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Discharge at Jarvis Creek, Interior Alaska, 2013-2016

by Anna K. Liljedahl
Published 2017

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Glacier's effects in terrestrial sub-Arctic hydrology, 2014-2017

by Anna K. Liljedahl, Tiffany Gatesman
Published 2017

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Glacier's effects in terrestrial sub-Arctic hydrology, 2014-2017

by Anna K. Liljedahl, Tiffany Gatesman
Published 2017

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Glacier's effects in terrestial sub-Arctic hydrology, 2014-2016

by Anna K. Liljedahl, Tiffany Gatesman
Published 2017

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Glacier's effects in terrestrial sub-Arctic hydrology, 2014-2017

by Anna K. Liljedahl, Tiffany Gatesman
Published 2017

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Discharge at Jarvis Creek, Interior Alaska, 2014-2016

by Anna K. Liljedahl, Tiffany Gatesman
Published 2017

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7

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

by Amal S. Perera, Chandi Witharana, Elias Manos, Anna K. Liljedahl
Published in IEEE Access (2024)

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8

Deep Convolutional Neural Networks for Automated Characterization of Arctic Ice-Wedge Polygons in Very High Spatial Resolution Aerial Imagery

by Weixing Zhang, Chandi Witharana, Anna K. Liljedahl, Mikhail Kanevskiy
Published in Remote Sensing (2018)

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Use of Very High Spatial Resolution Commercial Satellite Imagery and Deep Learning to Automatically Map Ice-Wedge Polygons across Tundra Vegetation Types

by Md Abul Ehsan Bhuiyan, Chandi Witharana, Anna K. Liljedahl
Published in Journal of Imaging (2020)

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10

Deep Convolutional Neural Networks for Automated Characterization of Arctic Ice-Wedge Polygons in Very High Spatial Resolution Aerial Imagery

by Weixing Zhang, Chandi Witharana, Anna K. Liljedahl, Mikhail Kanevskiy
Published in Remote Sensing (2018)

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Use of Very High Spatial Resolution Commercial Satellite Imagery and Deep Learning to Automatically Map Ice-Wedge Polygons across Tundra Vegetation Types

by Md Abul Ehsan Bhuiyan, Chandi Witharana, Anna K. Liljedahl
Published in Journal of Imaging (2020)

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12

Site environmental, climate, water levels and temperatures, vegetation cover, and GIS change detection for assessing permafrost change in fens on the Tanana Flats, central Alaska

by Mark Torre Jorgenson, Thomas A Douglas, Anna K. Liljedahl
Published 2020

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13

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

by Elias Manos, Chandi Witharana, Mahendra Rajitha Udawalpola, Amit Hasan, Anna K. Liljedahl
Published in Remote Sensing (2022)

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14

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

by Elias Manos, Chandi Witharana, Mahendra Rajitha Udawalpola, Amit Hasan, Anna K. Liljedahl
Published in Remote Sensing (2022)

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15

The Polar WRF Downscaled Historical and Projected Twenty-First Century Climate for the Coast and Foothills of Arctic Alaska

by Lei Cai, Vladimir A. Alexeev, Christopher D. Arp, Benjamin M. Jones, Anna K. Liljedahl, Anne Gädeke
Published in Frontiers in Earth Science (2018)

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16

Transferability of the Deep Learning Mask R-CNN Model for Automated Mapping of Ice-Wedge Polygons in High-Resolution Satellite and UAV Images

by Weixing Zhang, Anna K. Liljedahl, Mikhail Kanevskiy, Howard E. Epstein, Benjamin M. Jones, M. Torre Jorgenson, Kelcy Kent
Published in Remote Sensing (2020)

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17

Transferability of the Deep Learning Mask R-CNN Model for Automated Mapping of Ice-Wedge Polygons in High-Resolution Satellite and UAV Images

by Weixing Zhang, Anna K. Liljedahl, Mikhail Kanevskiy, Howard E. Epstein, Benjamin M. Jones, M. Torre Jorgenson, Kelcy Kent
Published in Remote Sensing (2020)

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18

Regional Patterns and Asynchronous Onset of Ice-Wedge Degradation since the Mid-20th Century in Arctic Alaska

by Gerald V. Frost, Tracy Christopherson, M. Torre Jorgenson, Anna K. Liljedahl, Matthew J. Macander, Donald A. Walker, Aaron F. Wells
Published in Remote Sensing (2018)

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19

Regional Patterns and Asynchronous Onset of Ice-Wedge Degradation since the Mid-20th Century in Arctic Alaska

by Gerald V. Frost, Tracy Christopherson, M. Torre Jorgenson, Anna K. Liljedahl, Matthew J. Macander, Donald A. Walker, Aaron F. Wells
Published in Remote Sensing (2018)

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20

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

by Chandi Witharana, Mahendra R. Udawalpola, Anna K. Liljedahl, Melissa K. Ward Jones, Benjamin M. Jones, Amit Hasan, Durga Joshi, Elias Manos
Published in Remote Sensing (2022)

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