Estimation of Reference Evapotranspiration Using Penman-Monteith Equation and Time Series Model in some Selected States in Northern Nigeria

Authors

  • C. O. Iyamu Department of Physics, Nasarawa State University, Keffi, Nigeria Author
  • Ibrahim Inusa Ewa Department of Physics, Nasarawa State University, Keffi Author
  • L. W. Lumbi Department of Physics, Nasarawa State University, Keffi, Nigeria Author

DOI:

https://doi.org/10.62050/ljsir2024.v2n2.329

Keywords:

Evapotranspiration, Penman-Monteith Equation, Solar Radiation, Time Series Model

Abstract

Based on the problem of climate change which greatly affect agriculture and water management in Northern Nigeria, this study estimated reference evapotranspiration using Penman-Monteith equation and time series models in some selected states in Northern Nigeria. The study covered 16 states in Northern Nigeria which were selected using purposive sampling techniques. The materials used for the study consist of secondary data of daily mean records of air temperature, wind speed, solar radiation, and relative humidity from 1st January 1984 to December 2022. From the data, the daily reference Evapotranspiration were computed using Penman-Monteith equation. Based on this, daily and mean annual reference evapotranspiration was obtained. From the result obtained on the daily and annual mean reference evapotranspiration, the time series models were plotted. The time series models plotted consist of daily reference evapotranspiration against time and mean annual reference evapotranspiration against time.  The time series plots provided random, nonlinear trend plot which is aperiodic. The plot of the mean and variance of reference evapotranspiration of states against latitudinal trend showed that R2 >0.60, which indicated that the mean and variance of reference evapotranspiration has a strong relationship with latitudinal trend of the states and thus can be used for predictive purpose. This latitudinal trend behavior of the mean and variance of reference evapotranspiration is further supported using spatial distribution map of Northern Nigeria which showed that the lowest mean reference evapotranspiration is location within FCT-Abuja and Jos while the highest mean reference evapotranspiration is located within Sokoto, Kebbi and Gusau.

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References

Feddes, R.A. & Raats, P.A.C. (2004). Parametrising the soil-water-plant root system. In Feddes, R., de Rooij, G.H., and Van Dan, J.C. (eds), Unsaturated zone Modelling, Progress, Challenges and Applications. Doordrecht: Kluwer Academic.

Novak, V. (2014). Evapotranspiration. Encyclopedia of Agrophysics, pp. 280-283.

Tong, L., Kang, S. & Zhang, L. (2007). Temporal and spatial variations of evapotranspiration for spring wheat in the shiyang river basin in north-west China. Agricultural Water Management, 87 (3), 241-250.

Schwartz, P. & Randall, D. (2003). An Abrupt climate change scenario and its implications for United States National Security. Abrupt climate change. p. 23. http://www.iatp.org.documents.

Jung, M. (2010). Recent decline in the global land evapotranspiration trend due to limited moisture supply. Nature, 467, https://doi.org/10.1038/nature09396.

Lescarmontier, L. (2018). IPCC Special report ‘global warming of 1.50C’ Summary for teachers. Retrieved July 2, 2023. from http://oce.global.

Wang, W.G., Zou, S., Luo, Z.H., Zhang, W., Chen, D. & Kong, J. (2014). Prediction of the Reference Evapotranspiration Usinga Chaotic Approach. The Scientific World Journal, 2014, 347625, 1-13. Hindawi Publishing Corporation. http://dx.doi.org/10.1155/2014/347625.

Kizi, O., & Zournemat-Kermani, M. (2019). Polynomial chaos expansion and response surface method for nonlinear modeling of reference evapotranspiration. Hydrological Science Journal, 64 (6), 720-730.

Allen, R. G., Pereira, L.S., Raes, D. & Smith, M. (1998). Crop evapotranspiration guidelines for computing crop water requirements - FAO Irrigation and drainage.FAO - Food and Agriculture Organization of the United Nations. paper 56.

Tableau (2023). Time series forecasting: Definition, Applications and Examples. Retrieved August 5, 2023 from https://www.tableau.com/learn/articles/time-series-forecasting.

Raymond, J. (2018). Dew point equations formulas. Retrieved October 16, 2023 from https://www.ajdesigner.com/phphumidity/dewpoint_equation_dewpoint_temperature.

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Published

2024-06-16

How to Cite

Estimation of Reference Evapotranspiration Using Penman-Monteith Equation and Time Series Model in some Selected States in Northern Nigeria. (2024). Lafia Journal of Scientific and Industrial Research, 2(2), 67-74. https://doi.org/10.62050/ljsir2024.v2n2.329

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