2 papers
cs.LG2025
LimeSoDa: A Dataset Collection for Benchmarking of Machine Learning Regressors in Digital Soil Mapping
J. Schmidinger, S. Vogel, V. Barkov +33
Digital soil mapping (DSM) relies on a broad pool of statistical methods, yet determining the optimal method for a given context remains challenging and contentious. Benchmarking s…
cs.CV2024
Individual mapping of large polymorphic shrubs in high mountains using satellite images and deep learning
Rohaifa Khaldi, Siham Tabik, Sergio Puertas-Ruiz +4
Monitoring the distribution and size of long-living large shrubs, such as junipers, is crucial for assessing the long-term impacts of global change on high-mountain ecosystems. Whi…