Elias Manos

Automated Detection of Retrogressive Thaw Slumps in the High Arctic Using High-Resolution Satellite Imagery

Chandi Witharana, M. R. Udawalpola, Anna Liljedahl et al. · Remote Sensing · 2022 · 40 citations · Full text

Natural Sciences, Earth Sciences, Geoinformatics +17

Convolutional Neural Networks for Automated Built Infrastructure Detection in the Arctic Using Sub-Meter Spatial Resolution Satellite Imagery

Elias Manos, Chandi Witharana, M. R. Udawalpola et al. · Remote Sensing · 2022 · 18 citations · Full text

Computing, Earth Sciences, Geoinformatics +16

Permafrost thaw-related infrastructure damage costs in Alaska are projected to double under medium and high emission scenarios

Elias Manos, Chandi Witharana, Anna Liljedahl · Communications Earth & Environment · 2025 · 13 citations · Full text

Natural Sciences, Geography, Geoinformatics +17

Hyperparameter Optimization for Large-Scale Remote Sensing Image Analysis Tasks: A Case Study Based on Permafrost Landform Detection Using Deep Learning

Amal Shehan Perera, Chandi Witharana, Elias Manos et al. · IEEE Access · 2024 · 12 citations · Full text

Computing, Earth Sciences, Geoinformatics +17

The capillaries of the Arctic tundra

Anna Liljedahl, Chandi Witharana, Elias Manos · Nature Water · 2024 · 12 citations

Engineering, Marine Biology, Marine Sciences +9