BERT Bi-modal self-supervised learning for crop classification using Sentinel-2 and Planetscope

Crop identification and monitoring of crop dynamics are essential for agricultural planning, environmental monitoring, and ensuring food security. Recent advancements in remote sensing technology and state-of-the-art machine learning have enabled large-scale automated crop classification. However, t...

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Bibliographic Details
Main Authors: Ankit Patnala, Martin G. Schultz, Juergen Gall
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-05-01
Series:Frontiers in Remote Sensing
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/frsen.2025.1555887/full
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