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ORCIDAbdelghani G. Chehbouni
Ghani Chehbouni
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2020 – today
- 2025
[j39]Keltoum Khechba, Mariana Belgiu, Ahmed Laamrani, Alfred Stein, Abdelhakim Amazirh, Abdelghani G. Chehbouni:
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 136: 104367 (2025)- 2024
- [j38]Mostafa Bousbaa
, Abdelghani Boudhar, Christophe Kinnard, Haytam Elyoussfi, Ismail Karaoui, Youssra Eljabiri, Hafsa Bouamri, Abdelghani G. Chehbouni:
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 129: 103851 (2024) - [j37]Siham Eddamiri, Fatima Zahra Bassine, Victor Ongoma, Terence Epule Epule, Abdelghani G. Chehbouni:
An automatic ensemble machine learning for wheat yield prediction in Africa. Multim. Tools Appl. 83(25): 66433-66459 (2024) - [j36]Siham Eddamiri, Fatima Zahra Bassine, Victor Ongoma, Terence Epule Epule, Abdelghani G. Chehbouni:
Correction to: An automatic ensemble machine learning for wheat yield prediction in Africa. Multim. Tools Appl. 83(25): 66461 (2024) - [j35]Khalil Misbah, Ahmed Laamrani, Paul R. Voroney, Keltoum Khechba, Raffaele Casa, Abdelghani G. Chehbouni:
Ensemble Band Selection for Quantification of Soil Total Nitrogen Levels from Hyperspectral Imagery. Remote. Sens. 16(14): 2549 (2024) - [j34]Abdelhakim Amazirh, Youness Ouassanouan, Houssne Bouimouass, Mohamed Wassim Baba, El Houssaine Bouras, Abdellatif Rafik, Myriam Benkirane, Youssef Hajhouji, Youness Ablila, Abdelghani G. Chehbouni:
Remote Sensing-Based Multiscale Analysis of Total and Groundwater Storage Dynamics over Semi-Arid North African Basins. Remote. Sens. 16(19): 3698 (2024) - [j33]Maryam Choukri, Ahmed Laamrani, Abdelghani G. Chehbouni:
Use of Optical and Radar Imagery for Crop Type Classification in Africa: A Review. Sensors 24(11): 3618 (2024) - [j32]Jamal Ezzahar, Abdelghani G. Chehbouni, Nadia Ouaadi, Mohammed Madiafi, Saïd Khabba, Salah Er-Raki, Ahmed Laamrani, Adnane Chakir, Zohra Lili-Chabaane, Mehrez Zribi:
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. 17: 2256-2271 (2024) - [c13]Keltoum Khechba, Mariana Belgiu, Ahmed Laamrani, Qi Dong, Alfred Stein, Abdelghani G. Chehbouni:
Stratified Machine Learning Models for Wheat Yield Estimation Using Remote Sensing Data. IGARSS 2024: 1946-1949 - [c12]Yassine Manyari, Mohamed Hakim Kharrou, Salah Er-Raki, Vincent Simonneaux, Abdelghani G. Chehbouni:
Assessing the Accuracy of Remote Sensing Evapotranspiration Estimates Against Eddy Covariance Data in Semi-Arid Agriculture. IGARSS 2024: 4266-4271 - 2023
- [j31]Salah Er-Raki, Abdelghani G. Chehbouni:
Remote Sensing in Irrigated Crop Water Stress Assessment. Remote. Sens. 15(4): 911 (2023) - [j30]Chouaib El Hachimi, Salwa Belaqziz, Saïd Khabba, Youness Ousanouan, Badr-eddine Sebbar, Mohamed Hakim Kharrou, Abdelghani G. Chehbouni:
ClimateFiller: A Python framework for climate time series gap-filling and diagnosis based on artificial intelligence and multi-source reanalysis data>. Softw. Impacts 18: 100575 (2023) - [i1]Fatima Zahra Bassine, Terence Epule Epule, Ayoub Kechchour, Abdelghani G. Chehbouni:
Recent applications of machine learning, remote sensing, and iot approaches in yield prediction: a critical review. CoRR abs/2306.04566 (2023) - 2022
- [j29]Khalil Misbah, Ahmed Laamrani, Keltoum Khechba, Driss Dhiba, Abdelghani G. Chehbouni:
Multi-Sensors Remote Sensing Applications for Assessing, Monitoring, and Mapping NPK Content in Soil and Crops in African Agricultural Land. Remote. Sens. 14(1): 81 (2022) - [j28]Anis Gasmi, Cécile Gomez, Abdelghani G. Chehbouni, Driss Dhiba, Hamza Elfil:
Satellite Multi-Sensor Data Fusion for Soil Clay Mapping Based on the Spectral Index and Spectral Bands Approaches. Remote. Sens. 14(5): 1103 (2022) - [j27]Wiam Salih, Abdelghani G. Chehbouni, Terence Epule Epule:
Evaluation of the Performance of Multi-Source Satellite Products in Simulating Observed Precipitation over the Tensift Basin in Morocco. Remote. Sens. 14(5): 1171 (2022) - [j26]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:
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. 14(7): 1606 (2022) - [j25]Anis Gasmi, Cécile Gomez, Abdelghani G. Chehbouni, Driss Dhiba, Mohamed El Gharous:
Using PRISMA Hyperspectral Satellite Imagery and GIS Approaches for Soil Fertility Mapping (FertiMap) in Northern Morocco. Remote. Sens. 14(16): 4080 (2022) - [j24]Alhousseine Diarra, Lionel Jarlan, Saïd Khabba, Michel Le Page, Salah Er-Raki, Riad Balaghi, Soufyane Charafi, Abdelghani G. Chehbouni, Rafiq El Alami:
Medium-Resolution Mapping of Evapotranspiration at the Catchment Scale Based on Thermal Infrared MODIS Data and ERA-Interim Reanalysis over North Africa. Remote. Sens. 14(20): 5071 (2022) - [j23]Mostafa Bousbaa, Abdelaziz Htitiou, Abdelghani Boudhar, Youssra Eljabiri, Haytam Elyoussfi, Hafsa Bouamri, Hamza Ouatiki, Abdelghani G. Chehbouni:
High-Resolution Monitoring of the Snow Cover on the Moroccan Atlas through the Spatio-Temporal Fusion of Landsat and Sentinel-2 Images. Remote. Sens. 14(22): 5814 (2022) - [j22]Chouaib El Hachimi, Salwa Belaqziz, Saïd Khabba, Abdelghani G. Chehbouni:
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 12: 100240 (2022) - 2021
- [j21]Youssef Brouziyne, Anna Maria De Girolamo, Aziz Aboubdillah, Lahcen Benaabidate, Lhoussaine Bouchaou, Abdelghani G. Chehbouni:
Modeling alterations in flow regimes under changing climate in a Mediterranean watershed: An analysis of ecologically-relevant hydrological indicators. Ecol. Informatics 61: 101219 (2021) - [j20]Youssef Brouziyne, Anna Maria De Girolamo, Aziz Aboubdillah, Lahcen Benaabidate, Lhoussaine Bouchaou, Abdelghani G. Chehbouni:
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 63: 101308 (2021) - [j19]Youssef Lebrini, Abdelghani Boudhar, Ahmed Laamrani, Abdelaziz Htitiou, Hayat Lionboui, Adil Salhi, Abdelghani G. Chehbouni, Tarik Benabdelouahab:
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. 13(4): 578 (2021) - [j18]Bouchra Ait Hssaine, Abdelghani G. Chehbouni, Salah Er-Raki, Saïd Khabba, Jamal Ezzahar, Nadia Ouaadi, Nitu Ojha, Vincent Rivalland, Olivier Merlin:
On the Utility of High-Resolution Soil Moisture Data for Better Constraining Thermal-Based Energy Balance over Three Semi-Arid Agricultural Areas. Remote. Sens. 13(4): 727 (2021) - [j17]Mohamed Hakim Kharrou, Vincent Simonneaux, Salah Er-Raki, Michel Le Page, Saïd Khabba, Abdelghani G. Chehbouni:
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. 13(6): 1133 (2021) - [j16]Abdelhakim Amazirh, El Houssaine Bouras, Luis Enrique Olivera-Guerra, Salah Er-Raki, Abdelghani G. Chehbouni:
Retrieving Crop Albedo Based on Radar Sentinel-1 and Random Forest Approach. Remote. Sens. 13(16): 3181 (2021) - [j15]Ahmed Marchane, Abdelghani Boudhar, Mohamed Wassim Baba, Lahoucine Hanich, Abdelghani G. Chehbouni:
Snow Lapse Rate Changes in the Atlas Mountain in Morocco Based on MODIS Time Series during the Period 2000-2016. Remote. Sens. 13(17): 3370 (2021) - [j14]Salwa Belaqziz, Saïd Khabba, Mohamed Hakim Kharrou, El Houssaine Bouras, Salah Er-Raki, Abdelghani G. Chehbouni:
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. 13(18): 3789 (2021) - [j13]Abdelaziz Htitiou, Abdelghani Boudhar, Abdelghani G. Chehbouni, Tarik Benabdelouahab:
National-Scale Cropland Mapping Based on Phenological Metrics, Environmental Covariates, and Machine Learning on Google Earth Engine. Remote. Sens. 13(21): 4378 (2021) - [j12]Keltoum Khechba, Ahmed Laamrani, Driss Dhiba, Khalil Misbah, Abdelghani G. Chehbouni:
Monitoring and Analyzing Yield Gap in Africa through Soil Attribute Best Management Using Remote Sensing Approaches: A Review. Remote. Sens. 13(22): 4602 (2021) - [c11]Abdelhakim Amazirh, Salah Er-Raki, Olivier Merlin, Abdelghani G. Chehbouni:
Improving Surface Evapotranspiration Components Through Assimilating Soil Moisture and Land Surface Temperature into FAO-56 Model. IGARSS 2021: 6423-6426 - [c10]Bouchra Ait Hssaine, Abdelghani G. Chehbouni, Salah Er-Raki, Saïd Khabba, Jamal Ezzahar, Nadia Ouaadi, Vincent Rivalland, Olivier Merlin:
Including Radar Soil Moisture into Two-Source Energy Balance Model for Improving Turbulent Fluxes Estimates. IGARSS 2021: 6435-6438 - [c9]Abdelhakim Amazirh, Abdelghani G. Chehbouni, Olivier Merlin, El Houssaine Bouras, Salah Er-Raki:
Assimilation of Smap Based Disaggregated Soil Moisture for Improving Soil Evaporation Estimates by FAO-2Kc Model. IGARSS 2021: 6568-6571 - [c8]Khalil Misbah, Ahmed Laamrani, Abdelghani G. Chehbouni, Driss Dhiba, Jamal Ezzahar:
Use of Hyperspectral Prisma Level-1 Data and ISDA Soil Fertility Map for Soil Macronutrient Availability Quantification in a Moroccan Agricultural Land. IGARSS 2021: 7051-7054 - 2020
- [j11]Jamal Ezzahar, Nadia Ouaadi, Mehrez Zribi, Jamal Elfarkh, Ghizlane Aouade, Saïd Khabba, Salah Er-Raki, Abdelghani G. Chehbouni, Lionel Jarlan:
Evaluation of Backscattering Models and Support Vector Machine for the Retrieval of Bare Soil Moisture from Sentinel-1 Data. Remote. Sens. 12(1): 72 (2020) - [j10]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:
Multi-Scale Evaluation of the TSEB Model over a Complex Agricultural Landscape in Morocco. Remote. Sens. 12(7): 1181 (2020)
2010 – 2019
- 2018
- [j9]Bouchra Ait Hssaine, Jamal Ezzahar, Lionel Jarlan, Olivier Merlin, Saïd Khabba, Aurore Brut, Salah Er-Raki, Jamal Elfarkh, Bernard Cappelaere, Ghani Chehbouni:
Combining a Two Source Energy Balance Model Driven by MODIS and MSG-SEVIRI Products with an Aggregation Approach to Estimate Turbulent Fluxes over Sparse and Heterogeneous Vegetation in Sahel Region (Niger). Remote. Sens. 10(6): 974 (2018) - 2012
- [j8]Mehrez Zribi, Fatma Kotti, Zohra Lili-Chabaane, Nicolas N. Baghdadi, Nadhira Ben Issa, Rim Amri, B. Amri, Abdelghani G. Chehbouni:
Soil Texture Estimation Over a Semiarid Area Using TerraSAR-X Radar Data. IEEE Geosci. Remote. Sens. Lett. 9(3): 353-357 (2012) - [j7]Olivier Merlin, Frédéric Jacob, Jean-Pierre Wigneron, Jeffrey P. Walker, Ghani Chehbouni:
Multidimensional Disaggregation of Land Surface Temperature Using High-Resolution Red, Near-Infrared, Shortwave-Infrared, and Microwave-L Bands. IEEE Trans. Geosci. Remote. Sens. 50(5-2): 1864-1880 (2012) - 2011
- [j6]Rim Amri, Mehrez Zribi, Zohra Lili-Chabaane, Benoît Duchemin, Claire Gruhier, Abdelghani G. Chehbouni:
Analysis of Vegetation Behavior in a North African Semi-Arid Region, Using SPOT-VEGETATION NDVI Data. Remote. Sens. 3(12): 2568-2590 (2011) - 2010
- [j5]Abdelghani Boudhar, Benoît Duchemin, Lahoucine Hanich, Lionel Jarlan, A. Chaponnière, Philippe Maisongrande, Gilles Boulet, Abdelghani G. Chehbouni:
Long-term analysis of snow-covered area in the Moroccan High-Atlas through remote sensing. Int. J. Appl. Earth Obs. Geoinformation 12(Supplement-1): S109-S115 (2010) - [j4]Salah Er-Raki, Abdelghani G. Chehbouni, Benoît Duchemin:
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. 2(1): 375-387 (2010)
2000 – 2009
- 2009
- [c7]Benoît Duchemin, Iskander Benhadj, Rachid Hadria, Olivier Hagolle, Mohamed Hakim Kharrou, Bernard Mougenot, Dominique Courault, Abdelghani G. Chehbouni:
Evaluation of Irrigation Water Amount in Semi-arid Croplands using Time Series of FORMOSAT-2 Images. IGARSS (3) 2009: 474-477 - 2008
- [j3]Olivier Merlin, Abdelghani G. Chehbouni, Jeffrey P. Walker, Rocco Panciera, Yann Kerr:
A Simple Method to Disaggregate Passive Microwave-Based Soil Moisture. IEEE Trans. Geosci. Remote. Sens. 46(3): 786-796 (2008) - 2005
- [j2]Olivier Merlin, Abdelghani G. Chehbouni, Yann H. Kerr, Eni G. Njoku, Dara Entekhabi:
A combined modeling and multispectral/multiresolution remote sensing approach for disaggregation of surface soil moisture: application to SMOS configuration. IEEE Trans. Geosci. Remote. Sens. 43(9): 2036-2050 (2005) - 2004
- [j1]Laurent Coret, Xavier Briottet, Yann H. Kerr, Abdelghani G. Chehbouni:
Simulation study of view angle effects on thermal infrared measurements over heterogeneous surfaces. IEEE Trans. Geosci. Remote. Sens. 42(3): 664-672 (2004) - 2003
- [c6]A. Chaponnière, Philippe Maisongrande, R. Escadafal, Benoit de Solan, Ghani Chehbouni:
Satellite driven modeling of snow runoff in a small semi-arid mountainous watershed in Morocco. IGARSS 2003: 1181-1183 - [c5]Julio César Rodriguez, Benoît Duchemin, Christopher Watts, Rachid Hadria, J. Garatuza, Abdelghani G. Chehbouni, Gilles Boulet, M. Armenta, Salah Er-Raki:
Wheat yields estimation using remote sensing and crop modeling in Yaqui Valley in Mexico. IGARSS 2003: 2221-2223 - [c4]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:
Estimating cereal evapotranspiration using a simple model driven by satellite data. IGARSS 2003: 2762-2764 - [c3]Lahoucine Hanich, Benoit de Solan, Benoît Duchemin, Philippe Maisongrande, A. Chaponnière, Gilles Boulet, Ghani Chehbouni:
Snow cover mapping using SPOT VEGETATION with high resolution data: application in the Moroccan Atlas Mountains. IGARSS 2003: 2829-2830 - [c2]A. Abourida, S. Errouane, A. Cheggour, Vincent Simonneaux, Ghani Chehbouni:
Determination of the water volumes used for irrigation in the Haouz plain by remote sensing. IGARSS 2003: 2948-2949 - 2002
- [c1]Laurent Coret, Xavier Briottet, Yann H. Kerr, Ghani Chehbouni:
Directional effect on thermal infrared measurements over 2D heterogeneous land surface in remote sensing. IGARSS 2002: 42-44
Coauthor Index
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