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...

Descripción completa

Detalles Bibliográficos

Autores principales:	Singh, B. K., Chakraborty, Dulal, Kalra, Naveen, Singh, Jaya
Formato:	Informe técnico
Lenguaje:	Inglés
Publicado:	International Food Policy Research Institute 2019
Materias:	insurance crop insurance resilience finance climate change
Acceso en línea:	https://hdl.handle.net/10568/146798