The Role of Data-Driven Methodologies in Weather Index Insurance

The Role of Data-Driven Methodologies in Weather Index Insurance

There are several index insurance methodologies. Most of them rely on linear piece-wise methods. Recently, there has been studies promoting the potential of data-driven methodologies in construction index insurance models due to their ability to capture intricate non-linear structures. However, thes...

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Bibliographic Details
Main Authors: Luis F. Hernández-Rojas, Adriana L. Abrego-Perez, Fernando E. Lozano Martínez, Carlos F. Valencia-Arboleda, Maria C. Diaz-Jimenez, Natalia Pacheco-Carvajal, Juan J. García-Cárdenas
Format: Article
Language:English
Published: MDPI AG 2023-04-01
Series:Applied Sciences
Subjects:
index insurance
crop insurance
machine learning
neural networks
satellite data
google earth engine
Online Access:https://www.mdpi.com/2076-3417/13/8/4785

Internet

https://www.mdpi.com/2076-3417/13/8/4785

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