TH3.R10.2
IMPACT OF SYNTHETIC DATA ON DEEP LEARNING MODELS FOR EARTH OBSERVATION: PHOTOVOLTAIC PANEL DETECTION CASE STUDY
Enes Hisam, GMV, United Kingdom; Jesus Gimeno, University of Valencia, Spain; David Miraut, GMV, Spain; Manolo Pérez-Aixendri, Marcos Fernández, University of Valencia, Spain; Rossana Gini, Raúl Rodríguez, GMV, United Kingdom; Gabriele Meoni, European Space Agency, Italy; Dursun Zafer Seker, Istanbul Technical University, Türkiye
Session:
TH3.R10: The prospect of Remote Sensing Foundation Models: From Generation to Application (1/2) Oral
Track:
Community Contributed Themes
Location:
TBD
Presentation Time:
Thu, 13 Aug, 14:00 - 14:15
Session Co-Chairs:
Jing Ling, Guangdong University of Technology and Rui Liu,
Presentation
Discussion
Resources
No resources available.
Session TH3.R10
TH3.R10.1: ECOLOGICAL MAPPING WITH GEOSPATIAL FOUNDATION MODELS
Craig Mahlasi, Gciniwe Baloyi, Zaheed Gaffoor, Levente Klein, Anne Jones, Etienne Vos, Michal Muszynski, Geoffrey Dawson, Campbell Watson, International Business Machines, South Africa
TH3.R10.2: IMPACT OF SYNTHETIC DATA ON DEEP LEARNING MODELS FOR EARTH OBSERVATION: PHOTOVOLTAIC PANEL DETECTION CASE STUDY
Enes Hisam, GMV, United Kingdom; Jesus Gimeno, University of Valencia, Spain; David Miraut, GMV, Spain; Manolo Pérez-Aixendri, Marcos Fernández, University of Valencia, Spain; Rossana Gini, Raúl Rodríguez, GMV, United Kingdom; Gabriele Meoni, European Space Agency, Italy; Dursun Zafer Seker, Istanbul Technical University, Türkiye
TH3.R10.3: APPLYING A FRONTIER EARTH-OBSERVING FOUNDATION MODEL TO MONITOR THE BOREAL-TUNDRA VEGETATION GRADIENT IN ALASKA
Melanie Frost, Paul Montesano, NASA Goddard Space Flight Center, United States; Matthew Macander, Alaska Biological Research, Inc., United States; Jordan Caraballo-Vega, NASA Goddard Space Flight Center, United States; Gerald Frost, Alaska Biological Research, Inc., United States; Jian Li, Mark Carroll, NASA Goddard Space Flight Center, United States
TH3.R10.4: SatVision-Pix4D: Understanding the Impact of Stratification Strategies in Pretraining A Spatiotemporal Foundation Model for Cloud and Convection
Jordan Caraballo-Vega, Jie Gong, NASA Goddard Space Flight Center, United States; Jian Li, InuTeq, LLC, United States; Mark Carroll, NASA Goddard Space Flight Center, United States; Greg Elsaesser, Jingbo Wu, NASA Goddard Institute for Space Studies, United States; Leah Ding, American University, United States; Seneca Oehrle, Stephen Zhang, Sidh Jaddu, NASA Space Club Scholars, United States; Tyler Summers, Science and Technology Corp, United States; Dong Wu, NASA Goddard Space Flight Center, United States
TH3.R10.5: SPECTM: SPECTRAL TARGETED MASKING FOR TRUSTWORTHY FOUNDATION MODELS
Syed Usama Imtiaz, Mitra Nasr Azadani, Nasrin Alamdari, Florida State University, United States
Contacts