Select
Choose an annual Morocco crop map directly from the visualization workspace.
Environmental data, made explorable
Earth data for better decisions.
ARD DataHub brings trusted environmental datasets, clear scientific metadata, and interactive geospatial analysis into one focused workspace.
Annual Morocco crop mapsConfidence-aware filteringPixel inspection
Connected observation
From planetary context to local insight
One connected workflow
Explore crop maps with confidence.
Filter
Set a minimum model-confidence threshold to focus on reliable classifications.
Inspect
Navigate the globe and click mapped pixels to inspect their underlying class values.
Our team
The people behind ARD DataHub.
A multidisciplinary team connecting Earth observation, data engineering, and accessible product design.
HB
Hamza Boukili
Back-end Engineer
MM
Mostapha Moutawakil
Front-end Engineer
JF
Jamal El Farkh
Assistant Professor
SG
Said Grich
PhD Student
AL
Abderrahman LIBLAB
PhD Student