Abstract
The impact of changing land use and land cover (LULC) on regional habitat quality have attracted extensive attention. The Loess Plateau is an ecologically fragile area; LULC changes in this region have complex impacts on habitat quality at multiple spatiotemporal scales. This study developed an integrated assessment method based on multi-source data to assess habitat quality changes in the Loess Plateau during recent years (2000–2015) and in the future (2015–2050) under four typical scenarios. A significant increase in urban land use was observed on the Loess Plateau from 2000 to 2050, which resulted in a continuous decrease in the cropland area. The area of forest and grassland landscapes was also reduced by both urban and cropland expansion, with the most significant loss in the grasslands. A future overall decreasing trend in overall habitat quality is predicted, but the SSP1–2.6 scenario is significantly better than the SSP5–8.5 scenario. Urban expansion contributes a rapidly increasing proportion of habitat quality decline on the Loess Plateau; urban land will become the most significant threat to regional habitat quality by 2030. Policies for socio-ecological protection with clear, high-level objectives can effectively promote habitat quality. It is recommended that national nature reserves be delineated and ecological functions in the study area be continuously monitored. This research provides a potential socio-ecological baseline and implementation strategy for the habitat conservation-oriented management of large and fragile ecological regions.
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Data that support the findings of this study are available from the corresponding author upon reasonable request.
References
Amato, K. R., Yeoman, C. J., Kent, A., Righini, N., Carbonero, F., Estrada, A., Gaskins, H. R., Stumpf, R. M., Yildirim, S., Torralba, M., Gillis, M., Wilson, B. A., Nelson, K. E., White, B. A., & Leigh, S. R. (2013). Habitat degradation impacts black howler monkey (Alouatta pigra) gastrointestinal microbiomes. The ISME Journal, 7(7), 1344–1353. https://doi.org/10.1038/ismej.2013.16
Aneseyee, A. B., Noszczyk, T., Soromessa, T., & Elias, E. (2020). The InVEST habitat quality model associated with land Use/Cover changes: A qualitative case study of the winike watershed in the Omo-Gibe basin, southwest ethiopia. Remote Sens-Basel, 12(7), 1103.
Bai, L., Xiu, C., Feng, X., & Liu, D. (2019). Influence of urbanization on regional habitat quality: a case study of Changchun City. Habitat International, 93, 102042. https://doi.org/10.1016/j.habitatint.2019.102042
Cardinale, B. J., Duffy, J. E., Gonzalez, A., Hooper, D. U., Perrings, C., Venail, P., Narwani, A., Mace, G. M., Tilman, D., Wardle, D. A., Kinzig, A. P., Daily, G. C., Loreau, M., Grace, J. B., Larigauderie, A., Srivastava, D. S., & Naeem, S. (2012). Biodiversity loss and its impact on humanity. Nature, 486(7401), 59–67. https://doi.org/10.1038/nature11148
Chen, H., Fleskens, L., Schild, J., et al. (2022). Impacts of large-scale landscape restoration on spatio-temporal dynamics of ecosystem services in the Chinese Loess Plateau. Landscape Ecology, 37, 329–346. https://doi.org/10.1007/s10980-021-01346-z
Dai, L., Li, S., Lewis, B. J., Wu, J., Yu, D., Zhou, W., Zhou, L., & Wu, S. (2019). The influence of land use change on the spatial–temporal variability of habitat quality between 1990 and 2010 in Northeast China. Journal of Forestry Research, 30(6), 2227–2236. https://doi.org/10.1007/s11676-018-0771-x
Di Pirro, E., Sallustio, L., Capotorti, G., Marchetti, M., & Lasserre, B. (2021). A scenario-based approach to tackle trade-offs between biodiversity conservation and land use pressure in Central Italy. Ecological Modelling, 448, 109533. https://doi.org/10.1016/j.ecolmodel.2021.109533
ESRI. (2018). ArcGIS 10.6 for Desktop. US, Esri Inc.
Fu, B., Liang, W., Liu, J., Wang, S., Miao, C., & Liu, Y. (2017). Hydrogeomorphic ecosystem responses to natural and anthropogenic changes in the loess plateau of china. Annual Review of Earth & Planetary Sciences, 45, 223–243.
Grekousis, G., Mountrakis, G., & Kavouras, M. (2015). An overview of 21 global and 43 regional land-cover mapping products. The International Journal of Remote Sensing, 36(21), 5309–5335. https://doi.org/10.1080/01431161.2015.1093195
Hack, J., Molewijk, D., & Beißler, M. R. (2020). A conceptual approach to modeling the geospatial impact of typical urban threats on the habitat quality of river corridors. Remote Sens-Basel, 12(8), 1345. https://doi.org/10.3390/rs12081345
Hartley, A. J., Macbean, N., Georgievski, G., & Bontemps, S. (2017). Uncertainty in plant functional type distributions and its impact on land surface models. Remote Sens. Environ., 203, 71–89. https://doi.org/10.1016/j.rse.2017.07.037
Huang, Q., Huang, J., Yang, X., Fang, C., & Liang, J. (2018). Quantifying the seasonal contribution of coupling urban land use types on Urban Heat Island using Land Contribution Index: A case study in Wuhan, China. Sustainable Cities and Society, 44, 666–675. https://doi.org/10.1016/j.scs.2018.10.016
Jetz, W., Wilcove, D. S., & Dobson, A. P. (2007). Projected impacts of climate and land-use change on the global diversity of birds. PLoS Biology, 5(6), e157. https://doi.org/10.1371/journal.pbio.0050157
Jiang, W., Deng, Y., Tang, Z., Lei, X., & Chen, Z. (2017). Modelling the potential impacts of urban ecosystem changes on carbon storage under different scenarios by linking the CLUE-S and the InVEST models. Ecological Modelling, 345, 30–40. https://doi.org/10.1016/j.ecolmodel.2016.12.002
Lauer, A., Eyring, V., Righi, M., Buchwitz, M., Defourny, P., Evaldsson, M., Friedlingstein, P., de Jeu, R., de Leeuw, G., Loew, A., Merchant, C. J., Müller, B., Popp, T., Reuter, M., Sandven, S., Senftleben, D., Stengel, M., Van Roozendael, M., Wenzel, S., & Willén, U. (2017). Benchmarking CMIP5 models with a subset of ESA CCI Phase 2 data using the ESMValTool. Remote Sensing of Environment, 203, 9–39. https://doi.org/10.1016/j.rse.2017.01.007
Li, J., Peng, S., & Li, Z. (2017). Detecting and attributing vegetation changes on China’s Loess Plateau. Agricultural and Forest Meteorology, 247, 260–270. https://doi.org/10.1016/j.agrformet.2017.08.005
Li, Y., Duo, L., Zhang, M., et al. (2022). Habitat quality assessment of mining cities based on InVEST model—A case study of Yanshan County, Jiangxi Province. International Journal of Coal Science & Technology, 9, 28. https://doi.org/10.1007/s40789-022-00498-w
Li, Q., Zhou, Y., Cunningham, M. A., & Xu, T. (2021). Spatio-temporal changes in wildlife habitat quality in the middle and lower reaches of the Yangtze River from 1980 to 2100 Based on the InVEST Model. Journal of Resources and Ecology, 12(1), 43–55. https://doi.org/10.5814/j.issn.1674-764x.2021.01.005
Liang, Y., Hashimoto, S., & Liu, L. (2021). Integrated assessment of land-use/land-cover dynamics on carbon storage services in the Loess Plateau of China from 1995 to 2050. Ecological Indicators, 120, 106939. https://doi.org/10.1016/j.ecolind.2020.106939
Liang, Y., & Liu, L. (2017). Simulating land-use change and its effect on biodiversity conservation in a watershed in northwest China. Ecosystem Health and Sustainability, 3(5), 1335933. https://doi.org/10.1080/20964129.2017.1335933
Liu, Y., Zhang, Z., Tong, L., Khalifa, M., Wang, Q., Gang, C., Wang, Z., Li, J., & Sun, Z. (2019). Assessing the effects of climate variation and human activities on grassland degradation and restoration across the globe. Ecological Indicators, 106, 105504. https://doi.org/10.1016/j.ecolind.2019.105504
Mao, D., Wang, Z., Wu, J., Wu, B., Zeng, Y., Song, K., Yi, K., & Luo, L. (2018). China’s wetlands loss to urban expansion. Land Degradation & Development, 29(8), 2644–2657. https://doi.org/10.1002/ldr.2939
Mcdonald, R. I., Forman, R. T. T., Kareiva, P., Neugarten, R., Salzer, D., & Fisher, J. (2009). Urban effects, distance, and protected areas in an urbanizing world. Landscape and Urban Planning, 93(1), 63–75. https://doi.org/10.1016/j.landurbplan.2009.06.002
Mcdonald, R. I., Mansur, A. V., Ascensão, F., Colbert, M. L., Crossman, K., Elmqvist, T., Gonzalez, A., Güneralp, B., Haase, D., Hamann, M., Hillel, O., Huang, K., Kahnt, B., Maddox, D., Pacheco, A., Pereira, H. M., Seto, K. C., Simkin, R., Walsh, B., & Ziter, C. (2020). Research gaps in knowledge of the impact of urban growth on biodiversity. Nature Sustainability, 3(1), 16–24. https://doi.org/10.1038/s41893-019-0436-6
Nelson, E., Mendoza, G., Regetz, J., Polasky, S., Tallis, H., Cameron, D., Chan, K. M., Daily, G. C., Goldstein, J., Kareiva, P. M., Lonsdorf, E., Naidoo, R., Ricketts, T. H., & Shaw, M. (2009). Modeling multiple ecosystem services, biodiversity conservation, commodity production, and tradeoffs at landscape scales. Frontiers in Ecology and Environment, 7(1), 4–11. https://doi.org/10.1890/080023
Newbold, T., Hudson, L. N., Hill, S. L., Contu, S., Lysenko, I., Senior, R. A., Borger, L., Bennett, D. J., Choimes, A., Collen, B., Day, J., De Palma, A., Diaz, S., Echeverria-Londono, S., Edgar, M. J., Feldman, A., Garon, M., Harrison, M. L., Alhusseini, T., & Purvis, A. (2015). Global effects of land use on local terrestrial biodiversity. Nature, 520(7545), 45–50. https://doi.org/10.1038/nature14324
Neill, O. B. C., Kriegler, E., Ebi, K. L., Kemp-Benedict, E., Riahi, K., Rothman, D. S., van Ruijven, B. J., van Vuuren, D. P., Birkmann, J., Kok, K., Levy, M., & Solecki, W. (2017). The roads ahead: Narratives for shared socioeconomic pathways describing world futures in the 21st century. Global Environmental Change, 42, 169–180. https://doi.org/10.1016/j.gloenvcha.2015.01.004
Öckinger, E., Dannestam, Å., & Smith, H. G. (2009). The importance of fragmentation and habitat quality of urban grasslands for butterfly diversity. Landscape and Urban Planning, 93(1), 31–37. https://doi.org/10.1016/j.landurbplan.2009.05.021
Powers, R. P., & Jetz, W. (2019). Global habitat loss and extinction risk of terrestrial vertebrates under future land-use-change scenarios. Nature Climate Change, 9(4), 323–329. https://doi.org/10.1038/s41558-019-0406-z
Peng, S. Z., Ding, Y. X., Liu, W. Z., & Li, Z. (2019). 1 km monthly temperature and precipitation dataset for China from 1901 to 2017. Earth System Science Data, 11, 1931–1946. https://doi.org/10.5194/essd-11-1931-2019
Sallustio, L., De Toni, A., Strollo, A., Di Febbraro, M., Gissi, E., Casella, L., Geneletti, D., Munafò, M., Vizzarri, M., & Marchetti, M. (2017). Assessing habitat quality in relation to the spatial distribution of protected areas in Italy. Journal of Environmental Management, 201, 129–137. https://doi.org/10.1016/j.jenvman.2017.06.031
Sieber, A., Uvarov, N. V., Baskin, L. M., Radeloff, V. C., Bateman, B. L., Pankov, A. B., & Kuemmerle, T. (2015). Post-Soviet land-use change effects on large mammals’ habitat in European Russia. Biological Conservation, 191, 567–576. https://doi.org/10.1016/j.biocon.2015.07.041
Song, S., Liu, Z., He, C., & Lu, W. (2020). Evaluating the effects of urban expansion on natural habitat quality by coupling localized shared socioeconomic pathways and the land use scenario dynamics-urban model. Ecological Indicators, 112, 106071. https://doi.org/10.1016/j.ecolind.2020.106071
Sun, D., Liang, Y., & Peng, S. (2022). Scenario simulation of water retention service under land use and climate change: A case study of the Loess Plateau. China. Journal of Arid Land, 14(4), 390–410. https://doi.org/10.1007/s40333-022-0054-4
Tallis, H. T., Ricketts, T., Guerry, A. D., Wood, S. A., Sharp, R., Nelson, E., Ennaanay, D., Wolny, S., Olwero, N., Vigerstol, K., & Pennington, D. (2014). Integrated Valuation of Environmental Services and Tradeoffs (InVEST) 3.1.0 user’s guide. Natural Capital Project.
Tang, L., Ke, X., Chen, Y., Wang, L., Zhou, Q., Zheng, W., & Xiao, B. (2021). Which impacts more seriously on natural habitat loss and degradation? Cropland expansion or urban expansion? Land Degradation & Development, 32(2), 946–964. https://doi.org/10.1002/ldr.3768
Wang, D., Liang, Y., Peng, S., Yin, Z., & Huang, J. (2022). Integrated assessment of the supply–demand relationship of ecosystem services in the Loess Plateau during 1992–2015. Ecosystem Health and Sustainability, 8(1), 2130093. https://doi.org/10.1080/20964129.2022.2130093
Wu, J., Li, X., Luo, Y., et al. (2021). Spatiotemporal effects of urban sprawl on habitat quality in the Pearl River Delta from 1990 to 2018. Scientific Reports, 11, 13981. https://doi.org/10.1038/s41598-021-92916-3
Zhang, L., Chen, X., & Xin, X. (2019). Short commentary on CMIP6 scenario model intercomparison project (ScenarioMIP). Advances in Climate Change Research, 15(5), 519–525.
Zhou, L., Tang, J., Liu, X., Dang, X., & Mu, H. (2021). Effects of urban expansion on habitat quality in densely populated areas on the Loess Plateau: A case study of Lanzhou, Xi’an-Xianyang and Taiyuan, China. The Journal of Applied Ecology, 32(1), 261–270. https://doi.org/10.13287/j.1001-9332.202101.019
Zhou, T., Zou, L., & Chen, X. (2019). Commentary on the coupled model intercomparison project phase 6 (CMIP6). Advances in Climate Change Research, 15(5), 445–456.
Zhu, C., Zhang, X., Zhou, M., He, S., Gan, M., Yang, L., & Wang, K. (2020). Impacts of urbanization and landscape pattern on habitat quality using OLS and GWR models in Hangzhou China. Ecological Indicators, 117, 106654. https://doi.org/10.1016/j.ecolind.2020.106654
Funding
This study was supported by the Science Foundation of the Hubei Province, China (2021CFB295), the State Key Laboratory of Soil Erosion and Dryland Farming on the Loess Plateau (A314021402–202110), and the National Natural Science Foundation of China (42077451 & 42171415).
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Youjia Liang & Bo Wang: Conceptualization, writing – original draft, software, validation, formal analysis, visualization. Youjia Liang: methodology, writing – review & editing, funding acquisition, supervision. Shizuka Hashimoto & Jiejun Huang: review & editing. Shouzhang Peng & Zhangcai Yin: editing & funding acquisition.
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Liang, Y., Wang, B., Hashimoto, S. et al. Habitat quality assessment provides indicators for socio-ecological management: a case study of the Chinese Loess Plateau. Environ Monit Assess 195, 101 (2023). https://doi.org/10.1007/s10661-022-10714-4
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DOI: https://doi.org/10.1007/s10661-022-10714-4