kenya-climate-data-lab
An open-source ML pipeline predicting maize yield in Kenya.
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GITHUB · launched Sep 21, 2026 · 17 upvotes (top 46%) · 0 views
Niche: environmental and geospatial analytics software · 124 launches, 14 in the last 7 days ▼ -7% · Explore this niche →
Category and tags
- Agriculture
- Analytics & BI
- Developer
- AI-native
- Hobby / open-source project
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More like this: all 124 launches in environmental and geospatial analytics software →
Could you build this?
Partial While an ML script combining public datasets can be orchestrated with AI assistance, building a rigorous geospatial and agrometeorological prediction model across 47 counties requires specialized domain knowledge in earth observation and remote sensing.
What it would actually take: The project requires an ETL pipeline ingesting raster data from CHIRPS (precipitation) and ERA5 (climate variables), spatially aggregating them to Kenyan administrative boundaries, and harmonizing with KNBS/FAO crop yield statistics. Hard parts include handling cloud cover/missing satellite data, spatial-temporal cross-validation to prevent leakage, and agronomic feature engineering (e.g., growing degree days, dry spells). A production implementation requires Python geospatial stacks (xarray, rioxarray, rasterio, geopandas) and ML frameworks like LightGBM or PyTorch.
Competitors
Other products that read as similar to this one : 266 launches clear the similarity bar, closest 8 shown.
Attention rank: #100 of 267 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 327 days after the earliest competitor.
- Rainfall-Prediction-Using-Machine-Learning · github · 2026-11-08 · 30 upvotes · similarity 0.55
- dev-core-ke · github · 2026-10-13 · 42 upvotes · similarity 0.46
- ou-learning-analytics · github · 2026-09-27 · 8 upvotes · similarity 0.43
- manufacturing-forecasting-framework · github · 2026-10-07 · 73 upvotes · similarity 0.43
- ml-from-experiment-to-production · github · 2026-09-21 · 14 upvotes · similarity 0.43
- Timber · hn · 2026-03-02 · 207 upvotes · similarity 0.43
- datasets · github · 2026-10-09 · 13 upvotes · similarity 0.42
- Powered Global Weather · ph · 2026-09-09 · 1 upvotes · similarity 0.42
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