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Spatial Analysis of Water Conservation and Its Driving Factors in an Urban Citarum Tropical Watershed: Geospatial Approach

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  • Irmadi Nahib

    (Study Program of Natural Resources and Environmental Management Science (NREMS), Graduate School, IPB University, Bogor 16143, Indonesia
    Research Center for Limnology and Water Resources, National Research and Innovation Agency of Indonesia (BRIN), Bogor 16911, Indonesia)

  • Yudi Wahyudin

    (Faculty of Agriculture, Universitas Djuanda, Jl. Tol Ciawi No. 1, Ciawi, Bogor 16720, Indonesia)

  • Wiwin Ambarwulan

    (Research Center for Limnology and Water Resources, National Research and Innovation Agency of Indonesia (BRIN), Bogor 16911, Indonesia)

  • Bono Pranoto

    (Study Program of Natural Resources and Environmental Management Science (NREMS), Graduate School, IPB University, Bogor 16143, Indonesia
    Research Center for Limnology and Water Resources, National Research and Innovation Agency of Indonesia (BRIN), Bogor 16911, Indonesia)

  • Fadhlullah Ramadhani

    (Research Center for Geoinformatics, National Research and Innovation Agency of Indonesia (BRIN), Kawasan Sains dan Teknologi Samaun Samadikun, Kota Bandung 40135, Indonesia)

  • Destika Cahyana

    (Research Center for Food Crops, National Research and Innovation Agency, Cibinong, Bogor 16911, Indonesia)

  • Nunung Puji Nugroho

    (Research Center for Ecology and Ethnobiology, National Research and Innovation Agency of Indonesia (BRIN), Cibinong, Bogor 16911, Indonesia)

  • Nawa Suwedi

    (Research Center for Limnology and Water Resources, National Research and Innovation Agency of Indonesia (BRIN), Bogor 16911, Indonesia)

  • Jaka Suryanta

    (Research Center for Limnology and Water Resources, National Research and Innovation Agency of Indonesia (BRIN), Bogor 16911, Indonesia)

  • Vicca Karolinoerita

    (Research Center for Geoinformatics, National Research and Innovation Agency of Indonesia (BRIN), Kawasan Sains dan Teknologi Samaun Samadikun, Kota Bandung 40135, Indonesia)

  • Mulyanto Darmawan

    (Research Center for Geoinformatics, National Research and Innovation Agency of Indonesia (BRIN), Kawasan Sains dan Teknologi Samaun Samadikun, Kota Bandung 40135, Indonesia)

  • Aninda Wisaksanti Rudiastuti

    (Research Center for Conservation of Marine and Inland Water Resources, National Research and Innovation Agency of Indonesia (BRIN), Cibinong, Bogor 16911, Indonesia)

  • Darmawan Listya Cahya

    (Research Center for Limnology and Water Resources, National Research and Innovation Agency of Indonesia (BRIN), Bogor 16911, Indonesia)

  • Bambang Winarno

    (Research Center for Limnology and Water Resources, National Research and Innovation Agency of Indonesia (BRIN), Bogor 16911, Indonesia)

  • Teguh Arif Pianto

    (Research Center for Limnology and Water Resources, National Research and Innovation Agency of Indonesia (BRIN), Bogor 16911, Indonesia)

  • Harun Idham Akbar

    (Research Center for Limnology and Water Resources, National Research and Innovation Agency of Indonesia (BRIN), Bogor 16911, Indonesia
    Study Program of Tropical Ocean Economics, Faculty of Economics and Management, IPB University, Bogor 16680, Indonesia)

Abstract

Water conservation (WC) is a vital ecosystem service (ES) that plays an essential role in the sustainable management of water resources and ensures ecological security. This research examines the WC capacity of the Citarum watershed in West Java Province, Indonesia, from 2010 to 2020. The specific objectives of this research are as follows: (1) to assess the 10-year temporal and spatial variations of WC using the Integrated Valuation of Ecosystem Services and Tradeoffs (InVEST) and topographic index model; (2) to analyze the temporal interchange between WC and its influencing factors through the Spatial Elastic Coefficient Trajectory Model (SECTM); and (3) to determine the driving factors (DFs) affecting WC by applying Multiscale Geographically Weighted Regression (MGWR). Key findings of this study reveal significant trends in WC from 2010 to 2020: the average WC in the Citarum watershed decreased from 513.96 mm/ha to 453.64 mm/ha (11.74%), indicating a concerning decline in ES capacity. This study also noted that regions implementing comprehensive regulations dominated the study area, covering approximately 72.70% of the total area (502,295 hectares). This illustrates that the implementation of rules plays a crucial role in the WC. Lastly, the MGWR analysis found that WC in the Citarum watershed positively correlated with topography, climate, and vegetation while negatively correlating with socioeconomic factors. This indicates that WC levels are generally lower in areas with higher human activity and economic growth, highlighting the impact of anthropogenic pressures on natural resources. This framework helps stakeholders plan to ensure sustainable development in the area, as it provides valuable insights into the interactions between the ecological and socioeconomic factors affecting WC.

Suggested Citation

  • Irmadi Nahib & Yudi Wahyudin & Wiwin Ambarwulan & Bono Pranoto & Fadhlullah Ramadhani & Destika Cahyana & Nunung Puji Nugroho & Nawa Suwedi & Jaka Suryanta & Vicca Karolinoerita & Mulyanto Darmawan & , 2025. "Spatial Analysis of Water Conservation and Its Driving Factors in an Urban Citarum Tropical Watershed: Geospatial Approach," Resources, MDPI, vol. 14(5), pages 1-23, May.
    • Handle: RePEc:gam:jresou:v:14:y:2025:i:5:p:77-:d:1648704
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    References listed on IDEAS

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    1. Joonghyeok Heo & Jeongho Lee & Yunjung Hyun & Joonkyu Park, 2024. "Integrating Machine Learning, Land Cover, and Hydrological Modeling to Contribute Parameters for Climate Impacts on Water Resource Management," Sustainability, MDPI, vol. 16(20), pages 1-14, October.
    2. Qu, Junlin & Qin, Changhai & Chang, Jiaxuan & Zhao, Yong & Wang, Hao & He, Fan, 2025. "Impact of water transfer on socioeconomic drought in China: A new approach based on production and consumption," Agricultural Water Management, Elsevier, vol. 308(C).
    3. Wichman, Casey J. & Taylor, Laura O. & von Haefen, Roger H., 2016. "Conservation policies: Who responds to price and who responds to prescription?," Journal of Environmental Economics and Management, Elsevier, vol. 79(C), pages 114-134.
    4. Irmadi Nahib & Fahmi Amhar & Yudi Wahyudin & Wiwin Ambarwulan & Yatin Suwarno & Nawa Suwedi & Turmudi Turmudi & Destika Cahyana & Nunung Puji Nugroho & Fadhlullah Ramadhani & Deddy Romulo Siagian & Ja, 2022. "Spatial-Temporal Changes in Water Supply and Demand in the Citarum Watershed, West Java, Indonesia Using a Geospatial Approach," Sustainability, MDPI, vol. 15(1), pages 1-28, December.
    5. Costanza, Robert & de Groot, Rudolf & Braat, Leon & Kubiszewski, Ida & Fioramonti, Lorenzo & Sutton, Paul & Farber, Steve & Grasso, Monica, 2017. "Twenty years of ecosystem services: How far have we come and how far do we still need to go?," Ecosystem Services, Elsevier, vol. 28(PA), pages 1-16.
    6. Jing Yu & Yongwei Yuan & Yan Nie & Enjun Ma & Hongji Li & Xiaoli Geng, 2015. "The Temporal and Spatial Evolution of Water Yield in Dali County," Sustainability, MDPI, vol. 7(5), pages 1-17, May.
    7. Xinyue Xie & Min Peng & Linglei Zhang & Min Chen & Jia Li & Youcai Tuo, 2024. "Assessing the Impacts of Climate and Land Use Change on Water Conservation in the Three-River Headstreams Region of China Based on the Integration of the InVEST Model and Machine Learning," Land, MDPI, vol. 13(3), pages 1-33, March.
    8. Masserini Lucio & Romano Giulia & Corsini Lorenzo, 2018. "Investigating Attitudes towards Water Savings, Price Increases, and Willingness to Pay among Italian University Students," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 32(12), pages 4123-4138, September.
    9. A. Stewart Fotheringham & Wenbai Yang & Wei Kang, 2017. "Multiscale Geographically Weighted Regression (MGWR)," Annals of the American Association of Geographers, Taylor & Francis Journals, vol. 107(6), pages 1247-1265, November.
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