NItze, I., K. Heidler, S. Barth, and G. Grosse, 2021: Developing and Testing a Deep Learning Approach for Mapping Retrogressive Thaw Slumps, Remote Sensing, 13(21), https://doi.org/10.3390/rs13214294

NItze, I., S.W. Cooley, C.R. Duguay, B.M. Jones, and G. Grosse, 2020: The catastrophic thermokarst lake drainage events of 2018 in northwestern Alaska: fast-forward into the future, The Cryosphere, 14(12), https://doi.org/10.5194/tc-14-4279-2020

Manos, E., C. Witharana, M.R. Udawalpola, A. Hasan, and A.K. Liljedahl, 2022: Convolutional Neural Networks for Automated Built Infrastructure Detection in the Arctic Using Sub-Meter Spatial Resolution Satellite Imagery, Remote Sensing, 14(11), https://doi.org/10.3390/rs14112719

Manos, E., C. Witharana, A.S. Perera, and A.K. Liljedahl, 2023: A multi-objective comparison of CNN architectures in Arctic human-built infrastructure mapping from sub-meter resolution satellite imagery, International Journal of Remote Sensing, 44(24):7670-7705, https://doi.org/10.1080/01431161.2023.2287563

Li, W., C.-Y. Hsu, S. Wang, C. Witharana, and A. Liljedahl, 2022: Real-time GeoAI for high-resolution mapping and segmentation of arctic permafrost features: the case of ice-wedge polygons, GeoAI '22: Proceedings of the 5th ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery, p.62-65, https://doi.org/10.1145/3557918.3565869

Klein, K.P., H. Lantuit, B. Heim, D. Doxaran, B. Juhls, I. Nitze, D. Walch, A. Poste, and J. E. Søreide, 2021: The Arctic Nearshore Turbidity Algorithm (ANTA) - A multi sensor turbidity algorithm for Arctic nearshore environments, Science of Remote Sensing, 4, https://doi.org/10.1016/j.srs.2021.100036

Karjalainen, O., M. Luoto, J. Aalto, B. Etzelmüller, G. Grosse, B.M. Jones, K.S. Lilleøren, and J. Hjort, 2020: High potential for loss of permafrost landforms in a changing climate, Environmental Research Letters, 15(10), https://doi.org/10.1088/1748-9326/abafd5

Jones, B.M., S.S. Tessier, T. Tessier, M. Brubaker, M. Brook, J. Schaeffer, M.K. Ward Jones, G. Grosse, I. Nitze, T. Rettelbach, S. Zavoico, J.A. Clark, and K.D. Tape, 2023: Integrating local environmental observations and remote sensing to better understand the life cycle of a thermokarst lake in Arctic Alaska, Arctic, Antarctic, and Alpine Research, 55(1), https://doi.org/10.1080/15230430.2023.2195518

Heidler, K., I. Nitze, G. Grosse, and X.X. Zhu, 2024: PixelDINO: Semi-Supervised Semantic Segmentation for Detecting Permafrost Disturbances in the Arctic, IEEE Transactions on Geoscience and Remote Sensing, 62:1-12, https://doi.org/10.1109/TGRS.2024.3448294

Hasan, A., M. Udawalpola, A. Liljedahl, and C. Witharana, 2022: Use of Commercial Satellite Imagery to Monitor Changing Arctic Polygonal Tundra, American Society for Photogrammetry and Remote Sensing, 88(4):255-262, https://doi.org/10.14358/PERS.21-00061R2

 

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