Abdelghani G. Chehbouni

49 papers C 8Journal 40Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Analyzing the impact of area of interest (AOI) size and endmember selection on evapotranspiration (ET) estimation through a contextual model (SEBAL).
Int. J. Appl. Earth Obs. Geoinformation
Hamza Barguache, Jamal Ezzahar, Jamal Elfarkh, Saïd Khabba, Salah Er-Raki, Valérie Le Dantec, Mohamed Hakim Kharrou, Ghizlane Aouade, Abdelghani G. Chehbouni
2025 J jnl
The impact of spatiotemporal variability of environmental conditions on wheat yield forecasting using remote sensing data and machine learning.
Int. J. Appl. Earth Obs. Geoinformation
Keltoum Khechba, Mariana Belgiu, Ahmed Laamrani, Alfred Stein, Abdelhakim Amazirh, Abdelghani G. Chehbouni
2024 J jnl
An accurate snow cover product for the Moroccan Atlas Mountains: Optimization of the MODIS NDSI index threshold and development of snow fraction estimation models.
Int. J. Appl. Earth Obs. Geoinformation
Mostafa Bousbaa, Abdelghani Boudhar, Christophe Kinnard, Haytam Elyoussfi, Ismail Karaoui, Youssra Eljabiri, Hafsa Bouamri, Abdelghani G. Chehbouni
2024 J jnl
An automatic ensemble machine learning for wheat yield prediction in Africa.
Multim. Tools Appl.
Siham Eddamiri, Fatima Zahra Bassine, Victor Ongoma, Terence Epule Epule, Abdelghani G. Chehbouni
2024 C conf
Assessing the Accuracy of Remote Sensing Evapotranspiration Estimates Against Eddy Covariance Data in Semi-Arid Agriculture.
IGARSS
Yassine Manyari, Mohamed Hakim Kharrou, Salah Er-Raki, Vincent Simonneaux, Abdelghani G. Chehbouni
2024 J jnl
Correction to: An automatic ensemble machine learning for wheat yield prediction in Africa.
Multim. Tools Appl.
Siham Eddamiri, Fatima Zahra Bassine, Victor Ongoma, Terence Epule Epule, Abdelghani G. Chehbouni
2024 J jnl
Ensemble Band Selection for Quantification of Soil Total Nitrogen Levels from Hyperspectral Imagery.
Remote. Sens.
Khalil Misbah, Ahmed Laamrani, Paul R. Voroney, Keltoum Khechba, Raffaele Casa, Abdelghani G. Chehbouni
2024 J jnl
Nested Cross-Validation for HBV Conceptual Rainfall-Runoff Model Spatial Stability Analysis in a Semi-Arid Context.
Remote. Sens.
Mohamed El Garnaoui, Abdelghani Boudhar, Karima Nifa, Yousra El Jabiri, Ismail Karaoui, Abdenbi El Aloui, Abdelbasset Midaoui, Morad Karroum, Hassan Mosaid, Abdelghani G. Chehbouni
2024 J jnl
Remote Sensing-Based Multiscale Analysis of Total and Groundwater Storage Dynamics over Semi-Arid North African Basins.
Remote. Sens.
Abdelhakim Amazirh, Youness Ouassanouan, Houssne Bouimouass, Mohamed Wassim Baba, El Houssaine Bouras, Abdellatif Rafik, Myriam Benkirane, Youssef Hajhouji, Youness Ablila, Abdelghani G. Chehbouni
2024 J jnl
Sentinel-1 Backscatter and Interferometric Coherence for Soil Moisture Retrieval in Winter Wheat Fields Within a Semiarid South-Mediterranean Climate: Machine Learning Versus Semiempirical Models.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jamal Ezzahar, Abdelghani G. Chehbouni, Nadia Ouaadi, Mohammed Madiafi, Saïd Khabba, Salah Er-Raki, Ahmed Laamrani, Adnane Chakir, Zohra Lili-Chabaane, Mehrez Zribi
2024 C conf
Stratified Machine Learning Models for Wheat Yield Estimation Using Remote Sensing Data.
IGARSS
Keltoum Khechba, Mariana Belgiu, Ahmed Laamrani, Qi Dong, Alfred Stein, Abdelghani G. Chehbouni
2024 J jnl
Use of Optical and Radar Imagery for Crop Type Classification in Africa: A Review.
Sensors
Maryam Choukri, Ahmed Laamrani, Abdelghani G. Chehbouni
2023 J jnl
ClimateFiller: A Python framework for climate time series gap-filling and diagnosis based on artificial intelligence and multi-source reanalysis data>.
Softw. Impacts
Chouaib El Hachimi, Salwa Belaqziz, Saïd Khabba, Youness Ousanouan, Badr-eddine Sebbar, Mohamed Hakim Kharrou, Abdelghani G. Chehbouni
2023 J jnl
Recent applications of machine learning, remote sensing, and iot approaches in yield prediction: a critical review.
CoRR
Fatima Zahra Bassine, Terence Epule Epule, Ayoub Kechchour, Abdelghani G. Chehbouni
2023 J jnl
Remote Sensing in Irrigated Crop Water Stress Assessment.
Remote. Sens.
Salah Er-Raki, Abdelghani G. Chehbouni
2022 J jnl
Data Science Toolkit: An all-in-one python library to help researchers and practitioners in implementing data science-related algorithms with less effort.
Softw. Impacts
Chouaib El Hachimi, Salwa Belaqziz, Saïd Khabba, Abdelghani G. Chehbouni
2022 J jnl
Evaluation of the Performance of Multi-Source Satellite Products in Simulating Observed Precipitation over the Tensift Basin in Morocco.
Remote. Sens.
Wiam Salih, Abdelghani G. Chehbouni, Terence Epule Epule
2022 J jnl
High-Resolution Monitoring of the Snow Cover on the Moroccan Atlas through the Spatio-Temporal Fusion of Landsat and Sentinel-2 Images.
Remote. Sens.
Mostafa Bousbaa, Abdelaziz Htitiou, Abdelghani Boudhar, Youssra Eljabiri, Haytam Elyoussfi, Hafsa Bouamri, Hamza Ouatiki, Abdelghani G. Chehbouni
2022 J jnl
Medium-Resolution Mapping of Evapotranspiration at the Catchment Scale Based on Thermal Infrared MODIS Data and ERA-Interim Reanalysis over North Africa.
Remote. Sens.
Alhousseine Diarra, Lionel Jarlan, Saïd Khabba, Michel Le Page, Salah Er-Raki, Riad Balaghi, Soufyane Charafi, Abdelghani G. Chehbouni, Rafiq El Alami
2022 J jnl
Multi-Sensors Remote Sensing Applications for Assessing, Monitoring, and Mapping NPK Content in Soil and Crops in African Agricultural Land.
Remote. Sens.
Khalil Misbah, Ahmed Laamrani, Keltoum Khechba, Driss Dhiba, Abdelghani G. Chehbouni
2022 J jnl
Satellite Multi-Sensor Data Fusion for Soil Clay Mapping Based on the Spectral Index and Spectral Bands Approaches.
Remote. Sens.
Anis Gasmi, Cécile Gomez, Abdelghani G. Chehbouni, Driss Dhiba, Hamza Elfil
2022 J jnl
Soil Salinity Detection and Mapping in an Environment under Water Stress between 1984 and 2018 (Case of the Largest Oasis in Africa-Morocco).
Remote. Sens.
Abdellatif Rafik, Hassan Ibouh, Abdelhafid El Alaoui El Fels, Lhou Eddahby, Daoud Mezzane, Mohamed Bousfoul, Abdelhakim Amazirh, Salah Ouhamdouch, Mohammed Bahir, Abdelali Gourfi, Driss Dhiba, Abdelghani G. Chehbouni
2022 J jnl
Using PRISMA Hyperspectral Satellite Imagery and GIS Approaches for Soil Fertility Mapping (FertiMap) in Northern Morocco.
Remote. Sens.
Anis Gasmi, Cécile Gomez, Abdelghani G. Chehbouni, Driss Dhiba, Mohamed El Gharous
2021 J jnl
Assessing Irrigation Water Use with Remote Sensing-Based Soil Water Balance at an Irrigation Scheme Level in a Semi-Arid Region of Morocco.
Remote. Sens.
Mohamed Hakim Kharrou, Vincent Simonneaux, Salah Er-Raki, Michel Le Page, Saïd Khabba, Abdelghani G. Chehbouni
2021 C conf
Assimilation of Smap Based Disaggregated Soil Moisture for Improving Soil Evaporation Estimates by FAO-2Kc Model.
IGARSS
Abdelhakim Amazirh, Abdelghani G. Chehbouni, Olivier Merlin, El Houssaine Bouras, Salah Er-Raki
2021 J jnl
Corrigendum to "Modeling alterations in flow regimes under changing climate in a Mediterranean watershed: An analysis of ecologically-relevant hydrological indicators" [Ecological Informatics, 61 (2021) 101219].
Ecol. Informatics
Youssef Brouziyne, Anna Maria De Girolamo, Aziz Aboubdillah, Lahcen Benaabidate, Lhoussaine Bouchaou, Abdelghani G. Chehbouni
2021 C conf
Improving Surface Evapotranspiration Components Through Assimilating Soil Moisture and Land Surface Temperature into FAO-56 Model.
IGARSS
Abdelhakim Amazirh, Salah Er-Raki, Olivier Merlin, Abdelghani G. Chehbouni
2021 C conf
Including Radar Soil Moisture into Two-Source Energy Balance Model for Improving Turbulent Fluxes Estimates.
IGARSS
Bouchra Ait Hssaine, Abdelghani G. Chehbouni, Salah Er-Raki, Saïd Khabba, Jamal Ezzahar, Nadia Ouaadi, Vincent Rivalland, Olivier Merlin
2021 J jnl
Mapping and Characterization of Phenological Changes over Various Farming Systems in an Arid and Semi-Arid Region Using Multitemporal Moderate Spatial Resolution Data.
Remote. Sens.
Youssef Lebrini, Abdelghani Boudhar, Ahmed Laamrani, Abdelaziz Htitiou, Hayat Lionboui, Adil Salhi, Abdelghani G. Chehbouni, Tarik Benabdelouahab
2021 J jnl
Modeling alterations in flow regimes under changing climate in a Mediterranean watershed: An analysis of ecologically-relevant hydrological indicators.
Ecol. Informatics
Youssef Brouziyne, Anna Maria De Girolamo, Aziz Aboubdillah, Lahcen Benaabidate, Lhoussaine Bouchaou, Abdelghani G. Chehbouni
2021 J jnl
Monitoring and Analyzing Yield Gap in Africa through Soil Attribute Best Management Using Remote Sensing Approaches: A Review.
Remote. Sens.
Keltoum Khechba, Ahmed Laamrani, Driss Dhiba, Khalil Misbah, Abdelghani G. Chehbouni
2021 J jnl
National-Scale Cropland Mapping Based on Phenological Metrics, Environmental Covariates, and Machine Learning on Google Earth Engine.
Remote. Sens.
Abdelaziz Htitiou, Abdelghani Boudhar, Abdelghani G. Chehbouni, Tarik Benabdelouahab
2021 J jnl
On the Utility of High-Resolution Soil Moisture Data for Better Constraining Thermal-Based Energy Balance over Three Semi-Arid Agricultural Areas.
Remote. Sens.
Bouchra Ait Hssaine, Abdelghani G. Chehbouni, Salah Er-Raki, Saïd Khabba, Jamal Ezzahar, Nadia Ouaadi, Nitu Ojha, Vincent Rivalland, Olivier Merlin
2021 J jnl
Optimizing the Sowing Date to Improve Water Management and Wheat Yield in a Large Irrigation Scheme, through a Remote Sensing and an Evolution Strategy-Based Approach.
Remote. Sens.
Salwa Belaqziz, Saïd Khabba, Mohamed Hakim Kharrou, El Houssaine Bouras, Salah Er-Raki, Abdelghani G. Chehbouni
2021 J jnl
Retrieving Crop Albedo Based on Radar Sentinel-1 and Random Forest Approach.
Remote. Sens.
Abdelhakim Amazirh, El Houssaine Bouras, Luis Enrique Olivera-Guerra, Salah Er-Raki, Abdelghani G. Chehbouni
2021 J jnl
Snow Lapse Rate Changes in the Atlas Mountain in Morocco Based on MODIS Time Series during the Period 2000-2016.
Remote. Sens.
Ahmed Marchane, Abdelghani Boudhar, Mohamed Wassim Baba, Lahoucine Hanich, Abdelghani G. Chehbouni
2021 C conf
Use of Hyperspectral Prisma Level-1 Data and ISDA Soil Fertility Map for Soil Macronutrient Availability Quantification in a Moroccan Agricultural Land.
IGARSS
Khalil Misbah, Ahmed Laamrani, Abdelghani G. Chehbouni, Driss Dhiba, Jamal Ezzahar
2020 J jnl
Evaluation of Backscattering Models and Support Vector Machine for the Retrieval of Bare Soil Moisture from Sentinel-1 Data.
Remote. Sens.
Jamal Ezzahar, Nadia Ouaadi, Mehrez Zribi, Jamal Elfarkh, Ghizlane Aouade, Saïd Khabba, Salah Er-Raki, Abdelghani G. Chehbouni, Lionel Jarlan
2020 J jnl
Multi-Scale Evaluation of the TSEB Model over a Complex Agricultural Landscape in Morocco.
Remote. Sens.
Jamal Elfarkh, Jamal Ezzahar, Salah Er-Raki, Vincent Simonneaux, Bouchra Ait Hssaine, Said Rachidi, Aurore Brut, Vincent Rivalland, Saïd Khabba, Abdelghani G. Chehbouni, Lionel Jarlan
2012 J jnl
Soil Texture Estimation Over a Semiarid Area Using TerraSAR-X Radar Data.
IEEE Geosci. Remote. Sens. Lett.
Mehrez Zribi, Fatma Kotti, Zohra Lili-Chabaane, Nicolas N. Baghdadi, Nadhira Ben Issa, Rim Amri, B. Amri, Abdelghani G. Chehbouni
2011 J jnl
Analysis of Vegetation Behavior in a North African Semi-Arid Region, Using SPOT-VEGETATION NDVI Data.
Remote. Sens.
Rim Amri, Mehrez Zribi, Zohra Lili-Chabaane, Benoît Duchemin, Claire Gruhier, Abdelghani G. Chehbouni
2010 J jnl
Combining Satellite Remote Sensing Data with the FAO-56 Dual Approach for Water Use Mapping In Irrigated Wheat Fields of a Semi-Arid Region.
Remote. Sens.
Salah Er-Raki, Abdelghani G. Chehbouni, Benoît Duchemin
2010 J jnl
Long-term analysis of snow-covered area in the Moroccan High-Atlas through remote sensing.
Int. J. Appl. Earth Obs. Geoinformation
Abdelghani Boudhar, Benoît Duchemin, Lahoucine Hanich, Lionel Jarlan, A. Chaponnière, Philippe Maisongrande, Gilles Boulet, Abdelghani G. Chehbouni
2009 — conf
Evaluation of Irrigation Water Amount in Semi-arid Croplands using Time Series of FORMOSAT-2 Images.
IGARSS (3)
Benoît Duchemin, Iskander Benhadj, Rachid Hadria, Olivier Hagolle, Mohamed Hakim Kharrou, Bernard Mougenot, Dominique Courault, Abdelghani G. Chehbouni
2008 J jnl
A Simple Method to Disaggregate Passive Microwave-Based Soil Moisture.
IEEE Trans. Geosci. Remote. Sens.
Olivier Merlin, Abdelghani G. Chehbouni, Jeffrey P. Walker, Rocco Panciera, Yann Kerr
2005 J jnl
A combined modeling and multispectral/multiresolution remote sensing approach for disaggregation of surface soil moisture: application to SMOS configuration.
IEEE Trans. Geosci. Remote. Sens.
Olivier Merlin, Abdelghani G. Chehbouni, Yann H. Kerr, Eni G. Njoku, Dara Entekhabi
2004 J jnl
Simulation study of view angle effects on thermal infrared measurements over heterogeneous surfaces.
IEEE Trans. Geosci. Remote. Sens.
Laurent Coret, Xavier Briottet, Yann H. Kerr, Abdelghani G. Chehbouni
2003 C conf
Estimating cereal evapotranspiration using a simple model driven by satellite data.
IGARSS
Benoît Duchemin, Salah Er-Raki, Pierre Gentine, Philippe Maisongrande, Laurent Coret, Gilles Boulet, Julio César Rodriguez, Vincent Simonneaux, Abdelghani G. Chehbouni, Gérard Dedieu, N. Guemouria
2003 C conf
Wheat yields estimation using remote sensing and crop modeling in Yaqui Valley in Mexico.
IGARSS
Julio César Rodriguez, Benoît Duchemin, Christopher Watts, Rachid Hadria, J. Garatuza, Abdelghani G. Chehbouni, Gilles Boulet, M. Armenta, Salah Er-Raki