A deep learning multi-layer perceptron and remote sensing approach for soil health based crop yield estimation

In recent years, Deep Learning Multi-Layer Perceptron (DLMLP) neural networks have shown remarkable success in addressing crop yield forecast related problems. The methodologies used so far for crop yield forecast with remotely sensed data were focused upon vegetation indices generated from optical...

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Bibliographic Details
Main Authors: Akshar Tripathi, Reet Kamal Tiwari, Surya Prakash Tiwari
Format: Article
Language:English
Published: Elsevier 2022-09-01
Series:International Journal of Applied Earth Observations and Geoinformation
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S1569843222001546