Abstract
The Ili-Balkhash Basin in Central Asia is an arid endorheic basin shared by China and Kazakhstan. Population growth, socio-economic development, ecological conservation measures, and climate change have spurred land use and land cover changes and ecosystem services variations. This study used the long-term dataset from 1992 to 2018 to detect the landscape pattern evolution and its association with ecosystem services. The landscape pattern was quantified using landscape metrics, and the GeoDetector model quantified the driving factors of landscape pattern evolution. The ecosystem service value was assessed using the benefit transfer method. The time series trend was identified by the linear regression analysis combined with the Mann–Kendall algorithm, and Pearson’s correlation coefficient was used to confirm the correlation. The temporal dynamics of the landscape pattern indicated the significant conversion of bare land to grassland. Cropland and urban land expanded significantly at the expense of forestland, grassland, and bare land. Various landscape elements tended to be more uniformly distributed across the basin with more regular shape and higher aggregation. The ecosystem service value increased significantly, and its correlation with the landscape pattern varied according to land use and land cover (LULC) types. The weakened shape complexity, the strengthened aggregation degree, and the more uniform distribution of different LULC types helped elevate total ecosystem service value. The results advanced the understanding of landscape pattern evolution and provided the scientific reference for land management regarding ecosystem services. Given the watershed ecosystem’s integrity, transboundary cooperation between China and Kazakhstan was suggested to reinforce watershed sustainability through integrated watershed land resource planning and the joint adaptive strategies to climate change.
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References
Abdrahimov, R., Amirgaliyeva, A., Tastambek, K., Zhumalipov, A., & Polyakova, S. (2020). Annual river runoff of the Ile-Balkash Basin and prospects of its assessment due to climatic changes and water economy activities. International Journal of Geomate, 18(69), 230–239. https://doi.org/10.21660/2020.69.32068
Badescu, V., & Schuiling, R. D. (2010). Aral Sea: Irretrievable loss or irtysh imports? Water Resources Management, 24(3), 597–616. https://doi.org/10.1007/s11269-009-9461-y
Chen, Y. N., Li, Z., Fang, G. H., & Li, W. H. (2018). Large hydrological processes changes in the transboundary rivers of Central Asia. Journal of Geophysical Research-Atmospheres, 123(10), 5059–5069. https://doi.org/10.1029/2017jd028184
Costanza, R., & dArge R, deGroot R, Farber S, Grasso M, Hannon B, Limburg K, Naeem S, Oneill RV, Paruelo J, Raskin RG, Sutton P, vandenBelt M. (1997). The value of the world’s ecosystem services and natural capital. Nature, 387(6630), 253–260. https://doi.org/10.1038/387253a0
Costanza, R., de Groot, R., Sutton, P., van der Ploeg, S., Anderson, S. J., Kubiszewski, I., Farber, S., & Turner, R. K. (2014). Changes in the global value of ecosystem services. Global Environmental Change-Human and Policy Dimensions, 26, 152–158. https://doi.org/10.1016/j.gloenvcha.2014.04.002
Daneshi, A., Brouwer, R., Najafinejad, A., Panahi, M., Zarandian, A., & Maghsood, F. F. (2021). Modelling the impacts of climate and land use change on water security in a semi-arid forested watershed using InVEST. Journal of Hydrology, 593, 125621. https://doi.org/10.1016/j.jhydrol.2020.125621
Deng, H. J., & Chen, Y. N. (2017). Influences of recent climate change and human activities on water storage variations in Central Asia. Journal of Hydrology, 544, 46–57. https://doi.org/10.1016/j.jhydrol.2016.11.006
Duan, W. L., Zou, S., Chen, Y. N., Nover, D., Fang, G. H., & Wang, Y. (2020). Sustainable water management for cross-border resources: The Balkhash Lake Basin of Central Asia, 1931–2015. Journal of Cleaner Production, 263, 121614. https://doi.org/10.1016/j.jclepro.2020.121614
Duarte, G. T., Santos, P. M., Cornelissen, T. G., Ribeiro, M. C., & Paglia, A. P. (2018). The effects of landscape patterns on ecosystem services: Meta-analyses of landscape services. Landscape Ecology, 33(8), 1247–1257. https://doi.org/10.1007/s10980-018-0673-5
Guerra, C. A., Rosa, I. M. D., & Pereira, H. M. (2019). Change versus stability: Are protected areas particularly pressured by global land cover change? Landscape Ecology, 34(12), 2779–2790. https://doi.org/10.1007/s10980-019-00918-4
Harris, I., Jones, P. D., Osborn, T. J., & Lister, D. H. (2014). Updated high-resolution grids of monthly climatic observations—The CRU TS3.10 Dataset. International Journal of Climatology, 34(3), 623–642. https://doi.org/10.1002/joc.3711
Huang, F., Xia, Z. Q., Li, F., Guo, L. D., & Yang, F. C. (2012). Hydrological changes of the Irtysh River and the possible causes. Water Resources Management, 26(11), 3195–3208. https://doi.org/10.1007/s11269-012-0067-4
Imentai, A., Thevs, N., Schmidt, S., Nurtazin, S., & Salmurzauli, R. (2015). Vegetation, fauna, and biodiversity of the Ile Delta and southern Lake Balkhash—A review. Journal of Great Lakes Research, 41(3), 688–696. https://doi.org/10.1016/j.jglr.2015.04.002
Kezer, K., & Matsuyama, H. (2006). Decrease of river runoff in the Lake Balkhash basin in Central Asia. Hydrological Processes, 20(6), 1407–1423. https://doi.org/10.1002/hyp.6097
Li, J. Y., Chen, H. X., 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, S., Costanza, R., Farber, S., & Troy, A. (2010). Valuing ecosystem services: Theory, practice, and the need for a transdisciplinary synthesis. Annals of the New York Academy of Sciences, 1185, 54–78. https://doi.org/10.1111/j.1749-6632.2009.05167.x
Liu, X. X., Yu, L., Si, Y. L., Zhang, C., Lu, H., Yu, C. Q., & Gong, P. (2018). Identifying patterns and hotspots of global land cover transitions using the ESA CCI Land Cover dataset. Remote Sensing Letters, 9(10), 972–981. https://doi.org/10.1080/2150704x.2018.1500070
Liu, Y., Wang, P., Ruan, H. W., Wang, T. Y., Yu, J. J., Cheng, Y. P., & Kulmatoy, R. (2020). Sustainable use of groundwater resources in the transboundary aquifers of the five central Asian countries: Challenges and perspectives. Water, 12(8), 2101. https://doi.org/10.3390/w12082101
Ma, L. B., Bo, J., Li, X. Y., Fang, F., & Cheng, W. J. (2019). Identifying key landscape pattern indices influencing the ecological security of inland river basin: The middle and lower reaches of Shule River Basin as an example. Science of the Total Environment, 674, 424–438. https://doi.org/10.1016/j.scitotenv.2019.04.107
Mahmoud, S. H., & Gan, T. Y. (2018). Impact of anthropogenic climate change and human activities on environment and ecosystem services in arid regions. Science of the Total Environment, 633, 1329–1344. https://doi.org/10.1016/j.scitotenv.2018.03.290
McGarigal, K., Cushman, S. A., & Ene, E. (2012). FRAGSTATS v4: Spatial pattern analysis program for categorical and continuous maps. University of Massachusetts.
Mischke, S., Zhang, C. J., & Plessen, B. (2020). Lake Balkhash (Kazakhstan): Recent human impact and natural variability in the last 2900 years. Journal of Great Lakes Research, 46(2), 267–276. https://doi.org/10.1016/j.jglr.2020.01.008
Mitchell, M. G. E., Bennett, E. M., & Gonzalez, A. (2014). Agricultural landscape structure affects arthropod diversity and arthropod-derived ecosystem services. Agriculture Ecosystems & Environment, 192, 144–151. https://doi.org/10.1016/j.agee.2014.04.015
Plummer, M. L. (2009). Assessing benefit transfer for the valuation of ecosystem services. Frontiers in Ecology and the Environment, 7(1), 38–45. https://doi.org/10.1890/080091
Pueppke, S. G., Iklasov, M. K., Beckmann, V., Nurtazin, S. T., Thevs, N., Sharakhmetov, S., & Hoshino, B. (2018). Challenges for sustainable use of the fish resources from Lake Balkhash, a fragile lake in an arid ecosystem. Sustainability, 10(4), 1234. https://doi.org/10.3390/su10041234
Pueppke, S. G., Nurtazin, S. T., Graham, N. A., & Qi, J. G. (2018). Central Asia’s Ili River ecosystem as a wicked problem: Unraveling complex interrelationships at the interface of water, energy, and food. Water, 10(5), 541. https://doi.org/10.3390/w10050541
Raudsepp-Hearne, C., Peterson, G. D., & Bennett, E. M. (2010). Ecosystem service bundles for analyzing tradeoffs in diverse landscapes. Proceedings of the National Academy of Sciences of the United States of America, 107(11), 5242–5247. https://doi.org/10.1073/pnas.0907284107
Spitsyna, A., & Spitsyna, T. (2007). Preliminary Sustainability Assessment of water resources management in the Ili-Balkhash Basin of Central Asia. Royal Institute of Technology, Stockholm.
Sun, G., Hallema, D., & Asbjornsen, H. (2017). Ecohydrological processes and ecosystem services in the Anthropocene: A review. Ecological Processes, 6, 35. https://doi.org/10.1186/s13717-017-0104-6
Tang, H. L., Lu, S. L., Cheng, Y. P., Ge, L. Q., Zhang, J. K., Dong, H., & Shao, H. Y. (2019). Analysis of dynamic changes and influence factors of Lake Balkhash in the last twenty years. Journal of Groundwater Science and Engineering, 7(3), 214–223. https://doi.org/10.19637/j.cnki.2305-7068.2019.03.002
Tesfaw, A. T., Pfaff, A., Kroner, R. E. G., Qin, S. Y., Medeiros, R., & Mascia, M. B. (2018). Land-use and land-cover change shape the sustainability and impacts of protected areas. Proceedings of the National Academy of Sciences of the United States of America, 115(9), 2084–2089. https://doi.org/10.1073/pnas.1716462115
Thevs, N., Beckmann, V., Akimalieva, A., Kobbing, J. F., Nurtazin, S., Hirschelmann, S., Piechottka, T., Salmurzauli, R., & Baibagysov, A. (2017). Assessment of ecosystem services of the wetlands in the Ili River Delta. Kazakhstan. Environmental Earth Sciences, 76(1), 30. https://doi.org/10.1007/s12665-016-6346-2
Thevs, N., Nurtazin, S., Beckmann, V., Salmyrzauli, R., & Khalil, A. (2017). Water consumption of agriculture and natural ecosystems along the Ili River in China and Kazakhstan. Water, 9(3), 207. https://doi.org/10.3390/w9030207
Turner, M. G. (2005). Landscape ecology: What is the state of the science? Annual Review of Ecology Evolution and Systematics, 36, 319–344. https://doi.org/10.1146/annurev.ecolsys.36.102003.152614
Uuemaa, E., Mander, U., & Marja, R. (2013). Trends in the use of landscape spatial metrics as landscape indicators: A review. Ecological Indicators, 28, 100–106. https://doi.org/10.1016/j.ecolind.2012.07.018
Vitule, J. R. S., Azevedo-Santos, V. M., Daga, V. S., Lima, D. P., de Magalhaes, A. L. B., Orsi, M. L., Pelicice, F. M., & Agostinho, A. A. (2015). Brazil’s drought: Protect biodiversity. Science, 347(6229), 1427–1428. https://doi.org/10.1126/science.347.6229.1427-b
Wang, J. F., Li, X. H., Christakos, G., Liao, Y. L., Zhang, T., Gu, X., & Zheng, X. Y. (2010). Geographical detectors-based health risk assessment and its application in the neural tube defects study of the Heshun Region, China. International Journal of Geographical Information Science, 24(1), 107–127. https://doi.org/10.1080/13658810802443457
Xu, J. T., Yin, R. S., Li, Z., & Liu, C. (2006). China’s ecological rehabilitation: Unprecedented efforts, dramatic impacts, and requisite policies. Ecological Economics, 57(4), 595–607. https://doi.org/10.1016/j.ecolecon.2005.05.008
Yang, H. F., Mu, S. J., & Li, J. L. (2014). Effects of ecological restoration projects on land use and land cover change and its influences on territorial NPP in Xinjiang, China. CATENA, 115, 85–95. https://doi.org/10.1016/j.catena.2013.11.020
Yue, S., Pilon, P., & Cavadias, G. (2002). Power of the Mann-Kendall and Spearman’s rho tests for detecting monotonic trends in hydrological series. Journal of Hydrology, 259(1–4), 254–271. https://doi.org/10.1016/s0022-1694(01)00594-7
Yushanjiang, A., Zhang, F., Yu, H. Y., & Kung, H. T. (2018). Quantifying the spatial correlations between landscape pattern and ecosystem service value: A case study in Ebinur Lake Basin, Xinjiang, China. Ecological Engineering, 113, 94–104. https://doi.org/10.1016/j.ecoleng.2018.02.005
Zhao, F., Li, H., Li, C. H., Cai, Y. P., Wang, X., & Liu, Q. (2019). Analyzing the influence of landscape pattern change on ecological water requirements in an arid/semiarid region of China. Journal of Hydrology, 578, Unsp 124098. https://doi.org/10.1016/j.jhydrol.2019.124098
Zhao, Q. J., Wen, Z. M., Chen, S. L., Ding, S., & Zhang, M. X. (2020). 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
Zou, J., Ding, J. L., Welp, M., Huang, S., & Liu, B. H. (2020). Using MODIS data to analyse the ecosystem water use efficiency spatial-temporal variations across Central Asia from 2000 to 2014. Environmental Research, 182, 108985. https://doi.org/10.1016/j.envres.2019.108985
Funding
This work was supported by the Fundamental Research Funds for the Central Universities [grant number B200202023]; the Xinjiang Water Program [grant number 2020.E-001.2.4]; the China Scholarship Council [grant number 201906715005]; and the National Natural Science Foundation of China [grant number 42071049].
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Feng Huang: conceptualization, data curation, formal analysis, funding acquisition, investigation, methodology, software, validation, visualization, writing — original draft. Carlos G. Ochoa: methodology, resources, software, supervision, validation, writing — review and editing. W. Todd Jarvis: methodology, resources, supervision, validation, writing — review and editing. Ruisen Zhong: investigation, resources, validation, funding acquisition. Lidan Guo: funding acquisition, project administration, validation.
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Highlights
• Landscape patterns and ecosystem services changed in the Ili-Balkhash Basin.
• Climate change and anthropogenic activities spurred landscape pattern evolution.
• Landscape pattern evolution affected ecosystem services. Transboundary cooperation is necessary to reinforce watershed sustainability.
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Huang, F., Ochoa, C.G., Jarvis, W.T. et al. Evolution of landscape pattern and the association with ecosystem services in the Ili-Balkhash Basin. Environ Monit Assess 194, 171 (2022). https://doi.org/10.1007/s10661-022-09836-6
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DOI: https://doi.org/10.1007/s10661-022-09836-6