Impact of Temperature Changes on Groundwater Levels in Nzoia River Basin, Kenya
Asian Journal of Geographical Research · pp. 10–36 · Published 19 Mar 2022
10.9734/ajgr/2022/v5i1119Abstract
Climate change poses uncertainties to the supply and management of water resources under the observed increase in surface temperatures all over Africa. The aim of this study is to assess the impact of temperature changes on groundwater levels in Nzoia River Basin. Temperature and groundwater level variability and trends has been analyzed using the parametric test of Linear regression and the non-parametric Mann-Kendall statistical test. Temperature data was obtained from the Kenya meteorological department (KMD) whereas groundwater level data was collected from Water resources management agency (WRMA). Linear regression of the annual groundwater levels in Nzoia River Basin between 2011 and 2017 revealed a decreasing trend ranging from -0.49 ft/year (Kitale Golf Club) to -0.03 ft/year (Kakamega Tande School). Mann-Kendall statistical test also showed decreasing groundwater levels for all observation wells with the results for Kitale Golf Club and Mois Bridge Quarry observation wells being statistically significant, whereas those for Kapsabet Boys High School, Kakamega Mwikalikha School, Kakamega Tande School and Busia Town Prison were statistically insignificant at 5% significance level. The highest decline in groundwater levels was observed in the upper catchment of the basin. There are significant increases in annual tempratures for Kitale and Kakamega stations in the period 1979 - 2014. Kitale showed annual maximum temprature rising at 0.0006260C/year; annual minimum temperature rising at 0.0011630C/year and the annual mean temprature rising at 0.0008940C/year. Kakamega had annual maximum temprature rising at 0.0007710C/year; annual minimum tempratures rising at 0.0004710C/year and the annual mean tempratures rising at 0.0006230C/year. Eldoret showed falling maximum temprature at - 0.002020C/year; rising minimum temperature at 0.0008130C/year and falling mean temperatures at - 0.001420C/year. The results for Kitale and Eldoret stations showed statistically significant trends whereas those for Kakamega station had a statistically insignificant trend. In Nzoia River Basin, Kitale and Eldoret, annual minimum tempratures are rising faster than the maximum whereas in Kakamega it’s the annual maximum tempratures that are rising faster than the minimum. Kitale and Kakamega stations showed rising annual mean temperatures whereas Eldoret showed falling annual mean tempratures. As one would expect, temperatures in Nzoia River Basin are expected to be rising; however, the case of falling temperatures recorded at Eldoret international airport might occur because this region of Rift valley has highly protected natural resources and a high forest cover is available all the year round. Another possible explanation to this could be the changing cloudness around Eldoret station. Kitale and Kakamega showed annual mean tempratures rising at about 0.10C per century and Eldoret showed mean temperatures falling at about -1.40C per century. The findings for Kitale and Kakamega stations compare well with IPCC Third Assessment Report estimated global warming rate of 0.60C during the twentieth century and other studies from the African continent and East African region. The decreasing trend in groundwater levels in the basin appears to be linked to climate change. Increases in temperature have an impact on the hydrologic cycle because they enhance evaporation of accessible surface water and vegetation transpiration. As a result, these changes have an impact on precipitation volumes, timings, and intensity rates, as well as indirect effects on water flux and storage in surface and subsurface reservoirs. While changes in important long-term climatic factors such as air temperature, precipitation, and evapotranspiration directly affect surface water supplies, the interaction between changing climate variables and groundwater is more intricate and little understood. For efficient and long-term groundwater resource management, understanding long-term temperature variability and trends, as well as the corresponding reaction of groundwater levels, is critical. Despite the fact that groundwater level records are only available for a short period of time, they include essential information that may be utilized to establish strategies for managing the basin's limited groundwater resources.
References (57)
- 1 IPCC. Climate change 2007: The physical science basis. In: Solomon S, Qin D, Manning M, Chen Z, Marquis M, Averyt KB, Tignor M, Miller HL. (eds.), The Fourth Assessment Report of the Intergovernmental Panel on Climate Change. Cambridge University Press, Cambridge; 2007.
- 2 Wang XJ, Zhang JY, Shahid S, Guan EH, Wu YX, Gao J, He RM. Adaptation to climate change impacts on water demand. Mitigation and Adaptation Strategies for Global Change. 2016;21:81-99. [DOI]
- 3 IPCC. Summary for policymakers. In Climate Change 2013: The Physical Science Basis; Contribution of Working Group I to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change; Stocker TF, Qin D, Plattner GK, Tignor M, Allen SK, Boschung J, Nauels A, Xia Y, Bex V, Midgley PM, Eds.; Cambridge University Press: Cambridge, UK; New York, NY, USA; 2013.
- 4 Treidel H, Martin-Bordes JJ, Gurdak JJ. Climate change effects on groundwater resources: A global synthesis of findings and recommendations, International Association of Hydrologists (IAH)-International Contributions to Hydrogeology; Taylor & Francis: Abingdon, UK; 2012.
- 5 Stavig L, Collins L, Hager C, Herring M, Brown E, Locklar E. The effects of climate change on cordova, alaska on the prince william sound. Alaska Tsunami Papers; 2005.
- 6 Hafmann N, Mortsch L, Donner S, Dunacan K, Kreutzwiser R, Kulshreshtha S, Piggott A, Schellenberg S, Schertzer B, Slivizky M. Climate change and variability: impacts on canadian water; environmental adaptation research group, environment Canada, Faculty of Environment Studies, University of Waterloo: Waterloo, ON, Canada; 2000.
- 7 Chen Z, Grasby S, Osadetz KG. Relation between climate variability and groundwater levels in the upper carbonate aquifer, south Manitoba, Canada. Journal of Hydrology. 2004;290:43-62. [DOI]
- 8 Zektser S, Loáiciga HA, Wolf JT. Environmental impacts of groundwater overdraft: Selected case studies in the southwestern United States. Environ. Geol. 2005;47:396-404. [DOI]
- 9 Panda K, Mishra A, Jena SK, James BK, Kumar A. The influence of drought and anthropogenic effects on groundwater levels in Orissa, India. J. Hydrol. 2007; 343:140-153. [DOI]
- 10 Almedeij J. Al-Ruwaih F. Periodic behavior of groundwater level fluctuations in residential areas. J. Hydrol. 2006;328:677-684. [DOI]
- 11 Shahid S, Hazarika MK. Groundwater drought in the north-western districts of Bangladesh. Water Res. Manag. 2010; 24:1989-2006. [DOI]
- 12 Daneshvar Vousoughi F, Dinpashoh Y, Aalami MT, Jhajharia D. Trend analysis of groundwater using non-parametric methods (case study: Ardabil plain). Stoch. Environ. Res. Risk Assess. 2013;27:547-559. [DOI]
- 13 Weider K, Boutt D. Heterogeneous water table response to climate revealedheterogeneous water table response to climate revealed by 60 years of ground water data. Geophys. Res. Lett. 2010;37:L24405. [DOI]
- 14 Odwori EO. Climate change and Domestic water supply in Nzoia River Basin, Kenya. PhD. Thesis. Department of Disaster Management and Sustainable Development, Masinde Muliro University of Science and Technology, Kakamega, Kenya; 2021.
- 15 Ranjan P, Kazama S, Sawamotob M. Effects of climate change on coastal fresh groundwater resources. Global Environmental Change. 2006;16:388-399. [DOI]
- 16 Gunawardhana LN, Kazama S. Statistical and numerical analyses of the influence of climate variability on aquifer water levels and groundwater temperatures: the impacts of climate change on aquifer thermal regimes. Global and Planetary Change. 2012;86-87:66-78. [DOI]
- 17 Sen Z. Hydrological trend analysis with innovative and over-whitening procedures. Hydrol. Sci. J. 2017;62:294-305. [DOI]
- 18 Tirogo J, Jost A, Biaou A, Valdes-Lao D, Koussoubé Y, Ribstein P. Climate variability and groundwater response: A case study in Burkina Faso (West Africa). Water. 2016;8:171. [DOI]
- 19 Tabari H, Nikbakht J, Shifteh Some’e B. Investigation of groundwater level fluctuations in the north of Iran. Environ. Earth Sci. 2012;66:231-243. [DOI]
- 20 Abdullahi MG, Toriman ME, Gasim MB, Garba I. Trends analysis of groundwater: Using non-parametric methods in Terengganu Malaysia. J. Earth Sci. Clim. 2015;6. [DOI]
- 21 Roman R, Bilbao J, De Miguel A. Reconstruction of six decades of daily total solar shortwave irradiation in the Iberian Peninsula using sunshine duration records. Atmos. Environ. 2014;99:41-50. [DOI]
- 22 El Kenawy A, Lopez-Moreno JI, Stepanekc P, Vicente-Serrano SM. An assessment of the role of homogenization protocol in the performance of daily temperature series and trends: Application to northeastern Spain. Int. J. Climatol. 2013;33:87-108. [DOI]
- 23 Bilbao J, De Miguel A, Ayuso A, Franco JA. Iso-radiation maps for tilted surfaces in the Castile and Leon region, Spain. Energy Convers. Manag. 2003;44:1575-1588. [DOI]
- 24 Miguel A, Bilbao J, Román R, Mateos D. Measurements and attenuation of erythemal radiation in Central Spain. Int. J. Climatol. 2003;32:929-940. [DOI]
- 25 Kundzewicz ZW. Change detection in hydrological records - a review of the methodology. Hydrol. Sci., J. 2004;49(1):7-19. [DOI]
- 26 Kendall MG. Rank correlation methods; Griffin: London, UK; 1975.
- 27 Mann HB. Nonparametric tests against trend. Econometrica. 1945;13:245. [DOI]
- 28 Tabari H, Marofi S, Aeini A, Talaee PH, Mohammadi K. Trend analysis of reference evapotranspiration in the western half of Iran. Agric. For. Meteorol. 2011;151:128-136. [DOI]
- 29 Koudahe K, Djaman K, Kayode JA, Awokola SO, Adebola AA. Impact of climate variability on crop yields in Southern Togo. Environ. Pollut. Clim. Chang. 2018;2:148. [DOI]
- 30 Sen PK. Estimates of the regression coefficient based on Kendall’s Tau. J. Am. Stat. Assoc. 1968;63:1379-1389. [DOI]
- 31 Pearson K. Early statistical papers. Cambridge, England: University Press; 1948.
- 32 Burns N, Grove S. The practice of nursing research: Conduct, critique, and utilization (5 ed.). St. Louis: Elsevier Saunders; 2005.
- 33 Polit D, Beck C. Essentials of nursing research: Methods, appraisal, and utilization (6 ed.). Philadelphia: Lippincott Williams & Wilkins; 2006.
- 34 Cramer D. Fundamental statistics for social research. London: Routledge; 1998.
- 35 Zar JH. Biostatistical analysis. Upper Saddle River, NJ: Prentice Hall; 1999.
- 36 Ng, Gene-Hua Crystal, Dennis McLaughlin, Dara Entekhabi, Bridget R. Scanlon. Probabilistic analysis of the effects of climate change on groundwater recharge. Water Resources Research. 2010;46 (7). [DOI]
- 37 Sophocleous Marios. On understanding and predicting groundwater response time. Ground Water. 2012;50(4):528-40. [DOI]
- 38 Scanlon Bridget R, Claudia C Faunt, Laurent Longuevergne, Robert C Reedy, William M Alley, Virginia L Mcguire, and Peter B Mcmahon. Groundwater depletion and sustainability of irrigation in the US high plains and central valley. Proceedings of the National Academy of Sciences. 2012;109(24):9320-9325. [DOI]
- 39 Rivera A, Allen DM, Maathusi H. Climate variability and change- groundwater, Chapter 10. In: Threats to the availability of water in Canada. Burlington, ON: National Water Research Institute, Environment Canada Report no. 3. 2004;89-95.
- 40 McCallum JL, Crosbie RS, Walker GR, Dawes WR. Impacts of climate change on groundwater in Australia: A sensitivity analysis of recharge Hydrogeol. J. 2010;18:1625-1638. [DOI]
- 41 Barren OV, Crosbie RS, Dawes WR, Charles SP, Pickett T, Donn MJ. Climatic controls on diffuse groundwater recharge across Australia. Hydrol. Earth Syst. Sci. 2012;16(12):4557-4570. [DOI]
- 42 Crosbie RS, McCallum JL, Walker GR, Chiew FHS. Episodic recharge and climate change in the Murray-Darling Basin, Australia. Hydrogeol. J. 2012;20:245-261. [DOI]
- 43 Willis TM, Black AS. Irrigation increases groundwater recharge in the Macquarie Valley. Soil Res. 1996;34(6):837-847. [DOI]
- 44 Hiscock K, Sparkes R, Hodgens A. Evaluation of future climate change impacts on European groundwater resources. Climate Change Effects on Groundwater Resources: A Global Synthesis of Findings and Recommendations; International Association of Hydrogeologists (IAH)-International Contributions to Hydrogeology; Treidel, H., Martin-Bordes, J.J., Gurdak, J.J., Eds.; Taylor & Francis: London, UK. 2012;351-366.
- 45 Christensen JH, Hewitson B, Busuioc A, Chen A, et al. Regional climate projections. In: Climate Change 2007: The Physical Science Basis. Contribution of Working Group I to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change (ed. by S. Solomon, D. Qin, M. Manning, Z. Chen, M. Marquis, K. B. Averyt, M. Tignor & H. L. Miller). Cambridge University Press, Cambridge, UK; 2007.
- 46 Larocque M, Mangin A, Razack M, Banton O. Contribution of correlation and spectral analysis to the regional study of a large karst aquifer (Charente, France). Journal of Hydrology. 1998;205:217-231. [DOI]
- 47 Chang H, C. Gregory K, Marieta PS. Deyan K. Water resource impacts of climate change in southwestern Bulgaria; 2002. [DOI]
- 48 Vorosmarty CJ, Sahagian D. Anthropogenic disturbances of the terrestrial water cycle. Bioscience. 2000;50(9):753-765. [DOI]
- 49 Rodell M, Velicogna I, Famiglietti JS. Estimating groundwater storage changes in the Mississippi River basin, USA using GRACE. Hydrogeology Journal; 2006. [DOI]
- 50 Anayah F, Kaluarachchi JJ. Groundwater resources of northern Ghana: initial assessment of data available. Utah state university. College of Engineering report. Logan, USA; 2009.
- 51 Calow RC, Robins NS, MacDonald AM, Macdonald DMJ, Gibbs BR, et al. Groundwater management in drought prone areas of Africa. Int J Water Res Dev. 1997;13:241-262. [DOI]
- 52 Bates BC, Kundzewicz ZW, Wu S, Palutikof JP. eds. Climate change and water. Technical Paper of the Intergovernmental Panel on Climate Change. Geneva: IPCC; 2008.
- 53 Shah T, Molden D. Sakthivadivel R, Seckler D. The global groundwater situation: overview and opportunities and challenges. Institute of water management, Colombo Sri Lanka; 2000. [DOI]
- 54 Zhang R, Liang X, Jin M, Wan L, Yu Q. Fundamentals of hydrogeology, 6th ed; Geological Press: Beijing, China; 2010.
- 55 Lee L, Lawrence D, Price M. Analysis of water-level response to rainfall and implications for recharge pathways in the Chalk aquifer, SE England. J. Hydrol. 2006;330:604-620. [DOI]
- 56 Helena B, Pardo R, Vega M, Barrado E, Fernandez JM, Fernandez L. Temporal evolution of groundwater composition in an alluvial aquifer (Pisuerga River, Spain) by principal component analysis. Water Res. 2000;34:807-816. [DOI]
- 57 Chen Z, Grasby SE, Osadetz KG. Predicting average annual groundwater levels from climatic variables: An empirical model. J. Hydrol. 2002;260:102-117. [DOI]
Cited by 3
Bidyut Barik, Kausik Ghosh · Groundwater for Sustainable Development · 2024
Vijeta Singh, Arpan Sherring, Sumant Kumar · International Journal of Environment and Climate Change · 2024
Amir Rouhani, Nahed Ben-Salem, Marco D'Oria · Science of The Total Environment · 2025
Related research
- Indoor Air Quality in Benghazi’s Hospitals and Its Impact among Patients — shares topic coverage
- Isolation and Identification of Microbial Deteriogens of Fresh Tomatoes Stored at Ambient Temperature — shares topic coverage
- Microbiological Quality and Antibiotic Susceptibility Profile of Microorganisms Associated with Stored Vegetables in Port Harcourt — shares topic coverage
- Characterisation of Some Selected Bacterial Isolates from Vegetable Oil Contaminated Soil — shares topic coverage
- Isolation and Enzymatic Activity of Thermo-tolerant Bacteria from Waste Dumpsites in Umudikeand Environs — shares topic coverage
Article metrics
Real usage data collected on this platform.
0
Page views
0
PDF downloads
0
Outbound clicks
3
Citations
Views by country
Approximate, from request IP at view time — not citizenship or institution. Countries with fewer than 5 views are grouped as "Other".
No views recorded yet.
Traffic sources
Referring site, by host.
No traffic recorded yet.
Views and downloads exclude known bots/crawlers. Citations combines this platform's own DOI-resolved index with each external source's own reported total — see Cited by above for individually listed citing works. Last refreshed 0 seconds ago.