Case Studies
Jun 13, 2024

Response of Ecosystem Services to Land Use–Land Cover Change in Poyang Lake Basin, China, under Multiple Scenarios

Publication: Journal of Water Resources Planning and Management
Volume 150, Issue 8

Abstract

The Poyang Lake Basin has experienced considerable land-use/cover change (LUCC) due to urbanization and climate change, impacting ecosystems and altering the provision of ecosystem services (ESs). Precise prediction of LUCC and accurate quantification of the impact of such changes on ESs are essential for effective ecological conservation and management. We assessed the Poyang Lake Basin ESs for 2000, 2010, and 2020. Additionally, we projected land-use maps for 2030 under unrestricted development (UD), ecological protection (EP), and urbanization expansion (UE) scenarios using a logistic CA-Markov improved model. Based on this, future ecosystem changes under different scenarios were revealed, and the response of ESs to different LUCCs were quantified. The findings indicated that the most significant change in the watershed over the past two decades was a 92.50% expansion of built-up land. Although ESs exhibited stability in space and time, local heterogeneity emerged under different scenarios. EP positively influenced carbon storage, habitat quality, and soil retention, while UD and UE negatively affected watershed ES index values. Farmland and woodland significantly influenced ES, contributing more than 86.06%. Conversions from farmland, woodland, and grassland to other land types negatively affected ES, while transformations from built-up and unutilized land to woodland and grassland had positive effects. The critical contributing indices in the watershed were primarily concentrated between farmland and woodland. These study results serve as a valuable reference for sustainable development and spatial planning of regional ecosystems.

Get full access to this article

View all available purchase options and get full access to this article.

Data Availability Statement

All data and models that support the findings of this study are available from the corresponding author upon reasonable request.

Acknowledgments

The authors are very grateful to the editor, section editor, associate editor, and three anonymous reviewers for their suggestions, which led to significant improvements in the article. This study was supported in part by the National Social Science Foundation of China (Approval No. 18BGL187) and the Science and Technology Program of Jiangxi Province, China (Approval No. 20213BAA10W43).

References

Abbaspour, K. C., E. Rouholahnejad, S. Vaghefi, R. Srinivasan, H. Yang, and B. Kløve. 2015. “A continental-scale hydrology and water quality model for Europe: Calibration and uncertainty of a high-resolution large-scale SWAT model.” J. Hydrol. 524 (Mar): 733–752. https://doi.org/10.1016/j.jhydrol.2015.03.027.
Alkama, R., and A. Cescatti. 2016. “Biophysical climate impacts of recent changes in global forest cover.” Science 351 (6273): 600–604. https://doi.org/10.1126/science.aac8083.
Appiagyei, B. D., L. Belhoucine-Guezouli, E. Bessah, and B. Morsli. 2023. “Simulating land use and land cover change in a semi-arid region from 1989 to 2039: The case of Hafir-Zariffet forest, Tlemcen, Algeria.” GeoJournal 88 (4): 4159–4173. https://doi.org/10.1007/s10708-023-10853-2.
Arnold, J. G., et al. 2012. “SWAT: Model use, calibration, and validation.” Trans. ASABE 55 (4): 1491–1508. https://doi.org/10.13031/2013.42256.
Cao, Y., L. Xu, H. Fan, Z. Mao, J. Cheng, D. Wang, and Y. Wu. 2022. “Impact of climate change and human activities on the changes of ecological flow indicators in the Lake Poyang Basin since 1960s.” J. Lake Sci. 34 (1): 232–246. https://doi.org/10.18307/2022.0119.
Chen, K., H. Long, L. Liao, S. Tu, and T. Li. 2020. “Land use transitions and urban-rural integrated development: Theoretical framework and China’s evidence.” Land Use Policy 92 (Mar): 104465. https://doi.org/10.1016/j.landusepol.2020.104465.
Chen, Z., T. Zhou, X. Chen, W. Zhang, L. Zhang, M. Wu, and L. Zou. 2022. “Observationally constrained projection of Afro-Asian monsoon precipitation.” Nat. Commun. 13 (1): 2552. https://doi.org/10.1038/s41467-022-30106-z.
Costanza, R., et al. 1997. “The value of the world’s ESs and natural capital.” Nature 387 (Mar): 253–260. https://doi.org/10.1038/387253a0.
Costanza, R., et al. 1998. “The value of ESs: Putting the issues in perspective.” Ecol. Econ. 25 (1): 67–72. https://doi.org/10.1016/S0921-8009(98)00019-6.
Daily, G. C. 1997. Nature’s services: Societal dependence on natural ecosystems. Washington, DC: Island Press.
Deng, H., J. A. Shao, J. Wang, M. Gao, and C. Wei. 2016. “Land use driving forces and its future scenario simulation in the Three Gorges Reservoir Area using CLUE-S model.” Acta Geogr. Sin. 71 (11): 1979–1997. https://doi.org/10.11821/dlxb201611009.
Department of Natural Resources of Jiangxi province. 2021. “Jiangxi provincial land and space planning 2021–2035.” Accessed April 14, 2023. http://www.yudu.gov.cn/ydxxxgk/c100264n/202107/ec2c601c7d8a48ab9b45d6adb5f93324.shtml.
Du, C., T. Liu, D. Huang, S. Zhu, Z. Tian, and Y. Liu. 2023. “The allocation and optimization of the area of cultivated land reserved in China’s spatial planning: Taking the 2006-2020 provincial overall plans for land utilization as example.” J. Nat. Resour. 38 (5): 1240–1261. https://doi.org/10.31497/zrzyxb.20230509.
Estela Brown, C., M. G. Bhat, and J. Rehage. 2020. “Valuing ecosystem services under climate risk: A case of recreational fisheries in the Florida everglades.” J. Water Resour. Plann. Manage. 146 (12): 04020089. https://doi.org/10.1061/(ASCE)WR.1943-5452.0001290.
Fu, B., and L. Zhang. 2014. “Land-use change and ESs: Concepts, methods and progress.” Prog. Geogr. 33 (4): 441–446. https://doi.org/10.11820/dlkxjz.2014.04.001.
Fu, C., Y. Liu, Y. Chen, F. Li, J. Huang, and H. Huang. 2022. “Simulation of Lucc and habitat quality in the Yellow River Basin under multiple scenarios.” Water 14 (22): 3767. https://doi.org/10.3390/w14223767.
Fuyou, W., L. Zihua, L. Fuqiang, Q. Shuhua, and X. Jinjun. 2023. “Study on the change of farmland contracting scale of large grain growing households in typical main rice production areas in the middle and lower reaches of the Yangtze river in the past 10 years: A case study of Northern Jiangxi Province.” China Land Sci. 37 (2): 82–91. https://doi.org/10.11994/zgtdkx.20230210.101749.
Gidey, E., O. Dikinya, R. Sebego, E. Segosebe, and A. Zenebe. 2017. “Cellular automata and Markov Chain (CA_Markov) model-based predictions of future land use and land cover scenarios (2015–2033) in Raya, northern Ethiopia.” Model. Earth Syst. Environ. 3 (4): 1245–1262. https://doi.org/10.1007/s40808-017-0397-6.
Guan, D., Z. Zhao, and J. Tan. 2019. “Dynamic simulation of LUCC based on logistic-CA-Markov and WLC-CA-Markov models: A case study in three gorges reservoir area of Chongqing, China.” Environ. Sci. Pollut. Res. Int. 26 (20): 20669–20688. https://doi.org/10.1007/s11356-019-05127-9.
Hou, M., Y. Deng, and S. Yao. 2022. “Urbanization, intensive cropland use, and grain production: A moderated mediating effect test under climate conditions.” China Popul. Res. Environ. 32 (10): 160–171. https://doi.org/10.12062/cpre.20220101.
Hu, Z. 2023. “Serious drought in Poyang Lake in 2022 and countermeasures for drought prevention and disaster reduction.” China Flood Drought Manage. 33 (2): 1–6. https://doi.org/10.16867/j.issn.1673-9264.2022491.
Jiangxi Provincial Department of Water Resources. 2010. 2010 Jiangxi provincial water resources bulletin. Jiangxi, China: Jiangxi Provincial Department of Water Resources.
Ji, Y., L. Jia, L. Yang, Y. Li, and Q. Dong. 2023. “Spatio-temporal evolution and prediction analysis of habitat quality in Yulin City coupled with InVEST-PLUS Model.” J. Soil Water Conserv. 37 (1): 123–132. https://doi.org/10.13870/j.cnki.stbcxb.2023.01.018.
Jin, B., M. Nie, Q. Li, J. Chen, and W. Zhou. 2012. “Basic characteristics, challenges and key scientific questions of the Poyang Lake basin.” Resour. Environ. Yangtze Basin 21 (3): 268–275.
Keller, A. A., E. Fournier, and J. Fox. 2015. “Minimizing impacts of LUCC on ESs using multi-criteria heuristic analysis.” J. Environ. Manage. 156 (Mar): 23–30. https://doi.org/10.1016/j.jenvman.2015.03.017.
Kuang, W., et al. 2022. “Remotely sensed mapping and analysis of spatio-temporal patterns of LUCC across China in 2015–2020.” Acta Geogr. Sin. 77 (5): 1056–1071. https://doi.org/10.11821/dlxb202205002.
Kubiszewski, I., R. Costanza, L. Dorji, P. Thoennes, and K. Tshering. 2013. “An initial estimate of the value of ESs in Bhutan.” Ecosyst. Serv. 3 (Mar): e11–e21. https://doi.org/10.1016/j.ecoser.2012.11.004.
Li, A., Y. Yang, R. Shi, S. Hu, and C. Mi. 2022a. “Research progress on human well-being and its relationship with ESs.” J. Agric. Res. Environ. 39 (5): 948–957. https://doi.org/10.13254/j.jare.2021.0372.
Li, J., S. Dong, Y. Li, Y. Wang, Z. Li, and F. Li. 2022b. “Effects of LUCC on ESs in the China–Mongolia–Russia economic corridor.” J. Cleaner Prod. 360: 132175–132189. https://doi.org/10.1016/j.jclepro.2022.132175.
Li, S., Z. Hong, X. Xue, F. Zhang, and W. Shi. 2022c. “Multi-scenario simulation of LUCC in Binzhou City based on Logistic-CA-Markov coupling model.” Res. Soil Water Conserv. 29 (4): 292–299. https://doi.org/10.13869/j.cnki.rswc.2022.04.030.
Li, S., C. Zhu, and X. Deng. 2023. “Exploring the urban–rural gradient effects of construction land expansion processes on land use function trade-off/synergy in rapidly urbanizing areas.” Land Degrad. Dev. 35 (1): 46–61. https://doi.org/10.1002/ldr.4896.
Liao, Q., T. Li, Q. Wang, and D. Liu. 2023. “Exploring the ESs bundles and influencing drivers at different scales in southern Jiangxi, China.” Ecol. Indic. 148 (Apr): 110089. https://doi.org/10.1016/j.ecolind.2023.110089.
Liu, A., and Z. Ye. 2020. China statistical yearbook. Beijing: China Statistics Press. https://doi.org/10.40049/y.cnki.yinfn.2020.000001.
Liu, G., L. Zhang, and Q. Zhang. 2014. “Spatial and temporal dynamics of land use and its influence on ES value in Yangtze River Delta.” Acta Ecol. Sin. 34 (12): 3311–3319. https://doi.org/10.5846/stxb201306121679.
Liu, J. H., X. Zheng, J. M. Fan, and L. L. Zhao. 2021a. “Evaluation of the value of water retention service in the middle and upper reaches of Hunhe River based on SWAT Model.” Chin. J. Appl. Ecol. 32 (11): 3905–3912. https://doi.org/10.13287/j.1001-9332.202111.007.
Liu, L., H. Zhang, Y. Zhang, F. Li, X. Chen, Y. Wang, and Y. Wang. 2023a. “Spatiotemporal heterogeneity correction in land ESs and its value assessment: A case study of the Loess Plateau of China.” Environ. Sci. Pollut. Res. Int. 30 (16): 47561–47579. https://doi.org/10.1007/s11356-023-25338-5.
Liu, M., J. Zhong, B. Wang, and W. Mi. 2023b. “Spatiotemporal change and driving factor analysis of the Qinghai Lake Basin based on InVEST model.” Sci. Geogr. Sin. 43 (3): 411–422. https://doi.org/10.13249/j.cnki.sgs.2023.03.004.
Liu, Q., Z. Yang, Y. Chen, J. Lei, Z. Chen, and X. Chen. 2021b. “Multi-scenario simulation of lucc and its eco-environmental effect in Hainan Island based on CA-Markov Model.” Ecol. Environ. Sci. 30 (7): 1522–1531. https://doi.org/10.16258/j.cnki.1674-5906.2021.07.021.
Liu, W., H. He, S. Zhu, X. Li, B. Wu, J. Zhang, Q. Yang, and L. Liu. 2023c. “Spatial and temporal variability characteristics and driving mechanisms of land use in Jiangxi Province from 1980 to 2015.” Res. Soil Water Conserv. 30 (2): 361–368. https://doi.org/10.13869/j.cnki.rswc.2023.02.003.
Lopes, T. R., M. V. Folegatti, S. N. Duarte, C. Moster, C. A. Zolin, R. K. Oliveira, and L. B. Moura. 2023. “Economic value of environmental services regulating flow and maintaining water quality in the Piracicaba River Basin, Brazil.” J. Water Resour. Plann. Manage. 149 (9): 05023008. https://doi.org/10.1061/JWRMD5.WRENG-5771.
McDonough, K. R., S. L. Hutchinson, J. Liang, T. Hefley, and J. M. S. Hutchinson. 2020. “Spatial configurations of land cover influence flood regulation ecosystem services.” J. Water Resour. Plann. Manage. 146 (11): 04020082. https://doi.org/10.1061/(ASCE)WR.1943-5452.0001294.
Meyfroidt, P., et al. 2022. “Ten facts about land systems for sustainability.” Proc. Natl. Acad. Sci. U.S.A. 119 (7): e2109217118. https://doi.org/10.1073/pnas.2109217118.
Millennium Ecosystem Assessment. 2005. Ecosystems and human well-being: Opportunities and challenges for business and industry. Washington, DC: World Resources Institute.
Ministry of Water Resources of the People’s Republic of China. 2010. 2010 China river sediment bulletin. Beijing: China Water & Power Press.
Mumtaz, F., et al. 2020. “Modeling spatio-temporal land transformation and its associated impacts on land surface temperature (LST).” Remote Sens. 12 (18): 2987. https://doi.org/10.3390/rs12182987.
Pan, J., Y. Ma, S. Cai, Y. Chen, and Y. Chen. 2023. “Application of SolVES model to social values evaluation for ecosystem services.” World Forestry Res. 36 (1): 20–25. https://doi.org/10.13348/j.cnki.sjlyyj.2022.0096.y.
People’s Government of Jiangxi Province. 2021. “The 14th five year plan for national economic and social development in jiangxi province and the outline of long range objectives for 2035.” Accessed December 25, 2023. https://www.jiangxi.gov.cn/art/2021/3/1/art_4968_3210662.html.
Pontius, R. G., and L. C. Schneider. 2001. “Land-cover change model validation by an ROC method for the Ipswich watershed, Massachusetts, USA.” Agric. Ecosyst. Environ. 85 (1): 239–248. https://doi.org/10.1016/S0167-8809(01)00187-6.
Qiao, Z., Y. Jiang, T. He, Y. Lu, X. Xu, and J. Yang. 2022. “Lucc simulation: Progress, challenges, and prospects.” Acta Ecol. Sin. 42 (13): 5165–5176. https://doi.org/10.5846/stxb202106201639.
Reilly, J., P. H. Stone, C. E. Forest, M. D. Webster, H. D. Jacoby, and R. G. Prinn. 2001. “Uncertainty and climate change assessments.” Science 293 (5529): 430–433. https://doi.org/10.1126/science.1062001.
Semie, T. K., T. Silalertruksa, and S. H. Gheewala. 2019. “The impact of sugarcane production on biodiversity related to LUCC in Ethiopia.” Global Ecol. Conserv. 18: e00650–e00660. https://doi.org/10.1016/j.gecco.2019.e00650.
Shackleton, C. M., S. Ruwanza, G. K. Sinasson Sanni, S. Bennett, P. De Lacy, R. Modipa, N. Mtati, M. Sachikonye, and G. Thondhlana. 2016. “Unpacking Pandora’s box: Understanding and categorising ecosystem disservices for environmental management and human wellbeing.” Ecosystems 19 (4): 587–600. https://doi.org/10.1007/s10021-015-9952-z.
Sharp, R., et al. 2022. “InVEST 3.13.0 user’s guide.” Accessed April 29, 2022. https://storage.googleapis.com/releases.naturalcapitalproject.org/invest-userguide/latest/zh/index.html#.
Siddiqui, A., A. Siddiqui, S. Maithani, A. K. Jha, P. Kumar, and S. K. Srivastav. 2018. “Urban growth dynamics of an Indian metropolitan using CA Markov and Logistic Regression.” Egypt. J. Remote Sens. Space. Sci. 21 (3): 229–236. https://doi.org/10.1016/j.ejrs.2017.11.006.
Simonovic, S. P., and P. A. Breach. 2023. “System context: Global change and the food-energy-water nexus.” J. Water Resour. Plann. Manage. 149 (11): 04023064. https://doi.org/10.1061/JWRMD5.WRENG-6076.
Song, W., and X. Deng. 2017. “Land-use/land-cover change and ES provision in China.” Sci. Total Environ. 576 (Mar): 705–719. https://doi.org/10.1016/j.scitotenv.2016.07.078.
Song, X., Y. Liu, X. Zhu, G. Cao, Y. Chen, Z. Zhang, and D. Wu. 2022. “The impacts of urban land expansion on ESs in Wuhan, China.” Environ. Sci. Pollut. Res. Int. 29 (7): 10635–10648. https://doi.org/10.1007/s11356-021-16419-4.
Song, X. P., M. C. Hansen, S. V. Stehman, P. V. Potapov, A. Tyukavina, E. F. Vermote, and J. R. Townshend. 2018. “Global land change from 1982 to 2016.” Nature 560 (7720): 639–643. https://doi.org/10.1038/s41586-018-0411-9.
Talukdar, S., P. Singha, S. Mahato, B. Praveen, and A. Rahman. 2020. “Dynamics of ESs (ESs) in response to land use land cover (LU/LC) changes in the lower Gangetic plain of India.” Ecol. Indic. 112 (May): 106121. https://doi.org/10.1016/j.ecolind.2020.106121.
Tang, F., M. Fu, L. Wang, and P. Zhang. 2020. “Land-use change in Changli County, China: Predicting its spatio-temporal evolution in habitat quality.” Ecol. Indic. 117 (Oct): 106719. https://doi.org/10.1016/j.ecolind.2020.106719.
United Nations Environment Programme. 2019. Global environment outlook 6: Healthy planet, healthy people. Nairobi, Kenya: United Nations Environment Programme.
Wan, Z., W. Ding, X. Pu, Y. Wu, and Y. Wang. 2023. “Analysis of the spatial-temporal variation and driving factors of water yield in Qilian Mountain National Park.” J. Soil Water Conserv. 37 (6): 161–169. https://doi.org/10.13870/j.cnki.stbcxb.2023.06.021.
Wang, G., and F. Zhang. 2023. “Spatial and temporal evolution and impact factors analysis of ecosystem service value in the Liaohe River Delta over the Past 30 Years.” Environ. Sci. 45 (1): 228–238. https://doi.org/10.13227/j.hjkx.202301081.
Wang, Q., and H. Wang. 2022. “An integrated approach of logistic-MCE-CA-Markov to predict the land use structure and their micro-spatial characteristics analysis in Wuhan metropolitan area, Central China.” Environ. Sci. Pollut. Res. Int. 29 (20): 30030–30053. https://doi.org/10.1007/s11356-021-17750-6.
Wang, Q., H. Wang, R. Chang, H. Zeng, and X. Bai. 2022a. “Dynamic simulation patterns and spatiotemporal analysis of land-use/land-cover changes in the Wuhan metropolitan area, China.” Ecol. Modell. 464 (Feb): 109850. https://doi.org/10.1016/j.ecolmodel.2021.109850.
Wang, X., J. Ning, and W. Shi. 2022b. “Identification of ecological problems and restoration zoning in the hilly red soil region of southern China.” Trans. Chin. Soc. Agric. Eng. 38 (24): 197–206. https://doi.org/10.11975/j.issn.1002-6819.2022.24.022.
Wang, Z., J. Guo, H. Ling, F. Han, Z. Kong, and W. Wang. 2022c. “Function zoning based on spatial and temporal changes in quantity and quality of ESs under enhanced management of water resources in arid basins.” Ecol. Indic. 137 (Apr): 108725. https://doi.org/10.1016/j.ecolind.2022.108725.
Wu, J., X. Li, Y. Luo, and D. Zhang. 2021. “Spatiotemporal effects of urban sprawl on habitat quality in the Pearl River Delta from 1990 to 2018.” Sci. Rep. 11 (1): 13981. https://doi.org/10.1038/s41598-021-92916-3.
Xi, M., Z. Zhao, P. Wu, and Y. Zhao. 2021. “Changes and predictions of land use in mountain section of the Hutuo River Basin based on improved CA-Markov model.” J. Northwest For. Univ. 36 (4): 150–158. https://doi.org/10.3969/j.issn.1001-7461.2021.04.22.
Xia, H., S. Yuan, and A. V. Prishchepov. 2023. “Spatial-temporal heterogeneity of ES interactions and their social-ecological drivers: Implications for spatial planning and management.” Resour. Conserv. Recycl. 189 (Feb): 106767. https://doi.org/10.1016/j.resconrec.2022.106767.
Xiao, Y., M. Huang, G. Xie, and L. Zhen. 2022. “Evaluating the impacts of LUCC on ES values under multiple scenarios in the Hunshandake region of China.” Sci. Total Environ. 850 (Mar): 158067. https://doi.org/10.1016/j.scitotenv.2022.158067.
Xie, G., Y. Xiao, and C.-X. Lu. 2006. “Study on ESs: Progress, limitation and basic paradigm.” J. Plant Ecol. 30 (2): 191–199. https://doi.org/10.17521/cjpe.2006.0028.
Xie, G., L. Zhen, C. Lu, Y. Xiao, and C. Chen. 2008. “Expert knowledge based valuation method of ecosystem services in China.” J. Nat. Resour. 23 (5): 911–919. https://doi.org/10.11849/zrzyxb.2008.05.019.
Xie, L., H. Wang, and S. Liu. 2022. “The ES values simulation and driving force analysis based on land use/land cover: A case study in inland rivers in arid areas of the Aksu River Basin, China.” Ecol. Indic. 138 (May):108828. https://doi.org/10.1016/j.ecolind.2022.108828.
Xu, W., and L. Rao. 2022. “Impacts of land use and climate change on ecosystem services in agro-pastoral ecotone.” Environ. Sci. 44 (9): 5114–5124. https://doi.org/10.13227/j.hjkx.202210002.
Xu, Y., Y. Zhong, X. Feng, L. Xu, L. Zheng, and W. Wu. 2017. “Response of Lucc to the human activities in Jiangxi Province.” Res. Soil Water Conserv. 24 (1): 181–186. https://doi.org/10.13869/j.cnki.rswc.2017.01.023.
Yin, D., H. Yu, Y. Lu, and X. Li. 2023. “Spatial pattern evolution of territorial space and its effects on ecological response in the Yellow River Basin during 2000-2020.” Trans. Chin. Soc. Agric. Eng. 39 (4): 217–228. https://doi.org/10.11975/j.issn.1002-6819.202208213.
Yuan, X., C. Wang, B. Li, W. Wang, and N. Chen. 2023. “A review of the driving forces and impacts of land use/cover change in the Yangtze River Basin.” Geomatics Inf. Sci. Wuhan Univ. 48 (8): 1241–1255. https://doi.org/10.13203/j.whugis20210368.
Zeng, B., Y. Li, and Z. Tan. 2022. “Influential factors and environmental effects of hydrological connectivity in the Poyang lake catchment.” Res. Environ. Yangtze Basin 31 (12): 2718–2728. https://doi.org/10.11870/cjlyzyyhj202212015.
Zhang, C., J. Xu, J. Wen, X. Yang, J. Wang, and B. Zhao. 2021. “Dynamic simulation of landscape change in the Baiyangdian basin based on the CA-Markov model and MCE constraints.” J. Agric. Res. Environ. 38 (4): 655–664. https://doi.org/10.13254/j.jare.2020.0415.
Zhang, H., Z. Li, and Y. Li. 2019. “Study on sustainable land use model in mountain towns based on ecological security: Taking Dali city of Yunnan province as an example.” Geogr. Res. 38 (11): 2681–2694. https://doi.org/10.11821/dlyj020181341.
Zhang, J., W. Zhu, L. Zhu, and Y. Li. 2020a. “Multi-scale analysis of trade-off/synergy effects of forest ESs in the Funiu mountain region.” Acta Geogr. Sin. 75 (5): 975–988. https://doi.org/10.11821/dlxb202005007.
Zhang, X., W. Song, Y. Lang, X. Feng, Q. Yuan, and J. Wang. 2020b. “Luccs in the coastal zone of China’s Hebei Province and the corresponding impacts on habitat quality.” Land Use Policy 99: 104957–104971. https://doi.org/10.1016/j.landusepol.2020.104957.
Zhang, X., J. Zhou, and M. Li. 2020c. “Analysis on spatial and temporal changes of regional habitat quality based on the spatial pattern reconstruction of land use.” Acta Geogr. Sin. 75 (1): 160–178. https://doi.org/10.11821/dlxb202001012.
Zhang, Y., Y. Wang, S. Sun, and X. Chen. 2023. “Quantifying interregional flows of ecosystem services to enhance water security in the Yellow River Basin, China.” J. Water Resour. Plann. Manage. 149 (6): 04023018. https://doi.org/10.1061/JWRMD5.WRENG-5891.
Zhao, L., W. Yu, P. Meng, J. Zhang, and J. Zhang. 2022. “InVEST model analysis of the impacts of LUCC on landscape pattern and habitat quality in the Xiaolangdi Reservoir area of the Yellow River basin, China.” Land Degrad. Dev. 33 (15): 2870–2884. https://doi.org/10.1002/ldr.4361.
Zhou, P., T. Zhou, and S. Peng. 2019. “Measurement modalities and methodologies of ESs valuation.” Acta Ecol. Sin. 39 (15): 5379–5388. https://doi.org/10./stxb20180330065.
Zhu, C., S. Zhong, Y. Long, and D. Yan. 2023. “Spatiotemporal variation of ESs and their drivers in the Yellow River Basin, China.” Chin. J. Ecol. 42 (10): 2502–2513. https://doi.org/10.13292/j.1000-4890.202310.005.
Zhu, G., D. Qiu, Z. Zhang, L. Sang, Y. Liu, L. Wang, K. Zhao, H. Ma, Y. Xu, and Q. Wan. 2021. “Land-use changes lead to a decrease in carbon storage in arid region, China.” Ecol. Indic. 127 (Aug): 107770. https://doi.org/10.1016/j.ecolind.2021.107770.

Information & Authors

Information

Published In

Go to Journal of Water Resources Planning and Management
Journal of Water Resources Planning and Management
Volume 150Issue 8August 2024

History

Received: Sep 1, 2023
Accepted: Apr 3, 2024
Published online: Jun 13, 2024
Published in print: Aug 1, 2024
Discussion open until: Nov 13, 2024

Permissions

Request permissions for this article.

Authors

Affiliations

Yezhong Liu [email protected]
Ph.D. Candidate, School of Infrastructure Engineering, Nanchang Univ., Nanchang 330031, China. Email: [email protected]
Professor, School of Infrastructure Engineering, Nanchang Univ., Nanchang 330031, China (corresponding author). Email: [email protected]
Huimin Huang
Master’s Candidate, School of Infrastructure Engineering, Nanchang Univ., Nanchang 330031, China.
Shuchen Zheng
Master’s Candidate, School of Infrastructure Engineering, Nanchang Univ., Nanchang 330031, China.
Xiaoqiang Tu, Ph.D.
Lecturer, School of Business Administration, Nanchang Institute of Technology, Nanchang 330099, China.

Metrics & Citations

Metrics

Citations

Download citation

If you have the appropriate software installed, you can download article citation data to the citation manager of your choice. Simply select your manager software from the list below and click Download.

View Options

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Article
$35.00
Add to cart

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Article
$35.00
Add to cart

Media

Figures

Other

Tables

Share

Share

Copy the content Link

Share with email

Email a colleague

Share