":{"@type":"dcat:Dataset","accessLevel":"public","contactPoint":{"@type":"vcard:Contact","fn":"LakeCounty_Illinois","hasEmail":"mailto:gis@lakecountyil.gov"},"description":"<div><b><a href='https://maps.lakecountyil.gov/gisdata/TaxDistricts.zip' target='_blank' rel='nofollow ugc noopener noreferrer'>Download In State Plane Projection Here</a>.\u00a0</b><br /></div><div><br /></div>Sanitary Districts provide sewage collection and treatment\nwithin their service areas.<br /><p>\n<br />\n<b>Update Frequency:</b><br />\nThis dataset is updated on a <b>weekly</b> basis.</p>","distribution":[{"@type":"dcat:Distribution","accessURL":"https://data-lakecountyil.opendata.arcgis.com/api/download/v1/items/fac5a5b7a7ce4325b45d06caf0e0cc92/csv?layers=12","format":"CSV","mediaType":"text/csv","title":"CSV"},{"@type":"dcat:Distribution","accessURL":"https://data-lakecountyil.opendata.arcgis.com/api/download/v1/items/fac5a5b7a7ce4325b45d06caf0e0cc92/excel?layers=12","format":"XLSX","mediaType":"application/vnd.ms-excel","title":"Excel"},{"@type":"dcat:Distribution","accessURL":"https://data-lakecountyil.opendata.arcgis.com/api/download/v1/items/fac5a5b7a7ce4325b45d06caf0e0cc92/featureCollection?layers=12","format":"TXT","mediaType":"text/plain","title":"Feature Collection"},{"@type":"dcat:Distribution","accessURL":"https://data-lakecountyil.opendata.arcgis.com/api/download/v1/items/fac5a5b7a7ce4325b45d06caf0e0cc92/filegdb?layers=12","format":"ZIP","mediaType":"application/zip","title":"File Geodatabase"},{"@type":"dcat:Distribution","accessURL":"https://data-lakecountyil.opendata.arcgis.com/api/download/v1/items/fac5a5b7a7ce4325b45d06caf0e0cc92/geoPackage?layers=12","format":"GPKG","mediaType":"application/geopackage+sqlite3","title":"GeoPackage"},{"@type":"dcat:Distribution","accessURL":"https://data-lakecountyil.opendata.arcgis.com/api/download/v1/items/fac5a5b7a7ce4325b45d06caf0e0cc92/geojson?layers=12","format":"GeoJSON","mediaType":"application/vnd.geo+json","title":"GeoJSON"},{"@type":"dcat:Distribution","accessURL":"https://data-lakecountyil.opendata.arcgis.com/api/download/v1/items/fac5a5b7a7ce4325b45d06caf0e0cc92/kml?layers=12","format":"KML","mediaType":"application/vnd.google-earth.kml+xml","title":"KML"},{"@type":"dcat:Distribution","accessURL":"https://data-lakecountyil.opendata.arcgis.com/api/download/v1/items/fac5a5b7a7ce4325b45d06caf0e0cc92/shapefile?layers=12","format":"ZIP","mediaType":"application/zip","title":"Shapefile"},{"@type":"dcat:Distribution","accessURL":"https://data-lakecountyil.opendata.arcgis.com/api/download/v1/items/fac5a5b7a7ce4325b45d06caf0e0cc92/sqlite?layers=12","format":"GDB","mediaType":"application/geopackage+sqlite3","title":"SQLite Geodatabase"},{"@type":"dcat:Distribution","accessURL":"https://data-lakecountyil.opendata.arcgis.com/datasets/lakecountyil::sanitary-districts","format":"Web Page","mediaType":"text/html","title":"ArcGIS Hub Dataset"},{"@type":"dcat:Distribution","accessURL":"https://services3.arcgis.com/HESxeTbDliKKvec2/arcgis/rest/services/LakeCounty_TaxDistricts/FeatureServer/12","format":"ArcGIS GeoServices REST API","mediaType":"application/json","title":"ArcGIS GeoService"}],"identifier":"https://www.arcgis.com/home/item.html?id=fac5a5b7a7ce4325b45d06caf0e0cc92&sublayer=12","issued":"2016-11-21T21:05:48.000Z","keyword":["Drainage","Environmental Health","Health spatial data","Lake County Illinois","Sanitation","Tax Districts","Tax Districts spatial data","Water"],"landingPage":"https://data-lakecountyil.opendata.arcgis.com/datasets/lakecountyil::sanitary-districts","license":"https://www.arcgis.com/sharing/rest/content/items/89679671cfa64832ac2399a0ef52e414/data","modified":"2026-08-23T11:13:33.134Z","publisher":{"name":"Lake County Illinois GIS"},"spatial":"-88.1998,42.1523,-87.7588,42.4958","theme":["geospatial"],"title":"Sanitary Districts"},"description":"<div><b><a href='https://maps.lakecountyil.gov/gisdata/TaxDistricts.zip' target='_blank' rel='nofollow ugc noopener noreferrer'>Download In State Plane Projection Here</a>.\u00a0</b><br /></div><div><br /></div>Sanitary Districts provide sewage collection and treatment\nwithin their service areas.<br /><p>\n<br />\n<b>Update Frequency:</b><br />\nThis dataset is updated on a <b>weekly</b> basis.</p>","distribution_titles":["CSV","Excel","Feature Collection","File Geodatabase","GeoPackage","GeoJSON","KML","Shapefile","SQLite Geodatabase","ArcGIS Hub Dataset","ArcGIS GeoService"],"harvest_record":"https://catalog.data.gov/harvest_record/09c63683-0af4-4149-ba05-a03b3c032008","harvest_record_raw":"https://catalog.data.gov/harvest_record/09c63683-0af4-4149-ba05-a03b3c032008/raw","has_download":false,"has_spatial":true,"identifier":"https://www.arcgis.com/home/item.html?id=fac5a5b7a7ce4325b45d06caf0e0cc92&sublayer=12","keyword":["Drainage","Environmental Health","Health spatial data","Lake County Illinois","Sanitation","Tax Districts","Tax Districts spatial data","Water"],"last_harvested_date":"2026-08-25T21:47:34.067721","organization":{"aliases":["illinois"],"code_repo_exempt":false,"code_repo_url":null,"description":null,"id":"7cff86d0-0d45-4944-a4ba-4511805793bc","logo":"https://raw.githubusercontent.com/GSA/logo/refs/heads/master/county_lake_il.png","name":"Lake County, Illinois","organization_type":"County Government","slug":"lake-county-il"},"popularity":3,"publisher":"Lake County Illinois 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<b>weekly</b> basis.</p>","distribution":[{"@type":"dcat:Distribution","accessURL":"https://data-lakecountyil.opendata.arcgis.com/api/download/v1/items/59f63a20dc064db88c511295f3c746ce/csv?layers=5","format":"CSV","mediaType":"text/csv","title":"CSV"},{"@type":"dcat:Distribution","accessURL":"https://data-lakecountyil.opendata.arcgis.com/api/download/v1/items/59f63a20dc064db88c511295f3c746ce/excel?layers=5","format":"XLSX","mediaType":"application/vnd.ms-excel","title":"Excel"},{"@type":"dcat:Distribution","accessURL":"https://data-lakecountyil.opendata.arcgis.com/api/download/v1/items/59f63a20dc064db88c511295f3c746ce/featureCollection?layers=5","format":"TXT","mediaType":"text/plain","title":"Feature Collection"},{"@type":"dcat:Distribution","accessURL":"https://data-lakecountyil.opendata.arcgis.com/api/download/v1/items/59f63a20dc064db88c511295f3c746ce/filegdb?layers=5","format":"ZIP","mediaType":"application/zip","title":"File 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Geodatabase","ArcGIS Hub Dataset","ArcGIS GeoService"],"harvest_record":"https://catalog.data.gov/harvest_record/71b06eff-2c07-42ff-9e66-ca79c2d5d327","harvest_record_raw":"https://catalog.data.gov/harvest_record/71b06eff-2c07-42ff-9e66-ca79c2d5d327/raw","has_download":false,"has_spatial":true,"identifier":"https://www.arcgis.com/home/item.html?id=59f63a20dc064db88c511295f3c746ce&sublayer=5","keyword":["Environmental Health","Fox Waterway","Health spatial data","Lake County Illinois","Tax Districts","Tax Districts spatial data","Water"],"last_harvested_date":"2026-08-25T21:47:33.039526","organization":{"aliases":["illinois"],"code_repo_exempt":false,"code_repo_url":null,"description":null,"id":"7cff86d0-0d45-4944-a4ba-4511805793bc","logo":"https://raw.githubusercontent.com/GSA/logo/refs/heads/master/county_lake_il.png","name":"Lake County, Illinois","organization_type":"County Government","slug":"lake-county-il"},"popularity":1,"publisher":"Lake County Illinois 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Beach, Round Lake Heights,\nRound Lake Park and Lake County Government representing the communities of\nKnollwood/Rondout, Vernon Hills and Wildwood for the purpose of supplying Lake\nMichigan water to these geographic areas.<br /><p>\n<br />\n<b>Update Frequency:</b><br />\nThis dataset is updated on a <b>weekly</b> basis.</p>","distribution":[{"@type":"dcat:Distribution","accessURL":"https://data-lakecountyil.opendata.arcgis.com/api/download/v1/items/df76bdded0a743bcaa8e7c208b3a1e02/csv?layers=7","format":"CSV","mediaType":"text/csv","title":"CSV"},{"@type":"dcat:Distribution","accessURL":"https://data-lakecountyil.opendata.arcgis.com/api/download/v1/items/df76bdded0a743bcaa8e7c208b3a1e02/excel?layers=7","format":"XLSX","mediaType":"application/vnd.ms-excel","title":"Excel"},{"@type":"dcat:Distribution","accessURL":"https://data-lakecountyil.opendata.arcgis.com/api/download/v1/items/df76bdded0a743bcaa8e7c208b3a1e02/featureCollection?layers=7","format":"TXT","mediaType":"text/plain","title":"Feature Collection"},{"@type":"dcat:Distribution","accessURL":"https://data-lakecountyil.opendata.arcgis.com/api/download/v1/items/df76bdded0a743bcaa8e7c208b3a1e02/filegdb?layers=7","format":"ZIP","mediaType":"application/zip","title":"File 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of supplying Lake\nMichigan water to these geographic areas.<br /><p>\n<br />\n<b>Update Frequency:</b><br />\nThis dataset is updated on a <b>weekly</b> basis.</p>","distribution_titles":["CSV","Excel","Feature Collection","File Geodatabase","GeoPackage","GeoJSON","KML","Shapefile","SQLite Geodatabase","ArcGIS Hub Dataset","ArcGIS GeoService"],"harvest_record":"https://catalog.data.gov/harvest_record/68bf82b8-73db-4d29-b249-3507db89c19d","harvest_record_raw":"https://catalog.data.gov/harvest_record/68bf82b8-73db-4d29-b249-3507db89c19d/raw","has_download":false,"has_spatial":true,"identifier":"https://www.arcgis.com/home/item.html?id=df76bdded0a743bcaa8e7c208b3a1e02&sublayer=7","keyword":["Environmental Health","Health spatial data","JAWA","Joint Action Water Agency","Lake County Illinois","Lake Michigan","Sanitation","Tax Districts","Tax Districts spatial 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(JAWA)","type":"dataset"},{"_score":14.993881,"_sort":[1787694452241,14.993881,2,"dc94c259-a043-48ac-b975-63031b0daaca"],"dcat":{"@type":"dcat:Dataset","accessLevel":"public","contactPoint":{"@type":"vcard:Contact","fn":"LakeCounty_Illinois","hasEmail":"mailto:gis@lakecountyil.gov"},"description":"<div><b><a href='https://maps.lakecountyil.gov/gisdata/TaxDistricts.zip' target='_blank' rel='nofollow ugc noopener noreferrer'>Download In State Plane Projection Here</a>.\u00a0</b><br /></div><div><br /></div>These are the areas for the Mosquito Abatement Districts\nserving Lake County.<br /><p>\n<br />\n<b>Update Frequency:</b><br />\nThis dataset is updated on a <b>weekly</b> basis.</p>","distribution":[{"@type":"dcat:Distribution","accessURL":"https://data-lakecountyil.opendata.arcgis.com/api/download/v1/items/b19c183eacb14b2a87f1cb3025839e79/csv?layers=9","format":"CSV","mediaType":"text/csv","title":"CSV"},{"@type":"dcat:Distribution","accessURL":"https://data-lakecountyil.opendata.arcgis.com/api/download/v1/items/b19c183eacb14b2a87f1cb3025839e79/excel?layers=9","format":"XLSX","mediaType":"application/vnd.ms-excel","title":"Excel"},{"@type":"dcat:Distribution","accessURL":"https://data-lakecountyil.opendata.arcgis.com/api/download/v1/items/b19c183eacb14b2a87f1cb3025839e79/featureCollection?layers=9","format":"TXT","mediaType":"text/plain","title":"Feature Collection"},{"@type":"dcat:Distribution","accessURL":"https://data-lakecountyil.opendata.arcgis.com/api/download/v1/items/b19c183eacb14b2a87f1cb3025839e79/filegdb?layers=9","format":"ZIP","mediaType":"application/zip","title":"File 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API","mediaType":"application/json","title":"ArcGIS GeoService"},{"@type":"dcat:Distribution","accessURL":"https://maps2.dcgis.dc.gov/dcgis/services/DCGIS_DATA/Public_Service_WebMercator/MapServer/WMSServer?request=GetCapabilities&service=WMS","format":"OGC WMS","mediaType":"application/vnd.ogc.wms_xml","title":"OGC WMS"},{"@type":"dcat:Distribution","accessURL":"https://opendata.dc.gov/api/download/v1/items/48009ae8fbe54157b86586d3e4f10929/csv?layers=33","format":"CSV","mediaType":"text/csv","title":"CSV"},{"@type":"dcat:Distribution","accessURL":"https://opendata.dc.gov/api/download/v1/items/48009ae8fbe54157b86586d3e4f10929/geojson?layers=33","format":"GeoJSON","mediaType":"application/vnd.geo+json","title":"GeoJSON"},{"@type":"dcat:Distribution","accessURL":"https://opendata.dc.gov/api/download/v1/items/48009ae8fbe54157b86586d3e4f10929/kml?layers=33","format":"KML","mediaType":"application/vnd.google-earth.kml+xml","title":"KML"},{"@type":"dcat:Distribution","accessURL":"https://opendata.dc.gov/api/download/v1/items/48009ae8fbe54157b86586d3e4f10929/shapefile?layers=33","format":"ZIP","mediaType":"application/zip","title":"Shapefile"},{"@type":"dcat:Distribution","accessURL":"https://opendata.dc.gov/datasets/DCGIS::child-development-centers","format":"Web Page","mediaType":"text/html","title":"ArcGIS Hub Dataset"}],"identifier":"https://www.arcgis.com/home/item.html?id=48009ae8fbe54157b86586d3e4f10929&sublayer=33","issued":"2016-06-27T15:26:25.000Z","keyword":["DOH","District of Columbia","Washington DC","child","children","education","health","public service","youth"],"landingPage":"https://opendata.dc.gov/datasets/DCGIS::child-development-centers","license":"https://creativecommons.org/licenses/by/4.0","modified":"2026-08-22T06:00:33.000Z","publisher":{"name":"Office of the Chief Technology Officer"},"spatial":"-77.1059,38.8212,-76.9113,38.9852","theme":["geospatial"],"title":"Child Development Centers"},"description":"<div style=\"text-align:Left;\"><div><div><p><span>The information about these centers is provided by the Office of the State Superintendent of Education.</span></p></div></div></div>","distribution_titles":["ArcGIS GeoService","OGC WMS","CSV","GeoJSON","KML","Shapefile","ArcGIS Hub 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There are several types of providers who can connect older adult to these services including DC Villages, District Organizations (i.e., Lead Agencies), and Private Agencies.\"</SPAN></P></DIV></DIV></DIV>","distribution":[{"@type":"dcat:Distribution","accessURL":"https://maps2.dcgis.dc.gov/dcgis/rest/services/DCGIS_DATA/Health_WebMercator/MapServer/21","format":"ArcGIS GeoServices REST API","mediaType":"application/json","title":"ArcGIS GeoService"},{"@type":"dcat:Distribution","accessURL":"https://maps2.dcgis.dc.gov/dcgis/services/DCGIS_DATA/Health_WebMercator/MapServer/WMSServer?request=GetCapabilities&service=WMS","format":"OGC WMS","mediaType":"application/vnd.ogc.wms_xml","title":"OGC WMS"},{"@type":"dcat:Distribution","accessURL":"https://opendata.dc.gov/api/download/v1/items/5c639b1fad2e4c01b32d09fa0f1c47b2/csv?layers=21","format":"CSV","mediaType":"text/csv","title":"CSV"},{"@type":"dcat:Distribution","accessURL":"https://opendata.dc.gov/api/download/v1/items/5c639b1fad2e4c01b32d09fa0f1c47b2/geojson?layers=21","format":"GeoJSON","mediaType":"application/vnd.geo+json","title":"GeoJSON"},{"@type":"dcat:Distribution","accessURL":"https://opendata.dc.gov/api/download/v1/items/5c639b1fad2e4c01b32d09fa0f1c47b2/kml?layers=21","format":"KML","mediaType":"application/vnd.google-earth.kml+xml","title":"KML"},{"@type":"dcat:Distribution","accessURL":"https://opendata.dc.gov/api/download/v1/items/5c639b1fad2e4c01b32d09fa0f1c47b2/shapefile?layers=21","format":"ZIP","mediaType":"application/zip","title":"Shapefile"},{"@type":"dcat:Distribution","accessURL":"https://opendata.dc.gov/datasets/DCGIS::home-based-homemaker-services-1","format":"Web Page","mediaType":"text/html","title":"ArcGIS Hub Dataset"}],"identifier":"https://www.arcgis.com/home/item.html?id=5c639b1fad2e4c01b32d09fa0f1c47b2&sublayer=21","issued":"2021-09-22T14:58:57.000Z","keyword":["bhi","brain health","dc health","dementia","district of columbia","health","homemaker","senior citizen","washington dc","wellness"],"landingPage":"https://opendata.dc.gov/datasets/DCGIS::home-based-homemaker-services-1","license":"https://creativecommons.org/licenses/by/4.0","modified":"2026-08-23T20:00:40.000Z","publisher":{"name":"DC Health, Cancer and Chronic Disease Prevention Bureau, Public Health Analyst"},"spatial":"-77.0983,38.8428,-76.9767,38.9849","theme":["geospatial"],"title":"Home-Based Homemaker Services"},"description":"<DIV STYLE=\"text-align:Left;\"><DIV><DIV><P><SPAN>These resources help with light housework, errands, tasks, or yardwork to help individuals living with dementia remain in their homes. They are often called \u201chomemaker\u201d services. This list does not include many private housekeeping, landscaping, or handyman companies that may not have specific training to meet the needs of older adults. The services included in this list specifically serve local older adults and are inclusive of those with memory loss or dementia. There are several types of providers who can connect older adult to these services including DC Villages, District Organizations (i.e., Lead Agencies), and Private Agencies.\"</SPAN></P></DIV></DIV></DIV>","distribution_titles":["ArcGIS GeoService","OGC WMS","CSV","GeoJSON","KML","Shapefile","ArcGIS Hub Dataset"],"harvest_record":"https://catalog.data.gov/harvest_record/56e631b6-7fd3-45e1-b27a-447b0559f6f3","harvest_record_raw":"https://catalog.data.gov/harvest_record/56e631b6-7fd3-45e1-b27a-447b0559f6f3/raw","has_download":false,"has_spatial":true,"identifier":"https://www.arcgis.com/home/item.html?id=5c639b1fad2e4c01b32d09fa0f1c47b2&sublayer=21","keyword":["bhi","brain health","dc health","dementia","district of columbia","health","homemaker","senior citizen","washington dc","wellness"],"last_harvested_date":"2026-08-25T21:43:57.546961","organization":{"aliases":["dc"],"code_repo_exempt":false,"code_repo_url":null,"description":null,"id":"f2d0ab92-6e70-41ac-b5fd-305d70fbb37f","logo":"https://raw.githubusercontent.com/GSA/logo/master/dc.png","name":"District of Columbia","organization_type":"City Government","slug":"district-of-columbia"},"popularity":4,"publisher":"DC Health, Cancer and Chronic Disease Prevention Bureau, Public Health Analyst","slug":"home-based-homemaker-services","spatial_centroid":{"lat":38.89964,"lon":-77.04965999999999},"spatial_shape":{"coordinates":[[[-77.0983,38.8428],[-77.0983,38.9849],[-76.9767,38.9849],[-76.9767,38.8428],[-77.0983,38.8428]]],"type":"Polygon"},"theme":["geospatial"],"title":"Home-Based Homemaker Services","type":"dataset"},{"_score":33.498642,"_sort":[1787694237067,33.498642,2,"f7711941-4fb3-45a2-8272-a0a0d4102f14"],"dcat":{"@type":"dcat:Dataset","accessLevel":"public","contactPoint":{"@type":"vcard:Contact","fn":"DCGISopendata","hasEmail":"mailto:gisgroup@dc.gov"},"description":"<DIV STYLE=\"text-align:Left;\"><DIV><DIV><P><SPAN>These resources provide companionship services and in-home assistance with personal care tasks, known as activities of daily living (ADLs), which include support for dressing, bathing, toileting, transferring/mobility, and eating. Some of these organizations also help with instrumental activities of daily living (IADLs) such as light housework or food preparation, i.e. \u201chomemaker\u201d services. (For organizations that provide these services also see the section: Home-Based Services: Homemaker Services). These resources are all dementia-inclusive and are available to individuals with dementia or other physical limitations.</SPAN></P></DIV></DIV></DIV>","distribution":[{"@type":"dcat:Distribution","accessURL":"https://maps2.dcgis.dc.gov/dcgis/rest/services/DCGIS_DATA/Health_WebMercator/MapServer/22","format":"ArcGIS GeoServices REST API","mediaType":"application/json","title":"ArcGIS GeoService"},{"@type":"dcat:Distribution","accessURL":"https://maps2.dcgis.dc.gov/dcgis/services/DCGIS_DATA/Health_WebMercator/MapServer/WMSServer?request=GetCapabilities&service=WMS","format":"OGC WMS","mediaType":"application/vnd.ogc.wms_xml","title":"OGC WMS"},{"@type":"dcat:Distribution","accessURL":"https://opendata.dc.gov/api/download/v1/items/a36e6e6439c44f28b7bf805f79ef1a07/csv?layers=22","format":"CSV","mediaType":"text/csv","title":"CSV"},{"@type":"dcat:Distribution","accessURL":"https://opendata.dc.gov/api/download/v1/items/a36e6e6439c44f28b7bf805f79ef1a07/geojson?layers=22","format":"GeoJSON","mediaType":"application/vnd.geo+json","title":"GeoJSON"},{"@type":"dcat:Distribution","accessURL":"https://opendata.dc.gov/api/download/v1/items/a36e6e6439c44f28b7bf805f79ef1a07/kml?layers=22","format":"KML","mediaType":"application/vnd.google-earth.kml+xml","title":"KML"},{"@type":"dcat:Distribution","accessURL":"https://opendata.dc.gov/api/download/v1/items/a36e6e6439c44f28b7bf805f79ef1a07/shapefile?layers=22","format":"ZIP","mediaType":"application/zip","title":"Shapefile"},{"@type":"dcat:Distribution","accessURL":"https://opendata.dc.gov/datasets/DCGIS::home-based-personal-care-aides","format":"Web Page","mediaType":"text/html","title":"ArcGIS Hub Dataset"}],"identifier":"https://www.arcgis.com/home/item.html?id=a36e6e6439c44f28b7bf805f79ef1a07&sublayer=22","issued":"2021-09-22T15:01:33.000Z","keyword":["bhi","brain health","care aides","dc health","dementia","district of columbia","health","senior citizen","washington dc","wellness"],"landingPage":"https://opendata.dc.gov/datasets/DCGIS::home-based-personal-care-aides","license":"https://creativecommons.org/licenses/by/4.0","modified":"2026-08-23T20:00:40.000Z","publisher":{"name":"DC Health, Cancer and Chronic Disease Prevention Bureau, Public Health Analyst"},"spatial":"-77.0983,38.8829,-76.9767,38.9849","theme":["geospatial"],"title":"Home-Based Personal Care Aides"},"description":"<DIV STYLE=\"text-align:Left;\"><DIV><DIV><P><SPAN>These resources provide companionship services and in-home assistance with personal care tasks, known as activities of daily living (ADLs), which include support for dressing, bathing, toileting, transferring/mobility, and eating. Some of these organizations also help with instrumental activities of daily living (IADLs) such as light housework or food preparation, i.e. \u201chomemaker\u201d services. (For organizations that provide these services also see the section: Home-Based Services: Homemaker Services). These resources are all dementia-inclusive and are available to individuals with dementia or other physical limitations.</SPAN></P></DIV></DIV></DIV>","distribution_titles":["ArcGIS GeoService","OGC WMS","CSV","GeoJSON","KML","Shapefile","ArcGIS Hub Dataset"],"harvest_record":"https://catalog.data.gov/harvest_record/ea0634ea-019f-4b35-9630-630c683f264e","harvest_record_raw":"https://catalog.data.gov/harvest_record/ea0634ea-019f-4b35-9630-630c683f264e/raw","has_download":false,"has_spatial":true,"identifier":"https://www.arcgis.com/home/item.html?id=a36e6e6439c44f28b7bf805f79ef1a07&sublayer=22","keyword":["bhi","brain health","care aides","dc health","dementia","district of columbia","health","senior citizen","washington dc","wellness"],"last_harvested_date":"2026-08-25T21:43:57.067957","organization":{"aliases":["dc"],"code_repo_exempt":false,"code_repo_url":null,"description":null,"id":"f2d0ab92-6e70-41ac-b5fd-305d70fbb37f","logo":"https://raw.githubusercontent.com/GSA/logo/master/dc.png","name":"District of Columbia","organization_type":"City Government","slug":"district-of-columbia"},"popularity":2,"publisher":"DC Health, Cancer and Chronic Disease Prevention Bureau, Public Health Analyst","slug":"home-based-personal-care-aides","spatial_centroid":{"lat":38.923700000000004,"lon":-77.04965999999999},"spatial_shape":{"coordinates":[[[-77.0983,38.8829],[-77.0983,38.9849],[-76.9767,38.9849],[-76.9767,38.8829],[-77.0983,38.8829]]],"type":"Polygon"},"theme":["geospatial"],"title":"Home-Based Personal Care Aides","type":"dataset"},{"_score":33.654266,"_sort":[1787694236849,33.654266,4,"dd0b03d2-1bbb-4ca3-95bc-edd78375e9d7"],"dcat":{"@type":"dcat:Dataset","accessLevel":"public","contactPoint":{"@type":"vcard:Contact","fn":"DCGISopendata","hasEmail":"mailto:gisgroup@dc.gov"},"description":"<DIV STYLE=\"text-align:Left;\"><DIV><DIV><P><SPAN>The resources listed here are organizations that provide in-home healthcare for homebound older adults and individuals with advanced illness in need of hospice services or home-based palliative care. Additional resources listed in this section include community-based legal services that support homebound older adults. This type of resource may be necessary so that homebound older adults can complete legal documents to uphold their medical wishes and establish legal surrogates in the case of memory loss or dementia.</SPAN></P></DIV></DIV></DIV>","distribution":[{"@type":"dcat:Distribution","accessURL":"https://maps2.dcgis.dc.gov/dcgis/rest/services/DCGIS_DATA/Health_WebMercator/MapServer/20","format":"ArcGIS GeoServices REST API","mediaType":"application/json","title":"ArcGIS GeoService"},{"@type":"dcat:Distribution","accessURL":"https://maps2.dcgis.dc.gov/dcgis/services/DCGIS_DATA/Health_WebMercator/MapServer/WMSServer?request=GetCapabilities&service=WMS","format":"OGC WMS","mediaType":"application/vnd.ogc.wms_xml","title":"OGC WMS"},{"@type":"dcat:Distribution","accessURL":"https://opendata.dc.gov/api/download/v1/items/0c25015c06154a9e805a18e6eac711c5/csv?layers=20","format":"CSV","mediaType":"text/csv","title":"CSV"},{"@type":"dcat:Distribution","accessURL":"https://opendata.dc.gov/api/download/v1/items/0c25015c06154a9e805a18e6eac711c5/geojson?layers=20","format":"GeoJSON","mediaType":"application/vnd.geo+json","title":"GeoJSON"},{"@type":"dcat:Distribution","accessURL":"https://opendata.dc.gov/api/download/v1/items/0c25015c06154a9e805a18e6eac711c5/kml?layers=20","format":"KML","mediaType":"application/vnd.google-earth.kml+xml","title":"KML"},{"@type":"dcat:Distribution","accessURL":"https://opendata.dc.gov/api/download/v1/items/0c25015c06154a9e805a18e6eac711c5/shapefile?layers=20","format":"ZIP","mediaType":"application/zip","title":"Shapefile"},{"@type":"dcat:Distribution","accessURL":"https://opendata.dc.gov/datasets/DCGIS::healthcare-for-homebound-older-adults-and-end-of-life-care-1","format":"Web Page","mediaType":"text/html","title":"ArcGIS Hub Dataset"}],"identifier":"https://www.arcgis.com/home/item.html?id=0c25015c06154a9e805a18e6eac711c5&sublayer=20","issued":"2021-09-22T14:56:50.000Z","keyword":["bhi","brain health","dc health","dementia","district of columbia","health","senior citizen","washington dc","wellness"],"landingPage":"https://opendata.dc.gov/datasets/DCGIS::healthcare-for-homebound-older-adults-and-end-of-life-care-1","license":"https://creativecommons.org/licenses/by/4.0","modified":"2026-08-23T20:00:40.000Z","publisher":{"name":"DC Health, Cancer and Chronic Disease Prevention Bureau, Public Health Analyst"},"spatial":"-77.0486,38.8841,-77.0063,38.9296","theme":["geospatial"],"title":"Healthcare for Homebound Older Adults and End of Life Care"},"description":"<DIV STYLE=\"text-align:Left;\"><DIV><DIV><P><SPAN>The resources listed here are organizations that provide in-home healthcare for homebound older adults and individuals with advanced illness in need of hospice services or home-based palliative care. Additional resources listed in this section include community-based legal services that support homebound older adults. 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It includes data at the state, county, and plan levels on total members served, utilization, and provider networks.</span><br /></p><p><a href='https://www.dhcs.ca.gov/CalAIM/Documents/CalAIM-ECM-a11y.pdf' style='border-bottom:1px solid rgb(45, 110, 141); font-family:&quot;Open Sans&quot;, sans-serif; font-size:19.2px; text-decoration-line:none;' target='_blank' rel='nofollow ugc noopener noreferrer'><span style='font-size:0px;'></span><span style='color:#000000;'><strong>ECM</strong></span><span style='font-size:0px;'></span></a>\u00a0<span style='color:rgb(0,0,0); font-family:&quot;Open Sans&quot;, sans-serif; font-size:19.2px;'>is a statewide MCP benefit that provides person-centered, community-based care management to the highest need members. The Department of Health Care Services (DHCS) and its MCP partners began implementing ECM in phases by Populations of Focus (POFs), with the first three POFs launching statewide in CY 2022.</span><br /></p><p><a href='https://www.dhcs.ca.gov/CalAIM/Documents/CalAIM-CS-a11y.pdf' style='border-bottom:1px solid rgb(228, 114, 37); font-family:&quot;Open Sans&quot;, sans-serif; font-size:19.2px; text-decoration-line:none;' target='_blank' rel='nofollow ugc noopener noreferrer'><span style='font-size:0px;'></span><span style='color:#000000;'><strong>Community Supports</strong></span><span style='font-size:0px;'></span></a>\u00a0<span style='color:#e47225;'></span><span style='color:rgb(0,0,0); font-family:&quot;Open Sans&quot;, sans-serif; font-size:19.2px;'>are services that address members\u2019 health-related social needs and help them avoid higher, costlier levels of care. 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The Department of Health Care Services (DHCS) and its MCP partners began implementing ECM in phases by Populations of Focus (POFs), with the first three POFs launching statewide in CY 2022.</span><br /></p><p><a href='https://www.dhcs.ca.gov/CalAIM/Documents/CalAIM-CS-a11y.pdf' style='border-bottom:1px solid rgb(228, 114, 37); font-family:&quot;Open Sans&quot;, sans-serif; font-size:19.2px; text-decoration-line:none;' target='_blank' rel='nofollow ugc noopener noreferrer'><span style='font-size:0px;'></span><span style='color:#000000;'><strong>Community Supports</strong></span><span style='font-size:0px;'></span></a>\u00a0<span style='color:#e47225;'></span><span style='color:rgb(0,0,0); font-family:&quot;Open Sans&quot;, sans-serif; font-size:19.2px;'>are services that address members\u2019 health-related social needs and help them avoid higher, costlier levels of care. 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