TU5.V9.1: IMPROVING FREEZE/THAW ONSETS RETRIEVAL BY COMBINING SMAP AND AMSR2 BASED ON XGBOOST: A CASE STUDY IN ALASKA
Wen Zhong, Qiangqiang Yuan, Tingting Liu, Wuhan University, China; Linwei Yue, China University of Geosciences, China
TU5.V9.2: TRACKING RAPID PERMAFROST THAW THROUGH TIME: EXPLORING THE POTENTIAL OF CONVOLUTIONAL NEURAL NETWORK BASED MODELS
Felix Rustemeyer, Julia Barrott, Matthew Fielding, Stockholm Environment Institute, Netherlands; Adam Wickenden, Faculty Science Ltd, United Kingdom; Gustaf Hugelius, Stockholm University, Sweden; Alexia Briassouli, Maastricht University, Netherlands
TU5.V9.3: THE UNCERTAINTY IN INSAR-BASED ACTIVE LAYER SOIL WATER STORAGE ESTIMATES OVER THE ARCTIC FOOTHILLS
Yue Wu, Jingyi Chen, Michael O’Connor, Stephen B. Ferencz, M. Bayani Cardenas, University of Texas at Austin, United States; George W. Kling, University of Michigan, United States
TU5.V9.4: TANDEM-X AND SENTINEL-2: OPPORTUNITIES FOR INVESTIGATING RETROGRESSIVE THAW SLUMPS
Philipp Bernhard, ETH Zürich, Switzerland; Simon Zwieback, University of Alaska Fairbanks, United States; Irena Hajnsek, German Aerospace Center, Germany
