Details
Title
Spatial-temporal heterogeneity and driving factors of water yield services in Citarum river basin unit, West Java, IndonesiaJournal title
Archives of Environmental ProtectionYearbook
2023Volume
vol. 49Issue
No 1Affiliation
Nahib, Irmadi : Research Center for Geospatial, Research Organization for Earth Sciences and Maritime,National Research and Innovation Agency, Cibinong Science Center,Jl. Raya Jakarta-Bogor Km 46, Cibinong 16911, Indonesia ; Ambarwulan, Wiwin : Research Center for Geospatial, Research Organization for Earth Sciences and Maritime,National Research and Innovation Agency, Cibinong Science Center,Jl. Raya Jakarta-Bogor Km 46, Cibinong 16911, Indonesia ; Sutrisno, Dewayany : Research Center for Geospatial, Research Organization for Earth Sciences and Maritime,National Research and Innovation Agency, Cibinong Science Center,Jl. Raya Jakarta-Bogor Km 46, Cibinong 16911, Indonesia ; Darmawan, Mulyanto : Research Center for Geospatial, Research Organization for Earth Sciences and Maritime,National Research and Innovation Agency, Cibinong Science Center,Jl. Raya Jakarta-Bogor Km 46, Cibinong 16911, Indonesia ; Suwarno, Yatin : Research Center for Geospatial, Research Organization for Earth Sciences and Maritime,National Research and Innovation Agency, Cibinong Science Center,Jl. Raya Jakarta-Bogor Km 46, Cibinong 16911, Indonesia ; Rahadiati, Ati : Research Center for Geospatial, Research Organization for Earth Sciences and Maritime,National Research and Innovation Agency, Cibinong Science Center,Jl. Raya Jakarta-Bogor Km 46, Cibinong 16911, Indonesia ; Suryanta, Jaka : Research Center for Geospatial, Research Organization for Earth Sciences and Maritime,National Research and Innovation Agency, Cibinong Science Center,Jl. Raya Jakarta-Bogor Km 46, Cibinong 16911, Indonesia ; Prihanto, Yosef : Research Center for Geospatial, Research Organization for Earth Sciences and Maritime,National Research and Innovation Agency, Cibinong Science Center,Jl. Raya Jakarta-Bogor Km 46, Cibinong 16911, Indonesia ; Rudiastuti, Aninda W. : Research Center for Geospatial, Research Organization for Earth Sciences and Maritime,National Research and Innovation Agency, Cibinong Science Center,Jl. Raya Jakarta-Bogor Km 46, Cibinong 16911, Indonesia ; Gaol, Yustisi Lumban : Research Center for Geospatial, Research Organization for Earth Sciences and Maritime,National Research and Innovation Agency, Cibinong Science Center,Jl. Raya Jakarta-Bogor Km 46, Cibinong 16911, IndonesiaAuthors
Keywords
water yield ; climate ; land use land cover ; InVEST Model ; geographically weighted regression ; socio-ecological modelDivisions of PAS
Nauki TechniczneCoverage
3-24Publisher
Polish Academy of SciencesBibliography
- Ambarwulan, W., Nahib, I., Widiatmaka, W., Suryanta, J., Munajati, S. L., Suwarno, Y., Turmudi T, Darmawan M. & Sutrisno, D. (2021). Using Geographic Information Systems and the Analytical Hierarchy Process for Delineating Erosion-Induced Land Degradation in the Middle Citarum Sub-Watershed, Indonesia. Frontiers in Environmental Science, 9, 710570. DOI:10.3389/fenvs.2021.71057
- Badan Informasi Geospasial. (2015). Pemetaan Dinamika Sumberdaya Alam Terpadu Wilayah Sungai Citarum; [Mapping of the Dynamics of Integrated Natural Resources of the Citarum River Basin]; Cibinong.
- Bai, Y., Chen, Y., Alatalo, J.M., Yang, Z. & Jiang, B. (2020). Scale Effects on the Relationships between Land Characteristics and Ecosystem Services- a Case Study in Taihu Lake Basin, China. Sci. Total Environ., 716, DOI:10.1016/j.scitotenv.2020.137083
- Balai Besar Wilayah Sungai Citarum-Ciliwung (BBWS Citarum Ciliwung). Profil BBWS Citarum [Profile of BBWS Citarum]. (http://sda.pu.go.id/balai/bbwscitarum/profil-bbws-citarum/) (09.03. 2022)
- Balist, J., Malekmohammadi, B., Jafari, H. R., Nohegar, A. & Geneletti, D. (2022). Detecting land use and climate impacts on water yield ecosystem service in arid and semi-arid areas. A study in Sirvan River Basin-Iran. Applied Water Science, 12(1), pp. 1-14. DOI:10.1007/s13201-021-01545-8
- Barbieri, M., Barberio, M. D., Banzato, F., Billi, A., Boschetti, T., Franchini, S. & Petitta, M. (2021). Climate change and its effect on groundwater quality. Environmental Geochemistry and Health, 1-12. DOI:10.1007/s10653-021-01140-5
- Bin, L., Xu, K., Xu, X., Lian, J. & Ma, C. (2018). Development of a Landscape Indicator to Evaluate the Effect of Landscape Pattern on Surface Runoff in the Haihe River Basin. J. Hydrol, 566, pp. 546–557. DOI:10.1016/j.jhydrol.2018.09.045
- Borowski, P. F. (2020). Nexus between water, energy, food and climate change as challenges facing the modern global, European and Polish economy. AIMS Geosci, 6, pp. 397-421. DOI:10.3934/geosci.2020022
- Bucała-Hrabia, A. (2018). Land use changes and their catchment-scale environmenta limpact in the Polish Western Carpathians during transition from centrally planned to free-market economics. Geographia Polonica, 91(2), pp. 171-196. DOI:10.24425/aep.2022.140767
- Cao, S., Chen, L. & Yu, X. (2009). Impact of China's Grain for Green Project on the landscape of vulnerable arid and semi‐arid agricultural regions: A case study in northern Shaanxi Province. Journal of Applied Ecology, 46(3), pp. 536-543.
- Caraka, R. E., Chen, R. C., Bakar, S. A., Tahmid, M., Toharudin, T., Pardamean, B. & Huang, S. W. (2020). Employing best input SVR robust lost function with nature-inspired metaheuristics in wind speed energy forecasting. IAENG Int. J. Comput. Sci, 47(3), pp. 572-584.
- Chander, G., Markham, B. L. & Helder, D. L. (2009). Summary of current radiometric calibration coefficients for Landsat MSS, TM, ETM+, and EO-1 ALI sensors. Remote sensing of environment, 113(5), pp. 893-903.
- Deslatte, A., Szmigiel-Rawska, K., Tavares, A. F., Ślawska, J., Karsznia, I. & Łukomska, J. (2022). Land use institutions and social-ecological systems: A spatial analysis of local landscape changes in Poland. Land Use Policy, 114, 105937. DOI:10.1016/j.landusepol.2021.105937
- Dinka, M. O. & Chaka, D. D. (2019). Analysis of land use/land cover change in Adei watershed, Central Highlands of Ethiopia. Journal of water and land development. DOI:10.2478/jwld-2019-0038
- Dissanayake, D., Morimoto, T. & Ranagalage, M. (2019). Accessing the Soil Erosion Rate Based on RUSLE Model for Sustainable Land Use Management: A Case Study of the Kotmale Watershed, Sri Lanka. Springer International Publishing; Vol. 5, pp. 291–306. DOI:10.1007/s40808-018-0534-x
- Ermida, S.L., Patrícia Soares, Vasco Mantas, Frank-M. Göttsche & Isabel F. Trigo. (2020). Google Earth Engine Open-Source Code for Land Surface Temperature Estimation from the Landsat Series. Remote Sens. 12, 1471. DOI:10.3390/rs12091471
- Fang, W., Huang, H., Yang, B. & Hu, Q. (2021). Factors on spatial heterogeneity of the grain production capacity in the major grain sales area in southeast China: Evidence from 530 Counties in Guangdong Province. Land, 10(2), 206. DOI:10.3390/land10020206
- Ferencz, B., Dawidek, J., & Bronowicka-Mielniczuk, U. (2022). Alteration of yield and springs number as an indicator of climate changes. Case study of Eastern Poland. Ecological Indicators, 138, 108798.
- Figueroa, A.J. & Smilovic, M. (2020). Groundwater irrigation and implication in the Nile river basin. In Global Groundwater (pp. 81-95). Elsevier. DOI:10.1016/B978-0-12-818172-0.00007-4
- Fotheringham, A.S., Brunsdon, C. & Charlton, M. (2002). Geographically Weighted Regression: The Analysis of Spatially Varying Relationships; ISBN 978-0-470-85525-6.
- Francis, R. & Bekera, B. (2014). A metric and frameworks for resilience analysis of engineered and infrastructure systems. Reliability engineering & system safety, 121, pp. 90-103.
- Fu, B.P. (1981). On the Calculation of the Evaporation from Land Surface. Sci. Atmos. Sin.
- Gentilucci, M., Bufalini, M., Materazzi, M., Barbieri, M., Aringoli, D., Farabollini, P. & Pambianchi, G. (2021). Calculation of Potential Evapotranspiration and Calibration of the Hargreaves Equation Using Geostatistical Methods over the Last 10 Years in Central Italy. Geosci, 11, DOI:10.3390/geosciences11080348
- Glaser, M., Krause, G., Ratter, B. & Welp, M. (2008) Human-Nature-Interaction in the Anthropocene. Potential of Social-Ecological Systems Analysis. [Website], Available from: file:///C:/Users/USER/Downloads/10.4324_9780203123195_previewpdf.pdf
- (28.07.2022) DOI:10.1111/j.1365-2664.2008.01605.x
- Goldameir, N. E., Djuraidah, A. & Wigena, A. H. (2015). Quantile Spline Regression on Statistical Downscaling Model to Predict Extreme Rainfall in Indramayu. Applied Mathematical Sciences, 9(126), pp. 6263-6272.
- Gollini, I., Lu, B., Charlton, M., Brunsdon, C., Harris, P., Gollini, I., Lu, B., Charlton, M., Brunsdon, C. & Harris, P. (2015). GWmodel : An R Package for Exploring Spatial Heterogeneity. J. Stat. Softw, 63, pp. 1–50, DOI:10.1080/10095020.2014.917453
- Gosal, A. S., Evans, P. M., Bullock, J. M., Redhead, J., Charlton, M. B., Cord, A. F. Johnson, A. & Ziv, G. (2022). Understanding the accuracy of modelled changes in freshwater provision over time. Science of the Total Environment, 833, 155042. DOI:10.1016/j.scitotenv.2022.155042
- Gwate, O., Dube, H., Sibanda, M., Dube, T., Chisadza, B. & Nyikadzino, B. (2022). Understanding the influence of land cover change and landscape pattern change on evapotranspiration variations in Gwayi catchment of Zimbabwe. Geocarto International, 1-17. DOI:10.1080/10106049.2022.2032386
- Hamel, P. & Guswa, A.J. (2015). Uncertainty Analysis of a Spatially Explicit Annual Water-Balance Model: Case Study of the Cape Fear Basin, North Carolina. Hydrol. Earth Syst. Sci, 19, pp. 839–853. DOI:10.5194/hess-19-839-2015
- Horton, R. E. (1933). The role of infiltration in the hydrologic cycle. Eos. Transactions American Geophysical Union, 14(1), pp. 446-460.
- Hasan, M. (2011). A policy model for sustainable water resources management of Citarum River Basin. Disertasi. Sekolahg pasca Sarjana IPb. http://repository.ipb.ac.id/handle/123456789/53626
- Hu, W., Li, G., Gao, Z., Jia, G., Wang, Z. & Li, Y. (2020). Assessment of the impact of the Poplar Ecological Retreat Project on water conservation in the Dongting Lake wetland region using the InVEST model. Science of the Total Environment, 733, 139423. DOI:10.1016/j.scitotenv.2020.139423
- Kementerian Pekerjaan Umum. Rencana pengelolaan sumber daya air Wilayah Sungai Citarum Tahun 2016 [Management Plan of Citarum River Basin]. Available online: https://www.coursehero.com/file/60545948/Rencana-Pengelolaan-Sumber-Daya-Air-WS-Citarumpdf/ (12.03.2022).
- Kubiak-Wójcicka, K. & Machula, S. (2020). Influence of climate changes on the state of water resources in Poland and their usage. Geosciences, 10(8), 312. DOI:10.3390/geosciences10080312
- Łabędzki, L. & Bąk, B. (2017). Impact of meteorological drought on crop water deficit and crop yield reduction in Polish agriculture. Journal of Water and Land Development, 34(1), 181. DOI: 10.1515/jwld-2017-0052
- Li, P., Li, H., Yang, G., Zhang, Q. & Diao, Y. (2018). Assessing the hydrologic impacts of land use change in the Taihu Lake Basin of China from 1985 to 2010. Water, 10(11), 1512. DOI:10.3390/w10111512
- Li, Y., Sun, Y., Li, J. & Gao, C. (2020). Socioeconomic drivers of urban heat island effect: Empirical evidence from major Chinese cities. Sustainable Cities and Society, 63, 102425. DOI: 10.1016/j.scs.2020.102425
- Lian, X. H., Qi, Y., Wang, H. W., Zhang, J. L. & Yang, R. (2019). Assessing changes of water yield in Qinghai Lake Watershed of China. Water, 12(1), 11. DOI: 10.3390/w12010011
- Montazar, A., Krueger, R., Corwin, D., Pourreza, A., Little, C., Rios, S. & Snyder, R.L. (2020). Determination of Actual Evapotranspiration and Crop Coefficients of California Date Palms Using the Residual of Energy Balance Approach. Water (Switzerland), 12, DOI:10.3390/w12082253
- Muhammed, H. H., Mustafa, A. M. & Kolerski, T. (2021). Hydrological responses to large-scale changes in land cover of river watershed. Journal of Water and Land Development, (50). DOI:10.24425/jwld.2021.138166
- Nahib, I., Ambarwulan, W., Rahadiati, A., Munajati, S.L., Prihanto, Y., Suryanta, J., Turmudi, T. 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. Sustain. 13, DOI:10.3390/su13073919
- Nahib, I., Amhar, F., Wahyudin, Y., Ambarwulan, W., Suwarno, Y., Suwedi, N., Turmudi T, Cahyana. D., Nugroho, N.P.,Ramadhani, F., Siagian, D.R., Suryanta, J., Rudiastuti. A.W., Lumban-Gaol, Y., Karolinoerita, V., Rifaie. F. & Munawaroh, M. (2023). Spatial-Temporal Changes in Water Supply and Demand in the Citarum Watershed, West Java, Indonesia Using a Geospatial Approach. Sustainability, 15(1), 562. DOI:10.3390/su15010562
- Nie, Y., Avraamidou, S., Xiao, X., Pistikopoulos, E. N., Li, J., Zeng, Y. Song, F. Yu, J. & Zhu, M. (2019). A Food-Energy-Water Nexus approach for land use optimization. Science of The Total Environment, 659, pp.7-19. DOI: 10.1016/j.scitotenv.2018.12.242
- Pei, H., Liu, M., Shen, Y., Xu, K., Zhang, H., Li, Y. & Luo, J. (2022). Quantifying impacts of climate dynamics and land-use changes on water yield service in the agro-pastoral ecotone of northern China. Science of The Total Environment, 809, p.151153. DOI:10.1016/j.scitotenv.2021.151153
- Pokhrel, Y. N., Koirala, S., Yeh, P. J. F., Hanasaki, N., Longuevergne, L., Kanae, S. & Oki, T. (2015). Incorporation of groundwater pumping in a global L and Surface Model with the representation of human impacts. Water Resources Research, 51(1), pp. 78-96. DOI:10.1002/2014WR015602
- Redhead, J. W., Stratford, C., Sharps, K., Jones, L., Ziv, G., Clarke, D., Oliver, T.H. & Bullock, J. M. (2016). Empirical validation of the InVEST water yield ecosystem service model at a national scale. Science of the Total Environment, 569, pp. 1418-1426. DOI:10.1016/j.scitotenv.2016.06.227
- Rouholahnejad Freund, E., Abbaspour, K. C. & Lehmann, A. (2017). Water resources of the Black Sea catchment under future climate and landuse change projections. Water, 9(8), 598.
- Sawicka, B., Barbaś, P., Pszczółkowski, P., Skiba, D., Yeganehpoor, F. & Krochmal-Marczak, B. (2022). Climate Changes in Southeastern Poland and Food Security. Climate, 10(4), 57. DOI:10.3390/cli10040057
- Saxton, K.E. (2009) Soil Water Characteristics: Hydraulic Properties Calculator. Available online: https://hrsl.ba.ars.usda.gov/soilwater/Index.htm (13.02.2022)
- Scown, M. W., Flotemersch, J. E., Spanbauer, T. L., Eason, T., Garmestani, A. & Chaffin, B. C. (2017). People and water: Exploring the social-ecological condition of watersheds of the United States. Elementa: Science of the Anthropocene, 5. DOI:10.1525/elementa.189
- Septiangga, B. & Juniar, R. 2016. Aplikasi citra Landsat 8 untuk penentuan persebaran titik panas sebagai indikasi peningkatan temperatur Kota Yogyakarta. Conference paper on National Meteorologi and Climatologi, Jakarta, Indonesia, March 2016
- Sharp, R., Tallis, H.T., Ricketts, T., Guerry, A.D., Wood, S.A., Chaplin-Kramer, R. & Bierbower, W. (2015). INVEST 3.1.3 User’s Guide; California US, https://invest-userguide.readthedocs.io/en/3.5.0/ (12.08.2021)
- Sholeh, M., Pranoto, P., Budiastuti, S. & Sutarno, S. (2018). Analysis of Citarum River Pollution Indicator Using Chemical, Physical, and Bacteriological Methods; Vol. 2049;. In AIP Conference Proceedings (Vol. 2049, No. 1, p. 020068). AIP Publishing LLC. DOI:10.1063/1.5082473
- Siswanto, S.Y. & Francés, F. (2019). How Land Use/Land Cover Changes Can Affect Water, Flooding and Sedimentation in a Tropical Watershed: A Case Study Using Distributed Modeling in the Upper Citarum Watershed, Indonesia. Environ. Earth Sci. 78, pp. 1–15. DOI:10.1007/s12665-019-8561-0
- Sriyanti, M. G. Indonesia Climate Change Sectoral Roadmap-ICCSR (Synthesis Report). FAO. 2009. 9789793764498. Jakarta: Badan Perencanaan Pembangunan Nasional, 2010
- Sun, Y.-J. Wang, J.-F., Zhang, R.-H., Gillies, R. R., Xue, Y. & Bo. Y.-C.(2015). Air temperature retrieval from remote sensing data based on thermodynamics. Theoretical and Applied Climatology. 80, pp. 37–48. DOI:10.1007/s00704-004-0079-y
- Sun, X.Y., Guo, H.W., Lian, L., Liu, F. & Li, B. (2017). The Spatial Pattern of Water Yield and Its Driving Factors in Nansi Lake Basin. J. Nat. Resour, 32, pp. 669–679. DOI:10.11849/zrzyxb.20160460
- Suroso, D., Setiawan, B. & Abdurahman, O. (2010). Impact of Climate Change on the Sustainability of Water Supply in Indonesia and The 714 Proposed Adaptation Activities. Int. Symp. Exhib. Short Course Geotech. Geosynth. Eng. Challenges Oppor. Clim. Chang. 2010
- Szarek-Gwiazda, E. & Gwiazda, R. (2022). Impact of flow and damming on water quality of the mountain Raba River (southern Poland)‒long-term studies. Archives of Environmental Protection, 48(1), pp. 31-40. DOI:10.24425/aep.2022.140543
- Szwagrzyk, M., Kaim, D., Price, B., Wypych, A., Grabska, E. & Kozak, J. (2018). Impact of forecasted land use changes on flood risk in the Polish Carpathians. Natural Hazards, 94(1), pp. 227-240. DOI:10.1007/s11069-018-3384-y
- Szwed, M., Karg, G., Pińskwar, I., Radziejewski, M., Graczyk, D., Kędziora, A. & Kundzewicz, Z. W. (2010). Climate change and its effect on agriculture, water resources and human health sectors in Poland. Natural Hazards and Earth System Sciences, 10(8), pp. 1725-1737. DOI:10.5194/nhess-10-1725-2010, 2010.
- Van Paddenburg, A., Bassi, A., Buter, E., Cosslett, C. & Dean, A. A. (2012). Heart of Borneo: Investing in Nature for a Green Economy: A Synthesis Report;
- Wang, C., Du, S., Wen, J., Zhang, M., Gu, H., Shi, Y. & Xu, H. (2017). Analyzing Explanatory Factors of Urban Pluvial Floods in Shanghai Using Geographically Weighted Regression. Stoch. Environ. Res. Risk Assess, 31, DOI:10.1007/s00477-016-1242-6 Water 2020, 12, 11.
- Wei, P., Chen, S., Wu, M., Deng, Y., Xu, H., Jia, Y. & Liu, F. (2021). Using the Invest Model to Assess the Impacts of Climate and Land Use Changes on Water Yield in the Upstream Regions of the Shule River Basin. Water (Switzerland), 13. DOI:10.3390/w13091250
- Worldmeter. Indonesia Water https://www.worldometers.info/water/indonesia-water/#water-use (26.05.2022)
- WWAP (World Water Assessment Programme). 2021. World Water Development Report Volume 4: Managing Water under Uncertainty and Risk; 2012; Vol. 1.
- Xu, J., Liu, S., Zhao, S., Wu, X., Hou, X., An, Y. & Shen, Z. (2019). Spatiotemporal dynamics of water yield service and its response to urbanisation in the Beiyun river Basin, Beijing. Sustainability, 11(16), 4361.
- Yang, C., Fu, M., Feng, D., Sun, Y. & Zhai, G. (2021). Spatiotemporal Changes in Vegetation Cover and Its Influencing Factors in the Loess Plateau of China Based on the Geographically Weighted Regression Model. Forests, 12. DOI:10.3390/f12060673
- Yang, X., Chen, R., Meadows, M.E., Ji, G. & Xu, J. (2020). Modelling Water Yield with the InVEST Model in a Data Scarce Region of Northwest China. Water Sci. Technol. Water Supply, 20, pp. 1035–1045, DOI:10.2166/ws.2020.026
- Young, M. & Esau, C. (Eds.). (2015). Investing in water for a green economy: Services, infrastructure, policies and management. Routledge.
- Yudistiro, Kusratmoko, E. & Semedi, J.M. (2019). Water Availability in Patuha Mountain Region Using InVEST Model “Hydropower Water Yield.” In Proceedings of the E3S Web of Conferences; Vol. 125. DOI:10.1051/e3sconf/2019125010
- Zhang, L., Hickel, K., Dawes, W.R., Chiew, F.H.S., Western, A.W. & Briggs, P.R. (2004). A Rational Function Approach for Estimating Mean Annual Evapotranspiration. Water Resour. Res, 40, pp. 1–14, DOI:10.1029/2003WR002710
- Zhang, X., Zhang, G., Long, X., Zhang, Q., Liu, D., Wu, H. & Li, S. (2021). Identifying the Drivers of Water Yield Ecosystem Service: A Case Study in the Yangtze River Basin, China. Ecol. Indic, 132. DOI:10.1016/j.ecolind.2021.108304
- Zemełka, G., Kryłów, M. & Szalińska van Overdijk, E. (2019). The potential impact of land use changes on heavy metal contamination in the drinking water reservoir catchment (Dobczyce Reservoir, south Poland). Archives of Environmental Protection, 45(2), pp.3-11. DOI:10.24425/aep.2019.127975 ;
- Ziexin, H. (2020). Impact of spatial land use change on green space and water yield in Batu Pahat, Johor (Doctoral dissertation, Universiti Malaysia Kelantan).
Date
17.03.2023Type
ArticleIdentifier
DOI: 10.24425/aep.2023.144733DOI
10.24425/aep.2023.144733Abstracting & Indexing
Abstracting & Indexing
Archives of Environmental Protection is covered by the following services:
AGRICOLA (National Agricultural Library)
Arianta
Baidu
BazTech
BIOSIS Citation Index
CABI
CAS
DOAJ
EBSCO
Engineering Village
GeoRef
Google Scholar
Index Copernicus
Journal Citation Reports™
Journal TOCs
KESLI-NDSL
Naviga
ProQuest
SCOPUS
Reaxys
Ulrich's Periodicals Directory
WorldCat
Web of Science