Home › Researcher directory › Jamal Ezzahar
Jamal Ezzahar
Affiliation : Cadi Ayyad University · Université Mohammed VI Polytechnique
- 120Publications (affiliation in Morocco)
- 175Total publications
- 4288Citations
- 32h-index
Research profile
Jamal Ezzahar has 120 indexed publications (2015–2026). Their work appears mainly in “Agricultural Water Management”, “IEEE Mediterranean and Middle-East Geoscience and Remote Sensing Symposium (M2GARSS)” and “IEEE International Geoscience and Remote Sensing Symposium (IGARSS)”. Their most cited article, “Near real-time agriculture monitoring at national scale at parcel resolution: Performance assessment of the Sen2-Agri automated system in va” (2018), has been cited 424 times. 39 of these publications date from the last three years of activity. Their work is co-authored with at least 12 researchers, including institutions in France, Canada, Saudi Arabia, Italy.
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Create my free profile Add my publicationsResearch areas
- Soil Moisture and Remote Sensing
- Remote Sensing in Agriculture
- Irrigation Practices and Water Management
- Plant Water Relations and Carbon Dynamics
- Hydrology and Drought Analysis
Publications (120)
- Assessment of the potential of sub-diurnal in situ C-band radar data for monitoring maize crop in semi-arid regions
- Surface soil moisture and land surface temperature as constraints for multi-objective calibration of a dual-source SVAT model over semi-arid irrigated winter wheat
- Development of a new water stress index combining PRI and soil moisture for assessing olive tree water status in Morocco
- Irrigation optimization and assessment of deep percolation losses for winter wheat in a semi-arid using the SIMDualKc model
- Irrigation optimization and assessment of deep percolation losses for winter wheat in a semi-arid using the SIMDualKc model
- Development of an Empirical Model for Estimating Quinoa Canopy Cover from NDVI Under Different Irrigation and Fertilization Stress Conditions
- Use of optical-microwave scintillometry to validate a thermal energy balance model for an olive orchard in Morocco
- High-Resolution Estimation of Actual Evapotranspiration for Agricultural Drought Monitoring in Semi-Arid Wheat Fields in Morocco Using Machine Learning and Remote Sensing data
- Downscaling MODIS Land Surface Temperature Over Semi-Arid Wheat Fields Using Multi-Scenario Optical and SAR Indicators
- Can radar signals enhance thermal and optical bands for monitoring water status of olive trees?
- Design and implementation of an intelligent system for smart garden watering using fuzzy logic
- Integrating Physical Modeling and Machine Learning for Sentinel-1 Backscatter Simulation Over Winter Wheat in Semi-Arid Morocco
- Optimal Area of Interest Size for Contextual Model for ET Estimation in a Semi-Arid Basin
- Using Optical–Microwave Scintillometry to Evaluate the Sparse Evapotranspiration Model Over a Drip-Irrigated Olive Orchard
- Comparison of SIMDualKc Model and Satellite-Based Approaches for Estimating Winter Wheat Evapotranspiration in a Semi-Arid Region
- A dynamic OPTRAM soil moisture constraint for PT-JPL evapotranspiration from Sentinel-2 validated across land covers and climates
- Learning Nonlinear Reduced-Order Models of Fluid Flows with InfoVAE
- High-Resolution Land Surface Temperature Downscaling Using MODIS–Sentinel Data Fusion Over Semi-Arid Wheat Fields
- Integrating Optical–Microwave Scintillometry with the SPARSE Model for Landscape‑Scale Evapotranspiration Monitoring in a Drip‑Irrigated Olive Orchard
- Corrigendum to “A dynamic OPTRAM soil moisture constraint for PT-JPL evapotranspiration from Sentinel-2 validated across land covers and climates” [Agricultural and Forest Meteorology 388 (2026) 111375]
- Assessment of SIMDualKc model for irrigation scheduling of winter wheat in the Haouz plain, Morocco
- A process-based modelling of groundwater recharge under contrasting irrigation methods in semi-arid crops
- AgriLink: an innovative real-time data monitoring and connectivity platform for an orange orchard in Morocco
- Analyzing the impact of area of interest (AOI) size and endmember selection on evapotranspiration (ET) estimation through a contextual model (SEBAL)
- Simulation of the pea crop development using AquaCrop model in Chichaoua region, Morocco: Application for irrigation management
- Assessment of empirical and physically-based approaches to simulate surface resistance for improved evapotranspiration modeling of winter wheat in semi-arid region, Morocco
- Accuracy Assessment of Remote Sensing-Derived Evapotranspiration Products Against Eddy Covariance Measurements in Tensift Al-Haouz Semi-Arid Region, Morocco
- A modified METRIC model for high resolution partitioning and mapping of evapotranspiration over irrigated agricultural landscapes in Morocco
- Sentinel-1 Backscatter and Interferometric Coherence for Retrieving Soil Moisture Over Winter Wheat in Semi-arid Areas Using Neural Networks Algorithms
- Climate change effects on olive tree production and water use efficiency using carbon-water fluxes and remote sensing in a semi-arid orchard in Morocco
- Optimization of Winter Wheat Irrigation in a Semi-arid Region: Application of the SIMDualKc Model for Efficient Water Management
- Integrating Remote Sensing Indicators into the FAO-56 for Crop Evapotranspiration Estimation
- Temporal decorrelation of C-band radar data over wheat in a semi-arid area using sub-daily tower-based observations
- Spatial Prediction of Soil Attributes from PRISMA Hyperspectral Imagery Using Wrapper Feature Selection and Ensemble Modeling
- Assessment of the effects of winter wheat scattering on SAR backscatter for soil moisture estimation based on a radiative transfer model
- Analysis of C-Band Radar Temporal Coherence Over an Irrigated Olive Orchard in a Semi-Arid Region
- Estimating soil moisture in semiarid areas for winter wheat using Sentinel-1 and support vector algorithms
- Accuracy Assessment of Remote Sensing-Derived Evapotranspiration Products Against Eddy Covariance Measurements in Tensift Al-Haouz Semi-Arid Region, Morocco
- Quantifying Olive Tree Evapotranspiration in Semi-Arid Regions through Remote Sensing-Based SEBAL Model: Validation with Optical-Microwave Scintillometer
- 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
- Synergy of Sentinel-1 and Sentinel-2 Satellites for Surface Soil Moisture Retrieval Over Wheat Crops in Semi-arid Areas
- Selection of NPK specific spectral bands using Hyperspectral imagery and ensemble machine learning approach over agricultural lands in Morocco
- Assessment of Crop Evapotranspiration and Deep Percolation in a Commercial Irrigated Citrus Orchard Under Semi-Arid Climate: Combined Eddy-Covariance Measurement and Soil Water Balance-Based Approach
- Evapotranspiration estimates in a traditional irrigated area in semi-arid Mediterranean. Comparison of four remote sensing-based models
- Using HYDRUS-1D for estimating evapotranspiration and soil water content of irrigated winter wheat under different water management in a semi-arid region of Morocco
- A New Competitive Neural Architecture for Object Classification
- Diurnal and seasonal behavior observed by C-band radar measurements at high temporal frequencies over an olive orchard in a Mediterranean region
- In situ radar measurements for monitoring the physiological functioning of wheat crops in the semi-arid area
- Simple and spatialized approach to optimize irrigation water and wheat yield in the semi-arid areas
- Investigation of the diurnal cycles of interferometric coherence and backscattering coefficient on irrigated wheat in the South Mediterranean
- In Situ C-Band Data for Wheat Physiological Functioning Monitoring in The South Mediterranean Region
- Towards Sustainable Irrigation Water Management in a Semi-arid Climate: Quantifying Evapotranspiration and Crop Coefficient for Citrus Orchards Based on Eddy Covariance Measurements
- Irrigation Amounts and Timing Retrieval through Data Assimilation of Surface Soil Moisture into the FAO-56 Approach in the South Mediterranean Region
- Performance Evaluation of the WOFOST Model for Estimating Evapotranspiration, Soil Water Content, Grain Yield and Total Above-Ground Biomass of Winter Wheat in Tensift Al Haouz (Morocco): Application to Yield Gap Estimation
- On the Utility of High-Resolution Soil Moisture Data for Better Constraining Thermal-Based Energy Balance over Three Semi-Arid Agricultural Areas
- C-band radar data and in situ measurements for the monitoring of wheat crops in a semi-arid area (center of Morocco)
- A new synergistic approach for crop discrimination in a semi-arid region using Sentinel-2 time series and the multiple combination of machine learning classifiers
- Use of Hyperspectral Prisma Level-1 Data and ISDA Soil Fertility Map for Soil Macronutrient Availability Quantification in a Moroccan Agricultural Land
- Diurnal Cycles of C-Band Temporal Coherence and Backscattering Coefficient Over a Wheat Field in a Semi-Arid Area
- Diurnal Cycles of C-Band Temporal Coherence and Backscattering Coefficient Over an Olive Orchard in a Semi-Arid Area: Comparison of In Situ and Sentinel-1 Radar Observations
- Including Radar Soil Moisture into Two-Source Energy Balance Model for Improving Turbulent Fluxes Estimates
- Calibration and optimization of soil and vegetation parameters for ICARE Soil Vegetation Atmosphere Transfer model
- Monitoring of an irrigated olive orchard using C-band backscattering coefficient and interferometric coherence at high temporal frequency: preliminary results
- Analysis of diurnal cycles of interferometric coherence and backscattering coefficient measured on an irrigated wheat field in Morocco
- Surface soil moisture data assimilation for irrigation amounts and timing estimation in semi-arid regions
- Irrigation Water Retrieval Through Data Assimilation of Surface Soil Moisture into the FAO-56 Approach in the South Mediterranean Region
- Monitoring of wheat crops using the backscattering coefficient and the interferometric coherence derived from Sentinel-1 in semi-arid areas
- Performance of the HYDRUS-1D model for water balance components assessment of irrigated winter wheat under different water managements in semi-arid region of Morocco
- An evapotranspiration model self-calibrated from remotely sensed surface soil moisture, land surface temperature and vegetation cover fraction: application to disaggregated SMOS and MODIS data
- Multi-Scale Evaluation of the TSEB Model over a Complex Agricultural Landscape in Morocco
- Evapotranspiration partition using the multiple energy balance version of the ISBA-A-g s land surface model over two irrigated crops in a semi-arid Mediterranean region (Marrakech, Morocco)
- Integrating thermal stress indexes within Shuttleworth–Wallace model for evapotranspiration mapping over a complex surface
- A Simple Light-Use-Efficiency Model to Estimate Wheat Yield in the Semi-Arid Areas
- Water Stress Detection Over Irrigated Wheat Crops in Semi-Arid Areas using the Diurnal Differences of Sentinel-1 Backscatter
- Surface Soil Moisture Retrieval Over Irrigated Wheat Crops in Semi-Arid Areas using Sentinel-1 Data
- Evaluation Of Sen2agri System Over Semi-Arid Conditions: A Case Study Of The Haouz Plain In Central Morocco
- Mapping surface soil moisture over wheat crops in southern Mediterranean regions using the backscattering coefficient and the interferometric coherence derived from Sentinel-1
- C band radar crops monitoring at high temporal frequency: first results of the MOCTAR campaign
- Assessing soil moisture constraint on soil evaporation and plant transpiration fractioning
- Temporal Decorrelation At C- And L-Band Over Olive Tree Plantations:First Insights From The Marocscat Campaigns
- Estimation of the Evapotranspiration over Heterogeneous Region Using Shuttleworth-Wallace Model
- Modified Shuttleworth-Wallace model for monitoring evapotranspiration over complex surface: Relationship between the surface resistances and remotely sensed stress indexes
- Simple and spatialize approach to optimize irrigation water and wheat yield in the semi-arid areas
- C band radar crops monitoring at high temporal frequency: first results of the MOCTAR campaign
- Evaluation of Backscattering Models and Support Vector Machine for the Retrieval of Bare Soil Moisture from Sentinel-1 Data
- Sample period dependent classification approach for the cartography of crops in the Haouz plain, Morocco
- Near real-time agriculture monitoring at national scale at parcel resolution: Performance assessment of the Sen2-Agri automated system in various cropping systems around the world
- OZCAR: The French Network of Critical Zone Observatories
- Partitioning evapotranspiration of a drip-irrigated wheat crop: Inter-comparing eddy covariance-, sap flow-, lysimeter- and FAO-based methods
- Calibrating an evapotranspiration model using radiometric surface temperature, vegetation cover fraction and near-surface soil moisture data
- A phenomenological model of soil evaporative efficiency using surface soil moisture and temperature data
- Performance of the two-source energy budget (TSEB) model for the monitoring of evapotranspiration over irrigated annual crops in North Africa
- Modified Penman–Monteith equation for monitoring evapotranspiration of wheat crop: Relationship between the surface resistance and remotely sensed stress index
- A simple and alternative approach based on reference evapotranspiration and leaf area index for estimating tree transpiration in semi-arid regions
- Evaporation-based disaggregation of surface soil moisture data: The dispatch method, the CATDS product and on-going research
- Combining stable isotopes, Eddy Covariance system and meteorological measurements for partitioning evapotranspiration, of winter wheat, into soil evaporation and plant transpiration in a semi-arid region
- Modeling soil evaporation efficiency in a range of soil and atmospheric conditions using a meta‐analysis approach
- Performance assessment of AquaCrop model for estimating evapotranspiration, soil water content and grain yield of winter wheat in Tensift Al Haouz (Morocco): Application to irrigation management
- Remote Sensing of Water Resources in Semi-Arid Mediterranean Areas: the joint international laboratory TREMA
- Impact of Sowing Date on Yield and Water Use Efficiency of Wheat Analyzed through Spatial Modeling and FORMOSAT-2 Images
Publication venues
- Agricultural Water Management × 13
- IEEE Mediterranean and Middle-East Geoscience and Remote Sensing Symposium (M2GARSS) × 9
- IEEE International Geoscience and Remote Sensing Symposium (IGARSS) × 7
- Remote Sensing of Environment × 5
- Agricultural and Forest Meteorology × 5
- Remote Sensing × 5
Publications per year
- 202620
- 202512
- 20247
- 20233
- 202210
- 202114
- 202018
- 20192
- 20185
- 20174
Collaborations
Partner institutions : Centre d'Études Spatiales de la Biosphère · Institut de Recherche pour le Développement · Université de Toulouse · Centre National de la Recherche Scientifique · Université Toulouse III - Paul Sabatier
Co-authors’ countries : France · Canada · Saudi Arabia · Italy
Co-authors
- Salah Er‐Raki
- Saïd Khabba
- Abdelghani Chehbouni
- Nadia Ouaadi
- Bouchra Aït Hssaine
- Adnane Chakir
- Jamal Elfarkh
- Saïd KHABBA
- Abdelhakim Amazirh
- Zaineb Bouswir
- Zoubair Rafi
- Mohamed Hakim Kharrou
Bibliographic data from OpenAlex (open database).
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