Open by default
Make source attribution, provenance and validation status inspectable. Dataset rights remain source-specific; no blanket licence or accuracy is implied.
Research mission
Make agricultural landscapes legible to people and to machines
Oil palm covers vast areas of Southeast Asia, yet the tools to understand it remain scattered across imagery archives, models and one-off scripts.
OpenPalm AI brings satellite imagery, geospatial analysis, evidence-grounded research and autonomy simulation into one inspectable platform, starting with a historical study in Malaysia.
Principles
Honest about data
Each level of intelligence depends on suitable evidence. Real observations, predicted heights and synthetic outputs are explicitly distinguished.
Agentic, not opaque
Research responses expose selected evidence, citations and uncertainty. The studio is a visual workflow draft; autonomous multi-agent execution is planned.
Built with the community
Share reproducible methods and invite datasets, annotations and analyses. The current contribution form creates a local draft; publication and peer review are planned.
Roadmap
From satellite-first to autonomy
Satellite-first prototype
Real Sentinel-2 NDVI, pixel inspection, scientific exports and saved research. SAM segmentation remains planned.
Available studyTree-level detection
Crown detection once suitable very-high-resolution imagery and validation labels are available.
PlannedCanopy intelligence
Historical Meta-predicted CHMv2 summaries are available. Ground-truth height validation remains open.
Descriptive studyAutonomy
Synthetic coverage-route simulation. Operational terrain, obstacles and flight-safety validation remain future work.
SimulationTeam
Team profile 01
Name and role not published
Team profile 02
Name and role not published
Team profile 03
Name and role not published
Team profile 04
Name and role not published
Work with us
Prepare a contribution draft for datasets, annotations, models or analyses. Community submission and publication are not enabled in this prototype.