WE2.M2.2
3D-ABC: A FOUNDATION MODEL FOR GLOBAL TERRESTRIAL 3D ABOVE AND BELOW GROUND CARBON STOCK MAPPING
Guido Grosse, Josh Hashemi, Lona van Delden, Tillmann Lübker, Ingmar Nitze, Jens Strauss, Stefan Kruse, Ulrike Herzschuh, Alfred Wegener Institute Helmholtz Centre for Polar and Marine Research, Germany; Pedram Ghamisi, Peter Steinbach, Gunjan Joshi, Weikang Yu, Aldino Rizaldy, Richard Gloaguen, Helmholtz-Zentrum Dresden-Rossendorf, Germany; Gabriele Cavallaro, Ehsan Zandi, Rocco Sedona, Samy Hashim, Sayan Mandal, Forschungszentrum Jülich, Germany; Martin Herold, Qian Song, Simon Besnard, Mikhail Urbazaev, Mike Sips, Helmholtz Centre for Geosciences, Germany; Andreas Huth, Helmholtz Centre for Environmental Research, Germany; Irena Hajnsek, Matteo Pardini, German Aerospace Centre, Germany
Session:
WE2.M2: Earth Observation Foundation Models II Oral
Track:
Community-Contributed Sessions
Location:
Room M2
Presentation Time:
Wednesday, 6 August, 10:45 - 11:00
Session Co-Chairs:
Xiao Xiang Zhu, Technical University Munich and Guido Grosse, Alfred Wegener Institute Helmholtz Centre for Polar and Marine Research
Presentation
Discussion
Resources
No resources available.
Session WE2.M2
WE2.M2.1: GEO-BENCH-2.0: ADVANCING BENCHMARKING OF FOUNDATION MODELS FOR EARTH MONITORING
Naomi Simumba, IBM Research, Japan; Nils Lehmann, Zhitong Xiong, Technical University Munich, Germany; Hamed Alemohammad, Clark University, United States; Geeth De Mel, IBM Research, United Kingdom; Hannah Kerner, Arizona State University, United States; Salman Khan, Mohamed bin Zayed University of Artificial Intelligence, United Arab Emirates; Manil Maskey, NASA IMPACT, United States; Nicolas Longepe, ESA Φ-lab, Italy; Xiao Xiang Zhu, Technical University Munich, Germany; Paolo Fraccaro, Juan Bernabe-Moreno, IBM Research, United Kingdom; Alexander Lacoste, ServiceNow Research, Canada
WE2.M2.2: 3D-ABC: A FOUNDATION MODEL FOR GLOBAL TERRESTRIAL 3D ABOVE AND BELOW GROUND CARBON STOCK MAPPING
Guido Grosse, Josh Hashemi, Lona van Delden, Tillmann Lübker, Ingmar Nitze, Jens Strauss, Stefan Kruse, Ulrike Herzschuh, Alfred Wegener Institute Helmholtz Centre for Polar and Marine Research, Germany; Pedram Ghamisi, Peter Steinbach, Gunjan Joshi, Weikang Yu, Aldino Rizaldy, Richard Gloaguen, Helmholtz-Zentrum Dresden-Rossendorf, Germany; Gabriele Cavallaro, Ehsan Zandi, Rocco Sedona, Samy Hashim, Sayan Mandal, Forschungszentrum Jülich, Germany; Martin Herold, Qian Song, Simon Besnard, Mikhail Urbazaev, Mike Sips, Helmholtz Centre for Geosciences, Germany; Andreas Huth, Helmholtz Centre for Environmental Research, Germany; Irena Hajnsek, Matteo Pardini, German Aerospace Centre, Germany
WE2.M2.3: PRETRAIN, ADAPT, AND FINE-TUNE A SAR FOUNDATION MODEL FOR SEGMENTATION TASKS
Tsenjung Tai, Kenta Senzaki, Masato Toda, NEC Corporation, Japan
WE2.M2.4: CrossPatch: A Flexible Patch Embedding Strategy for Foundation Models in Remote Sensing
Xuyang Li, University of Chinese Academy of Science, China; Danfeng Hong, Chenyu Li, Chinese Academy of Science, China; Jocelyn Chanussot, Institut national de recherche en informatique et en automatique, France
WE2.M2.5: AGI for the Earth, the path, possibilities and how to evaluate intelligence of models that work with Earth Observation Data?
Mojtaba Valipour, Kelly Zheng, James Lowman, Spencer Szabados, Mike Gartner, Bobby Braswell, Hum.ai, Canada
Resources
No resources available.