IDEAS home Printed from https://ideas.repec.org/a/spr/waterr/v27y2013i13p4697-4714.html
   My bibliography  Save this article

Assessment of Equity and Adequacy of Water Delivery in Irrigation Systems Using Remote Sensing-Based Indicators in Semi-Arid Region, Morocco

Author

Listed:
  • Mohamed Kharrou
  • Michel Le Page
  • Ahmed Chehbouni
  • Vincent Simonneaux
  • Salah Er-Raki
  • Lionel Jarlan
  • Lahcen Ouzine
  • Said Khabba
  • Ghani Chehbouni

Abstract

The irrigation performance criteria of equity and adequacy are of primary concern for irrigation managers. The input data required at various scales to assess irrigation performance, often not available, need costly intensive field campaigns. Remote sensing techniques, used to directly estimate crop evapotranspiration (ETc), became recently an attractive option to assess irrigation performance from individual fields to irrigation scheme or river basin scale. In this study, ETc maps were obtained by combining the FAO-56 dual approach with relationships between crop biophysical variables and NDVI (Normalized Difference Vegetation Index), using high spatial resolution time series of SPOT and Landsat images. This approach was applied for 2002/2003 growing season in Haouz plain, Morocco. Remote sensing-based indicators, reflecting equity and adequacy of the irrigation water delivery were estimated. Adequacy was determined according to Relative Irrigation supply (RIS), Depleted Fraction (DF) and Relative Evapotranspiration (RET) and equity according to the coefficient of variation of ETc. The analysis of these indicators exhibits a great variability among fields. Variability in irrigation performance at all levels, associated factors and possible improvements are discussed. This study demonstrates how remote sensing-based estimates of water consumption provide better estimates of irrigation performance at different scales than the traditional field survey methods. Copyright Springer Science+Business Media Dordrecht 2013

Suggested Citation

  • Mohamed Kharrou & Michel Le Page & Ahmed Chehbouni & Vincent Simonneaux & Salah Er-Raki & Lionel Jarlan & Lahcen Ouzine & Said Khabba & Ghani Chehbouni, 2013. "Assessment of Equity and Adequacy of Water Delivery in Irrigation Systems Using Remote Sensing-Based Indicators in Semi-Arid Region, Morocco," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 27(13), pages 4697-4714, October.
    • Handle: RePEc:spr:waterr:v:27:y:2013:i:13:p:4697-4714
    DOI: 10.1007/s11269-013-0438-5
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1007/s11269-013-0438-5
    Download Restriction: Access to full text is restricted to subscribers.
    File URL: https://libkey.io/10.1007/s11269-013-0438-5?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Molden, D., 1997. "Accounting for water use and productivity," IWMI Books, Reports H021374, International Water Management Institute.
    2. Bos, M. G. & Burton, M. A. & Molden, David J., 2005. "Irrigation and drainage performance assessment: practical guidelines," IWMI Books, Reports H037064, International Water Management Institute.
    3. Duchemin, B. & Hadria, R. & Erraki, S. & Boulet, G. & Maisongrande, P. & Chehbouni, A. & Escadafal, R. & Ezzahar, J. & Hoedjes, J.C.B. & Kharrou, M.H. & Khabba, S. & Mougenot, B. & Olioso, A. & Rodrig, 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," Agricultural Water Management, Elsevier, vol. 79(1), pages 1-27, January.
    4. Pinstrup-Andersen, Per & Pandya-Lorch, Rajul & Rosegrant, Mark W., 1997. "The world food situation," Food policy reports 7, International Food Policy Research Institute (IFPRI).
    5. Narendra Gontia & Kamlesh Tiwari, 2010. "Estimation of Crop Coefficient and Evapotranspiration of Wheat (Triticum aestivum) in an Irrigation Command Using Remote Sensing and GIS," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 24(7), pages 1399-1414, May.
    6. Zhang, Heping & Oweis, Theib, 1999. "Water-yield relations and optimal irrigation scheduling of wheat in the Mediterranean region," Agricultural Water Management, Elsevier, vol. 38(3), pages 195-211, January.
    7. Molden, D. J. & Sakthivadivel, R. & Perry, C. J. & de Fraiture, C. & Kloezen, W. H., 1998. "Indicators for comparing performance of irrigated agricultural systems," IWMI Research Reports H022308, International Water Management Institute.
    8. Molden, David J. & Sakthivadivel, Ramasamy & Perry, Christopher J. & de Fraiture, Charlotte & Kloezen, Wim H., 1998. "Indicators for comparing performance of irrigated agricultural systems," IWMI Research Reports 44581, International Water Management Institute.
    9. Zwart, Sander J. & Bastiaanssen, Wim G. M., 2004. "Review of measured crop water productivity values for irrigated wheat, rice, cotton and maize," Agricultural Water Management, Elsevier, vol. 69(2), pages 115-133, September.
    10. Bos, M. G., 1997. "Performance indicators for irrigation and drainage," Conference Papers h044141, International Water Management Institute.
    11. Ahmad, M.D. & Turral, H. & Nazeer, A., 2009. "Diagnosing irrigation performance and water productivity through satellite remote sensing and secondary data in a large irrigation system of Pakistan," Agricultural Water Management, Elsevier, vol. 96(4), pages 551-564, April.
    12. Kijne, J. W. & Barker, R. & Molden. D., 2003. "Water productivity in agriculture: limits and opportunities for improvement," IWMI Books, Reports H032631, International Water Management Institute.
    13. Folhes, M.T. & Rennó, C.D. & Soares, J.V., 2009. "Remote sensing for irrigation water management in the semi-arid Northeast of Brazil," Agricultural Water Management, Elsevier, vol. 96(10), pages 1398-1408, October.
    14. Ray, S. S. & Dadhwal, V. K., 2001. "Estimation of crop evapotranspiration of irrigation command area using remote sensing and GIS," Agricultural Water Management, Elsevier, vol. 49(3), pages 239-249, August.
    15. Karatas, Bekir S. & Akkuzu, Erhan & Unal, Halil B. & Asik, Serafettin & Avci, Musa, 2009. "Using satellite remote sensing to assess irrigation performance in Water User Associations in the Lower Gediz Basin, Turkey," Agricultural Water Management, Elsevier, vol. 96(6), pages 982-990, June.
    16. Oweis, T. Y. & Hachum, A. Y., 2003. "Improving water productivity in the dry areas of West Asia and North Africa," IWMI Books, Reports H032642, International Water Management Institute.
    17. Gonzalez-Dugo, M.P. & Mateos, L., 2008. "Spectral vegetation indices for benchmarking water productivity of irrigated cotton and sugarbeet crops," Agricultural Water Management, Elsevier, vol. 95(1), pages 48-58, January.
    18. Kijne, Jacob W. & Barker, Randolph & Molden, David J. (ed.), 2003. "Water productivity in agriculture: limits and opportunities for improvement," IWMI Books, International Water Management Institute, number 138054.
    19. Er-Raki, S. & Chehbouni, A. & Guemouria, N. & Duchemin, B. & Ezzahar, J. & Hadria, R., 2007. "Combining FAO-56 model and ground-based remote sensing to estimate water consumptions of wheat crops in a semi-arid region," Agricultural Water Management, Elsevier, vol. 87(1), pages 41-54, January.
    20. Molden, David J., 1997. "Accounting for water use and productivity," IWMI Books, International Water Management Institute, number 113623.
    21. G. Roerink & W. Bastiaanssen & J. Chambouleyron & M. Menenti, 1997. "Relating Crop Water Consumption to Irrigation Water Supply by Remote Sensing," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 11(6), pages 445-465, December.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Xin Zhang & Jianheng Zhang & Liwei Li & Yang Liu & Wenchao Zhen & Guiyan Wang, 2024. "Interaction Effects of Water and Nitrogen Practices on Wheat Yield, Water and Nitrogen Productivity under Drip Fertigation in Northern China," Agriculture, MDPI, vol. 14(9), pages 1-19, September.
    2. Alonso, A. & Feltz, N. & Gaspart, F. & Sbaa, M. & Vanclooster, M., 2019. "Comparative assessment of irrigation systems’ performance: Case study in the Triffa agricultural district, NE Morocco," Agricultural Water Management, Elsevier, vol. 212(C), pages 338-348.
    3. Sara, Ourrai & Bouchra, Aithssaine & Abdelhakim, Amazirh & Salah, Er-RAKI & Lhoussaine, Bouchaou & Frederic, Jacob & Abdelghani, Chehbouni, 2024. "Assessment of the modified two-source energy balance (TSEB) model for estimating evapotranspiration and its components over an irrigated olive orchard in Morocco," Agricultural Water Management, Elsevier, vol. 298(C).
    4. Ionuț-Alexandru Spânu & Alexandru Ozunu & Dacinia Crina Petrescu & Ruxandra Malina Petrescu-Mag, 2022. "A Comparative View of Agri-Environmental Indicators and Stakeholders’ Assessment of Their Quality," Agriculture, MDPI, vol. 12(4), pages 1-23, March.
    5. Toumi, J. & Er-Raki, S. & Ezzahar, J. & Khabba, S. & Jarlan, L. & Chehbouni, A., 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," Agricultural Water Management, Elsevier, vol. 163(C), pages 219-235.
    6. Sawadogo, Alidou & Dossou-Yovo, Elliott R. & Kouadio, Louis & Zwart, Sander J. & Traoré, Farid & Gündoğdu, Kemal S., 2023. "Assessing the biophysical factors affecting irrigation performance in rice cultivation using remote sensing derived information," Agricultural Water Management, Elsevier, vol. 278(C).
    7. Kudzai Mugejo & Bongani Ncube & Crispen Mutsvangwa, 2022. "Infrastructure Performance and Irrigation Water Governance in Genadendal, Western Cape, South Africa," Sustainability, MDPI, vol. 14(19), pages 1-19, September.
    8. Amazirh, Abdelhakim & Er-Raki, Salah & Ojha, Nitu & Bouras, El houssaine & Rivalland, Vincent & Merlin, Olivier & Chehbouni, Abdelghani, 2022. "Assimilation of SMAP disaggregated soil moisture and Landsat land surface temperature to improve FAO-56 estimates of ET in semi-arid regions," Agricultural Water Management, Elsevier, vol. 260(C).
    9. Usha Poudel & Haroon Stephen & Sajjad Ahmad, 2021. "Evaluating Irrigation Performance and Water Productivity Using EEFlux ET and NDVI," Sustainability, MDPI, vol. 13(14), pages 1-26, July.
    10. Abou Ali, Asma & Bouchaou, Lhoussaine & Er-Raki, Salah & Hssaissoune, Mohammed & Brouziyne, Youssef & Ezzahar, Jamal & Khabba, Saïd & Chakir, Adnane & Labbaci, Adnane & Chehbouni, Abdelghani, 2023. "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," Agricultural Water Management, Elsevier, vol. 275(C).
    11. Er-Raki, S. & Ezzahar, J. & Merlin, O. & Amazirh, A. & Hssaine, B. Ait & Kharrou, M.H. & Khabba, S. & Chehbouni, A., 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," Agricultural Water Management, Elsevier, vol. 244(C).
    12. Ahmed M. Helmi & Mohamed Elgamal & Mohamed I. Farouk & Mohamed S. Abdelhamed & Bakinam T. Essawy, 2023. "Evaluation of Geospatial Interpolation Techniques for Enhancing Spatiotemporal Rainfall Distribution and Filling Data Gaps in Asir Region, Saudi Arabia," Sustainability, MDPI, vol. 15(18), pages 1-32, September.
    13. Epule, Terence Epule & Chehbouni, Abdelghani & Chfadi, Tarik & Ongoma, Victor & Er-Raki, Salah & Khabba, Said & Etongo, Daniel & Martínez-Cruz, Adán L. & Molua, Ernest L. & Achli, Soumia & Salih, Wiam, 2022. "A Systematic National Stocktake of Crop Models in Morocco," Ecological Modelling, Elsevier, vol. 470(C).
    14. Aouade, G. & Ezzahar, J. & Amenzou, N. & Er-Raki, S. & Benkaddour, A. & Khabba, S. & Jarlan, L., 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 reg," Agricultural Water Management, Elsevier, vol. 177(C), pages 181-192.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Muhammad Usman & Talha Mahmood & Christopher Conrad & Habib Ullah Bodla, 2020. "Remote Sensing and Modelling Based Framework for Valuing Irrigation System Efficiency and Steering Indicators of Consumptive Water Use in an Irrigated Region," Sustainability, MDPI, vol. 12(22), pages 1-33, November.
    2. Hossain, Istiaque & Siwar, Chamhuri & Bin Mokhta, Mazlin & Dey, Madan Mohan & Jaafar, Abd. Hamid & Alam, Md. Mahmudul, 2019. "Water Productivity for Boro Rice Production: Study on floodplain Beels in Rajshahi, Bangladesh," OSF Preprints tm9na, Center for Open Science.
    3. Amarasinghe, Upali A. & Sharma, Bharat R., 2009. "Water productivity of food grains in India: exploring potential improvements," IWMI Books, Reports H042635, International Water Management Institute.
    4. Amarasinghe, Upali A. & Sharma, Bharat R., 2009. "Water productivity of food grains in India: exploring potential improvements," Book Chapters,, International Water Management Institute.
    5. Pereira, Luis S. & Cordery, Ian & Iacovides, Iacovos, 2012. "Improved indicators of water use performance and productivity for sustainable water conservation and saving," Agricultural Water Management, Elsevier, vol. 108(C), pages 39-51.
    6. Cook, Simon, 2006. "Agricultural water productivity: issues, concepts and approaches," IWMI Working Papers H039744, International Water Management Institute.
    7. Igbadun, Henry E. & Mahoo, Henry F. & Tarimo, Andrew K.P.R. & Salim, Baanda A., 2006. "Crop water productivity of an irrigated maize crop in Mkoji sub-catchment of the Great Ruaha River Basin, Tanzania," Agricultural Water Management, Elsevier, vol. 85(1-2), pages 141-150, September.
    8. Bessembinder, J.J.E. & Leffelaar, P.A. & Dhindwal, A.S. & Ponsioen, T.C., 2005. "Which crop and which drop, and the scope for improvement of water productivity," Agricultural Water Management, Elsevier, vol. 73(2), pages 113-130, May.
    9. Elshaikh, Ahmed E. & Jiao, Xiyun & Yang, Shi-hong, 2018. "Performance evaluation of irrigation projects: Theories, methods, and techniques," Agricultural Water Management, Elsevier, vol. 203(C), pages 87-96.
    10. Li, Xiaolin & Tong, Ling & Niu, Jun & Kang, Shaozhong & Du, Taisheng & Li, Sien & Ding, Risheng, 2017. "Spatio-temporal distribution of irrigation water productivity and its driving factors for cereal crops in Hexi Corridor, Northwest China," Agricultural Water Management, Elsevier, vol. 179(C), pages 55-63.
    11. Karatas, Bekir S. & Akkuzu, Erhan & Unal, Halil B. & Asik, Serafettin & Avci, Musa, 2009. "Using satellite remote sensing to assess irrigation performance in Water User Associations in the Lower Gediz Basin, Turkey," Agricultural Water Management, Elsevier, vol. 96(6), pages 982-990, June.
    12. Giordano, Meredith & Turral, H. & Scheierling, S. M. & Treguer, D. O. & McCornick, Peter G, 2017. "Beyond “More Crop per Drop”: evolving thinking on agricultural water productivity," IWMI Research Reports 257962, International Water Management Institute.
    13. Mohammad Alauddin & Upali A. Amarasinghe & Bharat R. Sharma, 2014. "Four decades of rice water productivity in Bangladesh: A spatio-temporal analysis of district level panel data," Economic Analysis and Policy, Elsevier, vol. 44(1), pages 51-64.
    14. Kang, Shaozhong & Hao, Xinmei & Du, Taisheng & Tong, Ling & Su, Xiaoling & Lu, Hongna & Li, Xiaolin & Huo, Zailin & Li, Sien & Ding, Risheng, 2017. "Improving agricultural water productivity to ensure food security in China under changing environment: From research to practice," Agricultural Water Management, Elsevier, vol. 179(C), pages 5-17.
    15. Liu, Junguo & Williams, Jimmy R. & Zehnder, Alexander J.B. & Yang, Hong, 2007. "GEPIC - modelling wheat yield and crop water productivity with high resolution on a global scale," Agricultural Systems, Elsevier, vol. 94(2), pages 478-493, May.
    16. Barros, R. & Isidoro, D. & Aragüés, R., 2011. "Long-term water balances in La Violada Irrigation District (Spain): II. Analysis of irrigation performance," Agricultural Water Management, Elsevier, vol. 98(10), pages 1569-1576, August.
    17. Metin Sezen, S. & Yazar, Attila, 2006. "Wheat yield response to line-source sprinkler irrigation in the arid Southeast Anatolia region of Turkey," Agricultural Water Management, Elsevier, vol. 81(1-2), pages 59-76, March.
    18. Susanne Scheierling & David O. Treguer & James F. Booker, 2016. "Water Productivity in Agriculture: Looking for Water in the Agricultural Productivity and Efficiency Literature," Water Economics and Policy (WEP), World Scientific Publishing Co. Pte. Ltd., vol. 2(03), pages 1-33, September.
    19. Cook, Simon, 2006. "Water productivity: measuring and mapping in benchmark basins. Estimation at plot, farm and basin scale," IWMI Working Papers H039742, International Water Management Institute.
    20. Upali A. Amarasinghe & R.P. S. Malik & Bharat R. Sharma, 2010. "Overcoming growing water scarcity: Exploring potential improvements in water productivity in India," Natural Resources Forum, Blackwell Publishing, vol. 34(3), pages 188-199, August.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:waterr:v:27:y:2013:i:13:p:4697-4714. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.