Evaluation of Climatic Variables and Water Requirements of Rice Cultivation, and Their Influence on Irrigation Water Availability Using the CROPWAT 8.0 Model: Case Study of the M’Bahiakro Irrigated Perimeter (Central-Eastern Côte d’Ivoire) — Oak Academic Publishing
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Evaluation of Climatic Variables and Water Requirements of Rice Cultivation, and Their Influence on Irrigation Water Availability Using the CROPWAT 8.0 Model: Case Study of the M’Bahiakro Irrigated Perimeter (Central-Eastern Côte d’Ivoire)
Unit Training and Research in Earth Sciences and Mining Resources, Felix Houphouët Boigny University, Abidjan, Ivory Coast
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Unit Training and Research in Science and Environment Management, Nangui Abrogoua University, Abidjan, Ivory Coast
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Unit Training and Research in Science and Environment Management, Nangui Abrogoua University, Abidjan, Ivory Coast
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Unit Training and Research in Science and Environment Management, Nangui Abrogoua University, Abidjan, Ivory Coast
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Unit Training and Research in Science and Environment Management, Jean Lorougnon Guede University, Daloa, Ivory Coast
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Unit Training and Research in Science and Environment Management, Jean Lorougnon Guede University, Daloa, Ivory Coast
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Unit Training and Research in Science and Environment Management, Nangui Abrogoua University, Abidjan, Ivory Coast
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Swiss Center for Scientific Research in Ivory Coast, Abidjan, Ivory Coast
1 Unit Training and Research in Earth Sciences and Mining Resources, Felix Houphouët Boigny University, Abidjan, Ivory Coast
2 Unit Training and Research in Science and Environment Management, Nangui Abrogoua University, Abidjan, Ivory Coast
3 Unit Training and Research in Science and Environment Management, Nangui Abrogoua University, Abidjan, Ivory Coast
4 Unit Training and Research in Science and Environment Management, Nangui Abrogoua University, Abidjan, Ivory Coast
5 Unit Training and Research in Science and Environment Management, Jean Lorougnon Guede University, Daloa, Ivory Coast
6 Unit Training and Research in Science and Environment Management, Jean Lorougnon Guede University, Daloa, Ivory Coast
7 Unit Training and Research in Science and Environment Management, Nangui Abrogoua University, Abidjan, Ivory Coast
8 Swiss Center for Scientific Research in Ivory Coast, Abidjan, Ivory Coast
This study analyzes the impact of climate variability on irrigation water requirements for rice cultivation in M’Bahiakro, located in the Central-Eastern region of Côte d’Ivoire. The dataset includes rainfall (1944-2016), annual temperature records (1964-2015), and flow data from the N’Zi River (1960-2004). The analyses were conducted using the Nicholson rainfall index, the Hanning filter for seasonal smoothing, as well as the Pettitt and Lee & Heghinian tests for the detection of structural breaks, defined as abrupt changes in the statistical properties of a time series such as the mean, variance, or trend. The results indicate that some preliminary signals suggest the onset of a shift as early as 1968, whereas the Pettitt test identifies 1973 as the most statistically significant breakpoint. Consequently, 1973 was selected as the main reference for delineating the climatic periods. Three phases were thus defined: a wet period (1944-1972), a transition phase (1973-1996), and a dry period (1997-2016). The mean annual temperature increased by approximately 0.5˚C, confirming a progressive warming trend. From a hydrological perspective, the mean discharge of the N’Zi River decreased by nearly 47%, from 55.57 m 3 /s (1960-1972) to 29.63 m 3 /s (1973-2004), highlighting the strong sensitivity of the basin to climate variability. Furthermore, irrigation water requirements for rice increased by about 22% between 2009 and 2016 as a result of rising temperatures and increasing irregularity in rainfall patterns. Overall, these findings underscore the growing vulnerability of the irrigated perimeter to climate variability and emphasize the need for integrated water management, improved irrigation efficiency, and the adoption of sustainable adaptation practices.
Fischer, G., Tubiello, F.N., van Velthuizen, H. and Wiberg, D.A. (2007) Climate Change Impacts on Irrigation Water Requirements: Effects of Mitigation, 1990-2080. Technological Forecasting and Social Change , 74, 1083-1107. https://doi.org/10.1016/j.techfore.2006.05.021
Baï, R., Kouame, I.K., Kouassı, L.K., Konan, S.K. and N’Cho, H.A. (2019) Assessment of the Physicochemical Quality of Irrigation Water and Soil for Sustainable Irrigated Rice Cultivation: Case of Irrigated Perimeter of M’Bahiakro (Central-East of Côte d’Ivoire). Journal of Environmental Protection , 10, 1536-1552. https://doi.org/10.4236/jep.2019.1011091
Siebert, S., Burke, J., Faures, J.M., Frenken, K., Hoogeveen, J., Döll, P., et al . (2010) Groundwater Use for Irrigation—A Global Inventory. Hydrology and Earth System Sciences , 14, 1863-1880. https://doi.org/10.5194/hess-14-1863-2010
Normile, D. (2008) Reinventing Rice to Feed the World. Science , 321, 330-333. https://doi.org/10.1126/science.321.5887.330
Hadebe, S.T., Modi, A.T. and Mabhaudhi, T. (2016) Drought Tolerance and Water Use of Cereal Crops: A Focus on Sorghum as a Food Security Crop in Sub-Saharan Africa. Journal of Agronomy and Crop Science , 203, 177-191. https://doi.org/10.1111/jac.12191
Malede, D.A., Andualem, T.G., Yibeltal, M., Alamirew, T., kassie, A.E., Demeke, G.G., et al . (2024) Climate Change Impacts on Hydroclimatic Variables over Awash Basin, Ethiopia: A Systematic Review. Discover Applied Sciences , 6, Article No. 27. https://doi.org/10.1007/s42452-024-05640-8
Defrance, D., Sultan, B., Castets, M., Famien, A.M. and Baron, C. (2020) Impact of Climate Change in West Africa on Cereal Production per Capita in 2050. Sustainability , 12, Article 7585. https://doi.org/10.3390/su12187585
Yao, I., Beillard, M.J. and Galloway, J.G. (2025) Grain and Feed Annual—2025: Côte d’Ivoire (Report No. IV2025-0007). U.S. Department of Agriculture, Foreign Agricultural Service. https://apps.fas.usda.gov/newgainapi/api/Report/DownloadReportByFileName?fileName=Grain%20and%20Feed%20Annual_Abidjan_C%C3%B4te%20d%27Ivoire_IV2025-0007.pdf
Smith, M. (1992) CROPWAT: A Computer Program for Irrigation Planning and Management. FAO Irrigation and Drainage Paper No. 46. Food and Agriculture Organization of the United Nations.
De Silva, C.S., Weatherhead, E.K., Knox, J.W. and Rodriguez-Diaz, J.A. (2007) Predicting the Impacts of Climate Change—A Case Study of Paddy Irrigation Water Requirements in Sri Lanka. Agricultural Water Management , 93, 19-29. https://doi.org/10.1016/j.agwat.2007.06.003
Yadav, S., Mishra, A. and Singh, R. (2015) Assessment of Irrigation Water Requirement of Rice Using CROPWAT Model in Eastern Uttar Pradesh, India. Journal of AgriSearch , 2, 110-113.
Banerjee, S. and Prasad, R. (2016) Estimation of Crop Water Requirement Using CROPWAT Model for West Bengal. International Journal of Agricultural Sciences , 8, 3121-3124.
Bhat, S.A., Pandit, B.A., Khan, J.N., Kumar, R. and Jan, R. (2017) Water Requirements and Irrigation Scheduling of Maize Crop Using CROPWAT Model. International Journal of Current Microbiology and Applied Sciences , 6, 1662-1670. https://doi.org/10.20546/ijcmas.2017.611.199
Moseki, O., Murray-Hudson, M. and Kashe, K. (2019) Crop Water and Irrigation Requirements of Jatropha curcas L. in Semi-Arid Conditions of Botswana: Applying the CROPWAT Model. Agricultural Water Management , 225, Article ID: 105754. https://doi.org/10.1016/j.agwat.2019.105754
Grancharova, E., Elenov, B. and Janevska, E. (2020) Quantitative Prediction of Tomato Irrigation Needs Using CROPWAT Model. Journal of Agriculture and Plant Sciences , 18, 45-52.
Gabr, M.E. (2021) Management of Irrigation Requirements Using FAO-CROPWAT 8.0 Model: A Case Study of Egypt. Modeling Earth Systems and Environment , 8, 3127-3142. https://doi.org/10.1007/s40808-021-01268-4
Agrawal, A., Srivastava, P.K., Tripathi, V.K., Maurya, S., Sharma, R. and D. J., S. (2023) Future Projections of Crop Water and Irrigation Water Requirements Using a Bias-Corrected Regional Climate Model Coupled with CROPWAT. Journal of Water and Climate Change , 14, 1147-1161. https://doi.org/10.2166/wcc.2023.349
Kouassi, L.K., Kouamé, I.K., Konan, S.K., Dibi, B., Moussa, S., Koné, D., et al . (2013) Prospects for Minimizing the Potential Environmental Impacts of the Hydro-Agricultural Dam of M’bahiakro (Côte d’Ivoire). Journal of Water Resource and Protection , 5, 847-853.
Baï, R., N’Cho, H.A., Kouakou, N.A.Y., Koffi, K., Amani, C.E.A., Konan, S.K., et al . (2025) Application of Artificial Neural Networks to Optimize Nitrogen Supply to Meet Plant Needs for Soil Conservation: Case Study, M’bahiakro Irrigated Perimeter (Central-East, Ivory Coast). Open Journal of Soil Science , 15, 593-614. https://doi.org/10.4236/ojss.2025.158026
Allen, R.G., Pereira, L.S., Raes, D. and Smith, M. (1998) Crop Evapotranspiration: Guidelines for Computing Crop Water Requirements. FAO Irrigation and Drainage Paper No. 56. Food and Agriculture Organization of the United Nations, 326p.
Doorenbos, J. and Pruitt, W.O. (1975) Crop Water Requirements. FAO Irrigation and Drainage Paper No. 24. Food and Agriculture Organization of the United Nations (FAO), 198p.
Doorenbos, J. and Pruitt, W.O. (1977) Background and Development of Methods to Predict Reference Crop Evapotranspiration (ETo): Guidelines for Predicting Crop Water Requirements. FAO Irrigation and Drainage Paper No. 24. Food and Agriculture Organization of the United Nations, 144.
Nicholson, S.E., Kim, J. and Hoopingarner, J. (1988) Atlas of African Rainfall and Its Interannual Variability. Department of Meteorology, Florida State University, 237p.
Assani, A.A. (1999) Analysis of the Temporal Variability of Rainfall (1916-1996) in Lubumbashi (Congo-Kinshasa) in Relation to Certain Indicators of Atmospheric (Southern Oscillation) and Oceanic (El Niño/La Niña) Circulation. Sécheresse , 10, 245-252.
Pettitt, A.N. (1979) A Non-Parametric Approach to the Change-Point Problem. Ap plied Statistics , 28, 126-135. https://doi.org/10.2307/2346729
Lubès-Niel, H., Masson, J.M., Paturel, J.E. and Servat, E. (1998) Climatic Variability and Statistics: A Simulation Study of the Power and Robustness of Some Tests Used to Verify the Homogeneity of Time Series. Revue des Sciences de l ’ Eau , 3, 383-408.
Lee, A.F.S. and Heghinian, S.M. (1977) A Shift of the Mean Level in a Sequence of Independent Normal Random Variables—A Bayesian Approach. Technometrics , 19, 503-506. https://doi.org/10.1080/00401706.1977.10489592
Ardoin-Bardin, S., Servat, E., Dezetter, A., Mahé, G., Paturel, J.E., Dieulin, C. and Casenave, L. (2005) Evaluation of the Impacts of Climate Change on Water Resources in West and Central Africa. In: Franks, S., Wagener, T., Bøgh, E., Gupta, H.V., Bastidas, L., Nobre, C. and De Oliveira Galvão, C., Eds., Regional Hydrological Impacts of Climate Change — Hydroclimatological Variability , International Association of Hydrological Sciences, 194-202.
Brouwer, C., Hoevenaars, J.P.M. and van Bosch, B.E. (1992) Scheme Irrigation Water Needs and Supply. FAO Irrigation Water Management: Training Manual No. 6, FAO, 7-43.
ADRAO (1995) Training in Rice Production: Trainer’s Manual. Sayce Publishing, 305p. (In French)
Dembélé, Y., Duchesne, J., Ouattara, S. and Zida, Z. (1999) Evolution of the Water Requirements of Irrigated Rice According to Transplanting Dates (Burkina Faso, Central Region). Cahiers Agricultures , 8, 93-100. (In French)
Tangara, B., Lidon, B., Dicko, M.K., Traoré, A.Z. and N’Diaye, K. (2017) Evolution of Irrigation Performance in Rice Cultivation and the Expansion of Off-Season Cropping at the Office du Niger. Les Cahiers de l ’ Économie Rurale , 24, 23-33. (In French)
Anonymous 1: MINAGRA-DCGTX (1993) Morphopedological Study of the M’Ba-hiakro Region at a Scale of 1:100,000, Sheet No. 2. Study Report, 84p. (In French)
JICA (Japan International Cooperation Agency) (1996) Master Plan for the Irrigated Agricultural Development Project in the Central-Northern Region of Côte d’Ivoire. Study Report, 206. (In French)
Yukawa, K. (1992) The Fluctuation of Irrigation Requirement for Paddy Fields. In: Muty, V.V.N. and Koga, K., Eds., Soil and Water Engineering for Paddy Fields : Paddy Field Water Management , Asian Institute of Technology (AIT), 32-42.
Skhiri, A. (2019) Les bases de l’irrigation: Calcul des besoins en eau. Éditions Universitaires Européennes, 106.
Carrega, P. (1988) L’évapotranspiration potentielle et réelle dans le Midi méditerranéen. Son originalité par rapport au reste de le France. Méditerranée , 66, 3-8. https://doi.org/10.3406/medit.1988.2575
Kambou, D., Xanthoulis, D., Ouattara, K. and Degré, A. (2014) Concepts of Water Efficiency and Productivity (Literature Review). Biotechnology , Agronomy , Society and Environment ( BASE ), 18, 108-120.
N’guessan, K.J.Y., Adahi, B., Yessoh, M.J.M., Konan-Waidhet, A.B., Sugiyama, H. and Assidjo, N.E. (2019) Performance of Hydro-Agricultural Perimeters: Case of the Nanan Irrigated Rice Perimeter (Yamoussoukro, Côte d’Ivoire). Agronomie Africaine , 31, 273-284. (In French)
Muñoz, G. and Grieser, J. (2006) Water Resources—Development and Management Service, Environment and Natural Resources Service. CLIMWAT 2.0 for CROP-WAT. Food and Agriculture Organization of the United Nations (FAO), 5p.
Nicholson, S.E. (2013) The West African Sahel: A Review of Recent Studies on the Rainfall Regime and Its Interannual Variability. ISRN Meteorology , 2013, Article ID: 453521. https://doi.org/10.1155/2013/453521
Mahé, G. and Paturel, J. (2009) 1896-2006 Sahelian Annual Rainfall Variability and Runoff Increase of Sahelian Rivers. Comptes Rendus . Géoscience , 341, 538-546. https://doi.org/10.1016/j.crte.2009.05.002
Descroix, L., Mahé, G., Lebel, T., Favreau, G., Galle, S., Gautier, E., et al . (2009) Spatio-Temporal Variability of Hydrological Regimes around the Boundaries between Sahelian and Sudanian Areas of West Africa: A Synthesis. Journal of Hydrology , 375, 90-102. https://doi.org/10.1016/j.jhydrol.2008.12.012
Sidibe, M., Dieppois, B., Eden, J., Mahé, G., Paturel, J., Amoussou, E., et al . (2020) Near-Term Impacts of Climate Variability and Change on Hydrological Systems in West and Central Africa. Climate Dynamics , 54, 2041-2070. https://doi.org/10.1007/s00382-019-05102-7
Nicholson, S. (2005) On the Question of the “Recovery” of the Rains in the West African Sahel. Journal of Arid Environments , 63, 615-641. https://doi.org/10.1016/j.jaridenv.2005.03.004
Panthou, G., Vischel, T. and Lebel, T. (2014) Recent Trends in the Regime of Extreme Rainfall in the Central Sahel. International Journal of Climatology , 34, 3998-4006. https://doi.org/10.1002/joc.3984
Sanogo, S., Fink, A.H., Omotosho, J.A., Ba, A., Redl, R. and Ermert, V. (2015) Spatio‐Temporal Characteristics of the Recent Rainfall Recovery in West Africa. International Journal of Climatology , 35, 4589-4605. https://doi.org/10.1002/joc.4309
Bodian, A., Dezetter, A., Dacosta, H., Diop, L. and Mahé, G. (2020) Hydrological Impacts of Climate Change on the Upper Senegal River Basin at the Bafing Makana Sub-Basin, West Africa. Hydrology , 7, 50.
Lebel, T. and Ali, A. (2009) Recent Trends in the Central and Western Sahel Rainfall Regime (1990-2007). Journal of Hydrology , 375, 52-64. https://doi.org/10.1016/j.jhydrol.2008.11.030
Creese, A., Washington, R. and Jones, R. (2019) Climate Change in the Congo Basin: Processes Related to Wetting in the December-February Dry Season. Climate Dynamics , 53, 3583-3602. https://doi.org/10.1007/s00382-019-04728-x
Karambiri, H., García Galiano, S.G., Giraldo, J.D., Yacouba, H., Ibrahim, B., Barbier, B., et al . (2011) Assessing the Impact of Climate Variability and Climate Change on Runoff in West Africa: The Case of Senegal and Nakambe River Basins. Atmospheric Science Letters , 12, 109-115. https://doi.org/10.1002/asl.317
Diedhiou, A., Bichet, A., Wartenburger, R., Seneviratne, S.I., Rowell, D.P., Sylla, M.B., et al . (2018) Changes in Climate Extremes over West and Central Africa at 1.5˚C and 2˚C Global Warming. Environmental Research Letters , 13, Article ID: 065020. https://doi.org/10.1088/1748-9326/aac3e5
Aich, V., Liersch, S., Vetter, T., Huang, S., Tecklenburg, J., Hoffmann, P., et al . (2014) Comparing Impacts of Climate Change on Streamflow in Four Large African River Basins. Hydrology and Earth System Sciences , 18, 1305-1321. https://doi.org/10.5194/hess-18-1305-2014
Sylla, M.B., Giorgi, F., Pal, J.S., Gibba, P., Kebe, I. and Nikiema, M. (2015) Projected Changes in the Annual Cycle of High-Intensity Precipitation Events over West Africa for the Late Twenty-First Century. Journal of Climate , 28, 6475-6488. https://doi.org/10.1175/jcli-d-14-00854.1
Djaman, K., Mel, V.C., Balde, A.B., Bado, B.V., Manneh, B., Diop, L., et al . (2016) Evapotranspiration, Irrigation Water Requirement, and Water Productivity of Rice ( Oryza sativa L.) in the Sahelian Environment. Paddy and Water Environment , 15, 469-482. https://doi.org/10.1007/s10333-016-0564-9
Faye, C. and Mendy, A. (2018) Climatic Variability and Hydrological Impacts in West Africa: Case of the Gambia Watershed (Senegal). Environmental and Water Sciences , public Health and Territorial Intelligence Journal , 2, 54-66.
Dembélé, M., Zwart, S.J., van de Giesen, N., Ouédraogo, M. and Becker, M. (2020) Water Balance and Crop Water Productivity across Different Spatial Scales for Rice Production in the Upper Volta Basin, West Africa. Agricultural Water Management , 232, Article ID: 106043.
Bossa, A.Y., Hounkpè, J., Yira, Y., Serpantié, G., Lidon, B., Fusillier, J.L., et al . (2020) Managing New Risks of and Opportunities for the Agricultural Development of West-African Floodplains: Hydroclimatic Conditions and Implications for Rice Production. Climate , 8, Article 11. https://doi.org/10.3390/cli8010011
Dembélé, M., Vrac, M., Ceperley, N., Zwart, S.J., Larsen, J., Dadson, S.J., et al . (2022) Contrasting Changes in Hydrological Processes of the Volta River Basin under Global Warming. Hydrology and Earth System Sciences , 26, 1481-1506. https://doi.org/10.5194/hess-26-1481-2022