Bi-modal contrastive learning for crop classification using Sentinel-2 and Planetscope

Remote sensing has enabled large-scale crop classification for understanding agricultural ecosystems and estimating production yields. In recent years, machine learning has become increasingly relevant for automated crop classification. However, the existing algorithms require a huge amount of annot...

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Bibliographic Details
Main Authors: Ankit Patnala, Scarlet Stadtler, Martin G. Schultz, Juergen Gall
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-12-01
Series:Frontiers in Remote Sensing
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/frsen.2024.1480101/full
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