Advancing agricultural remote sensing: A comprehensive review of deep supervised and Self-Supervised Learning for crop monitoring.

Sabrina P. L. P. Correa

Mateus Pinto da Silva Sabrina P. L. P. Correa Mariana Albuquerque Reynaud Schaefer Julio C. S. Reis Ian Monteiro Nunes Jefersson A. dos Santos Hugo N. Oliveira 0001 Advancing agricultural remote sensing: A comprehensive review of deep supervised and Self-Supervised Learning for crop monitoring. 104434 2025 133 Comput. Graph. https://doi.org/10.1016/j.cag.2025.104434 db/journals/cg/cg133.html#SilvaCSRNSO25 streams/journals/cg

Mateus Pinto da Silva Sabrina P. L. P. Correa Hugo N. Oliveira 0001 Ian Monteiro Nunes Jefersson A. dos Santos Data-Centric AI for Tropical Agricultural Mapping: Challenges, Strategies and Scalable Solutions. 2025 October abs/2510.16207 CoRR https://doi.org/10.48550/arXiv.2510.16207 db/journals/corr/corr2510.html#abs-2510-16207 streams/journals/corr

Ian Monteiro Nunes Hugo N. Oliveira 0001 Julio C. S. Reis Jefersson A. dos Santos Mariana Albuquerque Reynaud Schaefer Mateus Pinto da Silva