| Data File(s) | Type | Description | Action |
|---|---|---|---|
Classification_training.zip (640.78 KB) | ZIP Archive (ZIP) | Manually classified regions of the satellite image map that were used to train the support vector machine model. Dataset Includes a shapefile (.shp, .cpg, dbf, .prj, .sbn, .shx files). Data uses EPSG:3857 - WGS 84 / Pseudo-Mercator Attribute table includes seven columns: Shapefile has 8 attributes with "Classname" holding the name of the habitat class. Habitat classes defined as follows: Water: Open water areas Mangrove: Land covered in mangrove vegetation Saltmarsh: Land covered in Saltmarsh vegetation Manmade: Artificial structures like houses, port facilities, and dredge berms Mud Flat: Regions of water that appear to be particularly shallow based on satellite imagery. | |
fourchon_image.zip (21.87 MB) | ZIP Archive (ZIP) | Satellite image of Port Fourchon used for habitat classification | |
google2022.zip (17.18 MB) | ZIP Archive (ZIP) | Output habitat types from the ArcGIS Pro’s Image Classification Tool segmenting the satellite image. Main data file for dataset 947958. Dataset Includes a shapefile (.shp, .shx, .cpg, .prj, .sbn, .dbf). Data uses EPSG 4326 projected to WGS 1984 Web Mercator (auxiliary sphere). Attribute table includes seven columns: FID, Id, and gridcode are identical and identify objects in the dataframe Shape: Data type Shape_Leng: Aggregated perimeter length of all polygons that share given Class_name in meters Shape_Area: Aggregated area of all polygons that share given Class_name in square meters Class_name: name of the habitat class. Habitat classes defined as follows: Water: Open water areas Mangrove: Land covered in mangrove vegetation Saltmarsh: Land covered in Saltmarsh vegetation Manmade: Artificial structures like houses, port facilities, and dredge berms Mud Flat: Regions of water that appear to be particularly shallow based on satellite imagery. This class was merged with water in the final analysis. | |
model_output.zip (2.30 MB) | ZIP Archive (ZIP) | Raster file that was the SVM model output. This was converted to polygons to produce the google_2022 shapefile | |
Satellite_classification_model_ecdfile.zip (6.90 KB) | ZIP Archive (ZIP) | model output from ArcGIS pro support vector machine classification algorithm including results and hyperparameters for the algorithm. |
Files
Filename: Classification_training.zip (640.78 KB)
Type: ZIP Archive (ZIP)
Description: Manually classified regions of the satellite image map that were used to train the support vector machine model. Dataset Includes a shapefile (.shp, .cpg, dbf, .prj, .sbn, .shx files). Data uses EPSG:3857 - WGS 84 / Pseudo-Mercator Attribute table includes seven columns: Shapefile has 8 attributes with "Classname" holding the name of the habitat class. Habitat classes defined as follows: Water: Open water areas Mangrove: Land covered in mangrove vegetation Saltmarsh: Land covered in Saltmarsh vegetation Manmade: Artificial structures like houses, port facilities, and dredge berms Mud Flat: Regions of water that appear to be particularly shallow based on satellite imagery.
Type: ZIP Archive (ZIP)
Description: Manually classified regions of the satellite image map that were used to train the support vector machine model. Dataset Includes a shapefile (.shp, .cpg, dbf, .prj, .sbn, .shx files). Data uses EPSG:3857 - WGS 84 / Pseudo-Mercator Attribute table includes seven columns: Shapefile has 8 attributes with "Classname" holding the name of the habitat class. Habitat classes defined as follows: Water: Open water areas Mangrove: Land covered in mangrove vegetation Saltmarsh: Land covered in Saltmarsh vegetation Manmade: Artificial structures like houses, port facilities, and dredge berms Mud Flat: Regions of water that appear to be particularly shallow based on satellite imagery.
Filename: fourchon_image.zip (21.87 MB)
Type: ZIP Archive (ZIP)
Description: Satellite image of Port Fourchon used for habitat classification
Type: ZIP Archive (ZIP)
Description: Satellite image of Port Fourchon used for habitat classification
Filename: google2022.zip (17.18 MB)
Type: ZIP Archive (ZIP)
Description: Output habitat types from the ArcGIS Pro’s Image Classification Tool segmenting the satellite image. Main data file for dataset 947958. Dataset Includes a shapefile (.shp, .shx, .cpg, .prj, .sbn, .dbf). Data uses EPSG 4326 projected to WGS 1984 Web Mercator (auxiliary sphere). Attribute table includes seven columns: FID, Id, and gridcode are identical and identify objects in the dataframe Shape: Data type Shape_Leng: Aggregated perimeter length of all polygons that share given Class_name in meters Shape_Area: Aggregated area of all polygons that share given Class_name in square meters Class_name: name of the habitat class. Habitat classes defined as follows: Water: Open water areas Mangrove: Land covered in mangrove vegetation Saltmarsh: Land covered in Saltmarsh vegetation Manmade: Artificial structures like houses, port facilities, and dredge berms Mud Flat: Regions of water that appear to be particularly shallow based on satellite imagery. This class was merged with water in the final analysis.
Type: ZIP Archive (ZIP)
Description: Output habitat types from the ArcGIS Pro’s Image Classification Tool segmenting the satellite image. Main data file for dataset 947958. Dataset Includes a shapefile (.shp, .shx, .cpg, .prj, .sbn, .dbf). Data uses EPSG 4326 projected to WGS 1984 Web Mercator (auxiliary sphere). Attribute table includes seven columns: FID, Id, and gridcode are identical and identify objects in the dataframe Shape: Data type Shape_Leng: Aggregated perimeter length of all polygons that share given Class_name in meters Shape_Area: Aggregated area of all polygons that share given Class_name in square meters Class_name: name of the habitat class. Habitat classes defined as follows: Water: Open water areas Mangrove: Land covered in mangrove vegetation Saltmarsh: Land covered in Saltmarsh vegetation Manmade: Artificial structures like houses, port facilities, and dredge berms Mud Flat: Regions of water that appear to be particularly shallow based on satellite imagery. This class was merged with water in the final analysis.
Filename: model_output.zip (2.30 MB)
Type: ZIP Archive (ZIP)
Description: Raster file that was the SVM model output. This was converted to polygons to produce the google_2022 shapefile
Type: ZIP Archive (ZIP)
Description: Raster file that was the SVM model output. This was converted to polygons to produce the google_2022 shapefile
Filename: Satellite_classification_model_ecdfile.zip (6.90 KB)
Type: ZIP Archive (ZIP)
Description: model output from ArcGIS pro support vector machine classification algorithm including results and hyperparameters for the algorithm.
Type: ZIP Archive (ZIP)
Description: model output from ArcGIS pro support vector machine classification algorithm including results and hyperparameters for the algorithm.