Salah Er-Raki

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 25

Top Topics

Machine Learning

Spatial Resolution

Top Venues

Environ. Model. Softw.

Publications

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 (2024)
Salah Er-Raki, Abdelghani G. Chehbouni
Remote Sensing in Irrigated Crop Water Stress Assessment. Remote. Sens. 15 (4) (2023)
Pierre Laluet, Luis Enrique Olivera-Guerra, Vincent Rivalland, Vincent Simonneaux, Jordi Inglada, Joaquim Bellvert, Salah Er-Raki, Olivier Merlin
A sensitivity analysis of a FAO-56 dual crop coefficient-based model under various field conditions. Environ. Model. Softw. 160 (2023)
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) (2022)
Nadia Ouaadi, Ludovic Villard, Saïd Khabba, Pierre-Louis Frison, Jamal Ezzahar, Mohamed Kasbani, Adnane Chakir, Pascal Fanise, Valérie Le Dantec, Mehrez Zribi, Salah Er-Raki, Lionel Jarlan
In Situ C-Band Data for Wheat Physiological Functioning Monitoring in The South Mediterranean Region. IGARSS (2022)
Nitu Ojha, Olivier Merlin, Abdelhakim Amazirh, Nadia Ouaadi, Vincent Rivalland, Lionel Jarlan, Salah Er-Raki, Maria José Escorihuela
A Calibration/Disaggregation Coupling Scheme for Retrieving Soil Moisture at High Spatio-Temporal Resolution: Synergy between SMAP Passive Microwave, MODIS/Landsat Optical/Thermal and Sentinel-1 Radar Data. Sensors 21 (21) (2021)
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) (2021)
El Houssaine Bouras, Lionel Jarlan, Salah Er-Raki, Riad Balaghi, Abdelhakim Amazirh, Bastien Richard, Saïd Khabba
Cereal Yield Forecasting with Satellite Drought-Based Indices, Weather Data and Regional Climate Indices Using Machine Learning in Morocco. Remote. Sens. 13 (16) (2021)
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)
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) (2021)
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) (2021)
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)
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) (2021)
Nadia Ouaadi, Ludovic Villard, Jamal Ezzahar, Pierre-Louis Frison, Saïd Khabba, Mohamed Kasbani, Pascal Fanise, Adnane Chakir, Valérie Le Dantec, Salah Er-Raki, Lionel Jarlan
Diurnal Cycles of C-Band Temporal Coherence and Backscattering Coefficient Over a Wheat Field in a Semi-Arid Area. IGARSS (2021)
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)
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) (2020)
Vivien Georgiana Stefan, Olivier Merlin, Maria José Escorihuela, Beatriz Molero, Jamal Chihrane, Josep Maria Villar, Salah Er-Raki
Temporal Calibration of an Evaporation-Based Spatial Disaggregation Method of SMOS Soil Moisture Data. Remote. Sens. 12 (10) (2020)
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) (2020)
El Houssaine Bouras, Lionel Jarlan, Salah Er-Raki, Clément Albergel, Bastien Richard, Riad Balaghi, Saïd Khabba
Linkages between Rainfed Cereal Production and Agricultural Drought through Remote Sensing Indices and a Land Data Assimilation System: A Case Study in Morocco. Remote. Sens. 12 (24) (2020)
Nitu Ojha, Olivier Merlin, Beatriz Molero, Christophe Suere, Luis Enrique Olivera-Guerra, Bouchra Ait Hssaine, Abdelhakim Amazirh, Ahmad Al Bitar, Maria José Escorihuela, Salah Er-Raki
Stepwise Disaggregation of SMAP Soil Moisture at 100 m Resolution Using Landsat-7/8 Data and a Varying Intermediate Resolution. Remote. Sens. 11 (16) (2019)
Gilles Boulet, Zoubair Rafi, Valérie Le Dantec, Kanishka Mallick, Albert Olioso, Salah Er-Raki, Olivier Merlin
Evapotranspiration and Evaporation/Transpiration Retrieval Using Dual-Source Surface Energy Balance Models Integrating VIS/NIR/TIR Data with Satellite Surface Soil Moisture Information. IGARSS (2019)
Nitu Oiha, Olivier Merlin, Beatriz Molero, Christophe Suere, Luis Olivera, Vincent Rivalland, Salah Er-Raki
Sequential Downscaling of the SMOS Soil Moisture at 100 M Resolution Via a Variable Intermediate Spatial Resolution. IGARSS (2018)
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) (2018)
Olivier Merlin, Luis Enrique Olivera-Guerra, Bouchra Ait Hssaine, Abdelhakim Amazirh, Yoann Malbéteau, Vivien Stefan, Beatriz Molero, Zoubair Rafi, Maria José Escorihuela, Jamal Ezzahar, Saïd Khabba, Jeffrey P. Walker, Yann Kerr, Vincent Simonneaux, Salah Er-Raki
Evaporation-based disaggregation of surface soil moisture data: The dispatch method, the CATDS product and on-going research. IGARSS (2017)
Omar Ali Eweys, Maria José Escorihuela, Josep Maria Villar, Salah Er-Raki, Abdelhakim Amazirh, Luis Enrique Olivera-Guerra, Lionel Jarlan, Saïd Khabba, Olivier Merlin
Disaggregation of SMOS Soil Moisture to 100 m Resolution Using MODIS Optical/Thermal and Sentinel-1 Radar Data: Evaluation over a Bare Soil Site in Morocco. Remote. Sens. 9 (11) (2017)
Vivien Georgiana Stefan, Olivier Merlin, Salah Er-Raki, Maria José Escorihuela, Saïd Khabba
Consistency between In Situ, Model-Derived and High-Resolution-Image-Based Soil Temperature Endmembers: Towards a Robust Data-Based Model for Multi-Resolution Monitoring of Crop Evapotranspiration. Remote. Sens. 7 (8) (2015)
Jawad Iounousse, Salah Er-Raki, Ahmed El Motassadeq, Hassan Chehouani
Using an unsupervised approach of Probabilistic Neural Network (PNN) for land use classification from multitemporal satellite images. Appl. Soft Comput. 30 (2015)
Olivier Merlin, Yoann Malbéteau, Youness Notfi, Stefan Bacon, Salah Er-Raki, Saïd Khabba, Lionel Jarlan
Performance Metrics for Soil Moisture Downscaling Methods: Application to DISPATCH Data in Central Morocco. Remote. Sens. 7 (4) (2015)
Michel Le Page, Jihad Toumi, Saïd Khabba, Olivier Hagolle, Adrien Tavernier, Mohamed Hakim Kharrou, Salah Er-Raki, Mireille Huc, Mohamed Kasbani, Abdelilah El Moutamanni, Mohamed Yousfi, Lionel Jarlan
A Life-Size and Near Real-Time Test of Irrigation Scheduling with a Sentinel-2 Like Time Series (SPOT4-Take5) in Morocco. Remote. Sens. 6 (11) (2014)
Jawad Iounousse, Ahmed Farhi, Ahmed El Motassadeq, Hassan Chehouani, Salah Er-Raki
Unsupervised classification of grayscale image using Probabilistic Neural Network (PNN). ICMCS (2012)
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) (2010)
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)
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)