CarbonMap logoCarbonMapWest Java biomass residue intelligence

About CarbonMap

Project Information

Author
Dimas Bangkit Sanjaya, Desvita Nursayla Putri Cantika, Salwa Asysyifa Khoerunisa, Nazwa Hilda Syafira, Muhammad Luqmanul Hakim, and Junervin
Corresponding Author
Junervin
junervin@unlip.ac.id
Institution
Agro-industrial Engineering Study Program, Faculty of Computer Science and Engineering, Universitas Linggabuana PGRI Sukabumi
Citation
D. B. Sanjaya et al., “CarbonMap: A multi-source geospatial AI framework for mapping agro-industrial residue potential for biomass-derived carbon nanomaterial production in West Java, Indonesia,” manuscript in preparation, 2026.

Source Categories

Sentinel-2 / Copernicus spectral indices
VIIRS nighttime lights
ESA WorldCover and cropland mask
OpenStreetMap major roads
West Java district boundaries
Agro-industrial facility candidates
Agricultural production and residue estimates
Rule-based, ML, U-Net, and DeepLabV3Plus model outputs