chandi witharana
University of Connecticut
H-index: 16
North America-United States
Top articles of chandi witharana
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Segment Anything Model Can Not Segment Anything: Assessing AI Foundation Model’s Generalizability in Permafrost Mapping | Remote Sensing | Wenwen Li Chia-Yu Hsu Sizhe Wang Yezhou Yang Hyunho Lee | 2024/1 |
A labeling intercomparison of retrogressive thaw slumps by a diverse group of domain experts | Ingmar Nitze Jurjen van der Sluijs Sophia Barth Philipp Bernhard Lingcao Huang | 2024/4/5 | |
Hyperparameter Optimization for Large-Scale Remote Sensing Image Analysis Tasks: A Case Study Based on Permafrost Landform Detection Using Deep Learning | IEEE Access | Amal S Perera Chandi Witharana Elias Manos Anna K Liljedahl | 2024/3/18 |
ARTS: a scalable data set for Arctic Retrogressive Thaw Slumps | Yili Yang Heidi Rodenhizer Brendan M Rogers Jacqueline Dean Ridhima Singh | 2024/3/7 | |
Can Plot-Level Photographs Accurately Estimate Tundra Vegetation Cover in Northern Alaska? | Remote Sensing | Hana L Sellers Sergio A Vargas Zesati Sarah C Elmendorf Alexandra Locher Steven F Oberbauer | 2023/4/8 |
Ice-wedge polygon detection in satellite imagery from pan-Arctic regions, Permafrost Discovery Gateway, 2001-2021 | Chandi Witharana Mahendra R Udawalpola Amal S Perera Amit Hasan Elias Manos | 2023/1 | |
A multi-objective comparison of CNN architectures in Arctic human-built infrastructure mapping from sub-meter resolution satellite imagery | International Journal of Remote Sensing | Elias Manos Chandi Witharana Amal S Perera Anna K Liljedahl | 2023/12/17 |
Reply to: Detecting long-term Arctic surface water changes | Nature Climate Change | Elizabeth E Webb Anna K Liljedahl Michael M Loranty Chandi Witharana Jeremy W Lichstein | 2023/11 |
Modeling the impact of local environmental variables on tree-related power outages along distribution powerlines | Electric Power Systems Research | Harshana Wedagedara Chandi Witharana Robert Fahey Diego Cerrai Durga Joshi | 2023/8/1 |
Real-time GeoAI for High-resolution Mapping and Segmentation of Arctic Permafrost Features | arXiv preprint arXiv:2306.05341 | Wenwen Li Chia-Yu Hsu Sizhe Wang Chandi Witharana Anna Liljedahl | 2023/6/8 |
Detection of Clouds in Medium-Resolution Satellite Imagery Using Deep Convolutional Neural Nets | The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences | Amit Hasan Chandi Witharana Mahendra R Udawalpola Anna K Liljedahl | 2022/7/25 |
Rapid transformation of tundra ecosystems from ice-wedge degradation | Global and Planetary Change | MT Jorgenson MZ Kanevskiy JC Jorgenson A Liljedahl Y Shur | 2022/9/1 |
Understanding Permafrost Landscape Evolution: Ice-Wedge Trough Network Change Detection from Historical Aerial Imagery using Convolutional Neural Networks and Graph Analysis | AGU Fall Meeting Abstracts | Elias Manos Chandi Witharana Benjamin M Jones Melissa Ward Jones Anna K Liljedahl | 2022/12 |
An Optimal GeoAI Workflow for Pan-Arctic Permafrost Feature Detection from High-Resolution Satellite Imagery | Photogrammetric Engineering & Remote Sensing | Mahendra R Udawalpola Amit Hasan Anna Liljedahl Aiman Soliman Jeffrey Terstriep | 2022/3/1 |
Convolutional neural networks for automated built infrastructure detection in the arctic using sub-meter spatial resolution satellite imagery | Remote Sensing | Elias Manos Chandi Witharana Mahendra Rajitha Udawalpola Amit Hasan Anna K Liljedahl | 2022/6/6 |
Automated detection of retrogressive thaw slumps in the high Arctic using high-resolution satellite imagery | Remote Sensing | Chandi Witharana Mahendra R Udawalpola Anna K Liljedahl Melissa K Ward Jones Benjamin M Jones | 2022/8/23 |
Big Imagery in Action: The First Pan-Arctic Ice-wedge Polygon Map | AGU Fall Meeting Abstracts | Chandi Witharana Rajitha Udawalpola Amit Hasan Anna K Liljedahl Kenton McHenry | 2022/12 |
Circumpolar observations of thermokarst pool expansion in high-resolution satellite imagery | Charles Joseph Abolt Adam Lee Atchley Dylan Robert Harp Anna Liljedahl MT Jorgenson | 2022/1/28 | |
Classifying and georeferencing indoor point clouds with ArcGIS | Photogrammetric Engineering & Remote Sensing | Jason R Parent Chandi Witharana Michael Bradley | 2022/6/1 |
Geospatial modeling of roadside vegetation risk on distribution power lines in Connecticut | The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences | H Wedegedara C Witharana D Joshi D Cerrai R Fahey | 2022/7/25 |
