2 papers
cs.CV2025
Fine-Scale Soil Mapping in Alaska with Multimodal Machine Learning
Yijun Lin, Theresa Chen, Colby Brungard +6
Fine-scale soil mapping in Alaska, traditionally relying on fieldwork and localized simulations, remains a critical yet underdeveloped task, despite the region's ecological importa…
physics.geo-ph2017
Soil Property and Class Maps of the Conterminous US at 100 meter Spatial Resolution based on a Compilation of National Soil Point Observations and Machine Learning
Amanda Ramcharan, Tomislav Hengl, Travis Nauman +4
With growing concern for the depletion of soil resources, conventional soil data must be updated to support spatially explicit human-landscape models. Three US soil point datasetsw…