TH2.R1.2: Remote Sensing–Based Mapping and Assessment of Geomorphological Viewpoint Geosites for Geo-Education in Arid Landscapes: Zagora Region (SE Morocco)
Soukaina Lahmidi, Geosciences, Water and Environment Laboratory, Faculty of Sciences, University Mohamed V in Rabat, Morocco; Ayoub El Adnani, Marine Geosciences and Soil Sciences Laboratory LGMSS-URAC 45, Faculty of Sciences, Chouaïb Doukkali University, Morocco; Abdelouahed Lagnaoui, Interdisciplinary Research Laboratory in Sciences, Education and Training, Higher School of Education and Training Berrechid (ESEFB), Hassan First University / 4Laboratory of Stratigraphy of Oil-and-Gas Bearing Reservoirs, Department of Paleontology and Stratigraphy, Institute of Geology and Petroleum Technologies, Kazan (Volga Region) Federal University, Morocco; Tarik Bahaj, Geosciences, Water and Environment Laboratory, Faculty of Sciences, University Mohamed V in Rabat, Morocco; Adnane Habib, ESIM, Polydisciplinary Faculty of Sidi Bennour, Chouaïb Doukkali University, Morocco
TH2.R1.3: 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
TH2.R1.4: Geo-Enriched Remote Sensing Image Captioning and Agentic Scene Reasoning with OpenStreetMap Integration
Mohammed Alruqimi, Alessio Pierdominici, Riccardo Ricci, Farid Melgani, University of Trento, Italy
TH2.R1.5: AN IMPROVED APPROXIMATION OF THE REFRACTION POINT AT THE AIR/SOIL INTERFACE FOR GPR
Yasaman Momeni, École normale supérieure Paris-Saclay (ENS Paris-Saclay), France; H. K. Williams Kouassi, University Paris-Nanterre, France; Franck Daout, Philippe Forster, École normale supérieure Paris-Saclay (ENS Paris-Saclay), France
TH2.R1.6: GEOSPATIAL MONITORING OF THE WATER–ENERGY–FOOD NEXUS IN NORTH-WESTERN MOROCCO USING REMOTE SENSING
Abir Habib, Youssef Houali, Chouaib Doukkali University, Morocco; Yassine Labbassi, University of Twente, Netherlands; Yassine Labbassi, Hassan II University, Morocco; Kamal Labbassi, Chouaib Doukkali University, Morocco
TH2.R1.7: EVALUATION OF ERA5 AND SM2RAIN-ASCAT PRECIPITATION DATASETS FOR DROUGHT MONITORING IN MOROCCO
Said EL GOUMI, Mustapha NAMOUS, Abdenbi ELALOUI, Samira KRIMISSA, Data Science for Sustainable Earth Lab. (Data4Earth), Sultan Moulay Slimane Univ., Beni Mellal, Morocco, Morocco; Nasem Badreldin, Dept. of Soil Science, University of Manitoba, 13 Freedman Crescent, Winnipeg, MB, Canada, Canada; Oussama Nait-Taleb, Hasnaa Chouidda, Rachida GUENDOUR, Data Science for Sustainable Earth Lab. (Data4Earth), Sultan Moulay Slimane Univ., Beni Mellal, Morocco, Morocco; Nafia ELALAOUY, Geosciences Lab., Faculty of Sciences Semlalia, Cadi Ayyad University, Marrakech, Morocco, Morocco; ElHoussaine BOURAS, Center for Remote Sensing Application (CRSA), CAES, Mohammed VI Polytechnic Univ., Ben Guerir, Morocco, Morocco
TH2.R1.8: Assessing the potential of Soil Moisture Variability as an Indicator of Water Resource Dynamics in Basilicata, Southern Italy
Teodosio Lacava, Institute of Methodologies for Environmental Monitoring (IMAA), National Research Council (CNR), Italy; Beniamino Onorati, University of Basilicata, Italy; Antonio Satriani, Institute of Methodologies for Environmental Monitoring (IMAA), National Research Council (CNR), Italy; Binh Pham-Duc, University of Science and Technology of Hanoi, Vietnam Academy of Science and Technology, Viet Nam; Raffaele Albano, University of Basilicata, Italy
TH2.R1.9: EXPLAINABLE ENSEMBLE LEARNING FRAMEWORK FOR SURFACE SOIL MOISTURE RETRIEVAL IN SUNFLOWER FIELDS USING SENTINEL-1 SAR AND SENTINEL-2 FUSION
Muzaffer Can Iban, Mersin University, Türkiye; Omer Gokberk Narin, Afyon Kocatepe University, Türkiye; Aliihsan Sekertekin, Igdir University, Türkiye; Caglar Bayik, Zonguldak Bulent Ecevit University, Türkiye; Fusun Balik Sanli, Yildiz Technical University, Türkiye; Saygin Abdikan, Hacettepe University, Türkiye
TH2.R1.10: CLOUD-BASED SUB-PIXEL RANGELAND MONITORING USING SPECTRAL MIXTURE ANALYSIS AND NDFI IN GOOGLE EARTH ENGINE
HAMDI ZURQANI, University of Arkansas, United States; Abdulsalam Al-Bukhari, Mhi Eldin M. Alkhboli, University of Omar Al-Mukhtar, Libya
TH2.R1.11: OPTIMAL AREA OF INTEREST SIZE FOR CONTEXTUAL MODEL FOR ET ESTIMATION IN A SEMI-ARID BASIN
HAMZA BARGUACHE, Jamal Ezzahar, LMFE, Faculty of Sciences Semlalia, Cadi Ayyad university (UCA), Morocco, Morocco; Jamal Elfarkh, CRSA, Centre for Remote Sensing, UM6P, Benguerir, Morocco, Morocco; Said Khabba, LMFE, Faculty of Sciences Semlalia, Cadi Ayyad university (UCA), Morocco, Morocco; salah Er-Raki, ProcEDE/ Agrobiotec Center, Faculty of Sciences and Techniques Cadi Ayyad university (UCA), Morocco, Morocco; valerie Le Dantec, CESBIO, Centre d’Etudes Spatiales de la Biosphère, Toulouse, France, France; Mohamed Hakim Kharrou, CRSA, Centre for Remote Sensing, UM6P, Benguerir, Morocco, Morocco; Ghizlane Aouade, LMI TREMA, Faculty of Sciences Semlalia, Cadi Ayyad university (UCA), Morocco, Morocco; Abdelghani Chehbouni, CRSA, Centre for Remote Sensing, UM6P, Benguerir, Morocco, Morocco
TH2.R1.12: INTEGRATING SPECTRAL ATTENTION AND MULTIMODAL EMBEDDINGS FOR ENHANCED WINTER CEREALS MAPPING
Mohamed Bourriz, Center for Remote Sensing Applications (CRSA), Morocco; Walid Elbarz, Analytics Lab (A-Lab), Morocco; Ahmed Laamrani, Nadir El Bouanani, Center for Remote Sensing Applications (CRSA), Morocco; François Bourzeix, Analytics Lab (A-Lab), Morocco; Abdelghani Chehbouni, Center for Remote Sensing Applications (CRSA), Morocco
