TH3.R1.5

Mapping areas vulnerable to water erosion using remote sensing and machine learning

OUSSAMA NAIT-TALEB, Mostafa Bimouhen, Said El Goumi, Hasnaa Chouidda, Rachida Guendour, Maryem Ismaili, Ismail Karaoui, Samira Krimissa, Mustapha Namous, Abdenbi Elaloui, USMS, Morocco
Session:
TH3.R1: Environmental & Hazard Monitoring Oral
Track:
Data Analysis Methods
Location:
JASMIN
Presentation Time:
Thu, 23 Apr, 12:00 - 12:15 Morocco Time (UTC +1)
Thu, 23 Apr, 20:00 - 20:15 Japan Time (UTC +9)
Thu, 23 Apr, 11:00 - 11:15 UTC
Thu, 23 Apr, 07:00 - 07:15 New York Time (UTC -4)
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Session TH3.R1
TH3.R1.1: Enhancing Flood Mapping Using Integrated SAR and Optical Image Fusion with U-Net++
Elaheh Ebrahimi, Tehran, Iran; Saeid Homayouni, Institut national de la recherche scientifique, Canada; Nasehe Jamshipour, University of Tehran, Iran
TH3.R1.2: SITE-DEPENDENT PERFORMANCE OF SPECTRAL INDICES AND MACHINE LEARNING FOR FLOOD DETECTION IN MEDITERRANEAN KARST POLJES
Haytham Ali, Istanbul university, Türkiye; Emre Elbasi, Nevşehir Hacı Bektaş Veli University, Türkiye; Cihan Bayrakdar, Istanbul university, Türkiye; Anas Awad, Institute Technology Bandung, Indonesia
TH3.R1.3: ENHANCING FRACTIONAL SNOW COVER ESTIMATION FROM MODIS NDSI USING MACHINE LEARNING AND DEEP LEARNING FOR CLIMATE-RESILIENT WATER RESOURCE MANAGEMENT IN THE MOROCCAN ATLAS MOUNTAINS
Mostafa Bousbaa, Mohammed VI Polytechnic University, Morocco; Abdelghani Boudhar, Cadi Ayyad University, Morocco; Haytam Elyoussfi, Oumaima Kaissi, Abdelghani Chehbouni, Mohammed VI Polytechnic University, Morocco
TH3.R1.4: CORRELATION BETWEEN CO-SEISMIC DEFORMATION AND SUBSIDENCE BESIDE THE EPICENTRAL AREA OF AL HAOUZ 2023 EARTHQUAKE (MOROCCO) USING INSAR TIME-SERIES ANALYSIS: PRELIMINARY RESULTS
Hafid Ouammou, Abdelilah Tahayt, Faculty of sciences and techniques Tangier, Morocco; Hua Wang, College of Natural Resources and Environment, South China Agricultural University, China; Hamza Akka, Faculty of sciences and techniques Tangier, Morocco
TH3.R1.5: Mapping areas vulnerable to water erosion using remote sensing and machine learning
OUSSAMA NAIT-TALEB, Mostafa Bimouhen, Said El Goumi, Hasnaa Chouidda, Rachida Guendour, Maryem Ismaili, Ismail Karaoui, Samira Krimissa, Mustapha Namous, Abdenbi Elaloui, USMS, Morocco
TH3.R1.6: Towards Developing Risk Classification of Sand Encroachment in Built-up Areas of Dubai
Prajowal Manandhar, Tarek Abdoun, New York University Abu Dhabi, United Arab Emirates; Waleed El-Sekelly, New York University Abu Dhabi and Mansoura University, United Arab Emirates
TH3.R1.7: MULTI-YEAR RANDOM FOREST–BASED EVALUATION OF GEDI L4A BIOMASS ESTIMATES IN MEDITERRANEAN RANGELANDS USING GOOGLE EARTH ENGINE
HAMDI ZURQANI, University of Arkansas, United States; Abdulsalam Al-Bukhari, Mhi Eldin Alkhboli, University of Omar Al-Mukhtar, Libya
TH3.R1.8: HYPERSPECTRAL IMAGE FOR PREDICTING SOIL ORGANIC CARBON IN SALINE SEMI-ARID LANDS: INSIGHTS FROM RANDOM FORESTS AND OPTIMAL BAND SELECTION MODELS
Soufiane HAJAJ, University Mohamed 6 Polytechnic, Morocco
Resources
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