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작물 수확량 추정×Phenological Observation×
분야농학농학
계열Process / pipelineProcess / pipeline
기원 연도20151974
창시자Agronomic research institutions (CIMMYT, ICRISAT, IRRI)Zadoks, Chang, Konzak (cereals); Fehr, Caviness (soybean)
유형Analytical and predictive pipelineObservational and classification pipeline
원전Lobell, D. B., Thau, D., Seifert, C., Engle, E., & Shadow, B. (2015). A regional crop yield forecasting system for Sub-Saharan Africa. Global Food Security, 5, 6-15. link ↗Zadoks, J. C., Chang, T. T., & Konzak, C. F. (1974). A decimal code for the growth stages of cereals. Weed research, 14(6), 415-421. DOI ↗
별칭Yield forecasting, Harvest prediction, Yield monitoringGrowth stage assessment, Phenological monitoring, Crop stage scale
관련55
요약Crop Yield Estimation is an analytical and predictive pipeline for forecasting final crop yield before harvest or monitoring yield accumulation during the growing season. Developed by agronomic research centers (CIMMYT, ICRISAT, IRRI), this method combines field observations, environmental data, and statistical models to predict grain or biomass output, informing harvest planning, market decisions, and performance evaluation.Phenological Observation is an observational and classification pipeline for systematically recording crop development stages from germination to maturity. Standardized through crop-specific scales (Zadoks for cereals, Fehr for soybean), this method enables precise communication of crop status, timing of management decisions (fungicide application, irrigation), and prediction of harvest readiness.
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ScholarGate방법 비교: Crop Yield Estimation · Phenological Observation. 2026-06-17에 다음에서 검색함: https://scholargate.app/ko/compare