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longer or locking crop-input purchases.","sourceName":"ReliefWeb agriculture and disaster reports","sourceUrl":"https://reliefweb.int/report/somalia/radio-ergo-weekly-feedback-report-issued-5-june-2026","date":"2026-06-05T09:03:29.000Z","severity":"high","confidence":82},{"id":"reliefweb-agriculture-rss-wfp-warning-becomes-a-reality-for-millions-as-middle-east-crisis-pushes-poorest-fami-2026-06-05","kind":"event","title":"WFP warning becomes a reality for millions as Middle East crisis pushes poorest families further into hunger | World Food Programme","detail":"Check delivered feed, fertilizer, fuel, freight, and route exposure before holding cattle longer or locking crop-input purchases.","sourceName":"ReliefWeb agriculture and disaster reports","sourceUrl":"https://reliefweb.int/report/world/wfp-warning-becomes-reality-millions-middle-east-crisis-pushes-poorest-families-further-hunger-world-food-programme","date":"2026-06-05T09:03:06.000Z","severity":"high","confidence":82},{"id":"reliefweb-agriculture-rss-kenya-key-message-update-long-rains-ease-conditions-but-crisis-ipc-phase-3-to-persis-2026-06-05","kind":"event","title":"Kenya - Key Message Update: Long rains ease conditions but Crisis (IPC Phase 3) to persist in pastoral areas, May - September 2026","detail":"Convert the signal into forage days, water checks, and a sale-or-hold threshold.","sourceName":"ReliefWeb agriculture and disaster reports","sourceUrl":"https://reliefweb.int/report/kenya/kenya-key-message-update-long-rains-ease-conditions-crisis-ipc-phase-3-persist-pastoral-areas-may-september-2026","date":"2026-06-05T02:36:56.000Z","severity":"high","confidence":82},{"id":"reliefweb-agriculture-rss-madagascar-key-message-update-severe-rainfall-deficits-reduce-agricultural-yields-in-2026-06-05","kind":"event","title":"Madagascar - Key Message Update: Severe rainfall deficits reduce agricultural yields in Southwestern Madagascar, May - September 2026","detail":"Convert the signal into forage days, water checks, and a sale-or-hold threshold.","sourceName":"ReliefWeb agriculture and disaster reports","sourceUrl":"https://reliefweb.int/report/madagascar/madagascar-key-message-update-severe-rainfall-deficits-reduce-agricultural-yields-southwestern-madagascar-may-september-2026","date":"2026-06-05T02:33:17.000Z","severity":"high","confidence":82}],"impactRoutes":[{"id":"nasa-weather-to-heat","sourceId":"nasa-power","sourceName":"NASA POWER","signal":"Temperature, humidity, wind, rainfall by coordinate","affects":"Gain, intake, fertility, death loss risk, and shade or water planning","producerDecision":"Adjust transport, feeding time, stocking rate, and water checks before stress peaks.","lag":"0-10 days","confidence":83},{"id":"open-meteo-forecast-to-forward-forage","sourceId":"open-meteo-forecast","sourceName":"Open-Meteo global weather forecast","signal":"7-day precipitation and temperature forecast by geo node","affects":"Sale timing, feed coverage, water checks, milk yield, weight gain, and crop-feed risk","producerDecision":"Use the next-week rain and heat forecast before moving cattle, buying hay, changing supplement, or holding weight.","lag":"0-14 days","confidence":78},{"id":"copernicus-soil-to-yield","sourceId":"copernicus-cds","sourceName":"Copernicus Climate Data Store","signal":"Soil moisture, reanalysis weather, drought, and vegetation stress","affects":"Forage carrying days, crop yield, feed price, stocking rate, and water planning","producerDecision":"Adjust stocking, hay purchases, crop marketing, and irrigation before official production reports.","lag":"2 weeks to 6 months","confidence":82},{"id":"noaa-cpc-category-causal-edge","sourceId":"noaa-cpc","sourceName":"NOAA Climate Prediction Center","signal":"NOAA Climate Prediction Center: seasonal outlook, ENSO, hazards, precipitation anomaly","affects":"Pasture days, stocking rate, milk yield, crop yield, hay demand, and forced-sale risk","producerDecision":"Translate weather into forage days, water checks, feed coverage, and sale-or-hold thresholds.","lag":"0 days to 16 weeks","confidence":69}],"historicalPatterns":[{"id":"pasture-stress-to-sale-runs","driver":"Pasture stress becomes sale pressure","lookbackWindow":"30-120 days","forwardWindow":"2-16 weeks","lag":"Pasture stress usually hits feed buying first, sale runs second, and replacement prices last.","producerDecision":"Move from calendar-based selling to forage-days and feed-margin selling.","confidence":86},{"id":"crop-balance-to-feed-margin","driver":"Crop balance becomes feed margin","lookbackWindow":"90 days to 5 years","forwardWindow":"1-18 months","lag":"Acreage and crop condition lead production; production leads feed price; feed price leads cattle and milk margins.","producerDecision":"Use the crop balance to decide feed coverage, hay buying, grain pricing, and stocking rate.","confidence":84},{"id":"health-alert-to-market-access","driver":"Animal-health alerts become market-access friction","lookbackWindow":"Same day to 5 years","forwardWindow":"Same day to 12 months","lag":"A disease notice can affect movement immediately, then trade access and buyer confidence over weeks or months.","producerDecision":"Check health status before moving cattle, buying replacements, or signing export-sensitive commitments.","confidence":83},{"id":"export-pull-to-local-basis","driver":"Export pull changes local basis","lookbackWindow":"4-52 weeks","forwardWindow":"1-12 weeks","lag":"Export sales lead shipments; shipments lead customs totals; customs totals confirm structural demand.","producerDecision":"Price cattle and crops with local basis plus destination exposure, not only the national headline.","confidence":82}],"scenarios":[{"id":"drought-shock","name":"Drought tightens forage","sector":"feed","defaultIntensity":42,"producerDecision":"Check forage inventory, water, and the value of selling lighter cattle before everyone else is forced to."},{"id":"feed-cost-spike","name":"Feed cost spike","sector":"feed","defaultIntensity":35,"producerDecision":"Recalculate whether the next gain period is still worth feeding."},{"id":"export-disruption","name":"Export or border disruption","sector":"beef","defaultIntensity":30,"producerDecision":"Do not assume local bids are stable when export channels or border rules move."},{"id":"milk-margin-squeeze","name":"Milk margin squeeze","sector":"dairy","defaultIntensity":33,"producerDecision":"Reprice feed, cull timing, and replacement animals before ration spend outruns milk value."}],"localMarkets":[{"id":"india-country-board","name":"India cattle board","country":"India","kind":"country-board","risk":83,"opportunity":70,"watchSignal":"Local bid strength, slaughter pace, cull flow, and replacement appetite."},{"id":"india-pasture-basin","name":"India pasture and water basin","country":"India","kind":"pasture-basin","risk":88,"opportunity":75,"watchSignal":"Pasture recovery, water stress, heat load, hay availability, and forced-sale risk."},{"id":"india-feed-belt","name":"India feed and crop belt","country":"India","kind":"feed-belt","risk":78,"opportunity":76,"watchSignal":"Delivered feed basis, crop yield risk, freight, diesel, and financing pressure."},{"id":"india-dairy-belt","name":"India dairy and processor belt","country":"India","kind":"dairy-belt","risk":78,"opportunity":75,"watchSignal":"Milk-feed spread, processor pull, dairy-beef supply, and replacement economics."},{"id":"india-trade-corridor","name":"India trade and health corridor","country":"India","kind":"trade-corridor","risk":87,"opportunity":76,"watchSignal":"Destination concentration, sanitary access, port flow, border friction, and currency translation."},{"id":"china-country-board","name":"China cattle board","country":"China","kind":"country-board","risk":77,"opportunity":73,"watchSignal":"Local bid strength, slaughter pace, cull flow, and replacement appetite."}],"geoMarkets":[{"id":"east-africa-dairy","name":"East Africa dairy belts","country":"Regional","marketRole":"Smallholder dairy, feed access, heat, and water node","watchSignal":"Heat stress vs local feed availability"},{"id":"south-asia-dairy","name":"South Asia dairy clusters","country":"Regional","marketRole":"Smallholder dairy, heat, feed, and milk availability node","watchSignal":"Heat load vs milk supply"},{"id":"gulf-import-corridor","name":"Gulf import corridors","country":"Regional","marketRole":"Import demand, animal health, feed grain, and logistics node","watchSignal":"Disease alerts vs import demand"},{"id":"south-africa-highveld","name":"South Africa Highveld","country":"South Africa","marketRole":"Feedlot, maize, pasture, and disease-risk node","watchSignal":"Maize basis vs feedlot margin"}],"sourceIds":["open-meteo-forecast","nasa-power","copernicus-cds","india-imd","noaa-cpc","world-bank-climate","indonesia-bmkg","nasa-firms","kenya-ndma-drought"],"citableUrl":"https://cattleweightestimation.com/market-pulse/data-library.json?region=africa-asia&country=DZ&q=satellite-vegetation-biomass&lang=en"}]}