Dr. Khabba Said
My Social Links

Dr. Khabba Said

Professor
Cadi Ayyad University, Morocco


Highest Degree
Ph.D. in Heat Transfert from Cadi Ayyad University, Morocco

Share this Profile

Area of Interest:

Plant and Soil Sciences
100%
Agronomic Modeling
62%
Agroclimatology
90%
Plant Growth
75%
Plant Protection
55%

Research Publications in Numbers

Books
1
Chapters
9
Articles
93
Abstracts
25

Selected Publications

  1. Ouaadi, N., L. Villard, S. Khabba, P.L. Frison and J. Ezzahar et al., 2022. In situ C-Band Data for Wheat Physiological Functioning Monitoring in The South Mediterranean Region. Proceeding of IGARSS 2022-2022 IEEE International Geoscience and Remote Sensing Symposium, 17-22 July 2022, IEEE, 4951-4954.
    CrossRef  |  Direct Link  |  
  2. Nassah, H., S. Er-Raki, Y. Fakir, V. Simonneaux, A. Diarra, S. Khabba and A. Chehbouni, 2022. Mapping deep percolation using remote sensing over an irrigated area in the Haouz plain (Marrakech, Morocco). ISHS Acta Hortic., 1335: 371-380.
    CrossRef  |  Direct Link  |  
  3. Khabba, S., J. Toumi, S. Er-Raki, M. Le Page, J. Ezzahar, A. Chehbouni and L. Jarlan, 2022. Simple and spatialized approach to optimize irrigation water and wheat yield in the semi-arid areas. ISHS Acta Hortic., 1335: 717-724.
    CrossRef  |  Direct Link  |  
  4. Hssaine, B.A., O. Merlin, J. Ezzahar, S. Er-Raki, S. Khabba and A. Chehbouni, 2022. Evapotranspiration estimation by combining soil moisture, land surface temperature/vegetation cover fraction data and surface-atmosphere exchange modeling. ISHS Acta Hortic., 1335: 295-304.
    CrossRef  |  Direct Link  |  
  5. Hanich, L., A. Chehbouni, S. Gascoin, A. Boudhar and L. Jarlan et al., 2022. Snow hydrology in the moroccan atlas mountains. J. Hydrol.: Reg. Stud., Vol. 42. 10.1016/j.ejrh.2022.101101.
    CrossRef  |  Direct Link  |  
  6. Hachimi, C.E.L., S. Belaqziz, S. Khabba and A. Chehbouni, 2022. Towards smart big weather data management. Chem. Proc., Vol. 10. 10.3390/IOCAG2022-12240.
    CrossRef  |  Direct Link  |  
  7. Er-Raki, S., J. Ezzahar, C. Anbari, A. Amazirh and B.A. Hssaine et al., 2022. 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. ISHS Acta Hortic., 1335: 87-94.
    CrossRef  |  Direct Link  |  
  8. Epule, T.E., A. Chehbouni, T. Chfadi, V. Ongoma and S. Er-Raki et al., 2022. A systematic national stocktake of crop models in morocco. Ecol. Modell., Vol. 470. 10.1016/j.ecolmodel.2022.110036.
    CrossRef  |  Direct Link  |  
  9. Elfarkh, J., J. Ezzahar, S. Er-Raki, L. Jarlan, B. Aithssaine, S. Khabba and A. Chehbouni, 2022. Using a large aperture scintillometer for determining evapotranspiration of mountain foothills agriculture in the Rheraya catchment, Morocco. ISHS Acta Hortic., 1335: 127-134.
    CrossRef  |  Direct Link  |  
  10. El Hachimi, C., S. Belaqziz, S. Khabba and A. Chehbouni, 2022. Data science toolkit: An all-in-one python library to help researchers and practitioners in implementing data science-related algorithms with less effort. Software Impacts, Vol. 12. 10.1016/j.simpa.2022.100240.
    CrossRef  |  Direct Link  |  
  11. Diarra, A., L. Jarlan, S. Khabba, M.L. Page and S. Er-Raki et al., 2022. Medium-resolution mapping of evapotranspiration at the catchment scale based on thermal infrared MODIS data and ERA-interim reanalysis over North Africa. Remote Sens., Vol. 14. 10.3390/rs14205071.
    CrossRef  |  Direct Link  |  
  12. Chouaib, E.H., B. Salwa, K. Saïd and C. Abdelghani, 2022. Early Estimation of Daily Reference Evapotranspiration Using Machine Learning Techniques for Efficient Management of Irrigation Water. 2021 2nd International Symposium on Automation, Information and Computing, 03/12/2021-06/12/2021, IOP Publishing, 012006-012006.
    CrossRef  |  Direct Link  |  
  13. Amazirh, A., S. Er-Raki, O. Merlin, S. Khabba, L. Olivera-Guerra, C. Mattar and A. Chehbouni, 2022. Modelling root-zone soil moisture from observed fluxes inter-comparing eddy covariance and lysimeter methods. ISHS Acta Hortic., 1335: 135-144.
    CrossRef  |  Direct Link  |  
  14. Ali, A.A., L. Bouchaou, S. Er-Raki, M. Hssaissoune and Y. Brouziyne et al., 2022. 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. Agric. Water Manage., Vol. 275. 10.1016/j.agwat.2022.107997.
    CrossRef  |  Direct Link  |  
  15. Ouaadi, N., L. Villard, J. Ezzahar, P.L. Frison and S. Khabba et al., 2021. Diurnal Cycles of C-Band Temporal Coherence and Backscattering Coefficient Over a Wheat Field in a Semi-Arid Area. 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 11-16 July, 2021, IEEE, ISBN: 978-1-6654-0369-6, pp: 3817-3820.
    CrossRef  |  Direct Link  |  
  16. Ouaadi, N., L. Jarlan, S. Khabba, J. Ezzahar, M. le Page and O. Merlin, 2021. Irrigation amounts and timing retrieval through data assimilation of surface soil moisture into the FAO-56 approach in the South Mediterranean region. Remote Sens., Vol. 13. 10.3390/rs13142667.
    CrossRef  |  Direct Link  |  
  17. Ouaadi, N., L. Jarlan, S. Khabba, J. Ezzahar and O. Merlin, 2021. Irrigation Water Retrieval Through Data Assimilation of Surface Soil Moisture into the FAO-56 Approach in the South Mediterranean Region. 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 11-16 July, 2021, IEEE, ISBN: 978-1-6654-0369-6, pp: 6088-6091.
    CrossRef  |  Direct Link  |  
  18. Ouaadi, N., J. Ezzahar, S. Khabba, S. Er-Raki and A. Chakir et al., 2021. C-band radar data and in situ measurements for the monitoring of wheat crops in a semi-arid area (center of Morocco). Earth Syst. Sci. Data, 13: 3707-3731.
    CrossRef  |  Direct Link  |  
  19. Kharrou, M.H., V. Simonneaux, S. Er-Raki, M.L. Page, S. Khabba and A. Chehbouni, 2021. Assessing irrigation water use with remote sensing-based soil water balance at an irrigation scheme level in a semi-arid tegion of Morocco. Remote Sens., Vol. 13. 10.3390/rs13061133.
    CrossRef  |  Direct Link  |  
  20. Hssaine, B.A., A. Chehbouni, S. Er-Raki, S. Khabba and J. Ezzahar et al., 2021. On the utility of high-resolution soil moisture data for better constraining thermal-based energy balance over three semi-arid agricultural areas. Remote Sens., Vol. 13. 10.3390/rs13040727.
    CrossRef  |  Direct Link  |  
  21. Hssaine, B.A., A. Chehbouni, S. Er-Raki, S. Khabba and J. Ezzahar et al., 2021. Including Radar Soil Moisture into Two-source Energy Balance Model for Improving Turbulent Fluxes Estimates. 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 11-16 July, 2021, IEEE, ISBN: 978-1-6654-0369-6, pp: 6435-6438.
    CrossRef  |  Direct Link  |  
  22. Hssaine, B.A., A. Chehbouni, S. Er-Raki, S. Khabba and J. Ezzahar et al., 2021. Including Radar Soil Moisture into Two-Source Energy Balance Model for Improving Turbulent Fluxes Estimates. 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 11-16 July 2021 IEEE, 6435-6438.
    CrossRef  |  Direct Link  |  
  23. Hachimi, C.E., S. Belaqziz, S. Khabba and A. Chehbouni, 2021. Towards precision agriculture in Morocco: A machine learning approach for recommending crops and forecasting weather. 2021 International Conference on Digital Age & Technological Advances for Sustainable Development (ICDATA), 29-30 June 2021 IEEE, 88-95.
    CrossRef  |  Direct Link  |  
  24. Er-Raki, S., J. Ezzahar, O. Merlin, A. Amazirh and B.A. Hssaine et al., 2021. 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. Agric. Water Manage., 10.1016/j.agwat.2020.106546.
    CrossRef  |  Direct Link  |  
  25. El Hachimi, C., S. Belaqziz, S. Khabba and A. Chehbouni, 2021. Towards precision agriculture in morocco: A machine learning approach for recommending crops and forecasting weather. In 2021 International Conference on Digital Age & Technological Advances for Sustainable Development (ICDATA), 29-30 June, 2021, IEEE, pp: 88-95.
    CrossRef  |  Direct Link  |  
  26. Chakir, A., P.L. Frison, S. Khabba, J. Ezzahar and L. Villard et al., 2021. 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. 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 11-16 July, 2021, IEEE, ISBN:978-1-6654-0369-6, pp: 3801-3804.
    CrossRef  |  Direct Link  |  
  27. Bouras, E.H., L. Jarlan, S. Er-Raki, R. Balaghi, A. Amazirh, B. Richard and S. Khabba, 2021. Cereal yield forecasting with satellite drought-based indices, weather data and regional climate indices using machine learning in Morocco. Remote Sens., Vol. 13. 10.3390/rs13163101.
    CrossRef  |  Direct Link  |  
  28. Belaqziz, S., S. Khabba, M.H. Kharrou, E.H. Bouras, S. Er-Raki and A. Chehbouni, 2021. 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., Vol. 13. 10.3390/rs13183789.
    CrossRef  |  Direct Link  |  
  29. houssaine Bouras, E., L. Jarlan, S. Er-Raki, C. Albergel, B. Richard, R. Balaghi and S. Khabba, 2020. 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., 10.3390/rs12244018.
    CrossRef  |  Direct Link  |  
  30. Villard, L., A. Chakir, P. Fanise, N. Ouaadi and J. Ezzahar et al., 2020. Temporal decorrelation At C- And L-band over olive tree plantations:first insights from the marocscat campaigns. IEEE., 10.1109/M2GARSS47143.2020.9105196.
    CrossRef  |  Direct Link  |  
  31. Rafi, Z., O. Merlin, V.L. Dantec, S. Khabba, S. Er-Raki and P. Mordelet, 2020. Inter-comparison between different techniques for evapotranspiration partitioning: eddy covariance-, sap flow-, lysimeter- and fao-based methods. Adv. Smart Technol. Appl. Case Stud., 684: 431-439.
    CrossRef  |  Direct Link  |  
  32. Page, M.L., Y. Fakir, L. Jarlan, A. Boone, B. Berjamy, S. Khabba and M. Zribi, 2020. Projection of irrigation water demand based on the simulation of synthetic crop coefficients and climate change. Hydrol. Earth Syst. Sci., 10.5194/hess-2020-301.
    CrossRef  |  Direct Link  |  
  33. Ouaadi, N., L. Jarlan, J. Ezzahar, S. Khabba and V.L. Dantec et al., 2020. Water stress detection over irrigated wheat crops in semi-arid areas using the diurnal differences of sentinel-1 backscatter. 2020 Mediterranean and Middle-East Geoscience and Remote Sensing Symposium (M2GARSS). March 9-11, 2020, IEEE Xplore, Tunis, Tunisia, 306-309.
    CrossRef  |  Direct Link  |  
  34. Ouaadi, N., L. Jarlan, J. Ezzahar, S. Khabba and V. Le Dantec et al., 2020. Water stress detection over irrigated wheat crops in semi-arid areas using the diurnal differences of sentinel-1 backscatter. IEEE., 10.1109/M2GARSS47143.2020.9105171.
    CrossRef  |  Direct Link  |  
  35. Ouaadi, N., L. Jarlan, J. Ezzahar, M. Zribi, S. Khabba, E. Bouras and P.L. Frison, 2020. Surface soil moisture retrieval over irrigated wheat crops in semi-arid areas using sentinel-1 data, IEEE., 10.1109/M2GARSS47143.2020.9105282.
    CrossRef  |  Direct Link  |  
  36. Ouaadi, N., L. Jarlan, J. Ezzahar, M. Zribi and S. Khabba et al., 2020. Monitoring of wheat crops using the backscattering coefficient and the interferometric coherence derived from Sentinel-1 in semi-arid areas. Remote Sens. Environ., Vol. 251. 10.1016/j.rse.2020.112050.
    CrossRef  |  Direct Link  |  
  37. Khabba, S., S. Er-Raki, J. Toumi, J. Ezzahar, B.A. Hssaine, M. Le Page and A. Chehbouni, 2020. A simple light-use-efficiency model to estimate wheat yield in the semi-arid areas. Agronomy, Vol. 10. 10.3390/agronomy10101524.
    CrossRef  |  Direct Link  |  
  38. Hssaine, B.A., O. Merlin, J. Ezzahar, N. Ojha, S. Er-Raki and S. Khabba, 2020. 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. Hydrol. Earth Syst. Sci., 24: 1781-1803.
    CrossRef  |  Direct Link  |  
  39. Frison, P.L., A. Chakir, J. Ezzahar, P. Fanise and L. Villard et al., 2020. C band radar crops monitoring at high temporal frequency: first results of the MOCTAR campaign. IEEE., 10.1109/M2GARSS47143.2020.9105177.
    CrossRef  |  Direct Link  |  
  40. Elfarkh, J., S. Er-Raki, J. Ezzahar, S. Khabba, L. Jarlan and A. Chehbouni, 2020. The use of sap flow and eddy covariance for evaluating the Shuttleworth-Wallace model to estimate evapotranspiration and transpiration over olive orchard in a semi-arid region. Acta Horti., 1300: 63-72.
    CrossRef  |  Direct Link  |  
  41. Elfarkh, J., S. Er-Raki, J. Ezzahar, L. Jarlan, S. Khabba and A. Chehbouni, 2020. Estimation of the evapotranspiration over heterogeneous region using shuttleworth-wallace model. Adv. Smart Technol. Appl. Case Stud., 684: 451-459.
    CrossRef  |  Direct Link  |  
  42. Elfarkh, J., S. Er-Raki, J. Ezzahar, A. Chehbouni and B. Aithssaine et al., 2020. Integrating thermal stress indexes within Shuttleworth–Wallace model for evapotranspiration mapping over a complex surface. Irrig. Sci., 10.1007/s00271-020-00701-3.
    CrossRef  |  Direct Link  |  
  43. Elfarkh, J., J. Ezzahar, S. Er-Raki, V. Simonneaux and B.A. Hssaine et al., 2020. Multi-scale evaluation of the TSEB model over a complex agricultural landscape in Morocco. Remote Sens., 10.3390/rs12071181.
    CrossRef  |  Direct Link  |  
  44. Aouade, G., L. Jarlan, J. Ezzahar, S. Er-Raki and A. Napoly et al., 2020. Evapotranspiration partition using the multiple energy balance version of the ISBA-A-gs land surface model over two irrigated crops in a semi-arid Mediterranean region (Marrakech, Morocco). Hydrol. Earth Syst. Sci., 24: 3789-3814.
    CrossRef  |  Direct Link  |  
  45. Sefiani, S., A. El Mandour, N. Laftouhi, N. Khalil and A. Chehbouni et al., 2019. Evaluation of groundwater quality and agricultural use under a semi‐arid environment: Case of agafay, Western Haouz, Morocco. Irrig. Drain., (In Press). 10.1002/ird.2363.
    CrossRef  |  Direct Link  |  
  46. Rafi, Z., O. Merlin, V. Le Dantec, S. Khabba and P. Mordelet et al., 2019. Partitioning evapotranspiration of a drip-irrigated wheat crop: Inter-comparing eddy covariance-, sap flow-, lysimeter-and FAO-based methods. Agric. For. Meteorol., 265: 310-326.
    CrossRef  |  Direct Link  |  
  47. Ezzahar, J., N. Ouaadi, M. Zribi, J. Elfarkh and G. Aouade et al., 2019. Evaluation of backscattering models and support vector machine for the retrieval of bare soil moisture from sentinel-1 data. Remote Sens., Vol. 12. 10.3390/rs12010072.
    CrossRef  |  Direct Link  |  
  48. Bouras, E., L. Jarlan, S. Khabba, S. Er-Raki, A. Dezetter, F. Sghir and Y. Tramblay, 2019. Assessing the impact of global climate changes on irrigated wheat yields and water requirements in a semi-arid environment of Morocco. Sci. Rep., Vol. 9. 10.1038/s41598-019-55251-2.
    CrossRef  |  Direct Link  |  
  49. Olivera-Guerra, L., O. Merlin, S. Er-Raki, S. Khabba and M.J. Escorihuela, 2018. Estimating the water budget components of irrigated crops: Combining the FAO-56 dual crop coefficient with surface temperature and vegetation index data. Agric. Water Manag., 208: 120-131.
    CrossRef  |  Direct Link  |  
  50. Nassah, H., S. Er-Raki, S. Khabba, Y. Fakir, F. Raibi, O. Merlin and B. Mougenot, 2018. Evaluation and analysis of deep percolation losses of drip irrigated citrus crops under non-saline and saline conditions in a semi-arid area. Biosyst. Eng., 165: 10-24.
    CrossRef  |  Direct Link  |  
  51. Merlin, O., L. Olivera-Guerra, B.A. Hssaine, A. Amazirh and Z. Rafi et al., 2018. A phenomenological model of soil evaporative efficiency using surface soil moisture and temperature data. Agric. For. Meteorol., 256: 501-515.
    CrossRef  |  Direct Link  |  
  52. Malbeteau, Y., O. Merlin, G. Balsamo, S. Er-Raki, S. Khabba, J.P. Walker and L. Jarlan, 2018. Toward a surface soil moisture product at high spatiotemporal resolution: Temporally interpolated, spatially disaggregated SMOS data. J. Hydrometeorol., 19: 183-200.
    CrossRef  |  Direct Link  |  
  53. Hssaine, B.A., O. Merlin, Z. Rafi, J. Ezzahar, L. Jarlan, S. Khabba and S. Er-Raki, 2018. Calibrating an evapotranspiration model using radiometric surface temperature, vegetation cover fraction and near-surface soil moisture data. Agric. For. Meteorol., 256: 104-115.
    CrossRef  |  Direct Link  |  
  54. Hssaine, B., J. Ezzahar, L. Jarlan, O. Merlin and S. Khabba et al., 2018. 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., Vol. 10, No. 6. 10.3390/rs10060974.
    CrossRef  |  Direct Link  |  
  55. Er-Raki, S., A. Amazirh, A. Ayyoub, S. Khabba, O. Merlin, J. Ezzahar and A. Chehbouni, 2018. Integrating thermal surface temperature into penman-monteith model for estimating evapotranspiration and crop water stress of orange orchard in Semi-Arid region. Acta Hortic., 1197: 89-96.
    CrossRef  |  Direct Link  |  
  56. Amazirh, A., O. Merlin, S. Er-Raki, Q. Gao and V. Rivalland et al., 2018. Retrieving surface soil moisture at high spatio-temporal resolution from a synergy between Sentinel-1 radar and Landsat thermal data: A study case over bare soil. Remote Sens. Environ., 211: 321-337.
    CrossRef  |  Direct Link  |  
  57. Sefiani, S., A. El Mandour, N.E. Laftouhi, N. Khalil and S. Kamal et al., 2017. Assessment of soil quality for a semi-arid irrigated under citrus orchard: Case of the Haouz plain, Morocco. Eur. Scient. J., 13: 367-388.
  58. Nassah, H., S. Er-Raki, S. Khabba, Y. Fakir, J. Ezzahar, L. Hanich and O. Merlin, 2017. Evaluation of deep percolation in irrigated citrus orchards in the semi-arid region of Tensift Al Haouz, Morocco. Acta Hortic., 1150: 145-152.
    CrossRef  |  Direct Link  |  
  59. Malbéteau, Y., O. Merlin, S. Gascoin, J.P. Gastellu and C. Mattar et al., 2017. Normalizing land surface temperature data for elevation and illumination effects in mountainous areas: A case study using ASTER data over a steep-sided valley in Morocco. Remote Sens. Environ., 189: 25-39.
    CrossRef  |  Direct Link  |  
  60. Eweys, O.A., M.J. Escorihuela, J.M. Villar, S. Er-Raki and A. Amazirh et al., 2017. 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., Vol. 9, No. 11. 10.3390/rs9111155.
    CrossRef  |  Direct Link  |  
  61. Diarra, A., L. Jarlan, S. Er-Raki, M. Le Page and G. Aouade et al., 2017. Performance of the Two-Source Energy Budget (TSEB) model for the monitoring of evapotranspiration over irrigated annual crops in North Africa. Agric. Water Manag., 193: 71-88.
    CrossRef  |  Direct Link  |  
  62. Ayyoub, A., S. Khabba, S. Er-Raki, O. Merlin and A. Bahlaoui, 2017. Calibration and validation of the penman-monteith model for estimating evapotranspiration of an orange orchard in semi-arid region. Acta Hortic., 1150: 15-22.
    CrossRef  |  Direct Link  |  
  63. Ayyoub, A., S. Er-Raki, S. Khabba, O. Merlin and J. Ezzahar et al., 2017. A simple and alternative approach based on reference evapotranspiration and leaf area index for estimating tree transpiration in semi-arid regions. Agric. Water Manag., 188: 61-68.
    CrossRef  |  Direct Link  |  
  64. Amenzou, N., H. Marah, F. Raibi, J. Ezzahar and F. Taous et al., 2017. Isotopic and Conventional Techniques to Improve the Irrigation Practice for Enhancing Agriculture Production Under Water Limiting Conditions in Morocco. In: Managing Irrigation Water to Enhance Crop Productivity under Water-limiting Conditions: A Role for Isotopic Techniques, FAO. and IAEA (Eds.)., IAEA TECDOC SERIES 1813, IAEA Library Cataloguing, Austria, ISBN: 978-92-0-103717-6, pp: 45-55.
  65. Amazirh, A., S. Er-Raki, A. Chehbouni, V. Rivalland and A. Diarra et al., 2017. Modified penman-monteith equation for monitoring evapotranspiration of wheat crop: Relationship between the surface resistance and remotely sensed stress index. Biosyst. Eng., 164: 68-84.
    CrossRef  |  Direct Link  |  
  66. Toumi, J., S. Er-Raki, J. Ezzahar, S. Khabba, L. Jarlan and A. Chehbouni, 2016. 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. Agric. Water Manage., 163: 219-235.
    CrossRef  |  Direct Link  |  
  67. Merlin, O., V.G. Stefan, A. Amazirh, A. Chanzy and E. Ceschia et al., 2016. Modeling soil evaporation efficiency in a range of soil and atmospheric conditions using a meta-analysis approach. Water Resourc. Res., 52: 3663-3684.
    CrossRef  |  Direct Link  |  
  68. Lionel, J., S. Khabba, C. Szczypta, Z. Lili-Chabaane and F. Driouech et al., 2016. Water Resources in South Mediterranean Catchments: Assessing Climatic Drivers and Impacts. In: The Mediterranean Region Under Climate Change: A Scientific Update, Thiébault, S. and M. Jean-Paul (Eds.)., IRD., Marseille, ISBN: 978-2-7099-2219-7, pp: 303-309.
  69. Belaqziz, S., M. Le Page, C.F. Aparicio, M.H. Kharrou and S. Khabba et al., 2016. Simulating negotiations over limited water resources: A multi-agent system approach for irrigation systems facilitates the analysis of the decision-making process. Conduct. Int. J. Interbehavior. Behav. Anal., 4: 116-135.
  70. Aouade, G., J. Ezzahar, N. Amenzou, S. Er-Raki, A. Benkaddour, S. Khabba and L. Jarlan, 2016. 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. Agric. Water Manag., 177: 181-192.
    CrossRef  |  Direct Link  |  
  71. Amenzou, N., H. Marah, J. Ezzahar, F. Raibi and F. Mokhtari et al., 2016. Evapotranspiration partitioning components in an irrigated winter wheat field: A combined isotopic and micrometeorologic approach. Int. J. Environ. Agric. Res., 2: 125-133.
  72. Stefan, V.G., O. Merlin, S. Er-Raki, M.J. Escorihuela and S. Khabba, 2015. 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: 10444-10479.
    CrossRef  |  Direct Link  |  
  73. Merlin, O., Y. Malbeteau, Y. Notfi, S. Bacon, S. Er-Raki, S. Khabba and L. Jarlan, 2015. Performance metrics for soil moisture downscaling methods: Application to DISPATCH data in central Morocco. Remote Sensing, 7: 3783-3807.
    CrossRef  |  Direct Link  |  
  74. Jarlan, L., S. Khabba, S. Er-Raki, M. Le Page and L. Hanich et al., 2015. Remote sensing of water resources in semi-arid Mediterranean areas: The joint international laboratory TREMA. Int. J. Remote Sens., 36: 4879-4917.
    CrossRef  |  Direct Link  |  
  75. Le Page, M., J. Toumi, S. Khabba, O. Hagolle and A. Tavernier et al., 2014. 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: 11182-11203.
    CrossRef  |  Direct Link  |  
  76. Jarlan, L., J. Abaoui, B. Duchemin, A. Ouldbba and Y.M. Tourre et al., 2014. Linkages between common wheat yields and climate in Morocco (1982-2008). Int. J. Biometeorol., 58: 1489-1502.
    CrossRef  |  
  77. Belaqziz, S., S. Mangiarotti, M. Le Page, S. Khabba and S. Er-Raki et al., 2014. Irrigation scheduling of a classical gravity network based on the covariance matrix Adaptation-evolutionary strategy algorithm. Comput. Electron. Agric., 102: 64-72.
    CrossRef  |  Direct Link  |  
  78. Kharrou, M.H., M. Le Page, A. Chehbouni, V. Simonneaux and S. Er-Raki et al., 2013. Assessment of equity and adequacy of water delivery in irrigation systems using remote sensing-based indicators in Semi-arid region, Morocco. Water Resour. Manage., 27: 4697-4714.
    CrossRef  |  Direct Link  |  
  79. Khabba, S., L. Jarlan, S. Er-Raki, M. Le Page and J. Ezzahar et al., 2013. The Sudmed program and the joint international laboratory TREMA: A decade of water transfer study in the Soil-plant-atmosphere system over irrigated crops in Semi-arid area. Procedia Environ. Sci., 19: 524-533.
    CrossRef  |  Direct Link  |  
  80. Ezzahar, J., S. Er-Raki, W. Bouarifi, L. Jarlan and H. Marah et al., 2013. Estimation of the Evapotranspiration Over Sparse and Tall Vegetation Using the Large Aperture Scintillometer. In: Evapotranspiration : Processes, Sources and Environmental Implications. Er-Raki, S. (Ed.). Nova Science Publishers, New York, USA., ISBN: 978-1-62417-138-3, pp: 160-174.
  81. Er-Raki, S., J. Ezzahar, S. Khabba, L. Jarlan, M.H. Kharrou and G. Chehbouni, 2013. Micrometeorology tools for measuring evapotranspiration from the leaf to the region. In: Evapotranspiration: Processes, Sources and Environmental Implications. Er-Raki, S. (Ed.). Nova Publishers, New York, USA., ISBN: 978-1-62417-138-3, pp: 1-22.
    Direct Link  |  
  82. Diarra, A., L. Jarlan, S. Er-Raki, M. Le Page and S. Khabba et al., 2013. Characterization of evapotranspiration over irrigated crops in a Semi-arid Area (Marrakech, Morocco) using an energy budget model. Procedia Environ. Sci., 19: 504-513.
    CrossRef  |  Direct Link  |  
  83. Belaqziz, S., S. Khabba, S. Er-Raki, L. Jarlan and M. Le Page et al., 2013. A new irrigation priority index based on remote sensing data for assessing the networks irrigation scheduling. Agric. Water Manage., 119: 1-9.
    CrossRef  |  Direct Link  |  
  84. Belaqziz, S., A. El Fazziki, S. Mangiarotti, M. Le Page and S. Khabba et al., 2013. An agent based modeling for the gravity irrigation management. Procedia Environ. Sci., 19: 804-813.
    CrossRef  |  Direct Link  |  
  85. Amenzou, N., H. Marah, F. Raibi, S. Ezzahar, S. Khabba, L. Jarlan and M. Ismaili, 2013. Estimation of soil evaporation and infiltration losses using stables isotopes, fluxmeter and Eddy-covariance system for citrus orchards in a Semi-arid region (Morocco). Academia J. Environ. Sci., 1: 1-8.
    Direct Link  |  
  86. Ezzahar, J., S. Er-Raki, H. Marah, S. Khabba, N. Amenzou and G. Chehbouni, 2012. Coupling soil-vegetationatmosphere-transfer model with energy balance model for estimating energy and water vapor fluxes over an olive grove in a semi-arid region. Global Meteorol., Vol. 1. 10.4081/gm.2012.e1.
    CrossRef  |  
  87. Benhadj, I., B. Duchemin, P. Maisongrande, V. Simonneaux, S. Khabba and A. Chehbouni, 2012. Automatic unmixing of MODIS multi-temporal data for inter-annual monitoring of land use at a regional scale (Tensift, Morocco). Int. J. Remote Sens., 33: 1325-1348.
    CrossRef  |  Direct Link  |  
  88. Er-Raki, S., S. Khabba, T. Erraji, J. Ezzahar and L. Jarlan et al., 2011. Evaluation of the sap flow measurements determined with heat balance method for citrus orchards in semi-arid region. Acta Hortic., 951: 259-267.
    Direct Link  |  
  89. Er-Raki, S., A. Chehbouni, J. Ezzahar, S. Khabba, E.K. Lakhal and B. Duchemin, 2011. Derived crop coefficient for winter wheat using different reference evpotranspirationestimates methods. J. Agric. Sci. Technol., 13: 209-221.
    Direct Link  |  
  90. Hadria, R., B. Duchemin, L. Jarlan, G. Dedieu and F. Baup et al., 2010. Potentiality of optical and radar satellite data at high spatio-temporal resolutions for the monitoring of irrigated wheat crops in Morocco. Int. J. Applied Earth Observat. Geoinformat., 12: 32-37.
    CrossRef  |  
  91. Er-Raki, S., A. Chehbouni, S. Khabba, V. Simonneaux and L. Jarlan et al., 2010. Assessment of reference evapotranspiration methods in semi-arid regions: Can weatherforecast data be used as alternate of ground meteorological parameters. J. Arid Environ., 74: 1587-1596.
    CrossRef  |  
  92. Duchemin, B., R. Hadria, I. Benhadj, B. Mougenot and O. Hagolle et al., 2010. Remote sensing with high space and time resolutions: Applications for the monitoring of water resource in semi-arid croplands. Houille Blanche-Revue Internationale De L Eau 3: 45-52.
    CrossRef  |  
  93. Khabba, S., B. Duchemin, R. Hadria, S. Er-Raki and J. Ezzahar et al., 2009. Evaluation of digital hemispherical photography and plant canopy analyzer for measuring vegetation area index of orange orchards. J. Agron., 8: 67-72.
    CrossRef  |  Direct Link  |  
  94. Ezzahar, J., A. Chehbouni, S. Er-Raki, S. Khabba and L. Hanich, 2009. Estimating and monitoring seasonal water consumption of olive orchards in a semi-arid region (Morocco) using the Eddy-covariance system. Options Mediterraneennes Technol. Perspectives Rational Water Resour. Mediterranean Region, 88: 81-87.
    Direct Link  |  
  95. Er-Raki, S., A. Chehbouni, N. Guemouria, J. Ezzahar, S. Khabba, G. Boulet and L. Hanich, 2009. Citrus orchard evapotranspiration: Comparison between eddy covariance measurements and the FAO-56 approach estimates. Plant Biosystems, 143: 201-208.
    CrossRef  |  Direct Link  |  
  96. Er-Raki, S., A. Chehbouni, J. Ezzahar, S. Khabba, G. Boulet, L. Hanich and D. Williams, 2009. Evapotranspiration partitioning from sap flow and eddy covariance techniques for olive orchards in semi-arid region. Acta Hort., 846: 201-208.
    Direct Link  |  
  97. Duchemin, B., O. Hogole, B. Mougenot, I. Benhadj and R. Hadria et al., 2008. Agrometerological study of semi-arid areas: An experiment for analysing the potential of time series of FORMOSAT-2 images (Tensift-Marrakech plain). Int. J. Remote Sensing, 29: 5291-5300.
    CrossRef  |  Direct Link  |  
  98. Chehbouni, A., R. Escadafal, B. Duchemin, G. Boulet and V. Simonneaux et al., 2008. An integrated modelling and remote sensing approach for hydrological study in arid and semi-arid regions: The SUDMED program. Int. J. Remote Sensing, 29: 5161-5181.
    CrossRef  |  Direct Link  |  
  99. Hadria, R., S. Khabba, A. Lahrouni, B. Duchemin, A.G. Chehbouni, L. Ouzine and J. Carriou, 2007. Calibration and validation of the STICS crop model for managing wheat irrigation in the semi-arid marrakech/Al haouz plain. Arabian J. Sci. Enginee., 32: 87-101.
    Direct Link  |  
  100. Hadria, R., B. Duchemin, A. Lahrouni, S. Khabba and S. Er-raki et al., 2006. Monitoring of irrigated wheat in a semi-arid climate using crop modelling and remote sensing data: Impact of satellite revisit time frequency. Int. J. Remote Sensing, 27: 1093-1117.
    CrossRef  |  Direct Link  |  
  101. El-Hisse, M., S. Khabba, A. Lahrouni, J.F. Ledent and B. Bennouna, 2006. Quantification de l`absorption de la lumiere par des plantes a geometrie complexe-cas du mais. Phys. Chem. News, 30: 62-65.
    Direct Link  |  
  102. Duchemin, B., R. Hadria, S. Erraki, G. Boulet and P. Maisongrande et al., 2006. Monitoring wheat phenology and irrigation in central Morocco: On the use of relationships between evapotranspiration, crops coefficients, leaf area index and remotely-sensed vegetation indices. Agric. Water Manage., 97: 1-27.
    CrossRef  |  Direct Link  |  
  103. Anadif, N., M. El-Hisse, A. Lahrouni, B. Bennouna and S. Khabba, 2006. Simulation de l'impact d'un apport d`eau excessif sur le lessivage des nitrates dans le sol sous les conditions de Marrakech. Phys. Chem. News, 30: 07-12.
    Direct Link  |  
  104. Lahrouni, A., S. Khabba, J.F. Ledent, B. Duchemin and M. El Hisse, 2005. Determination of stomatal resistance of maize ear by energy balance method. Adv. Mod. Simulat. Tech. Enterprises, 6: 57-66.
  105. Bennouna, B., A. Lahrouni and S. Khabba, 2005. Parametres de croissance du mais dans le Haouz de Marrakech (Maroc). Cahiers Agric., 14: 437-446.
    Direct Link  |  
  106. Rodriguez, J.C., B. Duchemin, R. Hadria, C. Watts and J. Garatuza et al., 2004. Wheat yield estimation using remote sensing and the STICS model in the semiarid Yaqui valley, Mexico. Agronomie, 24: 295-304.
    CrossRef  |  Direct Link  |  
  107. Bennouna, B., A. Lahrouni, O. Bethenod, C. Fournier, B. Andrieu and S. Khabba, 2004. Development of maize internode under drought stress. J. Agron., 3: 94-102.
    CrossRef  |  Direct Link  |  
  108. Khabba, S., J.F. Ledent and A. Lahrouni, 2001. Maize ear temperature. Eur. J. Agron., 14: 197-208.
    CrossRef  |  
  109. Khabba, S., J.F. Ledent and A. Lahrouni, 2001. Development and validation of model for estimating temperature within maize ear. Agric. For. Meteorol., 106: 131-146.
    CrossRef  |  
  110. Khabba, S., J.F. Ledent and A. Lahrouni, 1999. Development and validation of model of heat diffusion in maize ear. Agric. For. Meteorol., 97: 113-127.
    CrossRef  |  Direct Link  |  
  111. Khabba, S. and A. Lahrouni, 1998. Energy balance of maize ear: Theoretical study. Renewable Energy J., 16: 2000-2003.