WE1.R1.2

Integrating Physical Modeling and Machine Learning for Sentinel-1 Backscatter Simulation Over Winter Wheat in Semi-Arid Morocco

Safaa Bouljihel, Jamal Ezzahar, LMFE, Faculty of sciences SEMLALIA, Morocco; Mohamed Abdelbaki, TIM, ENSA Marrakech, Cadi Ayyad University (UCA), Morocco; Salah Er-Raki, Nadia Ouaadi, CRSA, Centre for Remote Sensing Applications, Mohammed VI Polytechnic University (UM6P),, Morocco; Saïd Khabba, Hiba Ait Ben Ahmed, LMFE, Faculty of sciences SEMLALIA, Morocco; Abdelghani Chehbouni, CRSA, Centre for Remote Sensing Applications, Mohammed VI Polytechnic University (UM6P),, Morocco
Session:
WE1.R1: Vegetation Monitoring & Biophysical Processes Oral
Track:
Agriculture
Location:
JASMIN
Presentation Time:
Wed, 22 Apr, 11:30 - 11:45 Morocco Time (UTC +1)
Wed, 22 Apr, 19:30 - 19:45 Japan Time (UTC +9)
Wed, 22 Apr, 10:30 - 10:45 UTC
Wed, 22 Apr, 06:30 - 06:45 New York Time (UTC -4)
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Session WE1.R1
WE1.R1.1: LEAF CHLOROPHYLL CONTENT RETRIEVAL FROM SENTINEL 2 DATA: EMPIRICAL VERSUS PHYSICALLY BASED PROSAIL INVERSION
Ayoub Medkour, Nadia Ouaadi, Abdelaziz Mouhou, Jamal Elfarkh, Bouchra Ait Hssaine, Mohammed Jabbari, Zoubair Rafi, Abdelghani Chehbouni, Mohammed VI Polytechnic University, Morocco
WE1.R1.2: Integrating Physical Modeling and Machine Learning for Sentinel-1 Backscatter Simulation Over Winter Wheat in Semi-Arid Morocco
Safaa Bouljihel, Jamal Ezzahar, LMFE, Faculty of sciences SEMLALIA, Morocco; Mohamed Abdelbaki, TIM, ENSA Marrakech, Cadi Ayyad University (UCA), Morocco; Salah Er-Raki, Nadia Ouaadi, CRSA, Centre for Remote Sensing Applications, Mohammed VI Polytechnic University (UM6P),, Morocco; Saïd Khabba, Hiba Ait Ben Ahmed, LMFE, Faculty of sciences SEMLALIA, Morocco; Abdelghani Chehbouni, CRSA, Centre for Remote Sensing Applications, Mohammed VI Polytechnic University (UM6P),, Morocco
WE1.R1.3: EVALUATING THE REPRESENTATIVENESS OF EDDY COVARIANCE FOOTPRINTS FOR STAND-LEVEL TRASNPIRATION IN SEMI-ARID ALEPPO PINE FOREST
Rocío Arquero-Escañuela, Eva Rubio, Wafa Chebbi, Francisco Antonio García Morote, Manuela Andrés-Abellán, José Joaquín Téllez-Sánchez, Marta Isabel Picazo-Córdoba, Francisco Ramón López Serrano, University of Castilla-La Mancha, Spain
WE1.R1.4: A CHANGE-DETECTION APPROACH USING GOOGLE EARTH ENGINE TO MONITOR THE LOSS OF HISTORICALLY-SIGNIFICANT SUSTAINABLE TRADITIONAL OASIS AGRICULTURE
Louise Rayne, Newcastle University, United Kingdom; Francesca Cigna, National Research Council (CNR), Italy; Deodato Tapete, Italian Space Agency (ASI), Italy; Michael Rogerson, Northumbria University, United Kingdom; Michelle de Gruchy, UNOSAT, Switzerland; Yassine Brahim, Université Mohammed VI Polytechnique, Morocco; Jaafar Jotheri, University of Al-Qadisiyah, United Kingdom; Tim Kinnaird, University of St Andrews, United Kingdom; Jen Makovics, Hope Irvine, Newcastle University, United Kingdom; Lisa-Marie Shillito, Durham University, United Kingdom
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