Spatial and temporal distribution of estimated surface runoff caused by land use/land cover changes in the upstream Citarum watershed, West Java, Indonesia

Authors

  • Fajar Yulianto Remote Sensing Application Research Center, Aeronautics and Space Research Organization (LAPAN), National Research and Innovation Agency (BRIN), Jl. Kalisari No. 8, Pekayon, Pasar Rebo, Jakarta 13710, Indonesia.
  • Muhammad Rokhis Khomarudin Remote Sensing Application Research Center, Aeronautics and Space Research Organization (LAPAN), National Research and Innovation Agency (BRIN), Jl. Kalisari No. 8, Pekayon, Pasar Rebo, Jakarta 13710, Indonesia.
  • Eddy Hermawan Atmospheric Science and Technology Research Center, Aeronautics and Space Research Organization (LAPAN), National Research and Innovation Agency (BRIN), Jl. Dr. Djunjunan No. 133, Bandung, 40173, Indonesia
  • Nunung Puji Nugroho Technology Research and Development Center for Watershed Management. Ministry of Environment and Forestry (KLHK), Jl. Jenderal Ahmad Yani-Pabelan P.O. Box 295 Kartasura Surakarta, Central Java 57102, Indonesia
  • Galdita Aruba Chulafak Remote Sensing Application Research Center, Aeronautics and Space Research Organization (LAPAN), National Research and Innovation Agency (BRIN), Jl. Kalisari No. 8, Pekayon, Pasar Rebo, Jakarta 13710, Indonesia.
  • Gatot Nugroho Remote Sensing Application Research Center, Aeronautics and Space Research Organization (LAPAN), National Research and Innovation Agency (BRIN), Jl. Kalisari No. 8, Pekayon, Pasar Rebo, Jakarta 13710, Indonesia.
  • Udhi Catur Nugroho Remote Sensing Application Research Center, Aeronautics and Space Research Organization (LAPAN), National Research and Innovation Agency (BRIN), Jl. Kalisari No. 8, Pekayon, Pasar Rebo, Jakarta 13710, Indonesia
  • Suwarsono Suwarsono Remote Sensing Application Research Center, Aeronautics and Space Research Organization (LAPAN), National Research and Innovation Agency (BRIN), Jl. Kalisari No. 8, Pekayon, Pasar Rebo, Jakarta 13710, Indonesia.
  • Hana Listi Fitriana Remote Sensing Application Research Center, Aeronautics and Space Research Organization (LAPAN), National Research and Innovation Agency (BRIN), Jl. Kalisari No. 8, Pekayon, Pasar Rebo, Jakarta 13710, Indonesia
  • Eko Priyanto Technology Research and Development Center for Watershed Management. Ministry of Environment and Forestry (KLHK), Jl. Jenderal Ahmad Yani-Pabelan P.O. Box 295 Kartasura Surakarta, Central Java 57102, Indonesia

DOI:

https://doi.org/10.15243/jdmlm.2022.092.3293

Keywords:

GIS, hydrology, land use/ land cover, remote sensing, surface runoff

Abstract

In Indonesia, flooding is one of the natural hazards that often occurs during the rainy season. Surface runoff coefficient values are an essential indicator of the supply of regional water resources. The smaller the surface runoff value, the greater the water storage in the ground, and the smaller surface was running water. This study analyses the spatial and temporal distribution of the estimated surface runoff caused by land use/land cover changes in the upstream Citarum watershed. The study area is located in the upstream Citarum watershed, West Java, Indonesia. The site has a long history of flooding and various complex environmental problems. The geographic Information System method was used as a tool in analyzing the spatially and temporally. The research result shows that there has been a change in land cover in several periods of the year in the Citarum upstream watershed. The occurrence of the LULC phenomenon positively affects the surface runoff coefficient. The increasing area of Built land and plantation in the Citarum upstream watershed will further increase the surface runoff coefficient and, in the end, will potentially increase the surface runoff and contribute to flooding in the Bandung basin. This study results can be used to provide input in determining the direction and policies for watershed management, taking into account the varying characteristics of each subwatershed.

References

Ahiablame, L., Sinha, T., Paul, M., Ji, J.H. and Rajib, A. 2017. Streamflow response to potential land use and climate changes in the James River watershed, Upper Midwest United States. Journal of Hydrology: Regional Studies 14(August):150-166, doi:10.1016 /j.ejrh.2017.11.004.

Alijani, A., Ghadimvand, N.K., Aleali, M., Espahbod, M.R. and Meysami, A. 2016. Evaluating the amount of erodability and sedimentation by comparing sediment weight model and PSIAC experimental model (Case study: Lali Water Catchment, Khuzestan, Iran). Open Journal of Geology 6(08): 692-702, doi:10.4236/ojg.2016.68053.

Atharinafi, Z. and Wijaya, N. 2021. Land use change and its impacts on surface runoff in rural areas of the Upper Citarum Watershed (Case study: Cirasea Sub-watershed). Journal of Regional and City Planning 32(1):36-55, doi:10.5614/jpwk.2021.32.1.3.

BNPB. 2021. Korban dan kerusakan menurut bencana (Data Informasi Bencana Indonesia). Retrieved from https://dibi.bnpb.go.id/kbencana/index. Accessed 1 November 2021.

Bubeck, P., Otto, A. and Weichselgartner, J. 2017. Societal impacts of flood hazards Oxford Research Encyclopedia of Natural Hazard Science.

Dewan, A.M. and Yamaguchi, Y. 2009. Land use and land cover change in Greater Dhaka, Bangladesh: Using remote sensing to promote sustainable urbanisation. Applied Geography 29(3):390-401, doi:10.1016/j.apgeog.2008.12.005.

Dutta, D., Herath, S. and Musiake, K. 2003. A mathematical model for flood loss estimation. Journal of Hydrology, 277(1):24-49. doi:10.1016/S0022-1694(03)00084-2.

Fadhil, M.Y., Hidayat, Y. and Baskoro, D.P.T. 2021. Perubahan penggunaan lahan dan karakteristik hidrologi DAS Citarum Hulu. Jurnal Ilmu Pertanian Indonesia 26(2):213-220, doi:10.18343/jipi.26.2.213.

Fernandes, N.F., Guimarães, R.F., Gomes, R.A.T., Vieira, B.C., Montgomery, D.R. and Greenberg, H. 2004. Topographic controls of landslides in Rio de Janeiro: Field evidence and modelling. Catena 55(2):163-181, doi:10.1016/S0341-8162(03)00115-2.

Fernandos, Tambunan, M.P. and Marko, K. 2020. Loss levels regarding flood affected areas in the upper Citarum Watershed. Paper presented at the IOP Conference Series: Earth and Environmental Science.

Fitriyani, J., Apriyadi, R.K., Winugroho, T., Hartono, D., Widana, I.D.K.K. and Wilopo, W. 2021. Characteristics of Indonesia's disaster history for the period 1815–2019 based on the number of disasters, deaths, exposures and house damage due to disasters. PENDIPA Journal of Science Education 5(3):322-327, doi:10.33369/pendipa.5.3.322-327 (in Indonesian).

Guse, B., Pfannerstill, M. and Fohrer, N. 2015. Dynamic modelling of land use changes impacts on nitrate loads in rivers. Environmental Processes 2(4):575-592, doi:10.1007/s40710-015-0099-x.

Hassan, Z., Shabbir, R., Ahmad, S.S., Malik, A.H., Aziz, N., Butt, A. and Erum, S. 2016. Dynamics of land use and land cover change (LULCC) using geospatial techniques: a case study of Islamabad Pakistan. SpringerPlus 5, Article number: 812 (2016), doi:10.1186/s40064-016-2414-z.

Husodo, T., Ali, Y., Mardiyah, S.R., Shanida, S.S., Abdoellah, O.S. and Wulandari, I. 2021. Perubahan lahan vegetasi berbasis citra satelit di DAS Citarum, Bandung, Jawa Barat. Majalah Geografi Indonesia 35(1):54-63, doi:10.22146/mgi.31217.

Kheradmand, S., Seidou, O., Konte, D. and Batoure, M.B.B. 2018. Evaluation of adaptation options to flood risk in a probabilistic framework. Journal of Hydrology: Regional Studies 19:1-16, doi:10.1016/j.ejrh.2018.07.001.

Luo, T., Maddocks, A., Iceland, C., Ward, P. and Winsemius, H. 2015. World’s 15 countries with the most people exposed to river floods. Retrieved from https://www.wri.org/insights/worlds-15-countries-most-people-exposed-river-floods. Accessed 1 November 2021.

Merz, B., Blöschl, G., Vorogushyn, S., Dottori, F., Aerts, J. C. J. H., Bates, P., Bertola, M., Kemter, M., Kreibich, H., Lall, U. and Macdonald, E. 2021. Causes, impacts and patterns of disastrous river floods. Nature Reviews Earth & Environment 2(9):592-609, doi:10.1038/s43017-021-00195-3.

Mikoš, M., Četina, M. and Brilly, M. 2004. Hydrologic conditions responsible for triggering the landslide, Slovenia. Engineering Geology 73(3-4): 193-213, doi:10.1016/j.enggeo.2004.01.011.

Mishra, P.K., Rai, A. and Rai, S.C. 2020. Land use and land cover change detection using geospatial techniques in the Sikkim Himalaya, India. Egyptian Journal of Remote Sensing and Space Science 23(2):133-143, doi:10.1016/j.ejrs.2019.02.001.

Muin, S.F., Boer, R. and Suharnoto, Y. 2015. Flood modeling and flood financial loss analysis in upper Citarum watershed. Jurnal Tanah dan Iklim 39(2):75-84 (in Indonesian).

Nahib, I., Ambarwulan, W., Rahadiati, A., Munajati, L., Prihanto, Y., Suryanta, J., Turmudi, T. and Nuswantoro, A.C. 2021. Assessment of the impacts of climate and LULC changes on the water yield in the Citarum River Basin, West Java Province, Indonesia. Sustainability 13(7):3919, doi:10.3390/su13073919.

Noordwijk, M.v., Tanika, L. and Lusiana, B. 2017. Flood risk reduction and flow buffering as ecosystem services–Part 1: Theory on flow persistence, flashiness and base flow. Hydrology and Earth System Sciences 21(5):2321-2340, doi:10.5194/hess-21-2321-2017.

Pradiko, H., Arwin, Soewondo, P. and Suryadi, Y. 2015. The change of hydrological regime in upper Cikapundung Watershed, West Java Indonesia. Procedia Engineering 125:229-235, doi:10.1016/j.proeng.2015.11.033.

Remondi, F., Burlando, P. and Vollmer, D. 2016. Exploring the hydrological impact of increasing urbanisation on a tropical river catchment of the metropolitan Jakarta, Indonesia. Sustainable Cities and Society 20:210-221, doi:10.1016/j.scs.2015.10.001.

Rosyidie, A. 2013. Banjir: Fakta dan dampaknya, serta pengaruh dari perubahan guna lahan. Jurnal Perencanaan Wilayah dan Kota 24(3):241-249.

Schwab, G.O., Frevert, R.K., Barnes, K.K. and Edminster, T.W. 1981. Soil and Water Conservation Engineering. John Wiley Inc., New York.

Sholihah, Q., Kuncoro, W., Wahyuni, S., Suwandi, S.P., and Feditasari, E.D. 2020. The analysis of the causes of flood disasters and their impacts in the perspective of environmental law. Paper presented at the IOP Conference Series: Earth and Environmental Science.

Tanika, L., Lusiana, B. and Hendriatna, A. 2020. Simulation of the impact of land cover and climate change in the Upper Citarum Watershed using the GenRiver Model: Model calibration and sensitivity analysis. Working paper no. 309. Bogor, Indonesia: World Agroforestry (ICRAF) Southeast Asia Regional Program, doi:10.5716/WP20048 (in Indonesian).

Ward, P.J., Jongman, B., Weiland, F.S., Bouwman, A., van Beek, R., Bierkens, M.F.P., Ligtvoet, W. and Winsemius, H.C. 2013. Assessing flood risk at the global scale: model setup, results, and sensitivity. Environmental Research Letters 8(4):044019. doi:10.1088/1748-9326/8/4/044019.

Winsemius, H., Van Beek, L., Jongman, B., Ward, P. and Bouwman, A. 2013. A framework for global river flood risk assessments. Hydrology and Earth System Sciences 17(5):1871-1892, doi:10.5194/hess-17-1871-2013.

Yesuph, A.Y. and Dagnew, A.B. 2019. Land use/cover spatiotemporal dynamics, driving forces and implications at the Beshillo catchment of the Blue Nile Basin, North Eastern Highlands of Ethiopia. Environmental Systems Research 8(1):1-30, doi:10.1186/s40068-019-0148-

Yulianto, F., Maulana, T. and Khomarudin, M.R. 2019. Analysis of the dynamics of land use change and its prediction based on the integration of remotely sensed data and CA-Markov model, in the upstream Citarum Watershed, West Java, Indonesia. International Journal of Digital Earth 12(10):1151-1176, doi:10.1080/17538947.2018.1497098.

Yulianto, F., Nugroho, U.C., Nugroho, N.P., Sunarmodo, W. and Khomarudin, M.R. 2020. Spatial-temporal dynamics land use/land cover change and flood hazard mapping in the Upstream Citarum Watershed, West Java, Indonesia. Quaestiones Geographicae 39(1):125-146, doi:10.2478/quageo-2020-0010.

Yulianto, F., Sofan, P., Zubaidah, A., Sukowati, K.A.D., Pasaribu, J.M. and Khomarudin, M.R. 2015. Detecting areas affected by flood using multi-temporal ALOS PALSAR remotely sensed data in Karawang, West Java, Indonesia. Natural Hazards 77(2):959-985, doi:10.1007/s11069-015-1633-x.

Zheng, Z., Ren, J., Li, Y., Huang, C., Liu, G., Du, C. and Lyu, H. 2016. Remote sensing of diffuse attenuation coefficient patterns from Landsat 8 OLI imagery of turbid inland waters: A case study of Dongting Lake. Science of The Total Environment 573:39-54, doi:10.1016/j.scitotenv.2016.08.019.

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Submitted

16-09-2021

Accepted

11-11-2021

Published

01-01-2022

How to Cite

Yulianto, F., Khomarudin, M. R., Hermawan, E., Nugroho, N. P., Chulafak, G. A., Nugroho, G., Nugroho, U. C., Suwarsono, S., Fitriana, H. L., & Priyanto, E. (2022). Spatial and temporal distribution of estimated surface runoff caused by land use/land cover changes in the upstream Citarum watershed, West Java, Indonesia. Journal of Degraded and Mining Lands Management, 9(2), 3293–3305. https://doi.org/10.15243/jdmlm.2022.092.3293

Issue

Vol. 9 No. 2 (2022)

Section

Research Article

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