Technical Program: Paper Detail || IEEE IGARSS 2023 || Pasadena, California, USA || 16

FR2.R16.1

DEEP LEARNING ESTIMATION OF NORTHERN HEMISPHERE SOIL FREEZE/THAW DYNAMICS USING SMAP AND AMSR2 BRIGHTNESS TEMPERATURES

John S. Kimball, Kellen Donahue, Jinyang Du, University of Montana, United States; Andreas Colliander, Jet Propulsion Laboratory, California Institute of Technology, United States; Youngwook Kim, United Arab Emirates University, United Arab Emirates

Session:

FR2.R16: Permafrost Observations Oral

Location:

Room 207

Presentation Time:

Fri, 21 Jul, 10:15 - 10:27 Pacific Time (UTC -7)

Session Chair:

Xiaolan Xu, JPL

Session Manager:

Shankho Subhra Pal

Session FR2.R16

FR2.R16.1: DEEP LEARNING ESTIMATION OF NORTHERN HEMISPHERE SOIL FREEZE/THAW DYNAMICS USING SMAP AND AMSR2 BRIGHTNESS TEMPERATURES

FR2.R16.2: SMOS SOIL FREEZE AND THAW PRODUCT FOR GLOBAL HIGH LATITUDE APPLICATIONS

Kimmo Rautiainen, Manu Holmberg, Mwaba Hiltunen, Pinja Venäläinen, Cemal Melih Tanis, Tuula Aalto, Aki Tsuruta, Maria Tenkanen, Sara Hyvärinen, Anttoni Erkkilä, Juha Lemmetyinen, Finnish Meteorological Institute, Finland

FR2.R16.3: ESTABLISHING RELATIONSHIPS BETWEEN ORGANIC CARBON STORAGE, SOIL WATER CONTENT, AND VEGETATION COVER WITH FREEZE-THAW DEFORMATION IN THE ARCTIC

Yue Wu, Jingyi Chen, M. Bayani Cardenas, University of Texas at Austin, China; George W. Kling, University of Michigan, United States

FR2.R16.4: ROCK GLACIER KINEMATIC MONITORING USING THE MT-INSAR METHOD WITH HIGH-RESOLUTION RADARSAT-2 IMAGES

Xuefei Zhang, Ministry of Natural Resources, China; Min Feng, Chinese Academy of Sciences, China; Tao Li, Xiang Zhang, Ministry of Natural Resources, China

FR2.R16.5: DECADAL EVOLUTION OF RETROGRESSIVE THAW SLUMPS RETRIEVED FROM LANDSAT IMAGERY VIA HEATMAP REGRESSION: A CASE STUDY OF THE BEILUHE REGION IN CENTRAL TIBET

Zhuoyi Zhao, Zhuoxuan Xia, Lin Liu, The Chinese University of Hong Kong, Hong Kong SAR China