Development of an Adaptive Linear Mixture Model for Decomposition of Mixed Pixels to Improve Crop Area Estimation Using Artificial Neural Network

Development of an Adaptive Linear Mixture Model for Decomposition of Mixed Pixels to Improve Crop Area Estimation Using Artificial Neural Network

Precise spatial information of crop distribution is vital for government and research organizations to monitor agriculture activities like crop health monitoring, crop yield prediction, and food security. Mapping of crop area is challenging in smallholder farming like India, where crop parcels are s...

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Bibliographic Details
Main Authors: Arun Kant Dwivedi, Arun Kumar Singh, Dharmendra Singh, Harish Kumar
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Smallholder farming
area estimation
artificial neural network
linear mixture model
mixed pixels
precision agriculture monitoring
Online Access:https://ieeexplore.ieee.org/document/10016716/

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