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Response of Vegetation Productivity to Climate Change and Human Activities in the Shaanxi–Gansu–Ningxia Region, China

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Abstract

Based on the MODIS vegetation net primary productivity (NPP) product data (MOD17A3-NPP) and evapotranspiration (ET) product data (MOD16A3-ET) of 2000–2014, this study adopted linear trend analysis, correlation coefficient, partial correlation coefficient and other mathematical analysis methods to analyse both the temporal-spatial evolution of vegetation NPP in the Shaanxi–Gansu–Ningxia Region (SGNR) in the 15 years, and the influence of meteorological factors (temperature, precipitation and ET) and human activities on its vegetation NPP. The results indicated that (1) from 2000 to 2014 the vegetation annual net primary productivity (ANPP) of the study region significantly increased from 169.06 g C/(m2 a) to 262.49 g C/(m2 a), having an annual rate of increase of 4.57 g C/(m2 a); (2) the increase of ANPP was significant for more than 84% of the study region, and extremely significant for more than 70%; (3) no obvious correlation was detected between ANPP and annual average temperature (AAT), Areas which had a significant positive correlation between ANPP and annual precipitation (AP) were mainly concentrated in arid and semi-arid areas with an AP of less than 400 mm; (4) a significant positive correlation was detected between ANPP and AET in more than 90% of the study region; (5) a gradual improvement in ANPP and a continuous improvement in the ecological environment were identified in SGNR. These improvements were inseparable from the decisive role played by human activities.

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References

  • Chen, F. J., Shen, Y. J., Qian, L. I., Guo, Y., & Li-Mei, X. U. (2011). Spatio-temporal variation analysis of ecological systems NPP in china in past 30 years. Scientia Geographica Sinica, 31(11), 1409–1414. (in Chinese).

    Google Scholar 

  • Chu, C., Bartlett, M., Wang, Y., He, F., Weiner, J., Chave, J., et al. (2016). Does climate directly influence NPP globally? Global Change Biology, 22(1), 12–24.

    Article  Google Scholar 

  • Cruz-Blanco, M., Lorite, I. J., & Santos, C. (2014). An innovative remote sensing based reference evapotranspiration method to support irrigation water management under semi-arid conditions. Agricultural Water Management, 131, 135–145.

    Article  Google Scholar 

  • Dorjsuren, M., Liou, Y. A., & Cheng, C. H. (2016). Time series MODIS and in situ data analysis for Mongolia drought. Remote Sensing, 8(6), 509.

    Article  Google Scholar 

  • Fan, J. Z., Deng-Ke, L. I., & Zhou, H. (2013). Valuation on carbon fixation and oxygen release in reforested croplands of shaanxi province of china. Chinese Journal of Ecology, 32(4), 874–881. (in Chinese).

    Google Scholar 

  • Feng, X., Fu, B., Lu, N., Zeng, Y., & Wu, B. (2013). How ecological restoration alters ecosystem services: an analysis of carbon sequestration in China’s Loess Plateau. Scientific reports, 3, 1–5.

    Google Scholar 

  • Fu, B., Liu, Y., Y, Lu, et al. (2011). Assessing the soil erosion control service of ecosystems change in the Loess Plateau of China. Ecological Complexity, 8(4), 284–293.

    Article  Google Scholar 

  • Fu, B., Wang, Y., Lu, Y., et al. (2009). The effects of land-use combinations on soil erosion: A case study in the Loess Plateau of China. Progress in Physical Geography, 33(6), 793–804.

    Article  Google Scholar 

  • Gang, C., Zhou, W., Wang, Z., Chen, Y., Li, J., Chen, J., et al. (2015). Comparative assessment of grassland NPP dynamics in response to climate change in China, North America, Europe and Australia from 1981 to 2010. Journal of Agronomy and Crop Science, 201(1), 57–68.

    Article  Google Scholar 

  • García, M., Sandholt, I., Ceccato, P., et al. (2013). Actual evapotranspiration in drylands derived from in situ and satellite data: Assessing biophysical constraints. Remote Sensing of Environment, 131, 103–118.

    Article  Google Scholar 

  • Hao, Y. P., Chen, Y. F., & Zhang, X. Y. (1998). Progress in estimation of net primary productivity and its responses to climatic change. Advance in Earch Sciences, 13(6), 564–571.

    Google Scholar 

  • Helman, D., Lensky, I. M., & Givati, A. (2015). Annual evapotranspiration retrieved solely from satellites’ vegetation indices for the Eastern Mediterranean. Atmospheric Chemistry & Physics Discussions, 15(11), 1–33.

    Article  Google Scholar 

  • Imhoff, M. L., Bounoua, L., DeFries, R., Lawrence, W. T., Stutzer, D., Tucker, C. J., et al. (2004). The consequences of urban land transformation on net primary productivity in the United States. Remote Sensing of Environment, 89, 434–443.

    Article  Google Scholar 

  • JianPing, L., JingDe, G., YingJuan, H., ShiLi, W., & YuPing, M. (2009). The vegetation classification of the return farmland to pasture or forest region in Shaanxi-Gansu-Ningxia based on SPOT/VEGETATION data. Agricultural Science & Technology-Hunan, 10(5), 179–183.

    Google Scholar 

  • Leith, H., & Whittaker, R. (1975). Primary production of the biosphere. Ecology Studies, 14, 339.

    Google Scholar 

  • Li, D. K., Fan, J. Z., & Wang, J. (2011). Variation characteristics of vegetation net primary productivity in Shaanxi province based on MOD17A3. Chinese Journal of Ecology, 30(12), 2776–2782. (in Chinese).

    Google Scholar 

  • Li, S., Yan, J., Liu, X., & Wan, J. (2013). Response of vegetation restoration to climate change and human activities in Shaanxi-Gansu-Ningxia Region. Journal of Geographical Sciences, 23(1), 98–112.

    Article  Google Scholar 

  • Li, S. S., Yan, J., & Wan, J. (2012). The spatial-temporal changes of vegetation restoration on loess plateau in Shaanxi–Gansu–Ningxia region. Acta Geographica Sinica, 67(7), 960–970.

    Google Scholar 

  • Liu, C., Dong, X., & Liu, Y. (2015). Changes of NPP and their relationship to climatic factors based on the transformation of different scales in Gansu, China. CATENA, 125, 190–199.

    Article  Google Scholar 

  • Long, H. L., Li, X. B., Wang, H., Wei, D. D., & Zhang, C. (2010). Net primary productivity (NPP) of grassland ecosystem and its relationship with climate in Inner Mongolia. Acta Ecologica Sinica, 30(5), 1367–1378.

    Google Scholar 

  • Mu, Q., Zhao, M., & Running, S. W. (2011). Improvements to a MODIS global terrestrial evapotranspiration algorithm. Remote Sensing of Environment, 115(8), 1781–1800.

    Article  Google Scholar 

  • Pan, Y., Yu, C., Zhang, X., Chen, B., Wu, J., Tu, Y., et al. (2016). A modified framework for the regional assessment of climate and human impacts on net primary productivity. Ecological Indicators, 60, 184–191.

    Article  Google Scholar 

  • Pereira, G., Silva, M. E. S., Moraes, E. C., et al. (2017). Improving precipitation simulation from updated surface characteristics in South America. Theoretical and Applied Climatology, 129(1–2), 521–538.

    Article  Google Scholar 

  • Potter, C. S., Randerson, J. T., Field, C. B., Matson, P. A., Vitousek, P. M., Mooney, H. A., et al. (1993). Terrestrial ecosystem production: a process model based on global satellite and surface data. Global Biogeochemical Cycles, 7(4), 811–841.

    Article  Google Scholar 

  • Samani, Z. A. (2015). Improving evapotranspiration estimation using remote sensing technology. New Mexico State University.

  • Stow, D., Daeschner, S., Hope, A., et al. (2003). Variability of the seasonally integrated normalized difference vegetation index across the north slope of Alaska in the 1990s. International Journal of Remote Sensing, 24(5), 1111–1117.

    Article  Google Scholar 

  • Sun, G., Wan, H., Wang, C., et al. (2013). Vegetation monitoring and analyzing of golden triangle energy in Inner Mongolia, Shaanxi, Gansu and Ningxia region. Agricultural Machinery, S2, 247–250.

    Google Scholar 

  • Wang, S., Zhang, Y., Wei, H., et al. (2015). The NPP change and the vegetation carbon fixation/oxygen release values in Shaanxi–Gansu–Ningxia region of China. Journal of Desert Research, 35(5), 1421–1428.

    Google Scholar 

  • Wei, Z. F., Ren, Z. Y., Zhang, C., et al. (2014). The spatial and temporal pattern of desertification in 1999–2010 in the Shaanxi–Gansu–Ningxia Region. Journal of Desert Research, 34(5), 1230–1236. (in Chinese).

    Google Scholar 

  • Xiao, J. (2014). Satellite evidence for significant biophysical consequences of the “Grain for Green” program on the Loess Plateau in China. Journal of Geophysical Research: Biogeosciences, 119(12), 2261–2275.

    Google Scholar 

  • Xie, B., Qin, Z., Yang, W., & Chang, Q. (2014). Spatial and temporal variation in terrestrial net primary productivity on Chinese loess plateau and its influential factors. Agricultural Engineering, 30(11), 244–253.

    Google Scholar 

  • Xu, H. M., Gao, Q. Z., Huang, Y. M., et al. (2006). Simulated the impact of climate change on net primary production in hilly area of loess plateau, China. Acta Ecologica Sinica, 26(9), 2939–2947. (in Chinese).

    Google Scholar 

  • Xu, X. L., Liu, J. Y., Zhang, Z. X., et al. (2017). Content and R&D of the dataset on the spatial distribution of Chinese terrestrial ecosystem at the interval of five years (1990–2010). Journal of Global Change Data & Discovery, 1(1), 52–59.

    Google Scholar 

  • Yebra, M., Van Dijk, A., Leuning, R., et al. (2013). Evaluation of optical remote sensing to estimate actual evapotranspiration and canopy conductance. Remote Sensing of Environment, 129, 250–261.

    Article  Google Scholar 

Download references

Acknowledgements

This paper is partially funded by National Hightech R&D Program of China (863 Program) (2015AA123901), Natural Science Foundation of Hebei Province of China (D2015402134; 15967663D; D2017402159), and the Education Department of Hebei Province (QN2015105; YQ2013012; QN2014184).

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Authors and Affiliations

  1. College of Mining and Geomatics, Hebei University of Engineering, Handan, 056038, Hebei Province, China

    Haixin Liu, Anbing Zhang, Anzhou Zhao, Yuling Zhao & Dongli Wang

  2. Heibei Collaborative Innovation Center of the Comprehensive Development and Utilization of Coal Resource, 199 Guangming Street, Handan, 056038, Hebei Province, China

    Haixin Liu, Anzhou Zhao, Yuling Zhao & Dongli Wang

  3. College of Geomatics, Shandong University of Science and Technology, Qingdao, 266590, Shandong Province, China

    Haixin Liu & Tao Jiang

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  1. Haixin Liu
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  2. Anbing Zhang
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  3. Tao Jiang
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  4. Anzhou Zhao
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  5. Yuling Zhao
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  6. Dongli Wang
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Correspondence to Anbing Zhang.

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Liu, H., Zhang, A., Jiang, T. et al. Response of Vegetation Productivity to Climate Change and Human Activities in the Shaanxi–Gansu–Ningxia Region, China. J Indian Soc Remote Sens 46, 1081–1092 (2018). https://doi.org/10.1007/s12524-018-0769-z

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  • DOI: https://doi.org/10.1007/s12524-018-0769-z

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