Technical Program: Paper Detail || IEEE IGARSS 2024 || Athens, Greece || 7

WE4.R11.4

Towards Global Crop Maps with Transfer Learning

Alkiviadis Koukos, National Observatory of Athens | DHI, Denmark; Hyun-Woo Jo, Korea University, Korea (South); Vasileios Sitokonstantinou, Universitat de Valencia, Greece; Ilias Tsoumas, Charalampos Kontoes, National Observatory of Athens / Beyond Centre of EO Research & Satellite Remote Sensing, Greece; Woo-Kyun Lee, Korea University, Korea (South)

Session:

WE4.R11: Causality and Machine Learning for Sustainable Agriculture and Food Security Oral

Location:

MC 3.2

Presentation Time:

Wed, 10 Jul, 18:02 - 18:16

Session Co-Chairs:

Mihai Ivanovici, Transilvania University of Brasov and Ilias Tsoumas, National Observatory of Athens / Beyond Centre of EO Research & Satellite Remote Sensing and Vasileios Sitokonstantinou, Universitat de Valencia

Session WE4.R11

WE4.R11.1: SEMANTIC SEGMENTATION OF COFFEE PLANTATIONS FROM SENTINEL-2 TIME SERIES

Jan Pisl, Gaston Lenczner, EPFL, Switzerland; Frank de Morsier, Picterra, Switzerland; Devis Tuia, EPFL, Switzerland

WE4.R11.2: STATISTICAL INFERENCE BASED ON SENTINEL-2 AND IN SITU NDVI MEASUREMENTS USING MONTE CARLO SAMPLING

Mihai Ivanovici, Corneliu Florea, Artur Kazak, Transilvania University of Brasov, Romania

WE4.R11.3: MACHINE LEARNING-BASED CLASSIFICATION OF SENTINEL-1 BACKSCATTERING COEFFICIENTS USING GENERATED PLANT SCHEMATICS

Kamal Marandskiy, Mihai Ivanovici, Stefan Popa, Transilvania University of Brasov, Romania

WE4.R11.4: Towards Global Crop Maps with Transfer Learning

WE4.R11.5: YIELD FORECASTING FOR ALMOND ORCHARDS WITH PLANETSCOPE SATELLITE IMAGERY AND DEEP LEARNING

Yufang Jin, Minmeng Tang, University of California, United States

WE4.R11.6: ASSESSING THE CAUSAL IMPACT OF HUMANITARIAN AID ON FOOD SECURITY

Jordi Cerdà-Bautista, José María Tárraga, Vasileios Sitokonstantinou, Gustau Camps-Valls, University of Valencia, Spain