Methodology
Reproducible Workflow
01
Multi-source data acquisition
Active workflow stage
Google Earth Engine exports Sentinel-2, VIIRS, ESA WorldCover, and cropland mask layers. These layers are paired with West Java boundaries, OpenStreetMap road features, agro-industrial facilities, and commodity production records.
Inputs
Sentinel-2VIIRSESA WorldCoverCropland mask
Outputs
Raster predictorsStudy boundaryFacility and road vectors
Study Snapshot
Grid
1 km
analysis resolution
Districts
27
West Java coverage
Cells
37,839
grid observations
Facilities
227
agro-industrial points
Interpretation Boundary
Suitability classes and deep-learning outputs are derived from proxy labels generated from a rule-based spatial suitability index. They should be interpreted as decision-support outputs, not field-validated measurements of residue availability.