Rainfall-Runoff Modelling in Tropical River Basin for Water Conservation Planning Using Water Recharge Ponds
DOI:
https://doi.org/10.23960/jtep-l.v13i4.1171-1181Abstract
Land conversion in river basins poses a threat to future water availability. This research aims to estimate water availability, particularly stream flow for planning of water conservation. Water availability was analyzed using a hydrology tank model. The model was calibrated by using stream flow data measured in a reservoir and then used to estimate water availability in the reservoir's catchment area. The value of model parameters such as wet infiltration coefficient (WIC), dry infiltration coefficient (DIC), soil moisture capacity (SMC), initial soil moisture (ISM), initial groundwater storage (IGWS), groundwater recession constant (k) was determined through the calibration process. The results showed that the model has good accuracy for stream flow calculation indicated by the value of statistical parameters i.e. coefficient of correlation (R) = 0.93, a volume of error (VE) = 0.04, and a coefficient of efficiency (CE) = 1.00. During the wet season, the specific maximum discharge is 0.11 m3s−1km−2. Meanwhile, the minimum specific discharge is 0.030 m3s−1km−2. These differences indicate that optimizing rainwater harvesting during the wet season is required. Rainfall-runoff modeling reveals the potential for surface runoff during the wet season is 1,139 mm. This finding provides an essential reference for water conservation, especially using water recharge ponds.
Keywords: Hydrology tank model, Stream flow, Tropical river basin, Water availability, Water conservation.
References
Allen, R.G., Pereira, L. S., Raes, D., & Smith, M. (2015). FAO Irrigation and Drainage Paper no. 56 Crop Evapotranspiration. Irrigation and Water Management.
Ayele, B.G., Asseffa, S., & Tuhar, A.W. (2023). Effect of Deficit irrigation under furrow irrigation techniques on garlic (allium sativum l.) productivity at the Central Highland of Ethiopia. Water-Energy Nexus, 6, 32–45. https://doi.org/10.1016/j.wen.2023.07.001
Boyko, K., Fernald, A.G., & Bawazir, A.S. (2021). Improving groundwater recharge estimation in Alfalfa fields in New Mexico with actual evapotranspiration measurements. Agricultural Water Management, 244(January 2021), 106532. https://doi.org/10.1016/j.agwat.2020.106532
Carrard, N., Foster, T., & Willetts, J. (2020). Correction: groundwater as a drinking water source in Southeast Asia and The Pacific: a multi-country review of current eliance and resource concern. Water 2019, 11, 1605. Water, 12(1), 298. https://doi.org/10.3390/w12010298
Chandrasasi, D., Limantara, L.M., & Juni, R.W. (2020). Analysis using the f. j. mock method for water balance calculation in the upstream Konto sub-watershed. IOP Conference Series: Earth and Environmental Science, 437, 012019. https://doi.org/10.1088/1755-1315/437/1/012019
Christanto, N., Setiawan, M.A., Nurkholis, A., Istiqomah, S., Sartohadi, J., & Hadi, M.P. (2018). Analysis of Sediment rate in upstream Serayu watershed using swat model. Majalah Geografi Indonesia, 32(1), 50. https://doi.org/10.22146/mgi.32280
da Costa, A.M., de Salis, H.H.C., Viana, J.H.M., & Pacheco, F.A.L. (2019). Groundwater recharge potential for sustainable water use in urban areas of the Jequitiba River Basin, Brazil. Sustainability, 11(10). https://doi.org/10.3390/su11102955
Data, Y., Bato’Sau, S., Bungin, E.R., & Tanan, B. (2020). Potensi hidrologi dan tenaga air plta/pltm Sungai Maros, Sulawesi Selatan. Paulus Civil Engineering Journal, 1(1), 1–9. https://doi.org/10.52722/pcej.v1i1.50
Freni, G., & Liuzzo, L. (2019). Effectiveness of rainwater harvesting systems for flood reduction in urban residential areas. Water, 11(7), 1389. https://doi.org/10.3390/w11071389
Ibrahim-Bathis, K., & Ahmed, S.A. (2016). Geospatial technology for delineating groundwater potential zones in Doddahalla watershed, Chitradurga district, India. Egyptian Journal of Remote Sensing and Space Science, 19(2), 223-234. https://doi.org/10.1016/j.ejrs.2016.06.002
Jayanti, M., Sabar, A., Ariesyady, H.D., Marselina, M., & Qadafi, M. (2023). A comparison of three water discharge forecasting models for monsoon climate region: a case study in Cimanuk-Jatigede watershed Indonesia. Water Cycle, 4(2023), 17-25. https://doi.org/10.1016/j.watcyc.2023.01.002
Jena, S., Panda, R.K., Ramadas, M., Mohanty, B.P., & Pattanaik, S.K. (2020). Delineation of Potential groundwater storage and recharge zones using rs-gis-ahp: application in arable land expansion. Remote Sensing Applications: Society and Environment, 19(August 2022), 100354. https://doi.org/10.1016/j.rsase.2020.100354
Jódar-Abellán, A., Albaladejo-GarcÃa, J.A., & Prats-Rico, D. (2017). Artificial groundwater recharge. a review of current knowledge on this technique. Revista de La Sociedad Geologica de Espana, 30(1), 85-96.
Junior, R.F.V., Varandas, S.G.P., Fernandes, L.F.S., & Pacheco, F.A.L. (2014). Groundwater quality in rural watersheds with environmental land use conflicts. Science of the Total Environment, 493, 812–827. https://doi.org/10.1016/j.scitotenv.2014.06.068
Kalbus, E., Reinstorf, F., & Schirmer, M. (2006). Measuring groundwater-surface water interactions: a review. Hydrology and Earth System Sciences, 10, 873-887. https://doi.org/10.5194/hess-10-873-2006
Khoirotunnisa, S.D., Nafisa, G.I., Setyawan, C., Nu’man, M., & Ngadisih. (2023). Assessment of surface runoff potential in tropical environments for soil and water conservation planning. BIO Web of Conferences, 80(2023), 03011.
Lentswe, G. B., & Molwalefhe, L. (2020). Delineation of potential groundwater recharge zones using analytic hierarchy process-guided GIS in the semi-arid Motloutse watershed, eastern Botswana. Journal of Hydrology: Regional Studies, 28(January), 100674. https://doi.org/10.1016/j.ejrh.2020.100674
Narayanan, P., Basistha, A., Sarkar, S., & Kamna, S. (2013). Trend analysis and arima modelling of pre-monsoon rainfall data for Western India. Comptes Rendus Géoscience, 345(1), 22–27. https://doi.org/10.1016/j.crte.2012.12.001
Nyatuame, M., Agodzo, S., Amekudzi, L.K., & Mensah-Brako, B. (2023). Assessment of past and future land use/cover change over tordzie watershed in Ghana. Frontiers in Environmental Science, 11. https://doi.org/10.3389/fenvs.2023.1139264
Oktavia, S.R., Rustiati, N.B., Andiese, V.W., Amaliah, T., Labombang, M., & Mantika, O.A. (2022). Baseflow index on Miu watershed based on a digital graphical method. IOP Conference Series: Earth and Environmental Science, 1075, 012052. https://doi.org/10.1088/17551315/1075/1/012052
Qi, Q., Marwa, J., Mwamila, T.B., Gwenzi, W., & Noubactep, C. (2019). Making rainwater harvesting a key solution for water management: the universality of the Kilimanjaro Concept. Sustainability, 11(20), 1–15. https://doi.org/10.3390/su11205606
Septiana, B., Kusnadi, N., & Fariyanti, A. (2022). Daya saing bawang putih di Indonesia. Jurnal Agribisnis Indonesia, 10(1), 40–52. https://doi.org/10.29244/jai.2022.10.1.40-52
Singh, S.P., & Nandi, A.K. (2020). A financial viability and relative profitability of mango orcharding in Lucknow District of Uttar Pradesh. Economic Affairs, 65(1), 77-83. https://doi.org/10.30954/0424-2513.1.2020.11
Soewarno., & Syariman, P. (2008). Sedimentation control: part ii. intensive measures the inside of the Mrica Reservoir, Central Java. Journal of Applied Sciences in Environmental Sanitation, 3(1), 17–24.
Sunaryo., Nola, Y.D., Istijono, B., & Junaidi. (2019). Analysis of water balance on Lake Maninjau, West Sumatera. IOP Conference Series: Materials Science and Engineering, 602, 012107. https://doi.org/10.1088/1757-899X/602/1/012107
Susanti, Y., syafrudin, & Helmi, M. (2020). Analysis of land use change in upstream Serayu watersheds using remote sensing and geographic information systems. BIOEDUKASI: Jurnal Pendidikan Biologi, 13(1), 23–30. https://doi.org/10.20961/bioedukasi-uns.v13i1.37825
Sutrisno. (2013). Manajemen Keuangan: Teori Konsep dan Aplikasi. Yogyakarta, Ekonisia.
Tunas, I.G. (2007). Optimasi parameter model mock untuk menghitung debit andalan Sungai Miu. SMARTek, 5(1), 40–48.
Yang, Q., Meng, F.R., Zhao, Z., Chow, T.L., Benoy, G., Rees, H.W., & Bourque, C.P.A. (2009). Assessing the impacts of flow diversion terraces on stream water and sediment yields at a watershed level using swat model. Agriculture, Ecosystems and Environment, 132(1–2), 23–31. https://doi.org/10.1016/j.agee.2009.02.012
Zaidi, F. K., Nazzal, Y., Ahmed, I., Naeem, M., & Jafri, M. K. (2015). Identification of Potential Artificial Groundwater Recharge Zones in Northwestern Saudi Arabia Using GIS and Boolean logic. Journal of African Earth Sciences, 111, 156–169. https://doi.org/10.1016/j.jafrearsci.2015.07.008
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