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Title: Greening of the Earth and its drivers

Abstract

Global environmental change is rapidly altering the dynamics of terrestrial vegetation, with consequences for the functioning of the Earth system and provision of ecosystem services1, 2. Yet how global vegetation is responding to the changing environment is not well established. Here we use three long-term satellite leaf area index (LAI) records and ten global ecosystem models to investigate four key drivers of LAI trends during 1982 2009. We show a persistent and widespread increase of growing season integrated LAI (greening) over 25% to 50% of the global vegetated area, whereas less than 4% of the globe shows decreasing LAI (browning). Factorial simulations with multiple global ecosystem models suggest that CO2 fertilization effects explain 70% of the observed greening trend, followed by nitrogen deposition (9%), climate change (8%) and land cover change (LCC) (4%). CO2 fertilization effects explain most of the greening trends in the tropics, whereas climate change resulted in greening of the high latitudes and the Tibetan Plateau. LCC contributed most to the regional greening observed in southeast China and the eastern United States. In conclusion, the regional effects of unexplained factors suggest that the next generation of ecosystem models will need to explore the impacts of forest demography,more » differences in regional management intensities for cropland and pastures, and other emerging productivity constraints such as phosphorus availability.« less

Authors:
 [1];  [1];  [2];  [3];  [3]; ORCiD logo [4];  [5];  [6]; ORCiD logo [6];  [7];  [8];  [9]; ORCiD logo [10]; ORCiD logo [11];  [3];  [3];  [3];  [8];  [12];  [13] more »;  [3];  [14]; ORCiD logo [15];  [16]; ORCiD logo [17];  [18];  [3];  [19];  [13];  [3]; ORCiD logo [20]; ORCiD logo [21] « less
  1. Chinese Academy of Sciences (CAS), Beijing (China); Peking Univ., Beijing (China)
  2. Boston Univ., Boston, MA (United States)
  3. Peking Univ., Beijing (China)
  4. CSIRO Oceans and Atmosphere, Canberra Australian Capital Territory (Australia)
  5. Peking Univ., Beijing (China); Lab. des Sciences du Climat et de l'Environnement (LSCE), CEA CNRS UVSQ, Gif Sur Yvette (France)
  6. Univ. of Exeter, Exeter (United Kingdom)
  7. Karlsruhe Institute of Technology, Garmisch-Partenkirchen (Germany)
  8. Chinese Academy of Sciences (CAS), Beijing (China)
  9. CSIRO Land and Water, Canberra (Australia)
  10. Institute of Applied Energy (IAE), Tokyo (Japan)
  11. Lawrence Berkeley National Lab. (LBNL), Berkeley, CA (United States)
  12. Oak Ridge National Lab. (ORNL), Oak Ridge, TN (United States)
  13. Beijing Normal Univ., Beijing (China)
  14. CSIC, Global Ecology Unit CREAF-CEAB-UAB, Catalonia (Spain); CREAF, Catalonia (Spain)
  15. Montana State Univ., Bozeman, MT (United States)
  16. Karlsruhe Institute of Technology, Garmisch-Partenkirchen (Germany); Univ. of Birmingham, Birmingham (United Kingdom)
  17. Imperial College London, Ascot (United Kingdom); Univ. of Bern, Bern (Switzerland)
  18. Lab. des Sciences du Climat et de l'Environnement (LSCE), CEA CNRS UVSQ, Gif Sur Yvette (France)
  19. CSIRO Oceans and Atmosphere, Aspendale, VIC (Australia)
  20. Max-Planck-Institut fur Biogeochemie, Jena (Germany)
  21. Univ. of Maryland, College Park, MD (United States)
Publication Date:
Research Org.:
Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States); Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)
Sponsoring Org.:
USDOE Office of Science (SC), Biological and Environmental Research (BER)
OSTI Identifier:
1328357
Alternate Identifier(s):
OSTI ID: 1439992
Grant/Contract Number:  
AC05-00OR22725; AC02-05CH11231
Resource Type:
Accepted Manuscript
Journal Name:
Nature Climate Change
Additional Journal Information:
Journal Volume: 6; Journal Issue: 8; Journal ID: ISSN 1758-678X
Publisher:
Nature Publishing Group
Country of Publication:
United States
Language:
English
Subject:
54 ENVIRONMENTAL SCIENCES

Citation Formats

Zhu, Zaichun, Piao, Shilong, Myneni, Ranga B., Huang, Mengtian, Zeng, Zhenzhong, Canadell, Josep G., Ciais, Philippe, Sitch, Stephen, Friedlingstein, Pierre, Arneth, Almut, Cao, Chunxiang, Cheng, Lei, Kato, Etsushi, Koven, Charles, Li, Yue, Lian, Xu, Liu, Yongwen, Liu, Ronggao, Mao, Jiafu, Pan, Yaozhong, Peng, Shushi, Peñuelas, Josep, Poulter, Benjamin, Pugh, Thomas A. M., Stocker, Benjamin D., Viovy, Nicolas, Wang, Xuhui, Wang, Yingping, Xiao, Zhiqiang, Yang, Hui, Zaehle, Sonke, and Zeng, Ning. Greening of the Earth and its drivers. United States: N. p., 2016. Web. doi:10.1038/nclimate3004.
Zhu, Zaichun, Piao, Shilong, Myneni, Ranga B., Huang, Mengtian, Zeng, Zhenzhong, Canadell, Josep G., Ciais, Philippe, Sitch, Stephen, Friedlingstein, Pierre, Arneth, Almut, Cao, Chunxiang, Cheng, Lei, Kato, Etsushi, Koven, Charles, Li, Yue, Lian, Xu, Liu, Yongwen, Liu, Ronggao, Mao, Jiafu, Pan, Yaozhong, Peng, Shushi, Peñuelas, Josep, Poulter, Benjamin, Pugh, Thomas A. M., Stocker, Benjamin D., Viovy, Nicolas, Wang, Xuhui, Wang, Yingping, Xiao, Zhiqiang, Yang, Hui, Zaehle, Sonke, & Zeng, Ning. Greening of the Earth and its drivers. United States. https://doi.org/10.1038/nclimate3004
Zhu, Zaichun, Piao, Shilong, Myneni, Ranga B., Huang, Mengtian, Zeng, Zhenzhong, Canadell, Josep G., Ciais, Philippe, Sitch, Stephen, Friedlingstein, Pierre, Arneth, Almut, Cao, Chunxiang, Cheng, Lei, Kato, Etsushi, Koven, Charles, Li, Yue, Lian, Xu, Liu, Yongwen, Liu, Ronggao, Mao, Jiafu, Pan, Yaozhong, Peng, Shushi, Peñuelas, Josep, Poulter, Benjamin, Pugh, Thomas A. M., Stocker, Benjamin D., Viovy, Nicolas, Wang, Xuhui, Wang, Yingping, Xiao, Zhiqiang, Yang, Hui, Zaehle, Sonke, and Zeng, Ning. Mon . "Greening of the Earth and its drivers". United States. https://doi.org/10.1038/nclimate3004. https://www.osti.gov/servlets/purl/1328357.
@article{osti_1328357,
title = {Greening of the Earth and its drivers},
author = {Zhu, Zaichun and Piao, Shilong and Myneni, Ranga B. and Huang, Mengtian and Zeng, Zhenzhong and Canadell, Josep G. and Ciais, Philippe and Sitch, Stephen and Friedlingstein, Pierre and Arneth, Almut and Cao, Chunxiang and Cheng, Lei and Kato, Etsushi and Koven, Charles and Li, Yue and Lian, Xu and Liu, Yongwen and Liu, Ronggao and Mao, Jiafu and Pan, Yaozhong and Peng, Shushi and Peñuelas, Josep and Poulter, Benjamin and Pugh, Thomas A. M. and Stocker, Benjamin D. and Viovy, Nicolas and Wang, Xuhui and Wang, Yingping and Xiao, Zhiqiang and Yang, Hui and Zaehle, Sonke and Zeng, Ning},
abstractNote = {Global environmental change is rapidly altering the dynamics of terrestrial vegetation, with consequences for the functioning of the Earth system and provision of ecosystem services1, 2. Yet how global vegetation is responding to the changing environment is not well established. Here we use three long-term satellite leaf area index (LAI) records and ten global ecosystem models to investigate four key drivers of LAI trends during 1982 2009. We show a persistent and widespread increase of growing season integrated LAI (greening) over 25% to 50% of the global vegetated area, whereas less than 4% of the globe shows decreasing LAI (browning). Factorial simulations with multiple global ecosystem models suggest that CO2 fertilization effects explain 70% of the observed greening trend, followed by nitrogen deposition (9%), climate change (8%) and land cover change (LCC) (4%). CO2 fertilization effects explain most of the greening trends in the tropics, whereas climate change resulted in greening of the high latitudes and the Tibetan Plateau. LCC contributed most to the regional greening observed in southeast China and the eastern United States. In conclusion, the regional effects of unexplained factors suggest that the next generation of ecosystem models will need to explore the impacts of forest demography, differences in regional management intensities for cropland and pastures, and other emerging productivity constraints such as phosphorus availability.},
doi = {10.1038/nclimate3004},
journal = {Nature Climate Change},
number = 8,
volume = 6,
place = {United States},
year = {Mon Apr 25 00:00:00 EDT 2016},
month = {Mon Apr 25 00:00:00 EDT 2016}
}

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Climate, ecosystems, and planetary futures: The challenge to predict life in Earth system models
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Arctic permafrost landscapes in transition: towards an integrated Earth system approach
journal, June 2017

  • Vincent, Warwick F.; Lemay, Mickaël; Allard, Michel
  • Arctic Science, Vol. 3, Issue 2
  • DOI: 10.1139/as-2016-0027

Controlled infrared heating of an artic meadow: challenge in the vegetation establishment stage
journal, January 2019


Terrestrial Carbon Cycle Variability
journal, January 2016


Forest resources of nations in relation to human well-being
journal, May 2018


Memory effects of climate and vegetation affecting net ecosystem CO2 fluxes in global forests
journal, February 2019


Constraints to Vegetation Growth Reduced by Region-Specific Changes in Seasonal Climate
journal, February 2019

  • Hashimoto, Hirofumi; Nemani, Ramakrishna; Bala, Govindasamy
  • Climate, Vol. 7, Issue 2
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Monitoring Spatial and Temporal Variabilities of Gross Primary Production Using MAIAC MODIS Data
journal, April 2019

  • Fernández-Martínez, Marcos; Yu, Rong; Gamon, John
  • Remote Sensing, Vol. 11, Issue 7
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Quantitatively Assessing and Attributing Land Use and Land Cover Changes on China’s Loess Plateau
journal, January 2020

  • Du, Xiaozheng; Zhao, Xiang; Liang, Shunlin
  • Remote Sensing, Vol. 12, Issue 3
  • DOI: 10.3390/rs12030353

Historical (1700–2012) global multi-model estimates of the fire emissions from the Fire Modeling Intercomparison Project (FireMIP)
journal, January 2019

  • Li, Fang; Val Martin, Maria; Andreae, Meinrat O.
  • Atmospheric Chemistry and Physics, Vol. 19, Issue 19
  • DOI: 10.5194/acp-19-12545-2019

Recent past (1979–2014) and future (2070–2099) isoprene fluxes over Europe simulated with the MEGAN–MOHYCAN model
journal, January 2018

  • Bauwens, Maite; Stavrakou, Trissevgeni; Müller, Jean-François
  • Biogeosciences, Vol. 15, Issue 12
  • DOI: 10.5194/bg-15-3673-2018

A global spatially contiguous solar-induced fluorescence (CSIF) dataset using neural networks
journal, January 2018

  • Zhang, Yao; Joiner, Joanna; Alemohammad, Seyed Hamed
  • Biogeosciences, Vol. 15, Issue 19
  • DOI: 10.5194/bg-15-5779-2018

Assessing the dynamics of vegetation productivity in circumpolar regions with different satellite indicators of greenness and photosynthesis
journal, January 2018


Summarizing the state of the terrestrial biosphere in few dimensions
journal, January 2020

  • Kraemer, Guido; Camps-Valls, Gustau; Reichstein, Markus
  • Biogeosciences, Vol. 17, Issue 9
  • DOI: 10.5194/bg-17-2397-2020

Towards a global understanding of vegetation–climate dynamics at multiple timescales
journal, January 2020

  • Linscheid, Nora; Estupinan-Suarez, Lina M.; Brenning, Alexander
  • Biogeosciences, Vol. 17, Issue 4
  • DOI: 10.5194/bg-17-945-2020

Investigating the applicability of emergent constraints
journal, January 2019

  • Winkler, Alexander J.; Myneni, Ranga B.; Brovkin, Victor
  • Earth System Dynamics, Vol. 10, Issue 3
  • DOI: 10.5194/esd-10-501-2019

An extended global Earth system data record on daily landscape freeze–thaw status determined from satellite passive microwave remote sensing
journal, January 2017

  • Kim, Youngwook; Kimball, John S.; Glassy, Joseph
  • Earth System Science Data, Vol. 9, Issue 1
  • DOI: 10.5194/essd-9-133-2017

Evaluation of ORCHIDEE-MICT-simulated soil moisture over China and impacts of different atmospheric forcing data
journal, January 2018

  • Yin, Zun; Ottlé, Catherine; Ciais, Philippe
  • Hydrology and Earth System Sciences, Vol. 22, Issue 10
  • DOI: 10.5194/hess-22-5463-2018

More severe hydrological drought events emerge at different warming levels over the Wudinghe watershed in northern China
journal, January 2019


Response of seasonal soil freeze depth to climate change across China
journal, January 2017

  • Peng, Xiaoqing; Zhang, Tingjun; Frauenfeld, Oliver W.
  • The Cryosphere, Vol. 11, Issue 3
  • DOI: 10.5194/tc-11-1059-2017

Responses of macroalgae to CO 2 enrichment cannot be inferred solely from their inorganic carbon uptake strategy
journal, December 2018

  • Loos, Luna M.; Schmid, Matthias; Leal, Pablo P.
  • Ecology and Evolution, Vol. 9, Issue 1
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Spatiotemporal changes in vegetation coverage and its causes in China since the Chinese economic reform
journal, December 2019

  • Du, Jiaqiang; Quan, Zhanjun; Fang, Shifeng
  • Environmental Science and Pollution Research, Vol. 27, Issue 1
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Climate Change and Drought: the Soil Moisture Perspective
journal, April 2018


Modulation of Mid‐Holocene African Rainfall by Dust Aerosol Direct and Indirect Effects
journal, April 2019

  • Thompson, Alexander J.; Skinner, Christopher B.; Poulsen, Christopher J.
  • Geophysical Research Letters, Vol. 46, Issue 7
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Consistency and Discrepancy of Global Surface Soil Moisture Changes From Multiple Model-Based Data Sets Against Satellite Observations
journal, February 2019

  • Gu, Xihui; Li, Jianfeng; Chen, Yongqin David
  • Journal of Geophysical Research: Atmospheres, Vol. 124, Issue 3
  • DOI: 10.1029/2018jd029304

Cumulative Effects of Climatic Factors on Terrestrial Vegetation Growth
journal, April 2019

  • Wen, Youyue; Liu, Xiaoping; Xin, Qinchuan
  • Journal of Geophysical Research: Biogeosciences, Vol. 124, Issue 4
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Sensitivity of Global Pasturelands to Climate Variation
journal, December 2019

  • Stanimirova, Radost; Arévalo, Paulo; Kaufmann, Robert K.
  • Earth's Future, Vol. 7, Issue 12
  • DOI: 10.1029/2019ef001316

Recent increases in terrestrial carbon uptake at little cost to the water cycle
journal, July 2017


Amplification of heat extremes by plant CO2 physiological forcing
journal, March 2018

  • Skinner, Christopher B.; Poulsen, Christopher J.; Mankin, Justin S.
  • Nature Communications, Vol. 9, Issue 1
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Precipitation thresholds regulate net carbon exchange at the continental scale
journal, September 2018


Ecosystem structural changes controlled by altered rainfall climatology in tropical savannas
journal, February 2019


Earth system models underestimate carbon fixation by plants in the high latitudes
journal, February 2019

  • Winkler, Alexander J.; Myneni, Ranga B.; Alexandrov, Georgii A.
  • Nature Communications, Vol. 10, Issue 1
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Reduced arctic tundra productivity linked with landform and climate change interactions
journal, February 2018


Future global productivity will be affected by plant trait response to climate
journal, February 2018


Buildings as a global carbon sink
journal, January 2020

  • Churkina, Galina; Organschi, Alan; Reyer, Christopher P. O.
  • Nature Sustainability, Vol. 3, Issue 4
  • DOI: 10.1038/s41893-019-0462-4

Chemical and microbial diversity covary in fresh water to influence ecosystem functioning
journal, November 2019

  • Tanentzap, Andrew J.; Fitch, Amelia; Orland, Chloe
  • Proceedings of the National Academy of Sciences, Vol. 116, Issue 49
  • DOI: 10.1073/pnas.1904896116

Autumn NDVI contributes more and more to vegetation improvement in the growing season across the Tibetan Plateau
journal, February 2017


Changes in growing season duration and productivity of northern vegetation inferred from long-term remote sensing data
journal, July 2016


Vegetation anomalies caused by antecedent precipitation in most of the world
journal, July 2017

  • Papagiannopoulou, C.; Miralles, D. G.; Dorigo, W. A.
  • Environmental Research Letters, Vol. 12, Issue 7
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Increasing interannual variability of global vegetation greenness
journal, November 2019


Climate change-driven extinctions of tree species affect forest functioning more than random extinctions
journal, April 2018

  • García-Valdés, Raúl; Bugmann, Harald; Morin, Xavier
  • Diversity and Distributions, Vol. 24, Issue 7
  • DOI: 10.1111/ddi.12744

Attribution of seasonal leaf area index trends in the northern latitudes with “optimally” integrated ecosystem models
journal, May 2017

  • Zhu, Zaichun; Piao, Shilong; Lian, Xu
  • Global Change Biology, Vol. 23, Issue 11
  • DOI: 10.1111/gcb.13723

Water availability affects seasonal CO 2 -induced photosynthetic enhancement in herbaceous species in a periodically dry woodland
journal, July 2017

  • Pathare, Varsha S.; Crous, Kristine Y.; Cooke, Julia
  • Global Change Biology, Vol. 23, Issue 12
  • DOI: 10.1111/gcb.13778

Detecting early warning signals of tree mortality in boreal North America using multiscale satellite data
journal, March 2018

  • Rogers, Brendan M.; Solvik, Kylen; Hogg, Edward H.
  • Global Change Biology, Vol. 24, Issue 6
  • DOI: 10.1111/gcb.14107

Compositional response of Amazon forests to climate change
journal, November 2018

  • Esquivel‐Muelbert, Adriane; Baker, Timothy R.; Dexter, Kyle G.
  • Global Change Biology, Vol. 25, Issue 1
  • DOI: 10.1111/gcb.14413

Mismatch in elevational shifts between satellite observed vegetation greenness and temperature isolines during 2000-2016 on the Tibetan Plateau
journal, September 2018

  • An, Shuai; Zhu, Xiaolin; Shen, Miaogen
  • Global Change Biology, Vol. 24, Issue 11
  • DOI: 10.1111/gcb.14432

Comparing optimal and empirical stomatal conductance models for application in Earth system models
journal, October 2018

  • Franks, Peter J.; Bonan, Gordon B.; Berry, Joseph A.
  • Global Change Biology, Vol. 24, Issue 12
  • DOI: 10.1111/gcb.14445

Tree rings provide no evidence of a CO 2 fertilization effect in old‐growth subalpine forests of western Canada
journal, February 2019

  • Hararuk, Oleksandra; Campbell, Elizabeth M.; Antos, Joseph A.
  • Global Change Biology, Vol. 25, Issue 4
  • DOI: 10.1111/gcb.14561

Plant phenology and global climate change: Current progresses and challenges
journal, April 2019

  • Piao, Shilong; Liu, Qiang; Chen, Anping
  • Global Change Biology, Vol. 25, Issue 6
  • DOI: 10.1111/gcb.14619

Effects of 21st‐century climate, land use, and disturbances on ecosystem carbon balance in California
journal, June 2019

  • Sleeter, Benjamin M.; Marvin, David C.; Cameron, D. Richard
  • Global Change Biology, Vol. 25, Issue 10
  • DOI: 10.1111/gcb.14677

Characteristics of free air carbon dioxide enrichment of a northern temperate mature forest
journal, September 2019

  • Hart, Kris M.; Curioni, Giulio; Blaen, Phillip
  • Global Change Biology, Vol. 26, Issue 2
  • DOI: 10.1111/gcb.14786

Abrupt changes in Great Britain vegetation carbon projected under climate change
journal, May 2020

  • Boulton, Chris A.; Ritchie, Paul D. L.; Lenton, Timothy M.
  • Global Change Biology, Vol. 26, Issue 8
  • DOI: 10.1111/gcb.15144

Termites confer resistance to changes in tree composition following reduced browsing in an African savanna
journal, October 2018

  • Acanakwo, Erik F.; Okullo, Paul; Sheil, Douglas
  • Journal of Vegetation Science, Vol. 29, Issue 6
  • DOI: 10.1111/jvs.12682

Human impacts in African savannas are mediated by plant functional traits
journal, May 2018

  • Osborne, Colin P.; Charles-Dominique, Tristan; Stevens, Nicola
  • New Phytologist, Vol. 220, Issue 1
  • DOI: 10.1111/nph.15236

The influence of rising tropospheric carbon dioxide and ozone on plant productivity
journal, March 2019


Mycorrhizal association as a primary control of the CO 2 fertilization effect
journal, June 2016


Response to Comments on “The global tree restoration potential”
journal, October 2019

  • Bastin, Jean-Francois; Finegold, Yelena; Garcia, Claude
  • Science, Vol. 366, Issue 6463
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Factors Affecting Long-Term Trends in Global NDVI
journal, April 2019

  • Yang, Yujie; Wang, Shijie; Bai, Xiaoyong
  • Forests, Vol. 10, Issue 5
  • DOI: 10.3390/f10050372

Climate Extremes and Their Impacts on Interannual Vegetation Variabilities: A Case Study in Hubei Province of Central China
journal, March 2018

  • Chen, Weizhe; Huang, Chunju; Wang, Lunche
  • Remote Sensing, Vol. 10, Issue 3
  • DOI: 10.3390/rs10030477

Contrasting Changes in Vegetation Growth due to Different Climate Forcings over the Last Three Decades in the Selenga-Baikal Basin
journal, February 2019

  • Wang, Guan; Wang, Ping; Wang, Tian-Ye
  • Remote Sensing, Vol. 11, Issue 4
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Remote Sensing of Environmental Changes in Cold Regions: Methods, Achievements and Challenges
journal, August 2019

  • Du, Jinyang; Watts, Jennifer D.; Jiang, Lingmei
  • Remote Sensing, Vol. 11, Issue 16
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A Healthy Park Needs Healthy Vegetation: The Story of Gorongosa National Park in the 21st Century
journal, February 2020

  • Herrero, Hannah; Waylen, Peter; Southworth, Jane
  • Remote Sensing, Vol. 12, Issue 3
  • DOI: 10.3390/rs12030476

Remote Sensing Greenness and Urbanization in Ecohydrological Model Analysis: Asia and Australasia (1982–2015)
journal, October 2019

  • Cai, Danlu; Fraedrich, Klaus; Guan, Yanning
  • Sensors, Vol. 19, Issue 21
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Spatial Responses of Net Ecosystem Productivity of the Yellow River Basin under Diurnal Asymmetric Warming
journal, October 2018

  • He, Jianjian; Zhang, Pengyan; Jing, Wenlong
  • Sustainability, Vol. 10, Issue 10
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Drought, Heat, and the Carbon Cycle: a Review
text, January 2018


Sensitivity of stomatal conductance to soil moisture: implications for tropospheric ozone
journal, January 2018

  • Anav, Alessandro; Proietti, Chiara; Menut, Laurent
  • Atmospheric Chemistry and Physics, Vol. 18, Issue 8
  • DOI: 10.5194/acp-18-5747-2018

Contrasting effects of CO2 fertilization, land-use change and warming on seasonal amplitude of Northern Hemisphere CO2 exchange
journal, January 2019

  • Bastos, Ana; Ciais, Philippe; Chevallier, Frédéric
  • Atmospheric Chemistry and Physics, Vol. 19, Issue 19
  • DOI: 10.5194/acp-19-12361-2019

Ecosystem responses to elevated CO2 using airborne remote sensing at Mammoth Mountain, California
journal, January 2018

  • Cawse-Nicholson, Kerry; Fisher, Joshua B.; Famiglietti, Caroline A.
  • Biogeosciences, Vol. 15, Issue 24
  • DOI: 10.5194/bg-15-7403-2018

Global biosphere–climate interaction: a causal appraisal of observations and models over multiple temporal scales
journal, January 2019

  • Claessen, Jeroen; Molini, Annalisa; Martens, Brecht
  • Biogeosciences, Vol. 16, Issue 24
  • DOI: 10.5194/bg-16-4851-2019

Evaluation of terrestrial pan-Arctic carbon cycling using a data-assimilation system
journal, January 2019

  • López-Blanco, Efrén; Exbrayat, Jean-François; Lund, Magnus
  • Earth System Dynamics, Vol. 10, Issue 2
  • DOI: 10.5194/esd-10-233-2019

A global satellite environmental data record derived from AMSR-E and AMSR2 microwave Earth observations
journal, January 2017

  • Du, Jinyang; Kimball, John S.; Jones, Lucas A.
  • Earth System Science Data, Vol. 9, Issue 2
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V2Karst V1.1: a parsimonious large-scale integrated vegetation–recharge model to simulate the impact of climate and land cover change in karst regions
journal, January 2018

  • Sarrazin, Fanny; Hartmann, Andreas; Pianosi, Francesca
  • Geoscientific Model Development, Vol. 11, Issue 12
  • DOI: 10.5194/gmd-11-4933-2018

Critical impact of vegetation physiology on the continental hydrologic cycle in response to increasing CO2
text, January 2018

  • Lemordant, Léo; Gentine, Pierre; Swann, Abigail S.
  • Columbia University
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Multi‐model analysis of climate impacts on plant photosynthesis in China during 2000–2015
journal, June 2019

  • Yan, Hao; Wang, Shao‐Qiang; Wang, Jun‐Bang
  • International Journal of Climatology, Vol. 39, Issue 15
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Climate change, carbon market instruments, and biodiversity: focusing on synergies and avoiding pitfalls
journal, August 2017

  • Essl, Franz; Erb, Karl‐Heinz; Glatzel, Stephan
  • WIREs Climate Change, Vol. 9, Issue 1
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Assessment of an Evapotranspiration Deficit Drought Index in Relation to Impacts on Ecosystems
journal, October 2019


Disentangling Climate and Disturbance Effects on Regional Vegetation Greening Trends
journal, November 2018


Understanding the Land Carbon Cycle with Space Data: Current Status and Prospects
journal, February 2019

  • Exbrayat, Jean-François; Bloom, A. Anthony; Carvalhais, Nuno
  • Surveys in Geophysics, Vol. 40, Issue 4
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Divergent changes in the elevational gradient of vegetation activities over the last 30 years
journal, July 2019


Forest management in southern China generates short term extensive carbon sequestration
journal, January 2020


Complexity revealed in the greening of the Arctic
journal, January 2020

  • Myers-Smith, Isla H.; Kerby, Jeffrey T.; Phoenix, Gareth K.
  • Nature Climate Change, Vol. 10, Issue 2
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Effect of climate warming on the annual terrestrial net ecosystem CO2 exchange globally in the boreal and temperate regions
journal, June 2017


China and India lead in greening of the world through land-use management
journal, February 2019


ENSO elicits opposing responses of semi-arid vegetation between Hemispheres
journal, February 2017

  • Zhang, Anzhi; Jia, Gensuo; Epstein, Howard E.
  • Scientific Reports, Vol. 7, Issue 1
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Contribution of environmental forcings to US runoff changes for the period 1950–2010
journal, May 2018

  • Forbes, Whitney L.; Mao, Jiafu; Jin, Mingzhou
  • Environmental Research Letters, Vol. 13, Issue 5
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Greenness trends and carbon stocks of mangroves across Mexico
journal, July 2019

  • Vázquez-Lule, Alma; Colditz, Rene; Herrera-Silveira, Jorge
  • Environmental Research Letters, Vol. 14, Issue 7
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Atmospheric change causes declines in woodland arthropods and impacts specific trophic groups: Arthropod declines under elevated CO 2
journal, September 2016

  • Facey, Sarah L.; Fidler, David B.; Rowe, Rhiannon C.
  • Agricultural and Forest Entomology, Vol. 19, Issue 1
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Local species assemblages are influenced more by past than current dissimilarities in photosynthetic activity
journal, October 2018


Inconsistencies of interannual variability and trends in long-term satellite leaf area index products
journal, July 2017

  • Jiang, Chongya; Ryu, Youngryel; Fang, Hongliang
  • Global Change Biology, Vol. 23, Issue 10
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Determinants of the ratio of actual to potential evapotranspiration
journal, February 2019

  • Peng, Liqing; Zeng, Zhenzhong; Wei, Zhongwang
  • Global Change Biology, Vol. 25, Issue 4
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Climate and plant trait strategies determine tree carbon allocation to leaves and mediate future forest productivity
journal, June 2019

  • Trugman, Anna T.; Anderegg, Leander D. L.; Wolfe, Brett T.
  • Global Change Biology, Vol. 25, Issue 10
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Shifts in plant distributions in response to climate warming in a biodiversity hotspot, the Hengduan Mountains
journal, April 2018

  • Liang, Qianlong; Xu, Xiaoting; Mao, Kangshan
  • Journal of Biogeography, Vol. 45, Issue 6
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Gas exchange and water‐use efficiency in plant canopies
journal, December 2018


Twentieth century redistribution in climatic drivers of global tree growth
journal, January 2019

  • Babst, Flurin; Bouriaud, Olivier; Poulter, Benjamin
  • Science Advances, Vol. 5, Issue 1
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Satellite Leaf Area Index: Global Scale Analysis of the Tendencies Per Vegetation Type Over the Last 17 Years
journal, March 2018

  • Munier, Simon; Carrer, Dominique; Planque, Carole
  • Remote Sensing, Vol. 10, Issue 3
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Interannual and Seasonal Vegetation Changes and Influencing Factors in the Extra-High Mountainous Areas of Southern Tibet
journal, June 2019

  • Ye, Zu-Xin; Cheng, Wei-Ming; Zhao, Zhi-Qi
  • Remote Sensing, Vol. 11, Issue 11
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Improved Mapping of Mountain Shrublands Using the Sentinel-2 Red-Edge Band
journal, November 2019

  • Bayle, Arthur; Carlson, Bradley; Thierion, Vincent
  • Remote Sensing, Vol. 11, Issue 23
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Accelerating rates of Arctic carbon cycling revealed by long-term atmospheric CO 2 measurements
text, January 2018

  • Jeong, Su-Jong; Bloom, A. Anthony; Schimel, David
  • American Association for the Advancement of Science
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Low sensitivity of gross primary production to elevated CO2 in a mature eucalypt woodland
journal, January 2020

  • Yang, Jinyan; Medlyn, Belinda E.; De Kauwe, Martin G.
  • Biogeosciences, Vol. 17, Issue 2
  • DOI: 10.5194/bg-17-265-2020

Exploring the biogeophysical limits of global food production under different climate change scenarios
journal, January 2018

  • de Vrese, Philipp; Stacke, Tobias; Hagemann, Stefan
  • Earth System Dynamics, Vol. 9, Issue 2
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Recent Changes in Global Photosynthesis and Terrestrial Ecosystem Respiration Constrained From Multiple Observations
journal, January 2018

  • Li, Wei; Ciais, Philippe; Wang, Yilong
  • Geophysical Research Letters, Vol. 45, Issue 2
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Biological Impacts of Climate Change
book, January 2009


Drought, Heat, and the Carbon Cycle: a Review
journal, June 2018

  • Sippel, Sebastian; Reichstein, Markus; Ma, Xuanlong
  • Current Climate Change Reports, Vol. 4, Issue 3
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Multimodel Analysis of Future Land Use and Climate Change Impacts on Ecosystem Functioning
journal, July 2019


Drivers of woody plant encroachment over Africa
journal, June 2018


Greening of the land surface in the world’s cold regions consistent with recent warming
journal, August 2018


Shifting from a fertilization-dominated to a warming-dominated period
journal, September 2017

  • Peñuelas, Josep; Ciais, Philippe; Canadell, Josep G.
  • Nature Ecology & Evolution, Vol. 1, Issue 10
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Air temperature optima of vegetation productivity across global biomes
journal, March 2019


Triggers of tree mortality under drought
journal, June 2018


Elevated CO 2 did not affect the hydrological balance of a mature native Eucalyptus woodland
journal, April 2018

  • Gimeno, Teresa E.; McVicar, Tim R.; O'Grady, Anthony P.
  • Global Change Biology, Vol. 24, Issue 7
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Acceleration of global vegetation greenup from combined effects of climate change and human land management
journal, July 2018

  • Wang, Lanhui; Tian, Feng; Wang, Yuhang
  • Global Change Biology, Vol. 24, Issue 11
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Increased Vegetation Greenness Aggravates Water Conflicts during Lasting and Intensifying Drought in the Poyang Lake Watershed, China
journal, January 2018

  • Tang, Lin-Ling; Cai, Xiao-Bin; Gong, Wei-Shu
  • Forests, Vol. 9, Issue 1
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A Critical Comparison of Remote Sensing Leaf Area Index Estimates over Rice-Cultivated Areas: From Sentinel-2 and Landsat-7/8 to MODIS, GEOV1 and EUMETSAT Polar System
journal, May 2018

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  • Remote Sensing, Vol. 10, Issue 5
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Time Series of Landsat Imagery Shows Vegetation Recovery in Two Fragile Karst Watersheds in Southwest China from 1988 to 2016
journal, August 2019

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  • Remote Sensing, Vol. 11, Issue 17
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Climatic Drivers of Greening Trends in the Alps
journal, October 2019

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  • Remote Sensing, Vol. 11, Issue 21
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An Overview of Global Leaf Area Index (LAI): Methods, Products, Validation, and Applications
text, January 2019

  • Fang, Hongliang; Baret, Frédéric; Plummer, Stephen
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Changes in the aerosol direct radiative forcing from 2001 to 2015: observational constraints and regional mechanisms
journal, January 2018

  • Paulot, Fabien; Paynter, David; Ginoux, Paul
  • Atmospheric Chemistry and Physics, Vol. 18, Issue 17
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Sensitivity of Stomatal Conductance to Soil Moisture: Implications for Tropospheric Ozone
journal, November 2017

  • Anav, Alessandro; Proietti, Chiara; Menut, Laurent
  • Atmospheric Chemistry and Physics Discussions
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Dominant effect of increasing forest biomass on evapotranspiration: interpretations of movement in Budyko space
journal, January 2018

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  • Hydrology and Earth System Sciences, Vol. 22, Issue 1
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Reduction in global area burned and wildfire emissions since 1930s enhances carbon uptake by land
journal, April 2018


Substantial large-scale feedbacks between natural aerosols and climate
journal, December 2017


Increased vegetation growth and carbon stock in China karst via ecological engineering
journal, January 2018


Changes in NDVI and human population in protected areas on the Tibetan Plateau
journal, January 2019

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Untangling methodological and scale considerations in growth and productivity trend estimates of Canada’s forests
journal, August 2018

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Coupling between the terrestrial carbon and water cycles—a review
journal, July 2019

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  • Environmental Research Letters, Vol. 14, Issue 8
  • DOI: 10.1088/1748-9326/ab22d6

Higher than expected CO 2 fertilization inferred from leaf to global observations
journal, February 2020

  • Haverd, Vanessa; Smith, Benjamin; Canadell, Josep G.
  • Global Change Biology, Vol. 26, Issue 4
  • DOI: 10.1111/gcb.14950

Sustainability of Forest Cover under Climate Change on the Temperate-Continental Xeric Limits
journal, August 2018

  • Mátyás, Csaba; Berki, Imre; Bidló, András
  • Forests, Vol. 9, Issue 8
  • DOI: 10.3390/f9080489

Patterns of Arctic Tundra Greenness Based on Spatially Downscaled Solar-Induced Fluorescence
journal, June 2019

  • Fu, Dongjie; Su, Fenzhen; Wang, Juan
  • Remote Sensing, Vol. 11, Issue 12
  • DOI: 10.3390/rs11121460

Observational Quantification of Climatic and Human Influences on Vegetation Greening in China
journal, April 2017

  • Hua, Wenjian; Chen, Haishan; Zhou, Liming
  • Remote Sensing, Vol. 9, Issue 5
  • DOI: 10.3390/rs9050425

Changes in Vegetation Greenness in the Upper and Middle Reaches of the Yellow River Basin over 2000–2015
journal, April 2019


Importance of dry deposition parameterization choice in global simulations of surface ozone
journal, January 2019

  • Wong, Anthony Y. H.; Geddes, Jeffrey A.; Tai, Amos P. K.
  • Atmospheric Chemistry and Physics, Vol. 19, Issue 22
  • DOI: 10.5194/acp-19-14365-2019

Evaluating the Interplay Between Biophysical Processes and Leaf Area Changes in Land Surface Models
journal, May 2018

  • Forzieri, Giovanni; Duveiller, Gregory; Georgievski, Goran
  • Journal of Advances in Modeling Earth Systems, Vol. 10, Issue 5
  • DOI: 10.1002/2018ms001284

Recent increases in terrestrial carbon uptake at little cost to the water cycle
journal, July 2017


Author Correction: Long-term carbon sink in Borneo’s forests halted by drought and vulnerable to edge effects
journal, January 2018


Amplification of heat extremes by plant CO2 physiological forcing
journal, March 2018

  • Skinner, Christopher B.; Poulsen, Christopher J.; Mankin, Justin S.
  • Nature Communications, Vol. 9, Issue 1
  • DOI: 10.1038/s41467-018-03472-w

Reduction in global area burned and wildfire emissions since 1930s enhances carbon uptake by land
journal, April 2018


Drivers of woody plant encroachment over Africa
journal, June 2018


Precipitation thresholds regulate net carbon exchange at the continental scale
journal, September 2018


Ecosystem structural changes controlled by altered rainfall climatology in tropical savannas
journal, February 2019


Earth system models underestimate carbon fixation by plants in the high latitudes
journal, February 2019

  • Winkler, Alexander J.; Myneni, Ranga B.; Alexandrov, Georgii A.
  • Nature Communications, Vol. 10, Issue 1
  • DOI: 10.1038/s41467-019-08633-z

Divergent changes in the elevational gradient of vegetation activities over the last 30 years
journal, July 2019


Impacts of past abrupt land change on local biodiversity globally
journal, December 2019


Vegetation changes and land surface feedbacks drive shifts in local temperatures over Central Asia
journal, June 2017


Separating Vegetation Greening and Climate Change Controls on Evapotranspiration trend over the Loess Plateau
journal, August 2017


Impact of deforestation and climate on the Amazon Basin’s above-ground biomass during 1993–2012
journal, November 2017


Agricultural productivity in relation to climate and cropland management in West Africa
journal, February 2020


Changes in rainfall distribution promote woody foliage production in the Sahel
journal, April 2019


Compositional response of Amazon forests to climate change
journal, November 2018

  • Esquivel‐Muelbert, Adriane; Baker, Timothy R.; Dexter, Kyle G.
  • Global Change Biology, Vol. 25, Issue 1
  • DOI: 10.1111/gcb.14413

Controlled infrared heating of an artic meadow: challenge in the vegetation establishment stage
journal, January 2019


Memory effects of climate and vegetation affecting net ecosystem CO2 fluxes in global forests
journal, February 2019


Remote Sensing Greenness and Urbanization in Ecohydrological Model Analysis: Asia and Australasia (1982–2015)
journal, October 2019

  • Cai, Danlu; Fraedrich, Klaus; Guan, Yanning
  • Sensors, Vol. 19, Issue 21
  • DOI: 10.3390/s19214693

An Extended Global Earth System Data Record on Daily Landscape Freeze-Thaw Status Determined from Satellite Passive Microwave Remote Sensing
journal, July 2016

  • Kim, Youngwook; Kimball, John S.; Glassy, Joseph
  • Earth System Science Data Discussions
  • DOI: 10.5194/essd-2016-27

Analysis and prediction of vegetation dynamics under the background of climate change in Xinjiang, China
journal, January 2020