Habitat Suitability Index Model Example

Ali Mulla
Ali Mulla

December 03, 2024

Habitat Suitability Index Model Example

This map was created as part of coursework for the Environmental Applications GIS graduate-level course at the University of South Florida. In this example, I created suitability value layers for a hypothetical species that only nests in wetlands, only forages in coniferous forest, and will not nest close to roads.

I derived Suitability Value (SV) layers from binary landcover layers of roads, coniferous forest, and wetlands.

SV1 is a binary variable in which cells with a value of 1 represent wetland, and cells with a value of 0 represent non-wetland.

SV2 ranks the area immediately surrounding potential nest locations based on percentage of wetlands within a 100-meter radius. This was calculated using the Focal Statistics tool in ArcGIS Pro. Cells with values less than 25% were then assigned a value of 0. Values between 25% and 75% assigned based on the equation ((actual% - 25%)/50%). Lastly, cells with values greater than 75% were re-assigned a value of 1.

SV3 represents foraging area surrounding potential nest locations, based on percentage of coniferous forest within a 100-400 meter radius of any given cell. This was also calculated from a binary layer of coniferous forest using the Focal Statistics tool. In the resulting layer, cell values are percentages of coniferous forest within 100-400 meters of any given cell.

SV4 uses distance from roads as a measure for disturbance. A distance accumulation layer was created by first converting a roads feature layer into a binary raster layer, and then calculating Euclidian distance from any given cell to a cell with a value of 1. The distance accumulation layer was reclassified so that cells less than 100 meters from a road were assigned 0, cells that were greater than 400 meters from a road were assigned a value of 1, and all values in between were assigned based on the equation [1-[(400 - Actual)/300]].

The final habitat suitability index model (HSI) was calculated with the following equation: HSI = SV1 * [(SV2 + SV3 +SV4)].


Plug-ins used

Spatial analyst

tags

ecologyhabitat analysishabitat suitability indexRaster

You might also like

Join the community!

We're a place where geospatial professionals showcase their works and discover opportunities.