Species distribution models for important species in the Turks and Caicos Islands
Data and Resources
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Species distribution models Unauthorized ZIP
The dataset comprises a series of species distribution models for importan...
Additional Info
| Field | Value |
|---|---|
| Last Updated | May 24, 2024, 07:54 (UTC) |
| Created | January 20, 2021, 21:16 (UTC) |
| Region | TC |
| Language | eng |
| Topic Category | Biota; flora and/or fauna in natural environment |
| Temporal Extent Start | 2018-01-01 |
| Temporal Extent End | 2020-12-31 |
| Dataset Reference Date | 2021 |
| Lineage | Species distribution modelling was performed using maximum entropy alghorythm from Maxent software. The species presence data were derived from species distribution grids with the resolution of 1 km. The species presence information was stored in a binary system which mean every grid cell had only value=1 when the species is present and value=0 when there is no infromation about the species presence. Other information like abundance, frequency, densities of species were omitted. The species distribution data originated from various databases including GBIF, REEF, AGRRA, DECR. Environmental layers used for modelling were extracted from the Nature Conservancy Benthic Habitat Map. Every variable was calulcated as a percentage of it in 1km2 grid cell. Each environmental layer was tested against significance for particular species using the Kruskal–Wallis test. The Maxent model was constructed using default parameters. Records were splited into training (70%) and test (30%) and the number of background points was arbitraly set to 3 times more that number of records. |
| West Longitude | 137495.1453 |
| South Latitude | 2327164.0721 |
| East Longitude | 300495.1453 |
| North Latitude | 2435164.0721 |
| Spatial Reference System | WGS84 UTM 19N |
| Responsible Organisation Name | Hidden (personal data protection) |
| Contact Mail Address | Hidden (personal data protection) |
| Responsible Party Role | Hidden (personal data protection) |
| Access Limitations | Restricted, send data request to point of contact |
| Use Constraints | To be used for research only |
| Data Format | tiff |
| Update Frequency | not planned |
| Accuracy | 1000m |
| Resource Type | Dataseries |
| Metadata Date | 2021-01-18 |
| Metadata Point of Contact | Hidden (personal data protection) |
| Contact Consent | Contact details hidden |