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2025	Application of Artificial Intelligence in Ecosystem Services Research: Current Status, Challenges, and Prospects Contemporary Problems of Ecology Huiqing Han, Xiaosong Yuan, Yingjia Zhang, Yuanju Jian
2025	Mapping fractional vegetation cover in UAS RGB and multispectral imagery in semi-arid Australian ecosystems using CNN-based semantic segmentation Landscape Ecology Laura N. Sotomayor, Arko Lucieer, Darren Turner, Megan Lewis, Teja Kattenborn
2025	OpenForest: a data catalog for machine learning in forest monitoring Environmental Data Science Arthur Ouaknine, Teja Kattenborn, Etienne Laliberté, David Rolnick
2025	Convolutional neural network models with low spatial variability hamper the transfer learning process Neural Computing and Applications Alejandra Bravo-Diaz, Sebastián Moreno, Javier Lopatin
2025	Automated mask generation in citizen science smartphone photos and their value for mapping plant species in drone imagery Biogeosciences Salim Soltani, Lauren E. Gillespie, Moises Exposito-Alonso, Olga Ferlian, Nico Eisenhauer, Hannes Feilhauer, Teja Kattenborn
2024	From simple labels to semantic image segmentation: leveraging citizen science plant photographs for tree species mapping in drone imagery Biogeosciences Salim Soltani, Olga Ferlian, Nico Eisenhauer, Hannes Feilhauer, Teja Kattenborn
2024	Evaluating the ability of convolutional neural networks for transfer learning in Pinus radiata cover predictions Ecological Informatics A. Bravo-Diaz, S. Moreno, J. Lopatin
2023	Deep learning–based radiomic nomograms for predicting Ki67 expression in prostate cancer BMC Cancer Shuitang Deng, Jingfeng Ding, Hui Wang, Guoqun Mao, Jing Sun, Jinwen Hu, Xiandi Zhu, Yougen Cheng, Genghuan Ni, Weiqun Ao
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