{"accessLimitation":{"value":"embargoed","availability":"Embargoed","description":"Access to the resource is restricted until a specified date or the occurrence of a defined condition, after which access may be granted in accordance with applicable policies or licensing conditions","uri":"http://vocab.nerc.ac.uk/collection/N07/current/EMBG/"},"authors":[{"honorificPrefix":"Dr","familyName":"Nguyen","givenName":"Tanh","organisationName":"An Giang University","organisationIdentifier":"https://ror.org/023pm6532","role":"author","email":"ntntanh@agu.edu.vn","nameIdentifier":"https://orcid.org/0000-0002-0847-4185","fullName":"Nguyen, T."},{"honorificPrefix":"Dr","familyName":"Nguyen","givenName":"Lan","organisationName":"An Giang University","organisationIdentifier":"https://ror.org/023pm6532","role":"author","email":"ntntanh@agu.edu.vn","fullName":"Nguyen, L."},{"honorificPrefix":"Dr","familyName":"Mai","givenName":"Thang","organisationName":"An Giang University","organisationIdentifier":"https://ror.org/023pm6532","role":"author","email":"ntntanh@agu.edu.vn","nameIdentifier":"https://orcid.org/0009-0008-1640-6407","fullName":"Mai, T."},{"honorificPrefix":"Dr","familyName":"Tran","givenName":"Chau","organisationName":"An Giang University","organisationIdentifier":"https://ror.org/023pm6532","role":"author","email":"ntntanh@agu.edu.vn","fullName":"Tran, C."}],"availability":"Embargoed","boundingBoxes":[{"westBoundLongitude":104.274,"eastBoundLongitude":107.264,"southBoundLatitude":8.471,"northBoundLatitude":10.961,"bounds":"{\"type\": \"Feature\",      \"properties\": {},      \"geometry\": {        \"type\": \"Polygon\",        \"coordinates\": [[[104.274, 8.471], [104.274, 10.961], [107.264, 10.961], [107.264, 8.471], [104.274, 8.471]]]      }}","coordinates":"[[[104.274, 8.471], [104.274, 10.961], [107.264, 10.961], [107.264, 8.471], [104.274, 8.471]]]"}],"citation":{"authors":["Nguyen, T.","Nguyen, L.","Mai, T.","Tran, C."],"bibtex":"https://catalogue.ceh.ac.uk/documents/75179e35-5f42-4335-ac71-883258e8285a/citation?format=bib","day":6,"doi":"10.5285/75179e35-5f42-4335-ac71-883258e8285a","month":7,"publisher":"NERC EDS Environmental Information Data Centre","resourceTypeGeneral":"dataset","ris":"https://catalogue.ceh.ac.uk/documents/75179e35-5f42-4335-ac71-883258e8285a/citation?format=ris","title":"Habitat risk score of mangrove areas in the Vietnamese Mekong Delta calculated using the InVEST model, 2017","url":"https://doi.org/10.5285/75179e35-5f42-4335-ac71-883258e8285a","year":2026},"contactPoints":[{"displayName":"Tanh Nguyen","organisationName":"An Giang University","organisationIdentifier":"https://ror.org/023pm6532","role":"pointOfContact","email":"ntntanh@agu.edu.vn","fullName":"Tanh Nguyen","pointOfContact":"An Giang University"}],"custodians":[{"organisationName":"NERC EDS Environmental Information Data Centre","organisationIdentifier":"https://ror.org/04xw4m193","role":"custodian","email":"info@eidc.ac.uk"}],"datasetReferenceDate":{"publicationDate":"2026-07-06","releasedDate":"2027-01-04"},"description":"This dataset provides a calculation of the habitat risk index of mangrove forest in Soc Trang, Ca Mau, Kien Giang, in the Mekong Delta, Vietnam, in 2017. The percentage of area for no, low, medium, and high risk are provided for each stressor across the 3 provinces. Stressors across the three provinces are categorised as erosion, fishing near shore, mangrove exploitation, drought and pollution. For Ca Mau, additional stressors include fishing near shore, erosion and pollution, for Kien Giang, stressors include erosion, and for Soc Trang, stressors include deforestation, fishing near shore, drought and erosion. The risk and intensity of each stressor is weighted by the frequency of the stressor's disturbance, the rate of land area change, change in structure, management effectiveness.","distributionFormats":[{"name":"Shapefile","version":"unknown"},{"name":"Comma-separated values (CSV)","type":"text/csv","version":"unknown"}],"distributorContacts":[{"organisationName":"NERC EDS Environmental Information Data Centre","organisationIdentifier":"https://ror.org/04xw4m193","role":"distributor","email":"info@eidc.ac.uk"}],"funding":[{"funderName":"Natural Environment Research Council","funderIdentifier":"https://ror.org/02b5d8509","awardTitle":"UKRI GCRF Living Deltas Hub","awardNumber":"NE/S008926/1","awardURI":"https://gtr.ukri.org/projects?ref=NE%2FS008926%2F1","orcid":false,"ror":true}],"hasOnlineServiceAgreement":true,"id":"75179e35-5f42-4335-ac71-883258e8285a","incomingCitationCount":0,"inspireThemes":[{"theme":"Habitats and Biotopes","uri":"http://inspire.ec.europa.eu/theme/hb"}],"keywordsOther":[{"value":"Risk assessment"},{"value":"Coastal"},{"value":"Mangrove"},{"value":"InVEST model"},{"value":"Mekong Delta"},{"value":"Vietnam"}],"keywordsTheme":[{"value":"Environmental survey","uri":"http://onto.nerc.ac.uk/CEHMD/topic/7"},{"value":"Land cover","uri":"http://onto.nerc.ac.uk/CEHMD/topic/11"}],"licences":[{"value":"This resource is available under the terms of the Open Government Licence","code":"license","uri":"https://eidc.ac.uk/licences/ogl/plain"}],"lineage":"The data were gathered primarily from questionnaire-based interviews. For the map depicting the distribution of influencing factors, the information is stored in vector (.shp) format.  The data collected and processed were used as inputs for the Habitat Risk Assessment (HRA) model. Interviews and surveys were conducted in the mangrove forest areas of Soc Trang, Ca Mau, and Kien Giang.  Onsite surveys at accessible locations, such as erosion points and forest areas affected by drought and water scarcity were also carried out in Soc Trang.\n\nThe exposure and consequence criteria are rated on habitat resilience and stressors. Habitat resilience risk level includes (on a Likert scale) natural mortality, recruitment, connectivity and recovery time. Stressors include the frequency of disturbance, change in area rating, change in structure rating, temporal overlap rating, management effectiveness and intensity rating.  Ratings (0-3) indicate the severity of each factor's impact, with 0 = none and 3 = high. These scores, combined with weights and data quality, feed into the exposure and consequence calculations that determine overall habitat risk. The criteria column is the backbone of the scoring system: it informs the model which ecological or management factors are being considered in the risk calculation. By adjusting ratings, data quality, and weights,  the risk assessment can be adjusted to reflect local knowledge and priorities.","metadataDate":"2026-07-25T06:53:01","notGEMINI":false,"publicationDate":"2026-07-06T00:00:00.000Z","publishers":[{"organisationName":"NERC EDS Environmental Information Data Centre","organisationIdentifier":"https://ror.org/04xw4m193","role":"publisher","email":"info@eidc.ac.uk"}],"resourceIdentifiers":[{"code":"https://catalogue.ceh.ac.uk/id/75179e35-5f42-4335-ac71-883258e8285a"},{"code":"10.5285/75179e35-5f42-4335-ac71-883258e8285a","codeSpace":"doi"}],"resourceType":{"value":"dataset"},"rightsHolders":[{"organisationName":"Newcastle University","role":"rightsHolder"}],"spatialReferenceSystems":[{"code":"http://www.opengis.net/def/crs/EPSG/0/3857","title":"WGS 84 / Pseudo-Mercator"}],"spatialRepresentationTypes":["vector","textTable"],"spatialResolutions":[{"distance":"5","uom":"urn:ogc:def:uom:EPSG::9001"}],"supplemental":[{"description":"The risk was estimated based on the Habitat Risk Assessment module of the InVEST model, further details can be accessed here.","url":"https://naturalcapitalalliance.stanford.edu/software/invest","function":"website"}],"title":"Habitat risk score of mangrove areas in the Vietnamese Mekong Delta calculated using the InVEST model, 2017","topicCategories":[{"value":"environment","uri":"http://inspire.ec.europa.eu/metadata-codelist/TopicCategory/environment"},{"value":"imageryBaseMapsEarthCover","uri":"http://inspire.ec.europa.eu/metadata-codelist/TopicCategory/imageryBaseMapsEarthCover"}],"topics":["http://onto.nerc.ac.uk/CEHMD/topic/7","http://onto.nerc.ac.uk/CEHMD/topic/11"],"type":"dataset","uri":"https://catalogue.ceh.ac.uk/id/75179e35-5f42-4335-ac71-883258e8285a","useConstraints":[{"value":"This resource is available under the terms of the Open Government Licence","code":"license","uri":"https://eidc.ac.uk/licences/ogl/plain"}]}