3 papers
cs.CV2025
DIGMAPPER: A Modular System for Automated Geologic Map Digitization
Weiwei Duan, Michael P. Gerlek, Steven N. Minton +8
Historical geologic maps contain rich geospatial information, such as rock units, faults, folds, and bedding planes, that is critical for assessing mineral resources essential to r…
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…
cs.CV2024
MiTREE: Multi-input Transformer Ecoregion Encoder for Species Distribution Modelling
Theresa Chen, Yao-Yi Chiang
Climate change poses an extreme threat to biodiversity, making it imperative to efficiently model the geographical range of different species. The availability of large-scale remot…