Assessment of Groundwater Potential and Prediction of the Potential Trend up to 2042 Using GIS-Based Model and Remote Sensing Techniques for Kiambu County
- 1 Institute of Geomatics, GIS and Remote Sensing, Dedan Kimathi University of Technology, Nyeri, Kenya
- 2 Department of Research and Development, GIS and Remote Sensing Section-Mapinfotek, Nairobi, Kenya
- 3 Department of Research and Development, GIS and Remote Sensing Section-Mapinfotek, Nairobi, Kenya
Abstract
Groundwater is one of the important necessary renewable resources of the world. It forms part of the natural water cycle that is present in the underground strata with the principal sources being precipitation and streamflow. Traditionally, information on the potential occurrence of groundwater was obtained using techniques such as drilling, geophysical, geological, hyd ro- geological and geo-electrical which are time-consuming, costly and lacked full coverage. This study shows that remote sensing and GIS techniques can be utilized to map groundwater potential using a GIS-based model, the Modified DRASTIC Model, which incorporates factors that influence groundwater occurrence. These factors are the surface attributes that infer groundwater potentials and they include geology, soil texture, land use, lithology, landforms, slo pe steepness, lineaments and drainage systems. A prediction of the groundwater prediction was done by utilizing the MOLUSCE tool, a plugin in Qgis that utilizes ANN, multicriteria evaluation, weights of evidence and LRs algorithms in predicting land changes. The kappa value for prediction was 0.83. The results showed areas in the Southwest region had low to very low potential and the central region had high to very high potential for all the years and there were little changes between the years. The prediction showed that by 2042, the eastern region of Kiambu County will have a decline in groundwater potential.
- Kuria, D.N. (2012) Mapping Groundwater Potential in Kitui District, Kenya Using Geospatial Technologies. The International Journal of Water Resources and Environmental Engineering, 4, 15-22. https://doi.org/10.5897/IJWREE11.119
- Sarkar, S.K., Alshehri, F., Shahfahad, Rahman, A., Pradhan, B. and Mohamed, A. (2022) A National-Level Study on Groundwater Potentiality Mapping Using a Hybrid Machine Learning Models under the Scenario of Climate Change. https://doi.org/10.21203/rs.3.rs-1818227/v1
- Chepchumba, M.C. (2010) Exploration of Groundwater Potential Using Gis and Remote Sensing in Embu County, Kenya. Doctoral Dissertation, JKUAT-IEET.
- Rajaveni, S.P., Brindha, K. and Elango, L. (2017) Geological and Geomorphological Controls on Groundwater Occurrence in a Hard Rock Region. Applied Water Science, 7, 1377-1389. https://doi.org/10.1007/s13201-015-0327-6
- Nyaberi, D.M., Basweti, E., Barongo, J.O., Ogendi, G.M. and Kariuki, P.C. (2019) Mapping of Groundwater through the Integration of Remote Sensing and Vertical Electrical Sounding in ASALs: A Case Study of Turkana South Sub-County, Kenya. Journal of Geoscience and Environment Protection, 7, 229-243. https://doi.org/10.4236/gep.2019.711017
- Mwega, W.B., Bancy, M.M., Mulwa, J.K. and Kituu, G.M. (2013) Identification of Groundwater Potential Zones Using Remote Sensing and GIS in Lake Chala Watershed, Kenya. Proceedings of 2013 Mechanical Engineering Conference on Sustainable Research and Innovation, Kitui, 24-26 April 2013, 42-46.
- Jhariya, D.C., Khan, R., Mondal, K.C., Kumar, T., Indhulekha, K. and Singh, V.K. (2021) Assessment of Groundwater Potential Zone Using GIS-Based Multi-Influencing Factor (MIF), Multi-Criteria Decision Analysis (MCDA) and Electrical Resistivity Survey Techniques in Raipur City, Chhattisgarh, India. Water Infrastructure, Ecosystems and Society, 70, 375-400. https://doi.org/10.2166/aqua.2021.129
- Indhulekha, K., Chandra Mondal, K. and Jhariya, D.C. (2019) Groundwater Prospect Mapping Using Remote Sensing, GIS and Resistivity Survey Techniques in Chhokra Nala Raipur District, Chhattisgarh, India. Journal of Water Supply: Research and Technology-Aqua, 68, 595-606. https://doi.org/10.2166/aqua.2019.159
- Musa, K.A., Akhir, J.M. and Abdullah, I. (2002) The Effect of Major Faults and Folds in Hard Rock Groundwater Potential Mapping: An Example from Langat Basin, Selangor.
- Garewal, S.K., Vasudeo, A.D., Landge, V.S. and Ghare, A.D. (2019) Groundwater Vulnerability Mapping Using Modified DRASTIC ANP. Journal of the Croatian Association of Civil Engineers, 71, 283-296. https://doi.org/10.14256/JCE.1951.2016