Combining Crop Modeling with Remote Sensing Data Using a Particle Filtering Technique to Produce Real-Time Forecasts of Winter Wheat Yields under Uncertain Boundary Conditions

Within-season crop yield forecasting at national and regional levels is crucial to ensure food security. Yet, forecasting is a challenge because of incomplete knowledge about the heterogeneity of factors determining crop growth, above all management and cultivars. This motivates us to propose a meth...

وصف كامل

التفاصيل البيبلوغرافية
الحاوية / القاعدة:Remote Sensing
المؤلفون الرئيسيون: Hossein Zare, Tobias K. D. Weber, Joachim Ingwersen, Wolfgang Nowak, Sebastian Gayler, Thilo Streck
التنسيق: مقال
اللغة:الإنجليزية
منشور في: MDPI AG 2022-03-01
الموضوعات:
crop model
data assimilation
particle filtering
PILOTE
prediction uncertainty
yield forecast
الوصول للمادة أونلاين:https://www.mdpi.com/2072-4292/14/6/1360

الانترنت

https://www.mdpi.com/2072-4292/14/6/1360

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