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Predicting and assessing changes in NPP based on multi-scenario land use and cover simulations on the Loess Plateau

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Abstract

Land use/cover change (LUCC) is a major factor affecting net primary production (NPP). According to the LUCC of the Loess Plateau from 2005 to 2015, the LUCC patterns in 2025 in three scenarios were predicted by using the Future Land Use Simulation (FLUS) model. Furthermore, taking the average NPP of various land use/cover types in 16 years as the reference scale, the changes in NPP in multi-scenario simulations are predicted and analyzed, and the impact of different land use/cover transfers on NPP is quantified. The results are as follows: (1) The land use/cover changes greatly in the baseline and fast development scenarios, and changes relatively little in the ecological protection scenarios. (2) The changes in NPP in different scenarios reflected the significant difference in the ecological protection effect. All the three scenarios promote an NPP increase, but the ecological protection scenario can promote NPP increases the most. (3) The changes in NPP caused by LUCC in the three scenarios reflected the significant difference in the various land use/cover types protection effect. Analyzing and predicting NPP changes in multi-scenario LUCC simulations in the future can provide a theoretical basis for decision makers to judge the future changes in ecological environments and ecological protection effects against different policy backgrounds.

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References

  • Bussmann R W, 1996. Destruction and management of Mount Kenya’s forests. Ambio: A Journal of the Human Environment, 25(5): 314–317.

    Google Scholar 

  • Cao Mingkun, Prince S D, Small J et al., 2004. Remotely sensed interannual variations and trends in terrestrial net primary productivity 1981–2000. Ecosystems, 7(3): 233–242.

    Article  Google Scholar 

  • Che Lei, Zhuo Liang, Xu Jiangang, 2021. Integrating the ecosystem service in sustainable plateau spatial planning: A case study of the Yarlung Zangbo River Basin. Journal of Geographical Sciences, 31(2): 281–297.

    Article  Google Scholar 

  • Cheng Fangyan, Liu Shiliang, Zhang Yueqiu et al., 2017. Effects of land-use change on net primary productivity in Beijing based on the MODIS series. Acta Ecologica Sinica, 37(18): 5924–5934. (in Chinese)

    Google Scholar 

  • Dietzel C, Clarke K C, 2007. Toward optimal calibration of the SLEUTH land use change model. Transactions in GIS, 11(1): 29–45.

    Article  Google Scholar 

  • Findell K L, Shevliakova E, Milly P C D et al., 2007. Modeled impact of anthropogenic land cover change on climate. Journal of Climate, 20(14): 3621–3634.

    Article  Google Scholar 

  • Fu Yingchun, Lu Xueyue, Zhao Yaolong et al., 2013. Assessment impacts of weather and land use/land cover (LULC) change on urban vegetation net primary productivity (NPP): A case study in Guangzhou, China. Remote Sensing, 5(8): 4125–4144.

    Article  Google Scholar 

  • Gao Qiong, Li Xiaobing, Yang Xiusheng, 2003. Responses of vegetation and primary production in north-south transect of eastern China to global change under land use constraint. Acta Botanica Sinica, 45(11): 1274–1284.

    Google Scholar 

  • Gimeno T E, Escudero A, Valladares D F et al., 2012. Previous land use alters the effect of climate change and facilitation on expanding woodlands of Spanish Juniper. Ecosystems, 15(4): 564–579.

    Article  Google Scholar 

  • Guan Dongjie, Gao Weijun, Kazuyuki W, 2008. Land use change of Kitakyushu based on landscape ecology and Markov model. Journal of Geographical Sciences, 18(4): 455–468.

    Article  Google Scholar 

  • Guo Mingming, Wang Wenlong, Kang Hongliang et al., 2018. Changes in soil properties and erodibility of gully heads induced by vegetation restoration on the Loess Plateau, China. Journal of Arid Land, 10(5): 52–65.

    Article  Google Scholar 

  • Haberl H, Erb K-H, Krausmann F et al., 2007. Quantifying and mapping the human appropriation of net primary production in Earth’s terrestrial ecosystems. Proceedings of the National Academy of Sciences of the United States of America, 104(31): 12942–12947.

    Article  Google Scholar 

  • Huang Jinliang, Tu Zhenshun, Lin Jie et al., 2009. Land-use dynamics and landscape pattern change in a coastal gulf region, southeast China. International Journal of Sustainable Development & World Ecology, 16(1): 61–66.

    Article  Google Scholar 

  • Jiang Xiaowei, Bai Jianjun, 2020. Quantifying the impacts of drought and ecological restoration on net primary production changes in the Chinese Loess Plateau. PLoS ONE, 15(9): e0238997.

    Article  Google Scholar 

  • Kaptué Tchuenté Armel Thibaut, Roujean Jean Louis, De Jong Steven M, 2011. Comparison and relative quality assessment of the GLC2000, GLOBCOVER, MODIS and ECOCLIMAP land cover data sets at the African continental scale. International Journal of Applied Earth Observation & Geoinformation, 13(2): 207–219.

    Article  Google Scholar 

  • Li Jing, Ren Zhiyuan, 2005. Effects of land use change on values of NPP ecosystem services of Loess Plateau in northern Shaanxi. Chinese Journal of Ecology, 24(9): 1029–1032. (in Chinese)

    Google Scholar 

  • Liao Weilin, Liu Xiaoping, Xu Xiyun et al., 2020. Projections of land use changes under the plant functional type classification in different SSP-RCP scenarios in China. Science Bulletin, 65(22): 1935–1947.

    Article  Google Scholar 

  • Liu Xiaoping, Liang Xun, Li Xia et al., 2017. A future land use simulation model (FLUS) for simulating multiple land use scenarios by coupling human and natural effects. Landscape & Urban Planning, 168: 94–116.

    Article  Google Scholar 

  • Mao Dehua, Luo Ling, Wang Zongming et al., 2015. Variations in net primary productivity and its relationships with warming climate in the permafrost zone of the Tibetan Plateau. Journal of Geographical Sciences, 25(8): 967–977.

    Article  Google Scholar 

  • Millennium Ecosystem Assessment (MEA), 2005. Ecosystems and Human Well-being: Synthesis. Washington DC: Island Press.

    Google Scholar 

  • Pei Fengsong, Li Xia, Liu Xiaoping et al., 2015. Dynamic simulation of urban expansion and their effects on net primary productivity: A scenario analysis of Guangdong Province in China. Journal of Geo-information Science, 17(4): 470–476. (in Chinese)

    Google Scholar 

  • Peng Dailing, Wu Chaoyang, Zhang Bing et al., 2016. The influences of drought and land-cover conversion on inter-annual variation of NPP in the Three-North Shelterbelt Program Zone of China based on MODIS data. PLoS ONE, 11(6): e0158173.

    Article  Google Scholar 

  • Ran Youhua, Li Xin, Lu Ling, 2009. Accuracy evaluation of the four remote sensing based land cover products over China. Journal of Glaciology and Geocryology, 31(3): 491–500. (in Chinese)

    Google Scholar 

  • Sohl T L, Sayler K L, Drummond M A et al., 2007. The FORE-SCE model: A practical approach for projecting land cover change using scenario-based modeling. Journal of Land Use Science, 2(2): 103–126.

    Article  Google Scholar 

  • Verburg P H, Soepboer W, Veldkamp A et al., 2002. Modeling the spatial dynamics of regional land use: The CLUE-S model. Environmental Management, 30(3): 391–405.

    Article  Google Scholar 

  • Wang Baosheng, Liao Jiangfu, Zhu Wei et al., 2019. The weight of neighborhood setting of the FLUS model based on a historical scenario: A case study of land use simulation of urban agglomeration of the Golden Triangle of southern Fujian in 2030. Acta Ecologica Sinica, 39(12): 4284–4298. (in Chinese)

    Google Scholar 

  • Wang Hong, Li Xiaobing, Long Huiling et al., 2009. Monitoring the effects of land use and cover changes on net primary production: A case study in China’s Yongding River basin. Forest Ecology and Management, 258(12): 2654–2665.

    Article  Google Scholar 

  • Wu Xinxi, Liu Xiaoping, Liang Xu et al., 2018. Multi-scenarios simulation of urban growth boundaries in Pearl River Delta based on FLUS-UGB. Journal of Geo-information Science, 20(4): 532–542. (in Chinese)

    Google Scholar 

  • Xia Wentao, Wang Ying, Feng Qisheng et al., 2010. Accuracy assessment of MODIS land cover product of Gannan prefecture. Pratacultural Science, 27(9): 11–18. (in Chinese)

    Google Scholar 

  • Yuan Quanzhi, Wu Shaohong, Dai Erfu et al., 2017. NPP vulnerability of the potential vegetation of China to climate change in the past and future. Journal of Geographical Sciences, 27(2): 131–142.

    Article  Google Scholar 

  • Zhang Jingdu, Mei Zhuxiong, Lv Jiahui et al., 2020. Simulating multiple land use scenarios based on the FLUS model considering spatial autocorrelation. Journal of Geo-information Science, 22(3): 531–542. (in Chinese)

    Article  Google Scholar 

  • Zhang Yili, Qi Wei, Zhou Caiping et al., 2014. Spatial and temporal variability in the net primary production of alpine grassland on the Tibetan Plateau since 1982. Journal of Geographical Sciences, 24(2): 269–287.

    Article  Google Scholar 

  • Zhu Wenquan, Pan Yaozhong, Long Zhonghua et al., 2005. Estimating net primary productivity of terrestrial vegetation based on GIS and RS: A case study in Inner Mongolia, China. Journal of Remote Sensing of China, 9(3): 300–307.

    Google Scholar 

  • Zhuang Liyue, Chen Yuping, Fan Liya et al., 2019. Study on the ozone formation sensitivity in the Pearl River Delta based on OMI satellite data and MODIS land cover type products. Acta Scientiae Circumstantiae, 39(11): 3581–3592. (in Chinese)

    Google Scholar 

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Correspondence to Jianjun Bai.

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Foundation

The Key Research and Development Program of Shaanxi Province, No.2020NY-166; Project of Special Investigation on Basic Resources of Science and Technology, No.2019FY202501

Author

Jiang Xiaowei (1992-), PhD Candidate, specialized in environment RS and GIS application.

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Jiang, X., Bai, J. Predicting and assessing changes in NPP based on multi-scenario land use and cover simulations on the Loess Plateau. J. Geogr. Sci. 31, 977–996 (2021). https://doi.org/10.1007/s11442-021-1881-5

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  • DOI: https://doi.org/10.1007/s11442-021-1881-5

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