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Fenoloģiskā novērošana×Kultūraugu ražas prognozēšana×
NozareAgronomijaAgronomija
SaimeProcess / pipelineProcess / pipeline
Izcelsmes gads19742015
AutorsZadoks, Chang, Konzak (cereals); Fehr, Caviness (soybean)Agronomic research institutions (CIMMYT, ICRISAT, IRRI)
TipsObservational and classification pipelineAnalytical and predictive pipeline
PirmavotsZadoks, 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 ↗
Citi nosaukumiGrowth stage assessment, Phenological monitoring, Crop stage scaleYield forecasting, Harvest prediction, Yield monitoring
Saistītās55
KopsavilkumsPhenological 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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ScholarGateSalīdzināt metodes: Phenological Observation · Crop Yield Estimation. Izgūts 2026-06-18 no https://scholargate.app/lv/compare