Estimation of Potato Yield Using Satellite Data at a Municipal Level: A Machine Learning Approach

Estimation of Potato Yield Using Satellite Data at a Municipal Level: A Machine Learning Approach

Crop growth modeling and yield forecasting are essential to improve food security policies worldwide. To estimate potato (<i>Solanum tubersum L.</i>) yield over Mexico at a municipal level, we used meteorological data provided by the ERA5 (ECMWF Re-Analysis) dataset developed by the Cope...

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Bibliographic Details
Main Authors: Pablo Salvador, Diego Gómez, Julia Sanz, José Luis Casanova
Format: Article
Language:English
Published: MDPI AG 2020-05-01
Series:ISPRS International Journal of Geo-Information
Subjects:
machine learning
meteorological data
municipal level
potato yield
satellite imagery
Online Access:https://www.mdpi.com/2220-9964/9/6/343

Internet

https://www.mdpi.com/2220-9964/9/6/343

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