A tool for climate smart crop insurance: Combining farmers’ pictures with dynamic crop modelling for accurate yield estimation prior to harvest

The study found that dynamic crop models have the accuracy to predict normal to high yields, but there are limits to their ability to capture low yields. On the other hand, the machine learning (CNN) model has better ability to capture lower yields. It is worth noting that the crop model only took i...

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Bibliographic Details

Main Authors:	Singh, B. K., Chakraborty, Dulal, Kalra, Naveen, Singh, Jaya
Format:	Informe técnico
Language:	Inglés
Published:	International Food Policy Research Institute 2019
Subjects:	insurance crop insurance resilience finance climate change
Online Access:	https://hdl.handle.net/10568/146798