Credits & Acknowledgements

Mandum Rimba stands on the work of many: the people who build it, the organizations that open their data, and the open-source tools that run it. Thank you.

Partners & supporters

Contributors

Mandum Rimba is open source (MIT licensed). Contributions are open to everyone — get involved.

With thanks to the data providers

This data is opened freely by the organizations below. Full detail, licenses, and verification links are on the Data Sources page.

• Global Forest Watch (WRI) — Deforestation alerts, tree cover loss, concessions
• GBIF — Threatened-species occurrence records
• IUCN Red List of Threatened Species — Threatened status (CR/EN/VU) of the flagship species
• BNPB DIBI · UNDRR DesInventar — Flood & landslide disaster records
• RESOLVE Ecoregions · UNEP-WCMC — Wildlife habitat ecoregions
• Maus et al. 2022 (PANGAEA) — Mining land footprint
• Protected Planet (WDPA) · KLHK — Protected areas & forest moratorium
• GADM — Administrative boundaries

Open-source technology

Built with the following open-source tools and basemaps.

• MapLibre GL JS — Map engine
• PMTiles (Protomaps) — Static vector tiles
• tippecanoe (Felt) — Tile builder
• Turf.js — Geospatial analysis
• Next.js — Web framework
• NestJS — API & cron framework
• MongoDB — Geospatial database
• Recharts — Charts
• next-intl — Bilingual (ID/EN)
• CARTO · Esri · OpenStreetMap — Basemaps & satellite imagery

Photos & media

License

The Mandum Rimba source code is MIT licensed. Each dataset remains the property of its source under its own license, see the Data Sources page. Presented descriptively from public data; not an accusation against any party.