RAP is calibrated for native rangeland. Your irrigated improved pastures produce significantly more than RAP reports. Set a correction factor to scale RAP lbs/acre to match your actual production.
1.0ร = use RAP values as-is. Auto-calibrate compares your measurement-based yield estimates to RAP values for the same pastures and dates, then calculates the correction factor.
๐ NDVI Grazing Detection
Detect grazing events from Sentinel-2 NDVI drops. A sharp drop in greenness between consecutive readings indicates sheep were moved onto the pasture.
Tip grazing (2-3") barely registers. Heavy grazes show as 0.10+ drops. If you get too many false positives, increase the threshold.
๐ฑ Growth Prediction
Estimates grass height at next graze. When the pivot is running, the grass is growing โ water isn't the limiter, temperature + daylength are. Height converts to DM via your Gerrish acre-inch density table.
๐ก At 0.30 in/day peak ร 500 lbs/ac/inch density = May produces ~2.3 tons/ac. Season total ~7+ tons/ac. Gerrish reference: 4 grazes per 140-day season, 4"โ12" in 35 days = 0.23 in/day average. Peak months run faster.
๐ To calibrate: measure residual after pulling sheep off, measure height before next graze, divide gain by rest days. That's your actual growth rate. Compare to prediction and adjust.
Pull aboveground biomass production (lbs/acre) from the Rangeland Analysis Platform for all pastures with boundaries drawn. Free USDA data โ uses your pasture polygons to get 16-day production estimates. Data fills gaps in WaterFlow where field measurements are missing.
โ ๏ธ RAP is calibrated for native rangeland โ irrigated improved pasture values may differ from actual, but relative comparisons between pastures & years are still valuable.
๐ฐ๏ธ Sentinel-2 NDVI (High Frequency)
Pull NDVI greenness index from ESA Sentinel-2 satellites โ 5-day revisit, 10m resolution, near real-time. Shows grazing events as clear NDVI drops. Free via Copernicus Data Space.
NDVI ranges 0โ1 (0 = bare soil, 1 = dense green). Not lbs/acre directly, but excellent for tracking grazing/recovery cycles relative to each other.