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Research Article

Determining the impacts of climate change and human activities on vegetation change on the Chinese Loess Plateau considering human-induced vegetation type change and time-lag effects of climate on vegetation growth

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Article: 2336075 | Received 11 Jan 2024, Accepted 23 Mar 2024, Published online: 08 Apr 2024

References

  • Ahmed, S. 2014. “Assessment of Irrigation System Sustainability Using the Theil-Sen Estimator of Slope of Time Series.” Sustainability Science 9: 293–302. https://doi.org/10.1007/s11625-013-0237-1.
  • Cao, R., W. Jiang, L. Yuan, W. Wang, Z. Lv, and C. Zheng. 2014. “Inter-Annual Variations in Vegetation and Their Response to Climatic Factors in the Upper Catchments of the Yellow River from 2000 to 2010.” Journal of Geographical Sciences 24 (6): 963–979. https://doi.org/10.1007/s11442-014-1131-1.
  • Chen, T., R. De Jeu, Y. Liu, G. Van der Werf, and A. Dolman. 2014. “Using Satellite Based Soil Moisture to Quantify the Water Driven Variability in NDVI: A Case Study Over Mainland Australia.” Remote Sensing of Environment 140: 330–338. https://doi.org/10.1016/j.rse.2013.08.022.
  • Chu, H., S. Venevsky, C. Wu, and M. Wang. 2019. “NDVI-Based Vegetation Dynamics and Its Response to Climate Changes at Amur-Heilongjiang River Basin from 1982 to 2015.” Science of the Total Environment 650: 2051–2062. https://doi.org/10.1016/j.scitotenv.2018.09.115.
  • Davenport, M., and S. Nicholson. 1993. “On the Relation Between Rainfall and the Normalized Difference Vegetation Index for Diverse Vegetation Types in East Africa.” International Journal of Remote Sensing 14 (12): 2369–2389. https://doi.org/10.1080/01431169308954042.
  • Deng, C., B. Zhang, L. Cheng, L. Hu, and F. Chen. 2019. “Vegetation Dynamics and Their Effects on Surface Water-Energy Balance Over the Three-North Region of China.” Agricultural and Forest Meteorology 275: 79–90. https://doi.org/10.1016/j.agrformet.2019.05.012.
  • Ding, Y., Z. Li, and S. Peng. 2020. “Global Analysis of Time-Lag and -Accumulation Effects of Climate on Vegetation Growth.” International Journal of Applied Earth Observation and Geoinformation 92: 102179. https://doi.org/10.1016/j.jag.2020.102179.
  • Feng, X., B. Fu, S. Piao, S. Wang, P. Ciais, Z. Zeng, Y. Lv, Y. Zeng, Y. Li, X. Jiang, et al. 2016. “Revegetation in China’s Loess Plateau Is Approaching Sustainable Water Resource Limits.” Nature Climate Change 6 (11): 1019–1022. https://doi.org/10.1038/nclimate3092.
  • Holben, B. 1986. “Characteristics of Maximum-Value Composite Images from Temporal AVHRR Data.” International Journal of Remote Sensing 7 (11): 1417–1434. https://doi.org/10.1080/01431168608948945.
  • Hu, Y., H. Li, D. Wu, W. Chen, X. Zhao, M. Hou, A. Li, and Y. Zhu. 2021. “LAI-Indicated Vegetation Dynamic in Ecologically Fragile Region: A Case Study in the Three-North Shelter Forest Program Region of China.” Ecological Indicators 120: 106932. https://doi.org/10.1016/j.ecolind.2020.106932.
  • Hua, T., X. Wang, C. Zhang, L. Lang, and H. Li. 2017. “Responses of Vegetation Activity to Drought in Northern China.” Land Degradation & Development 28 (7): 1913–1921. https://doi.org/10.1002/ldr.2709.
  • Li, T., J. Xia, L. Zhang, D. She, G. Wang, and L. Cheng. 2021b. “An Improved Complementary Relationship for Estimating Evapotranspiration Attributed to Climate Change and Revegetation in the Loess Plateau, China.” Journal of Hydrology 592: 125516. https://doi.org/10.1016/j.jhydrol.2020.125516.
  • Li, S., L. Xu, Y. Jing, H. Yin, X. Li, and X. Guan. 2021a. “High-Quality Vegetation Index Product Generation: A Review of NDVI Time Series Reconstruction Techniques.” International Journal of Applied Earth Observation and Geoinformation 105: 102640. https://doi.org/10.1016/j.jag.2021.102640.
  • Liang, H., Y. Xue, Z. Li, G. Gao, and G. Liu. 2022. “Afforestation May Accelerate the Depletion of Deep Soil Moisture on the Loess Plateau: Evidence from a Meta-Analysis.” Land Degradation & Development 33 (18): 3829–3840. https://doi.org/10.1002/ldr.4426.
  • Liu, Y., Y. Li, S. Li, and S. Motesharrei. 2015. “Spatial and Temporal Patterns of Global NDVI Trends: Correlations with Climate and Human Factors.” Remote Sensing 7 (10): 13233–13250. https://doi.org/10.3390/rs71013233.
  • Liu, Y., J. Xiao, W. Ju, K. Xu, Y. Zhou, and Y. Zhao. 2016. “Recent Trends in Vegetation Greenness in China Significantly Altered Annual Evapotranspiration and Water Yield.” Environmental Research Letters 11 (9): 94010. https://doi.org/10.1088/1748-9326/11/9/094010.
  • Ma, Y., Q. Guan, Y. Sun, J. Zhang, L. Yang, E. Yang, H. Li, and Q. Du. 2022. “Three-Dimensional Dynamic Characteristics of Vegetation and Its Response to Climatic Factors in the Qilian Mountains.” Catena 208: 105694. https://doi.org/10.1016/j.catena.2021.105694.
  • Peng, J., C. Wu, X. Zhang, X. Wang, and A. Gonsamo. 2019. “Satellite Detection of Cumulative and Lagged Effects of Drought on Autumn Leaf Senescence Over the Northern Hemisphere.” Global Change Biology 25 (6): 2174–2188. https://doi.org/10.1111/gcb.14627.
  • Qi, X., J. Jia, H. Liu, and Z. Lin. 2019. “Relative Importance of Climate Change and Human Activities for Vegetation Changes on China’s Silk Road Economic Belt Over Multiple Timescales.” Catena 180: 224–237. https://doi.org/10.1016/j.catena.2019.04.027.
  • Qiao, Y., Y. Jiang, and C. Zhang. 2021. “Contribution of Karst Ecological Restoration Engineering to Vegetation Greening in Southwest China During Recent Decade.” Ecological Indicators 121: 107081. https://doi.org/10.1016/j.ecolind.2020.107081.
  • Shi, S., J. Yu, F. Wang, P. Wang, Y. Zhang, and K. Jin. 2021. “Quantitative Contributions of Climate Change and Human Activities to Vegetation Changes Over Multiple Time Scales on the Loess Plateau.” Science of the Total Environment 755: 142419. https://doi.org/10.1016/j.scitotenv.2020.142419.
  • Stow, D., A. Hope, D. Mcguire, D. Verbyla, J. Gamon, F. Huemmrich, S. Houston, C. Racine, M. Sturm, K. Tape, et al. 2004. “Remote Sensing of Vegetation and Land-Cover Change in Arctic Tundra Ecosystems.” Remote Sensing of Environment 89 (3): 281–308. https://doi.org/10.1016/j.rse.2003.10.018.
  • Su, W., D. Yu, Z. Sun, J. Zhan, X. Liu, and Q. Luo. 2016. “Vegetation Changes in the Agricultural-Pastoral Areas of Northern China from 2001 to 2013.” Journal of Integrative Agriculture 15 (5): 1145–1156. https://doi.org/10.1016/S2095-3119(15)61159-5.
  • Sun, Z., Z. Mao, L. Yang, Z. Liu, J. Han, H. Wanag, and W. He. 2021. “Impacts of Climate Change and Afforestation on Vegetation Dynamic in the Mu Us Desert.” Ecological Indicators 129: 108020. https://doi.org/10.1016/j.ecolind.2021.108020.
  • Sundqvist, M. K., Z. Liu, R. Giesler, and D. A. Wardle. 2014. “Plant and Microbial Responses to Nitrogen and Phosphorus Addition Across An Elevational Gradient in Subarctic Tundra.” Ecology 95 (7): 1819–1835.
  • Tong, X., K. Wang, Y. Yue, M. Brandt, B. Liu, C. Zhang, C. Liao, and R. Fensholt. 2017. “Quantifying the Effectiveness of Ecological Restoration Projects on Long-Term Vegetation Dynamics in the Karst Regions of Southwest China.” International Journal of Applied Earth Observation and Geoinformation 54: 105–113. https://doi.org/10.1016/j.jag.2016.09.013.
  • Trujillo, E., N. Molotch, M. Goulden, A. Kelly, and R. Bales. 2012. “Elevation-Dependent Influence of Snow Accumulation on Forest Greening.” Nature Geoscience 5: 705–709.
  • Vicente-Serrano, S., S. Beguería, and J. Lopez-Moreno. 2010. “A Multiscalar Drought Index Sensitive to Global Warming: The Standardized Precipitation Evapotranspiration Index.” Journal of Climate 23: 1696–1718. https://doi.org/10.1175/2009JCLI2909.1.
  • Vicente-Serrano, S., C. Gouveia, J. Camarero, S. Beguería, R. Trigo, J. López-Moreno, C. Azorín-Molina, E. Pasho, J. Lorenzo-Lacruz, J. Revuelto, et al. 2013. “Response of Vegetation to Drought Time-Scales Across Global Land Biomes.” Proceedings of the National Academy of Sciences 110: 52–57. https://doi.org/10.1073/pnas.1207068110.
  • Wang, Y., T. Chen, Q. Wang, and L. Peng. 2023. “Time-Lagged and Cumulative Effects of Drought and Anthropogenic Activities on China’s Vegetation Greening from 1990 to 2018.” International Journal of Digital Earth 16 (1): 2233–2258. https://doi.org/10.1080/17538947.2023.2224086.
  • Wang, Z., M. Cheng, Y. Zhang, S. Peng, and H. Huang. 2023. “A 30 m Annual Land Cover Dataset of Chinese Loess Plateau from 1990 to 2020.” Zenodo. https://doi.org/10.5281/zenodo.10225564.
  • Wang, J., X. Li, G. Christakos, Y. Liao, T. Zhang, and X. Gu. 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.
  • Wang, F., X. Pan, G. Cynthia, X. Cao, S. Wang, L. Gu, D. Wang, and Q. Lu. 2020. “Vegetation Restoration in Northern China: A Contrasted Picture.” Land Degradation & Development 31 (6): 1–8.
  • Wang, Z., W. Yao, Q. Tang, L. Liu, P. Xiao, X. Kong, P. Zhang, F. Shi, and Y. Wang. 2018. “Continuous Change Detection of Forest/Grassland and Cropland in the Loess Plateau of China Using All Available Landsat Data.” Remote Sensing 10 (11): 1775.
  • Wei, Y., S. Sun, D. Liang, and Z. Jia. 2022. “Spatial–Temporal Variations of NDVI and Its Response to Climate in China from 2001 to 2020.” International Journal of Digital Earth 15 (1): 1463–1484. https://doi.org/10.1080/17538947.2022.2116118.
  • Wu, D., X. Zhao, S. Liang, T. Zhou, K. Huang, B. Tang, and W. Zhao. 2015. “Time-Lag Effects of Global Vegetation Responses to Climate Change.” Global Change Biology 21 (9): 3520–3531. https://doi.org/10.1111/gcb.12945.
  • Zhan, C., C. Liang, L. Zhao, S. Jiang, K. Niu, and Y. Zhang. 2022. “Drought-Related Cumulative and Time-Lag Effects on Vegetation Dynamics Across the Yellow River Basin, China.” Ecological Indicators 143: 109409. https://doi.org/10.1016/j.ecolind.2022.109409.
  • Zhang, J., Y. Zhang, N. Cong, T. Li, Z. Guang, Z. Zheng, G. Jie, Y. Zhu, and Z. Yu. 2023. “Coarse Spatial Resolution Remote Sensing Data with AVHRR and MODIS Miss the Greening Area Compared with the Landsat Data in Chinese Drylands.” Frontiers in Plant Science 14: 1129665. https://doi.org/10.3389/fpls.2023.1129665.
  • Zhao, J., S. Huang, Q. Huang, H. Wang, G. Leng, and W. Fang. 2020b. “Time-Lagged Response of Vegetation Dynamics to Climatic and Teleconnection Factors.” Catena 189: 104474. https://doi.org/10.1016/j.catena.2020.104474.
  • Zhao, A., Q. Yu, L. Feng, A. Zhang, and T. Pei. 2020a. “Evaluating the Cumulative and Time-Lag Effects of Drought on Grassland Vegetation: A Case Study in the Chinese Loess Plateau.” Journal of Environmental Management 261: 110214. https://doi.org/10.1016/j.jenvman.2020.110214.
  • Zheng, K., J. Wei, J. Pei, H. Cheng, X. Zhang, F. Huang, and F. Li. 2019. “Impacts of Climate Change and Human Activities on Grassland Vegetation Variation in the Chinese Loess Plateau.” Science of the Total Environment 660: 236–244. https://doi.org/10.1016/j.scitotenv.2019.01.022.