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Fenologické pozorování×Odhad výnosu plodiny×
OborAgronomieAgronomie
RodinaProcess / pipelineProcess / pipeline
Rok vzniku19742015
TvůrceZadoks, Chang, Konzak (cereals); Fehr, Caviness (soybean)Agronomic research institutions (CIMMYT, ICRISAT, IRRI)
TypObservational and classification pipelineAnalytical and predictive pipeline
Původní zdrojZadoks, 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 ↗Lobell, 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 ↗
Další názvyGrowth stage assessment, Phenological monitoring, Crop stage scaleYield forecasting, Harvest prediction, Yield monitoring
Příbuzné55
ShrnutíPhenological 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.Crop 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.
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ScholarGatePorovnat metody: Phenological Observation · Crop Yield Estimation. Získáno 2026-06-17 z https://scholargate.app/cs/compare