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Articles

Time-lagged and cumulative effects of drought and anthropogenic activities on China's vegetation greening from 1990 to 2018

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Pages 2233-2258 | Received 22 Dec 2022, Accepted 07 Jun 2023, Published online: 14 Jun 2023

References

  • Adnan, R. M., R. R. Mostafa, A. M. T. Islam, A. D. Gorgij, A. Kuriqi, and O. Kisi. 2021. “Improving Drought Modeling Using Hybrid Random Vector Functional Link Methods.” Water 13: 3379. https://doi.org/10.3390/w13233379.
  • Allen, C. D., A. K. Macalady, H. Chenchouni, D. Bachelet, N. McDowell, M. Vennetier, T. Kitzberger, et al. 2010. “A Global Overview of Drought and Heat-Induced Tree Mortality Reveals Emerging Climate Change Risks for Forests.” Forest Ecology and Management 259: 660–684. https://doi.org/10.1016/j.foreco.2009.09.001.
  • An, X. X., W. P. Jin, H. Q. Zhang, Y. Liu, and M. Zhang. 2022. “Analysis of Long-Term Wetland Variations in China Using Land use/Land Cover Dataset Derived from Landsat Images.” Ecological Indicators 145 (19): 109689. https://doi.org/10.1016/j.ecolind.2022.109689.
  • Anderegg, W. R. L., C. Schwalm, F. Biondi, J. J. Camarero, G. Koch, M. Litvak, K. Ogle, et al. 2015. “Pervasive Drought Legacies in Forest Ecosystems and Their Implications for Carbon Cycle Models.” Science 349: 528–532. https://doi.org/10.1126/science.aab1833.
  • Bae, S., S. H. Lee, S. H. Yoo, and T. Kim. 2018. “Analysis of Drought Intensity and Trends Using the Modified SPEI in South Korea from 1981 to 2010.” Water 10 (3): 327. https://doi.org/10.3390/w10030327.
  • Barnes, M. L., M. S. Moran, R. L. Scott, T. E. Kolb, G. E. Ponce-Campos, D. J. P. Moore, M. A. Ross, et al. 2016. “Vegetation Productivity Responds to sub-Annual Climate Conditions Across Semiarid Biomes.” Ecosphere (Washington, D C) 7: e01339. https://doi.org/10.1002/ecs2.1339.
  • Cao, Q., D. Y. Yu, M. Georgescu, J. G. Wu, and W. Wang. 2018. “Impacts of Future Urban Expansion on Summer Climate and Heat-Related Human Health in Eastern China.” Environment International 112: 134–146. https://doi.org/10.1016/j.envint.2017.12.027.
  • Chen, J., F. P. Brissette, and R. Leconte. 2011. “Uncertainty of Downscaling Method in Quantifying the Impact of Climate Change on Hydrology.” Journal of Hydrology 401: 190–202. https://doi.org/10.1016/j.jhydrol.2011.02.020.
  • Chen, B. X., X. Z. Zhang, J. Tao, J. S. Wu, J. S. Wang, P. L. Shi, Y. J. Zhang, and C. Q. Yu. 2014. “The Impact of Climate Change and Anthropogenic Activities on Alpine Grassland Over the Qinghai-Tibet Plateau.” Agricultural and Forest Meteorology 189–190: 11–18. https://doi.org/10.1016/j.agrformet.2014.01.002.
  • Dannenberg, M. P., C. Song, T. Hwang, and E. K. Wise. 2015. “Empirical Evidence of El Niño–Southern Oscillation Influence on Land Surface Phenology and Productivity in the Western United States.” Remote Sensing of Environment 159: 167–180. https://doi.org/10.1016/j.rse.2014.11.026.
  • De Jong, R., S. De Bruin, A. De Wit, M. E. Schaepman, and D. L. Dent. 2011. “Analysis of Monotonic Greening and Browning Trends from Global NDVI Time-Series.” Remote Sensing of Environment 115 (2): 692–702. https://doi.org/10.1016/j.rse.2010.10.011.
  • Deoli, V., D. Kumar, and A. Kuriqi. 2022. “Detection of Water Spread Area Changes in Eutrophic Lake Using Landsat Data.” Sensors 22: 6827. https://doi.org/10.3390/s22186827.
  • Ding, Y. X., and S. Z. Peng. 2021. “Spatiotemporal Change and Attribution of Potential Evapotranspiration Over China from 1901 to 2100.” Theoretical and Applied Climatology 145: 79–94. https://doi.org/10.1007/s00704-021-03625-w.
  • Di Stefano, C. D., and V. Ferro. 1997. “Estimation of Evapotranspiration by Hargreaves Formula and Remotely Sensed Data in Semi-Arid Mediterranean Areas.” Journal of Agricultural Engineering Research 68 (3): 189–199. https://doi.org/10.1006/jaer.1997.0166.
  • D’Orangeville, L., J. Maxwell, D. Kneeshaw, N. Pederson, L. Duchesne, T. Logan, D. Houle, et al. 2018. “Drought Timing and Local Climate Determine the Sensitivity of Eastern Temperate Forests to Drought.” Global Change Biology 24: 2339–2351. https://doi.org/10.1111/gcb.14096.
  • Fan, Y., G. Miguez-Macho, E. G. Jobbágy, R. B. Jackson, and C. Otero-Carlos. 2017. “Hydrologic Regulation of Plant Rooting Depth.” Proceedings of the National Academy of Sciences of the United States of America 114: 10572–10577. https://doi.org/10.1073/pnas.1712381114.
  • Fang, X., X. Y. Li, Y. Y. Xiang, C. L. Hao, Y. Zhao, and Y. F. Zhang. 2020. “Cumulative Impact of Anthropogenic Nutrient Inputs on Lagoon Ecosystems-A Case Study of Xincun Lagoon, Hainan, China.” Regional Studies in Marine Science 35: 101213. https://doi.org/10.1016/j.rsma.2020.101213.
  • Fang, X. Q., Q. A. Zhu, L. L. Ren, H. Chen, K. Wang, and C. H. Peng. 2018. “Large-scale Detection of Vegetation Dynamics and Their Potential Drivers Using MODIS Images and BFAST: A Case Study in Quebec, Canada.” Remote Sensing of Environment 206: 391–402. https://doi.org/10.1016/j.rse.2017.11.017.
  • Feng, Q., W. W. Zhao, X. P. Hu, Y. Liu, S. Daryanto, and F. Cherubini. 2020. “Trading-off Ecosystem Services for Better Ecological Restoration: A Case Study in the Loess Plateau of China.” Journal of Cleaner Production 257: 120449. https://doi.org/10.1016/j.jclepro.2020.120469.
  • Flower, C. E., and M. A. Gonzalez-Meler. 2015. “Responses of Temperate Forest Productivity to Insect and Pathogen Disturbances.” Annual Review of Plant Biology 66: 547–569. https://doi.org/10.1146/annurev-arplant-043014-115540.
  • Forzieri, G., V. Dakos, N. G. McDowell, A. Ramdane, and A. Cescatti. 2022. “Emerging Signals of Declining Forest Resilience Under Climate Change.” Nature 608: 534–539. https://doi.org/10.1038/s41586-022-04959-9.
  • Gonsamo, A., J. M. Chen, and Y. W. Ooi. 2018. “Peak Season Plant Activity Shift Towards Spring is Reflected by Increasing Carbon Uptake by Extratropical Ecosystems.” Global Change Biology 24: 2117–2128. https://doi.org/10.1111/gcb.14001.
  • Goulden, M. L., and R. C. Bales. 2019. “California Forest die-of Linked to Multi-Year Deep Soil Drying in 2012–2015 Drought.” Nature Geoscience 12: 632–637. https://doi.org/10.1038/s41561-019-0388-5.
  • Green, J. K., J. Berry, P. Ciais, Y. Zhang, and P. Gentine. 2020. “Amazon Rainforest Photosynthesis Increases in Response to Atmospheric Dryness.” Advanced Science 6 (47): eabb723. https://doi.org/10.1126/sciadv.abb7232.
  • Gu, C. L., and H. F. Pang. 2009. “Evolution of Chinese Urbanization Spaces: Kernel Spatial Approach.” Scientia Geographica Sinica 29 (1): 10–14. https://doi.org/10.1016/0022-2836(86)90329-3.
  • Gu, L., J. B. Yin, and L. J. Slater. 2022. “Global Increases in Compound Flood-Hot Extreme Hazards Under Climate Warming.” Geophysical Research Letters 49 (8): e2022GL097726. https://doi.org/10.1029/2022GL097726.
  • Guo, H., A. M. Bao, T. Liu, F. Ndayisaba, L. L. Jiang, G. X. Zheng, T. Chen, et al. 2019. “Determining Variable Weights for an Optimal Scaled Drought Condition Index (OSDCI): Evaluation in Central Asia.” Remote Sensing of Environment 231: 111220. https://doi.org/10.1016/j.rse.2019.111220.
  • Guo, B., W. Q. Luo, W. Q. Zang, and W. Luo. 2020. “Spatial-temporal Shifts of Ecological Vulnerability of Karst Mountain Ecosystem-Impacts of Global Change and Anthropogenic Interference.” Science of the Total Environment 741: 140256. https://doi.org/10.1016/j.scitotenv.2020.140256.
  • Guo, L., M. Luo, C. S. Zhangyang, C. Zeng, S. Q. Wang, and H. T. Zhang. 2018. “Spatial Modelling of Soil Organic Carbon Stocks with Combined Principal Component Analysis and Geographically Weighted Regression.” The Journal of Agricultural Science 156 (6): 774–784. https://doi.org/10.1017/S0021859618000709.
  • Guo, X. M., S. Q. Tong, J. Y. Ren, H. Ying, and Y. H. Bao. 2021. “Dynamics of Vegetation Net Primary Productivity and Its Response to Drought in the Mongolian Plateau.” Atmosphere 12 (12): 1587. https://doi.org/10.3390/atmos12121587.
  • Hamunyela, E., J. Verbesselt, and M. Herold. 2016. “Using Spatial Context to Improve Early Detection of Deforestation from Landsat Time Series.” Remote Sensing of Environment 172: 126–138. https://doi.org/10.1016/j.rse.2015.11.006.
  • Hawinkel, P., E. Swinnen, S. Lhermitte, B. Verbist, J. Van Orshoven, and B. Muys. 2015. “A Time Series Processing Tool to Extract Climate-Driven Interannual Vegetation Dynamics Using Ensemble Empirical Mode Decomposition (EEMD).” Remote Sensing of Environment 169: 375–389. https://doi.org/10.1016/j.rse.2015.08.024.
  • He, B., D. Huang, B. Kong, K. Liu, C. Zhou, L. Q. Sun, and L. Ning. 2022b. “Spatial Variations in Vegetation Greening in 439 Chinese Cities from 2001 to 2020 Based on Moderate Resolution Imaging Spectroradiometer Enhanced Vegetation Index Data.” Frontiers in Ecology and Evolution 10: 859542. https://doi.org/10.3389/fevo.2022.859542.
  • He, W., W. M. Ju, F. Jiang, N. Parazoo, P. Gentine, X. C. Wu, C. H. Zhang, et al. 2021. “Peak Growing Season Patterns and Climate Extremes-Driven Responses of Gross Primary Production Estimated by Satellite and Process Based Models Over North America.” Agricultural and Forest Meteorology 298–299: 108292. https://doi.org/10.1016/j.agrformet.2020.108292.
  • He, Y., D. Manful, R. Warren, N. Forstenhausler, T. J. Osborn, J. Price, R. Jenkins, et al. 2022a. “Quantification of Impacts Between 1.5 and 4 °C of Global Warming on Flooding Risks in six Countries.” Nature Climate Change 170(1–2): 1–21. https://doi.org/10.1007/s10584-021-03289-5.
  • Huang, M. T., X. H. Wang, T. F. Keenan, and S. L. Piao. 2018. “Drought Timing Influences the Legacy of Tree Growth Recovery.” Global Change Biology 24 (8): 3546–3559. https://doi.org/10.1111/gcb.14294.
  • Hyka, I., A. Hysa, S. Dervishi, M. K. Solomun, A. Kuriqi, D. K. Vishwakarma, and P. Sestras. 2022. “Spatiotemporal Dynamics of Landscape Transformation in Western Balkans’ Metropolitan Areas.” Land 11: 1892. https://doi.org/10.3390/land11111892.
  • Jackson, R. D. 1982. “Soil-moisture Inferences from Thermal-Infrared Measurements of Vegetation Temperatures.” IEEE Trans Geosci Remote Sensing 20 (3): 282–286. https://doi.org/10.1109/TGRS.1982.350444.
  • Jensenet, M. E., R. D. Burman, and R. G. Allen. 1990. Evapotranspiration and Irrigation Water Requirements. ASCE Manuals and Reports on Engineering Practices. New York: The United States American Society of Civil Engineers.
  • Ji, Y. D., Y. Li, N. Yao, A. Biswas, Y. F. Zou, Q. T. Meng, and F. G. Liu. 2021. “The Lagged Effect and Impact of Soil Moisture Drought on Terrestrial Ecosystem Water use Efficiency.” Ecological Indicators 133: 108349. https://doi.org/10.1016/j.ecolind.2021.108349.
  • Jin, K., F. Wang, Q. L. Zong, P. Qin, C. X. Liu, and S. X. Wang. 2021. “Spatiotemporal Differences in Climate Change Impacts on Vegetation Cover in China from 1982 to 2015.” Environmental Science and Pollution Research 29: 10263–10276. https://doi.org/10.1007/s11356-021-16440-7.
  • Jin, C. L., Y. Xue, X. X. Jiang, S. H. Wu, and Y. X. Sun. 2022. “Retrieval and Validation of Long-Term Aerosol Optical Depth from AVHRR Data Over China.” International Journal of Digital Earth 15: 1817–1833. https://doi.org/10.1080/17538947.2022.2138590.
  • Ju, X. H., W. F. Li, L. He, J. R. Li, L. J. Han, and J. Q. Mao. 2020. “Ecological Redline Policy may Significantly Alter Urban Expansion and Affect Surface Runoff in the Beijing-Tianjin-Hebei Megaregion of China.” Environmental Research Letters 15 (10): 1040b1. https://doi.org/10.1088/1748-9326/abb4ff.
  • Kang, W. P., T. Wang, and S. L. Liu. 2018. “The Response of Vegetation Phenology and Productivity to Drought in Semi-Arid Regions of Northern China.” Remote Sensing 10 (5): 727. https://doi.org/10.3390/rs10050727.
  • Koch, A. 2022. “Peaking Productivity by 2060.” Nature Climate Change 12: 505–506. https://doi.org/10.1038/s41558-022-01370-0.
  • Kong, D. X., C. Y. Miao, J. W. Wu, H. Y. Zheng, and S. H. Wu. 2020. “Time lag of Vegetation Growth on the Loess Plateau in Response to Climate Factors: Estimation, Distribution, and Influence.” Science of the Total Environment 744: 140726. https://doi.org/10.1016/j.scitotenv.2020.140726.
  • Korpinen, S., and J. H. Andersen. 2016. “A Global Review of Cumulative Pressure and Impact Assessments in Marine Environments.” Frontiers in Marine Science 3: 153. https://doi.org/10.3389/fmars.2016.00153.
  • Kwon, H. J., and S. J. Kim. 2006. “Evaluation of Semi-Distributed Hydrological Drought Using SWSI (Surface Water Supply Index).” Journal of the Korean Society of Agricultural Engineers 48 (2): 37–43. https://doi.org/10.1007/s12205-010-0827-8.
  • Labonte-Raymond, P. L., T. Pabst, B. Bussiere, and E. Bresson. 2020. “Impact of Climate Change on Extreme Rainfall Events and Surface Water Management at Mine Waste Storage Facilities.” Journal of Hydrology 590: 1253583. https://doi.org/10.1016/j.jhydrol.2020.125383.
  • Lewis, S. L., P. M. Brandom, O. L. Phillips, G. M. Van der Heijden, and D. Nepstad. 2011. “The 2010 Amazon Drought.” Science 331: 554. https://doi.org/10.1126/science.1200807.
  • Li, P., J. Wang, M. M. Liu, Z. H. Xue, A. Bagherzadeh, and M. Y. Liu. 2021. “Spatio-temporal Variation Characteristics of NDVI and its Response to Climate on the Loess Plateau from 1985 to 2015.” Catena 203: 105331. https://doi.org/10.1016/j.catena.2021.105331.
  • Li, Z., T. Zhou, X. Zhao, K. C. Huang, S. Gao, H. Wu, and H. Luo. 2015. “Assessments of Drought Impacts on Vegetation in China with the Optimal Time Scales of the Climatic Drought Index.” International Journal of Environmental Research and Public Health 12: 7615–7634. https://doi.org/10.3390/ijerph120707615.
  • Liu, H., Y. Deng, and X. Q. Liu. 2021. “The Contribution of Forest and Grassland Change was Greater Than That of Cropland in Human-Induced Vegetation Greening in China, Especially in Regions with High Climate Variability.” Science of the Total Environment 729: 148408. https://doi.org/10.1016/j.scitotenv.2021.148408.
  • Młyński, D., A. Wałęga, and A. Kuriqi. 2021. “Influence of Meteorological Drought on Environmental Flows in Mountain Catchments.” Ecological Indicators 133: 108460. https://doi.org/10.1016/j.ecolind.2021.108460.
  • Mukherjee, F. 2022. “Environmental Impacts of Urban Sprawl in Surat, Gujarat: An Examination Using Landsat Data. J. Indian Soc.” Remote Sensing 50: 1003–1020. https://doi.org/10.1007/s12524-022-01509-8.
  • Ning, T. T., W. Z. Liu, W. Lin, and X. Q. Song. 2015. “NDVI Variation and its Responses to Climate Change on the Northern Loess Plateau of China from 1998 to 2012.” Advances in Meteorology 725427: 1–10. https://doi.org/10.1155/2015/725427.
  • Palmer, W. C. 1965. Meteorological Drought. Washington, D. C: U.S. Weather Bureau.
  • Paluch, J. 2021. “The Stochastic Backward Shifts Model Better Corresponds to the Fine-Scale Structural Heterogeneity of old-Growth Abies-Fagus-Picea Forests Than the Ontogenic Life Cycle Model.” Forest Ecology and Management 486: 118978. https://doi.org/10.1016/j.foreco.2021.118978.
  • Pan, N. Q., X. M. Feng, B. J. Fu, S. Wang, F. Ji, and S. F. Pan. 2018. “Increasing Global Vegetation Browning Hidden in Overall Vegetation Greening: Insights from Time-Varying Trends.” Remote Sensing Of Environment 214: 59–72. https://doi.org/10.1016/j.rse.2018.05.018.
  • Pasho, E., J. Lorenzolacruz, and J. Revuelto. 2012. “Response of Vegetation to Drought Time-Scales Across Global Land Biomes.” Proceedings of the National Academy of Sciences of the United States of America 110: 52–57. https://doi.org/10.1073/pnas.1207068110.
  • Peng, S. Z. 2020. “1-km Monthly Precipitation Dataset for China (1901-2021).” National Tibetan Plateau/Third Pole Environment Data Center. Accessed 6 February 2023. https://data.tpdc.ac.cn/zh-hans/data/faae7605-a0f2-4d18-b28f-5cee413766a2.
  • Peng, S. Z. 2022. “1 km Monthly Potential Evapotranspiration Dataset in China (1990-2021).” National Tibetan Plateau/Third Pole Environment Data Center. Accessed 6 February 2023. https://data.tpdc.ac.cn/zh-hans/data/8b11da09-1a40-4014-bd3d-2b86e6dccad4.
  • Peng, S. Z., Y. X. Ding, W. Z. Liu, and Z. Li. 2019b. “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.
  • Peng, J., C. Y. Wu, X. Y. Zhang, X. Y. Wang, and A. Gonsamo. 2019a. “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.
  • Price, J., R. Warren, N. Forstenhusler, C. Wallace, R. Jenkins, T. J. Osborn, and D. P. Van Vuuren. 2022. “Quantification of Meteorological Drought Risks Between 1.5°C and 4°C of Global Warming in six Countries.” Climatic Change 174 (1): 1–16. https://doi.org/10.1007/s10584-022-03359-2.
  • Reichstein, M., M. Bahn, P. Ciais, D. Frank, M. D. Mahecha, S. I. Seneviratne, J. Zscheischler, et al. 2013. “Climate Extremes and the Carbon Cycle.” Nature 500: 287–295. https://doi.org/10.1038/nature12350.
  • Richardson, A. D., T. F. Keenan, M. Migliavacca, Y. Ryu, O. Sonnentag, and M. Toomey. 2013. “Climate Change, Phenology, and Phenological Control of Vegetation Feedbacks to the Climate System.” Agricultural and Forest Meteorology 169: 156–173. https://doi.org/10.1016/j.agrformet.2012.09.012.
  • Samanta, A., S. Ganguly, H. Hashimoto, S. Devadiga, E. F. Vermote, Y. Knyazikhin, R. R. Nemani, and R. B. Myneni. 2010. “Amazon Forests did not Green-up During the 2005 Drought.” Geophysical Research Letters 37: 137–147. https://doi.org/10.1029/2009GL042154.
  • Smith, T., D. Traxl, and N. Boers. 2022. “Empirical Evidence for Recent Global Shifts in Vegetation Resilience.” Nature Climate Change 12: 477–484. https://doi.org/10.1038/s41558-022-01352-2.
  • Stehfest, E., D. Van Vuuren, and T. Kram. 2014. “Integrated Assessment of Global Environmental Change with IMAGE 3.0. Model Description and Policy Applications.” BESnet. Accessed 5 February 2023. https://www.besnet.world/.
  • Sun, Y. L., Y. L. Yang, L. Zhang, and Z. L. Wang. 2015. “The Relative Roles of Climate Variations and Human Activities in Vegetation Change in North China.” Physics and Chemistry of the Earth 87–88: 67–78. https://doi.org/10.1016/j.pce.2015.09.017.
  • Tian, H. Q., G. S. Chen, M. L. Liu, C. Zhang, G. Sun, C. Q. Lu, X. F. Xu, W. Ren, S. F. Pan, and A. Chappelka. 2010. “Model Estimates of net Primary Productivity, Evapotranspiration, and Water use Efficiency in the Terrestrial Ecosystems of the Southern United States During 1895–2007.” Forest Ecosystem Management 259 (7): 1311–1327. https://doi.org/10.1016/j.foreco.2009.10.009.
  • Tong, X. W., M. Brandt, Y. M. Yue, P. Ciais, M. R. Jepsen, J. Penuelas, J. P. Wigneron, et al. 2020. “Forest Management in Southern China Generates Short Term Extensive Carbon Sequestration.” Nature Communication 11: 129. https://doi.org/10.1038/s41467-019-13798-8.
  • Tong, X. W., K. L. Wang, Y. M. Yue, M. Brandt, B. Liu, C. H. Zhang, C. J. 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.
  • Verbesselt, J., R. Hyndman, A. Zeileis, and D. Culvenor. 2010. “Phenological Change Detection While Accounting for Abrupt and Gradual Trends in Satellite Image Time Series.” Remote Sensing of Environment 114: 2970–2980. https://doi.org/10.1016/j.rse.2010.08.003.
  • Verbesselt, J., A. Zeileis, and M. Herold. 2012. “Near Real-Time Disturbance Detection Using Satellite Image Time Series.” Remote Sensing of Environment 123v: 98–108. https://doi.org/10.1016/j.rse.2012.02.022.
  • Vicente-Serrano, S. M., S. Beguería, and J. I. López-Moreno. 2010a. “A Multiscalar Drought Index Sensitive to Global Warming: The Standardized Precipitation Evapotranspiration Index.” Journal of Climate 23 (7): 1696–1718. https://doi.org/10.1175/2009JCLI2909.1.
  • Vicente-Serrano, S. M., S. Beguería, J. I. López-Moreno, M. Angulo, and A. El Kenawy. 2010b. “A New Global 0.5° Gridded Dataset (1901–2006) of a Multiscalar Drought Index: Comparison with Current Drought Index Datasets Based on the Palmer Drought Severity Index.” Journal of Hydrometeorology 11 (4): 1033–1043. https://doi.org/10.1175/2010JHM1224.1.
  • Vicente-Serrano, S. M., C. Gouveia, J. J. Camarero, S. Begueria, R. Trigo, J. I. Lopez-Moreno, C. Azorin-Molina, et al. 2012. “Response of Vegetation to Drought Time-Scales Across Global Land Biomes.” Proceedings of the National Academy of Sciences of the United States of America 110: 52–57. https://doi.org/10.1073/pnas.1207068110.
  • Vitali, V., D. I. Forrester, and J. Bauhus. 2018. “Know Your Neighbours: Drought Response of Norway Spruce, Silver fir and Douglas fir in Mixed Forests Depends on Species Identity and Diversity of Tree Neighbourhoods.” Ecosystems 21: 1215–1229. https://doi.org/10.1007/s10021-017-0214-0.
  • Wang, J., J. Peng, M. Y. Zhao, Y. X. Liu, and Y. Q. Chen. 2017. “Significant Trade-off for the Impact of Grain-for-Green Programme on Ecosystem Services in North-Western Yunnan, China.” Science of the Total Environment 574: 57–64. https://doi.org/10.1016/j.scitotenv.2016.09.026.
  • Wang, T., X. J. Tu, V. P. Singh, X. H. Chen, and K. R. Lin. 2021a. “Global Data Assessment and Analysis of Drought Characteristics Based on CMIP6.” Journal of Hydrology 596 (126091): 1–14. https://doi.org/10.1016/j.jhydrol.2021.126091.
  • Wang, W. Y., J. C. Yuan, S. M. Gao, T. Li, Y. J. Li, N. Vinay, F. Mo, Y. C. Liao, and X. X. Wen. 2020. “Conservation Tillage Enhances Crop Productivity and Decreases Soil Nitrogen Losses in a Rainfed Agroecosystem of the Loess Plateau, China.” Journal of Cleaner Production 274: 122854. https://doi.org/10.1016/j.jclepro.2020.122854.
  • Wang, Q. F., J. Y. Zeng, J. Y. Qi, X. S. Zhang, Y. Zeng, W. Shui, Z. H. Xu, R. R. Zhang, X. P. Wu, and J. Cong. 2021b. “A Multi-Scale Daily SPEI Dataset for Drought Characterization at Observation Stations Over Mainland China from 1961 to 2018.” Earth System Science Data 13: 331–341. https://doi.org/10.5194/essd-13-331-2021.
  • Wang, Z. L., R. D. Zhong, C. G. Lai, Z. Y. Zeng, Y. Q. Lian, and X. Y. Bai. 2018. “Climate Change Enhances the Severity and Variability of Drought in the Pearl River Basin in South China in the 21st Century.” Agricultural and Forest Meteorology 249: 149–162. https://doi.org/10.1016/j.agrformet.2017.12.077.
  • Wei, X. N., W. He, Y. L. Zhou, W. M. Ju J, F. Xiao, X. Li, Y. B. Liu S, H. Xu, et al. 2022. “Global Assessment of Lagged and Cumulative Effects of Drought on Grassland Gross Primary Production.” Ecological Indicators 136: 108646. https://doi.org/10.1016/j.ecolind.2022.108646.
  • Wen, Z. F., S. J. Wu, J. L. Chen, and M. Q. Lu. 2017. “NDVI Indicated Long-Term Interannual Changes in Vegetation Activities and Their Responses to Climatic and Anthropogenic Factors in the Three Gorges Reservoir Region, China.” Science of the Total Environment 574: 947–959. https://doi.org/10.1016/j.scitotenv.2016.09.049.
  • Wu, Z. H., and N. E. Huang. 2009. “Ensemble Empirical Mode Decomposition: A Noise-Assisted Data Analysis Method.” Advances in Adaptive Data Analysis 1 (1): 1–41. https://doi.org/10.1142/S1793536909000047.
  • Wu, M. M., Z. N. Wu, W. Ge, H. L. Wang, Y. X. Shen, and M. M. Jiang. 2021. “Identification of Sensitivity Indicators of Urban Rainstorm Flood Disasters: A Case Study in China.” Journal of Hydrology 599: 126393. https://doi.org/10.1016/j.jhydrol.2021.126393.
  • Wu, D. H., X. Zhao, S. L. Liang, T. Zhou, K. C. Huang, B. J. Tang, and W. Q. Zhao. 2015. “Time-lag Effects of Global Vegetation Responses to Climate Change.” Global Change Biology 21: 3520–3531. https://doi.org/10.1111/gcb.12945.
  • Xie, Y. Y., X. J. Wang, and J. A. Silander Jr. 2015. “Deciduous Forest Responses to Temperature, Precipitation, and Drought Imply Complex Climate Change Impacts.” Proceedings of the National Academy of Sciences of the United States of America 112 (44): 13585–13590. https://doi.org/10.1073/pnas.1509991112.
  • Xu, Y., M. Price, B. Yang, K. Zhang, N. Yang, X. X. Tang, J. H. Ran, Y. Yi, and B. Wang. 2022b. “Have China’s National Forest Reserves Designated Since 1990 Conserved Forests Effectively?” Journal of Environmental Management 306: 114485. https://doi.org/10.1016/j.jenvman.2022.114485.
  • Xu, Y., and Y. P. Yang. 2022a. “A 5 km Resolution Dataset of Monthly NDVI Product of China (1982–2020).” China Scientific Data 7 (1): 1–9. https://doi.org/10.11922/11-6035.csd.2021.0041.zh.
  • Yan, W. M., Y. Q. W. Zhong, and Z. P. Shang Guan. 2017. “Responses of Different Physiological Parameter Thresholds to Soil Water Availability in Four Plant Species During Prolonged Drought.” Agricultural and Forest Meteorology 247: 311–319. https://doi.org/10.1016/j.agrformet.2017.08.017.
  • Yang, L. Q., Q. Y. Guan, J. K. Lin, J. Tian, Z. Tan, and H. C. Li. 2021. “Evolution of NDVI Secular Trends and Responses to Climate Change: A Perspective from Nonlinearity and Nonstationarity Characteristics.” Remote Sensing of Environment 254: 112247. https://doi.org/10.1016/j.rse.2020.112247.
  • Yang, J., and X. Huang. 2021. “The 30 m Annual Land Cover Dataset and Its Dynamics in China from 1990 to 2019.” Zenodo. Accessed 6 February 2023. https://doi.org/10.5281/zenodo.5816591.
  • Yang, Q., G. Y. Liu, F. Agostinho, B. F. Giannetti, and Z. F. Yang. 2022. “Assessment of Ecological Restoration Projects Under Water Limits: Finding a Balance Between Nature and Human Needs.” Journal of Environmental Management 311: 114849. https://doi.org/10.1016/j.jenvman.2022.114849.
  • Yang, H. F., S. J. Mu, and J. L. Li. 2014. “Effects of Ecological Restoration Projects on Land use and Land Cover Change and its Influences on Territorial NPP in Xinjiang, China.” Catena 115 (4): 85–95. https://doi.org/10.1016/j.catena.2013.11.020.
  • Yang, L., F. X. Shen, L. Zhang, Y. Y. Cai, F. X. Yi, and C. H. Zhou. 2020. “Quantifying Influences of Natural and Anthropogenic Factors on Vegetation Changes Using Structural Equation Modeling: A Case Study in Jiangsu Province, China.” Journal of Cleaner Production 280 (2): 124330. https://doi.org/10.1016/j.jclepro.2020.124330.
  • Yin, J. B., P. Gentine, L. Slater, L. Gu, Y. Pokhrel, N. Hanasaki, S. L. Guo, L. H. Guo, L. H. Xiong, and W. Schlenker. 2023. “Future Socio-Ecosystem Productivity Threatened by Compound Drought–Heatwave Events.” Nature Sustainability 6 (3): 259–272. https://doi.org/10.1038/s41893-022-01024-1.
  • Zeng, Z. Q., W. X. Wu, Q. S. Ge, Z. L. Li, X. Y. Wang, Y. Zhou, Z. T. Zhang, et al. 2021. “Legacy Effects of Spring Phenology on Vegetation Growth Under Preseason Meteorological Drought in the Northern Hemisphere.” Agricultural and Forest Meteorology 310 (9): 108630. https://doi.org/10.1016/j.agrformet.2021.108630.
  • Zhai, R., F. L. Tao, U. Lall, B. J. Fu, and J. Jagermeyr. 2020. “Larger Drought and Flood Hazards and Adverse Impacts on Population and Economic Productivity Under 2.0 Than 1.5°C Warming.” Earth’s Future 8 (7): e2019EF001398. https://doi.org/10.1029/2019EF001398.
  • Zhang, L., E. I. Ameca, G. Cowlishaw, N. Pettorelli, W. Foden, and G. M. Mace. 2019. “Global Assessment of Primate Vulnerability to Extreme Climatic Events.” Nature Climate Change 9: 554–561. https://doi.org/10.1038/s41558-019-0508-7.
  • Zhang, Y., T. F. Keenan, and S. Zhou. 2021. “Exacerbated Drought Impacts on Global Ecosystems due to Structural Overshoot.” Nature Ecology and Evolution 11: 1490–1498. https://doi.org/10.1038/s41559-021-01551-8.
  • Zhang, Q., D. D. Kong, V. P. Singh, and P. J. Shi. 2017. “Response of Vegetation to Different Time-Scales Drought Across China: Spatiotemporal Patterns, Causes and Implications.” Global and Planetary Change 152: 1–11. https://doi.org/10.1016/j.gloplacha.2017.02.008.
  • Zhang, X., M. S. Moran, X. Zhao, S. H. Liu, T. Zhou, G. E. Ponce-Campos, and F. Liu. 2014. “Impact of Prolonged Drought on Rainfall use Efficiency Using MODIS Data Across China in the Early 21st Century.” Remote Sensing of Environment 150: 188–197. https://doi.org/10.1016/j.rse.2014.05.003.
  • Zhang, Y. C., S. L. Piao, Y. Sun, B. M. Rogers, X. Y. Li, X. Lian, A. P. Chen, and J. Penuelas. 2022a. “Future Reversal of Warming-Enhanced Vegetation Productivity in the Northern Hemisphere.” Nature Climate Change 12: 581–586. https://doi.org/10.1038/s41558-022-01374-w.
  • Zhang, Q., R. Shi, V. P. Singh, C. Y. Xu, H. Q. Yu, K. K. Fan, and Z. X. Wu. 2022c. “Droughts Across China: Drought Factors, Prediction and Impacts.” Science of the Total Environment 803: 15008. https://doi.org/10.1016/j.scitotenv.2021.150018.
  • Zhang, X. M., Y. M. Yue, X. W. Tong, K. L. Wang, X. K. Qi, C. X. Deng, and M. Brandt. 2022b. “Eco-engineering Controls Vegetation Trends in Southwest China Karst.” Science of the Total Environment 770: 145160. https://doi.org/10.1016/j.scitotenv.2021.145160.
  • Zhang, H., S. M. Zhang, and Z. D. Liu. 2020. “Evolution and Influencing Factors of China’s Rural Population Distribution Patterns Since 1990.” PLoS One 15: e233637. https://doi.org/10.1371/journal.pone.0233637.
  • Zhao, D. M., and J. Wu. 2017. “The Influence of Urban Surface Expansion in China on Regional Climate.” Journal of Climate 30: 1061–1080. https://doi.org/10.1175/JCLI-D-15-0604.1.
  • Zhao, F. B., Y. P. Wu, X. W. Yin, K. Sun, Ma Shuai, S. N. Zhang, S. G. Liu, W. K. Wang, and J. Chen. 2022. “Projected Changes in Population Exposure to Drought in China Under CMIP6 Forcing Scenarios.” Atmospheric Environment 282: 119162. https://doi.org/10.1016/j.atmosenv.2022.119162.
  • Zhao, A. Z., Q. Y. Yu, L. L. Feng, A. B. Zhang, and T. Pei. 2020. “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.
  • Zhe, M., and X. Q. Zhang. 2021. “Time-lag Effects of NDVI Responses to Climate Change in the Yamzhog Yumco Basin, South Tibet.” Ecological Indicators 124: 107431. https://doi.org/10.1016/j.ecolind.2021.107431.
  • Zhou, M. Z., G. S. Zhou, X. M. Lyu, L. Zhou, and Y. H. Ji. 2018. “CMIP5-based Threshold-Crossing Times of 1.5° and 2° Global Warming Above pre-Industrial Levels.” Advances in Climate Change Research 14 (3): 221–227. https://doi.org/10.12006/j.issn.1673-1719.2017.230.
  • Zhu, Z. C., S. L. Piao, R. B. Myneni, M. T. Huang, Z. Z. Zeng, J. G. Canadell, P. Ciais, S. Sitch, P. Friedlingstein, and A. Arneth. 2016. “Greening of the Earth and its Drivers.” Nature Climate Change 6: 791–795. https://doi.org/10.1038/nclimate3004.