3D Convolutional Neural Network with Dimension Reduction and Metric Learning for Crop Yield Prediction Based on Remote Sensing Data

3D Convolutional Neural Network with Dimension Reduction and Metric Learning for Crop Yield Prediction Based on Remote Sensing Data

Crop yield prediction is essential for tasks like determining the optimal profile of crops to be planted, allocating government resources, effectively planning and preparing for aid distribution, making decisions about imports, and so on. Crop yield prediction using remote sensing data during the gr...

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Bibliographic Details
Main Authors: Ning Wang, Zhong Ma, Pengcheng Huo, Xi Liu, Zhao He, Kedi Lu
Format: Article
Language:English
Published: MDPI AG 2023-12-01
Series:Applied Sciences
Subjects:
crop yield prediction
metric learning
3D convolutional neural network
feature constraint
multitask learning
Online Access:https://www.mdpi.com/2076-3417/13/24/13305

Internet

https://www.mdpi.com/2076-3417/13/24/13305

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