Analyzing ecosystem service values (ESV) is crucial for achieving sustainable development. The main objective of this study was to assess the ecosystem services of the Cisadane watershed in Indonesia, with specific goals: (i) examining the spatiotemporal dynamics of ESV using multi-year land use and land cover (LULC) data from 2000 to 2021, (ii) exploring trade-offs and synergies among various ecosystem services, and (iii) investigating the sensitivity of ESV to changes in LULC. The results unveiled a significant decrease in forested areas (21.2%) and rice fields (10.2%), leading to a decline in ESV of $196.37 billion (33.17%) from 2010 to 2021. Throughout the period from 2000 to 2021, interactions between ESV were mainly synergistic. Projected from the baseline year (2021), the decline in ESV is expected to persist, ranging from $24.78 billion to $124.28 million by 2030 and from $45.78 billion to $124.28 million by 2050. The total estimated ecosystem values exhibited an inelastic response in terms of ecosystem value coefficients. The study also emphasizes an inelastic response in total estimated ESV coefficient concerning ecosystem value coefficients. These findings underscore the urgent need for targeted conservation efforts and sustainable land management practices to mitigate the further decline in ecosystem services and safeguard the long-term well-being of the Cisadane watershed and its inhabitants.

Akber, Md. A., Khan, Md. W. R., Islam, Md. A., et al. (2018). Impact of land use change on ecosystem services of southwest coastal Bangladesh. Journal of Land Use Science, 13(3), 238–250. https://doi.org/10.1080/1747423X.2018.1529832

Aksoy, H., & Kaptan, S. (2022). Simulation of future forest and land use/cover changes (2019–2039) using the cellular automata-Markov model. Geocarto International, 37(4), 1183–1202. https://doi.org/10.1080/10106049.2020.1778102

Ambarwulan, W., Yulianto, F., Widiatmaka, W., et al. (2023). Modelling land use/land cover projection using different scenarios in the Cisadane Watershed, Indonesia: Implication on deforestation and food security. The Egyptian Journal of Remote Sensing and Space Science, 26(2), 273–283. https://doi.org/10.1016/j.ejrs.2023.04.002

Arifasihati, Y. & Kaswanto. (2016). Analysis of Land Use and Cover Changes in Ciliwung and Cisadane Watershed in three Decades. Procedia Environmental Sciences, 33, 465–469. https://doi.org/10.1016/j.proenv.2016.03.098

Chen, S., Liu, X., Yang, L., & Zhu, Z. (2023). Variations in Ecosystem Service Value and Its Driving Factors in the Nanjing Metropolitan Area of China. Forests, 14(1), 113. https://doi.org/10.3390/f14010113

Costanza, R., de Groot, R., Farber, S., et al. (1998). The value of the world# s ecosystem services and natural capital. Ecological Economics, 25(1), 3–15.

Costanza, R., De Groot, R., Sutton, P., et al. (2014). Changes in the global value of ecosystem services. Global Environmental Change, 26, 152–158. https://doi.org/10.1016/j.gloenvcha.2014.04.002

Gashaw, T., Tulu, T., Argaw, M., et al. (2018). Estimating the impacts of land use/land cover changes on Ecosystem Service Values: The case of the Andassa watershed in the Upper Blue Nile basin of Ethiopia. Ecosystem Services, 31, 219–228. https://doi.org/10.1016/j.ecoser.2018.05.001

Gomes, E., Inácio, M., Bogdzevič, K., et al. (2021). Future land-use changes and its impacts on terrestrial ecosystem services: A review. Science of The Total Environment, 781, 146716. https://doi.org/10.1016/j.scitotenv.2021.146716

Hernina, R., Wicaksono, A., & Rokhmatuloh. (2018). Urban growth modeling of Ciliwung and Cisadane watersheds within Bogor municipality by using integrated Ca-Markov and frequency ratio. 020175. https://doi.org/10.1063/1.5064172

Jiang, Z., Sun, X., Liu, F., et al. (2019). Spatio-temporal variation of land use and ecosystem service values and their impact factors in an urbanized agricultural basin since the reform and opening of China. Environmental Monitoring and Assessment, 191(12), 739. https://doi.org/10.1007/s10661-019-7896-z

Kindu, M., Schneider, T., Teketay, D., & Knoke, T. (2016). Changes of ecosystem service values in response to land use/land cover dynamics in Munessa–Shashemene landscape of the Ethiopian highlands. Science of the Total Environment, 547, 137–147. https://doi.org/10.1016/j.scitotenv.2015.12.127

Kreuter, U. P., Harris, H. G., Matlock, M. D., & Lacey, R. E. (2001). Change in ecosystem service values in the San Antonio area, Texas. Ecological Economics, 39(3), 333–346.

Lambin, E. F., & Geist, H. (editors). (2006). Land-use and land-cover change: Local processes and global impacts. Springer.

Li, J., Chen, H., Zhang, C., & Pan, T. (2019). Variations in ecosystem service value in response to land use/land cover changes in Central Asia from 1995–2035. PeerJ, 7, e7665. https://doi.org/10.7717/peerj.7665

Liu, H., Wu, J., & Liao, M. (2019). Ecosystem service trade-offs upstream and downstream of a dam: A case study of the Danjiangkou dam, China. Arabian Journal of Geosciences, 12(2), 17. https://doi.org/10.1007/s12517-018-4145-7

Lou, Y., Yang, D., Zhang, P., et al. (2022). Multi-Scenario Simulation of Land Use Changes with Ecosystem Service Value in the Yellow River Basin. Land, 11(7), 992. https://doi.org/10.3390/land11070992

Mohri, H., Lahoti, S., Saito, O., et al. (2013). Assessment of ecosystem services in home garden systems in Indonesia, Sri Lanka, and Vietnam. Ecosystem Services, 5, 124–136. https://doi.org/10.1016/j.ecoser.2013.07.006

Muleta, T. T., Kidane, M., & Bezie, A. (2021). The effect of land use/land cover change on ecosystem services values of Jibat forest landscape, Ethiopia. GeoJournal, 86(5), 2209–2225. https://doi.org/10.1007/s10708-020-10186-4

Ministry of Environment and Forestry Republic of Indonesia [MOEFRI]. (2018). Available online: http://perpustakaan.menlhk.go.id/pustaka/home/index.php?page=detail_news&newsid=665 (accessed on 26 March 2023).

Nahib, I., Ambarwulan, W., Sutrisno, D., et al. (2023). Spatial-temporal heterogeneity and driving factors of water yield services in Citarum river basin unit, West Java, Indonesia. Archives of Environmental Protection, 3–24.

Nahuelhual, L., Carmona, A., Aguayo, M., & Echeverria, C. (2014). Land use change and ecosystem services provision: A case study of recreation and ecotourism opportunities in southern Chile. Landscape Ecology, 29(2), 329–344. https://doi.org/10.1007/s10980-013-9958-x

Pan, N., Guan, Q., Wang, Q., et al. (2021). Spatial Differentiation and Driving Mechanisms in Ecosystem Service Value of Arid Region: A case study in the middle and lower reaches of Shule River Basin, NW China. Journal of Cleaner Production, 319, 128718. https://doi.org/10.1016/j.jclepro.2021.128718

Pham, H. V., Sperotto, A., Torresan, S., et al. (2019). Coupling scenarios of climate and land-use change with assessments of potential ecosystem services at the river basin scale. Ecosystem Services, 40, 101045. https://doi.org/10.1016/j.ecoser.2019.101045

Polasky, S., Nelson, E., Pennington, D., & Johnson, K. A. (2011). The impact of land-use change on ecosystem services, biodiversity and returns to landowners: A case study in the state of Minnesota. Environmental and Resource Economics, 48(2), 219–242. https://doi.org/10.1007/s10640-010-9407-0

Rahmawaty, R., Rauf, A., Harahap, M. M., & Kurniwan, H. (2022). Land cover change impact analysis: An integration of remote sensing, GIS and DPSIR framework to deal with degraded land in Lepan Watershed, North Sumatra, Indonesia. Biodiversitas Journal of Biological Diversity, 23(6). https://doi.org/10.13057/biodiv/d230627

Roy, A., & Inamdar, A. (2019). Multi-temporal Land Use Land Cover (LULC) change analysis of a dry semi-arid river basin in western India following a robust multi-sensor satellite image calibration strategy. Heliyon, 5, e01478. https://doi.org/10.1016/j.heliyon.2019.e01478

Sharma, S. K., Baral, H., Laumonier, Y., et al. (2019). Ecosystem services under future oil palm expansion scenarios in West Kalimantan, Indonesia. Ecosystem Services, 39, 100978. https://doi.org/10.1016/j.ecoser.2019.100978

Solomon, N., Segnon, A. C., & Birhane, E. (2019). Ecosystem service values changes in response to land-use/land-cover dynamics in dry afromontane forest in northern Ethiopia. International Journal of Environmental Research and Public Health, 16(23), 4653. https://doi.org/10.3390/ijerph16234653

Sumarga, E., & Hein, L. (2014). Mapping ecosystem services for land use planning, the case of Central Kalimantan. Environmental Management, 54, 84–97. https://doi.org/10.1007/s00267-014-0282-2

Suwarno, A., Hein, L., & Sumarga, E. (2016). Who benefits from ecosystem services? A case study for Central Kalimantan, Indonesia. Environmental Management, 57, 331–344. https://doi.org/10.1007/s00267-015-0623-9

Ustaoglu, E., & Williams, B. (2017). Determinants of Urban Expansion and Agricultural Land Conversion in 25 EU Countries. Environmental Management, 60(4), 717–746. https://doi.org/10.1007/s00267-017-0908-2

Wang, L., Yu, E., Li, S., et al. (2021). Analysis of Ecosystem Service Trade-Offs and Synergies in Ulansuhai Basin. Sustainability, 13(17), 9839. https://doi.org/10.3390/su13179839

Yee, S. H., Paulukonis, E., Simmons, C., et al. (2021). Projecting effects of land use change on human well-being through changes in ecosystem services. Ecological Modelling, 440, 109358. https://doi.org/10.1016/j.ecolmodel.2020.109358

Zhao, J., & Li, C. (2022). Investigating ecosystem service trade-offs/synergies and their influencing factors in the Yangtze River Delta Region, China. Land, 11(1), 106. https://doi.org/10.3390/land11010106

Zhao, Q., Wen, Z., Chen, S., et al. (2019). Quantifying Land Use/Land Cover and Landscape Pattern Changes and Impacts on Ecosystem Services. International Journal of Environmental Research and Public Health, 17(1), 126. https://doi.org/10.3390/ijerph17010126