Abstract
In the context of defining agroecological zones and managing available water resources efficiently. The FAO-CROPWAT 8.0 model was used to estimate reference evapotranspiration (ETo) and net irrigation water requirements (NIR) for the major cultivated crops in Egypt (wheat, dry beans, potatoes, sugar beet, berseem clover, maize, tomato, cotton, sugar cane, and rice) using weather data from 31 stations from 1985 to 2018 and the soil and crop data. The average estimated ETo values showed five agroecological zones, with the first zone having the highest ETo 8 mm day−1 and the fifth zone having the lowest 3.5 mm day−1. The computed NIR for Egypt’s territories Delta, Alexandria, Greater Cairo, Suez Canal, North Upper Egypt, Central Upper Egypt, and Upper Egypt for the major crops show values of 6255.6; 3435; 370.1; 2862; 2463.6; 1341; and 4309.5 million m3 year−1, respectively, suggesting a total NIR about 21 km3 year−1 for a total cultivated of 7,523,007 acres. In the light of the available irrigation water resources, computed irrigation efficiency was 50% (flood irrigation is dominant). The proposed agroecological zones and NIR values can be used for effective water resource management through optimal irrigation planning, crop pattern selection, and applying modern irrigation systems.
Similar content being viewed by others
References
Ahmed SM (2021) Modeling crop yields amidst climate change in the Nile basin (2040–2079). Model Earth Syst Environ. https://doi.org/10.1007/s40808-021-01199-0
Allen RG (1996) Assessing integrity of weather data for use in reference evapotranspiration estimation. J Irrig Drain Eng 122:97–106
Allen RG, Pereira LS, Raes D, Smith M (1998) Crop evapotranspiration guidelines for computing crop water requirements-FAO Irrigation and drainage paper 56. FAO Rome 300(9):D05109
Allen RG, Ivan AW, Ronald LE, Terry AH, Daniel I, Marvin EJ, Richard LS (2005) The ASCE standardized reference evapotranspiration equation. Final report. Phoenix: National Irrigation Symp., ASCE-EWRI. Task Committee Retrieved from 〈http:// www.kimberly.uidaho.edu/water/asceewri/〉.
CAPMAS (Central Agency for Public Mobilization and Statistics) (2018) Statistical yearbook. Ref. No. 71-01111-20168. Cairo. (In Arabic). Available from http://www.campas.gov.eg/.
Devaki NS, Vinod T (2021) Assessment of irrigation requirement and scheduling under canal command area of Upper Ganga Canal using CropWat model. Earth Syst Environ. https://doi.org/10.1007/s40808-021-01184-7
Doria R, Madramootoo C, Mehdi B (2006) Estimation of future crop water requirements for 2020 and 2050, using CROPWAT. In: 2006 IEEE EIC climate change conference. https://doi.org/10.1109/eicccc.2006.277194
El-Shirbeny MA, Alsersy MM, Saleh NH, Abu-Taleb KA (2015) Changes in irrigation water consumption in the Nile Delta of Egypt assessed by remote sensing. Arab J Geosci 8:10509–10519
Ewaid SH, Abed SA, Ansari N (2019) Crop water requirements and irrigation schedules for some major crops in Southern Iraq. Water 11:756. https://doi.org/10.3390/w11040756
FAO, (Food and Agriculture Organization), Land and Water Division. (2021) CROPWAT Software, Available online: http://www.fao.org/landwater/databases-and-software/cropwat/en/ .
Gabr M (2018a) Wastewater reuse standards for agriculture irrigation in Egypt. 21st International Water Technology Conference, Ismailia, 28–30 June. 234–246.
Gabr ME (2018b) Evaluation of irrigation water, drainage water, soil salinity, and groundwater for sustainable cultivation. Irrigat Drainage Sys Eng 7:224
Gabr ME (2019) Drainage management problems evaluation: case Study Baloza and EL-Farama Drains, North Sinai Egypt. J Water Resour Prot 11:675–689
Gabr ME (2020a) Study of reclaimed water reuse standards and prospects in irrigation in Egypt. PSERJ 24:65–75
Gado TA (2020b) Statistical behavior of rainfall in Egypt. In: Negm A (ed) Flash floods in Egypt. Advances in Science, Technology and Innovation (IEREK Interdisciplinary Series for Sustainable Development). Springer, Cham
Gabr ME (2021) Modelling net irrigation water requirements using FAO-CROPWAT 8.0 and CLIMWAT 2.0: a case study of Tina Plain and East South ElKantara regions, North Sinai Egypt. Arch Agron Soil Sci. https://doi.org/10.1080/03650340.2021.1892650
Gabr ME, Fattouh EM (2020) Assessment of irrigation management practices using FAO CROPWAT 8, case studies: Tina Plain and East South El-Kantara Sinai, Egypt. Ain Shams Eng J 12:1623–1636. https://doi.org/10.1016/j.asej.2020.09.017
Gamal E, Mohamed A (2015) Evaluation of reference evapotranspiration equations under current climate conditions of Egypt. Turk J Agri Food Sci Technol 3:819–825
Hassan ER, Tarek A, Noura B, Tamer E, Elsayed M, Abdel-Aziz B (2019) The soils of Egypt. Springer
Kawy WA, Darwish KM (2014) Assessment of optimum land use and water requirements for agricultural purpose in some soils South Paris Oasis, Western Desert, Egypt. Arab J Geosci 7:4043–4058. https://doi.org/10.1007/s12517-013-1054-7
Kawy WA, El-Magd IH (2013) Assessing crop water requirements on the bases of land suitability of the soils South El Farafra Oasis, Western Desert, Egypt. Arab J Geosci 6:2313–2328. https://doi.org/10.1007/s12517-012-0519-4
Khalil A, Essa YH, Abdel-Wahab M (2015) Evapotranspiration mapping over Egypt using MODIS/Terra satellite data. Int J Adv Res 3:512–522
Khaydar D, Chen X, Huang Y, Ilkhom M, Liu T, Friday O, Farkhod A, Khusen G, Gulkaiyr O (2021) Investigation of crop evapotranspiration and irrigation water requirement in the lower Amu Darya River Basin, Central Asia. J Arid Land 13:23–39
Kina S, Ziga M (2019) Adaptations in irrigated agriculture in the Mediterranean region: an overview and spatial analysis of implemented strategies. Reg Environ Change 19:1401–1416
Koudahe K, Djaman K, Adewumi JK (2018) Evaluation of the Penman-Monteith reference evapotranspiration under limited data and its sensitivity to key climatic variables under humid and semiarid conditions. Model Earth Syst Environ 4:1239–1257. https://doi.org/10.1007/s4080
López-Urrea R, Sánchez JM, Cruz F, González-Piqueras J, Chávez JL (2020) Evapotranspiration and crop coefficients from lysimeter measurements for sprinkler-irrigated canola. Agric Water Manag 239:106260
Luo X, Xia J, Yang H (2015) Modeling water requirements of major crops and their responses to climate change in the North China Plain. Environ Earth Sci 74:3531–3541. https://doi.org/10.1007/s12665-015-4400-0
Mahmoud MA, Ouda S, El-Hafez S (2016) High water-consuming crops under control: case of rice crop. In: Samiha O (ed) Major crops and water scarcity in Egypt. Springer Briefs in Water Science and Technology. Springer, Cham
MALR, (Ministry of Agricultural and Land Reclamation). Web Site. Accessed 30 July 2020. https://www.sis.gov.eg/Story/135?lang=ar.
Manik SM, Pengilley G, Dean G, Brian F, Sergey S, Meixue Z (2019) Soil and crop management practices to minimize the impact of waterlogging on crop productivity. Front Plant Sci 10:140
Mattar M (2015) Monthly reference evapotranspiration modeling using gene expression programming from minimum climatic data. J Soil Sci Agric Eng Mansoura Univ 6:569–589
Matthias O, Katrin K, Jana Z (2018) Assessing the impact of reference evapotranspiration models on decision support systems for irrigation. Horticulturae 4:49
METRIC-EEFLUX. Available online: https://eeflux-level1.appspot.com/ (accessed on 20 August 2021).
Mohammed AE, Bassam A (2017) Reference evapotranspiration borders maps of Egypt Based on Kriging Spatial Statistics Method. Int J GEOMATE 12:1–8
Mu Q, Zhao M, Running SW (2011) Improvements to a MODIS global terrestrial evapotranspiration algorithm. Remote Sens Environ 115:1781–1800
MWRI, (Ministry of Water Resources and Irrigation) (2017). Egypt’s Water resources plan for 2017–2037, Planning Sector, MWRI Egypt. https://www.mwri.gov.eg.
Noreldin T, Ouda S, Amer A (2016a) Agro-climatic zoning in Egypt to improve irrigation water management. J Water Land Dev 31:113–117
Noreldin T, Ouda S, Taha A (2016b) Combating adverse consequences of climate change on maize crop. In: Samiha O (ed) Major crops and water scarcity in Egypt. Springer Briefs in Water Science and Technology. Springer, Cham
Omar MM, Moussa AA (2016) Water management in Egypt for facing the future challenges. J Adv Res 7:403–412
Ouda S, El-Latif KA, Khalil F (2016) Water requirements for major crops. In: Samiha O (ed) Major crops and water scarcity in Egypt. Springer Briefs in Water Science and Technology. Springer, Cham
Penman-Monteith, (1998) Crop evapotranspiration–Guidelines for computing crop water requirements—FAO irrigation and drainage paper 56. Food and agriculture Organization of the United Nations, Rome
Saher A, Islam SA, Van T, Lars R (2019) The performance of satellite-based actual evapotranspiration products and the assessment of irrigation efficiency in Egypt. Water 11:1913. https://doi.org/10.3390/w11091913
Salama MA, Yousef KM, Mostafa AZ (2015) Simple equation for estimating actual evapotranspiration using heat units for wheat in arid regions. J Radiat Res Appl Sci 8:418–427. https://doi.org/10.1016/j.jrras.2015.03.002
Saseendran SA, Daniel KF, Krishna NR, Nithya R, Srinivasa RP (2019) Modeling evapotranspiration for irrigation water management in a humid climate. Agric Water Manag 225:105731
Senay GB, Bohms S, Singh RK, Gowda PH, Velpuri NM, Alemu H, Verdin JP (2013) Operational evapotranspiration mapping using remote sensing and weather datasets: a new parameterization for the SSEB approach. Jawra J Am Water Resour Assoc 49:577–591
Sharma DN, Tare V (2021) Assessment of irrigation requirement and scheduling under canal command area of Upper Ganga Canal using CropWat model. Model Earth Syst Environ. https://doi.org/10.1007/s40808-021-01184-7
Sherif TK (2015) Variation of evapotranspiration during 2000 to 2010 in Egypt due to consequences of climate change. Eighteenth International Water Technology Conference, IWTC18. Sharm ElSheikh Egypt.
Smith M (1991) CROPWAT: manual and guidelines. FAO of UN, Rome
Song ZW, Zhang HL, Snyder RL, Anderson FE, Chen F (2010) Distribution and trends in reference evapotranspiration in the North China Plain. J Irrig Drain Eng 136:240–247
Sunil A, Deepthi B, Mirajkar AB, Adarsh S (2021) Modeling future irrigation water demands in the context of climate change: a case study of Jayakwadi command area, India. Model Earth Syst Environ 7:1963–1977. https://doi.org/10.1007/s40808-020-00955-y
Walaa YE, Eman AH (2012) Estimating the potential evapotranspiration and crop coefficient from climatic data in Middle Delta of Egypt. Alex Eng J 52:35–42
Yang Y, Cui Y, Luo Y, Lyu X, Traore S, Khan S, Wang W (2016) Short-term forecasting of daily reference ET using the Penman-Monteith model and public weather forecasts. Agri Water Manag 177:329–339
Acknowledgements
I am thankful for the logistical and technical support provided by the Ministry of Water Resources and Irrigation (MWRI), Egypt. In addition, we sincerely acknowledge and appreciate the comments and suggestions we received from the anonymous reviewers and editor of this journal.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of interest
The author declares no conflict of interest.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Gabr, M.ES. Management of irrigation requirements using FAO-CROPWAT 8.0 model: A case study of Egypt. Model. Earth Syst. Environ. 8, 3127–3142 (2022). https://doi.org/10.1007/s40808-021-01268-4
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s40808-021-01268-4