Climate effect on MAP to final yield · soil-moisture memory first, Niño phasing second
SoilGrids
loading GISTDA layer…
1. Select a field or point
Click field or point. Planting date drives MAP alignment.
2. Climate-risk output
Climate-risk anomaly
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Risk-adjusted yield
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Low-yield risk
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MAP months used
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Select a point and run. Output is a climate-risk diagnosis, not deterministic field yield.
3. MAP flow
4. Climate effect on MAP to final yield
Percent values are climate associations with final variety-normalized yield, not monthly growth rates.
5. Model reading
Soil moisture is treated as root-zone memory. Rainfall is atmospheric input. Niño/SST is background phasing. Final yield realization still depends on variety, planting material, disease, soil fertility, management, and harvest timing.
6. Soil profile —
ISRIC SoilGrids 2.0 · 250 m global · WRB classification. Auto-fires when you click the map or a field.
WRB class (top)
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Cassava suitability
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Topsoil 0–5 cm
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Subsoil 30–60 cm
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Click anywhere on the map to fetch the soil profile for that point.
7. Niño conditions
Used as marginal forecast phasing. Root-zone soil moisture is the confirmation layer.