Impact of the 2015/2016 El Niño on the terrestrial carbon cycle constrained by bottom-up and top-down approaches
Abstract
Evaluating the response of the land carbon sink to the anomalies in temperature and drought imposed by El Niño events provides insights into the present-day carbon cycle and its climate-driven variability. It is also a necessary step to build confidence in terrestrial ecosystems models' response to the warming and drying stresses expected in the future over many continents, and particularly in the tropics. Here we present an in-depth analysis of the response of the terrestrial carbon cycle to the 2015/2016 El Niño that imposed extreme warming and dry conditions in the tropics and other sensitive regions. First, we provide a synthesis of the spatio-temporal evolution of anomalies in net land–atmosphere CO2 fluxes estimated by two in situ measurements based on atmospheric inversions and 16 land-surface models (LSMs) from TRENDYv6. Simulated changes in ecosystem productivity, decomposition rates and fire emissions are also investigated. Inversions and LSMs generally agree on the decrease and subsequent recovery of the land sink in response to the onset, peak and demise of El Niño conditions and point to the decreased strength of the land carbon sink: by 0.4–0.7 PgC yr–1 (inversions) and by 1.0 PgC yr–1 (LSMs) during 2015/2016. As a result, LSM simulations indicate thatmore »
- Authors:
-
more »
- Ludwig Maximilians Univ. Munich, Munich (Germany); Lab. des Sciences du Climat et de l'Environnement (LSCE), Gif-sur-Yvette (France)
- Univ. of Exeter, Exeter (United Kingdom)
- Boston Univ., Boston, MA (United States)
- Univ. de Toulouse, Toulouse (France)
- Centre Bordeaux Aquitaine, Villenave d'Ornon (France)
- Univ. of Victoria, Victoria, BC (Canada)
- CSIRO Oceans and Atmosphere, Canberra, ACT (Australia)
- Lab. des Sciences du Climat et de l'Environnement (LSCE), Gif-sur-Yvette (France)
- Wuhan Univ., Wuhan (People's Republic of China)
- CNRS/Meteo-France/Univ. Federale de Toulouse, Toulouse (France)
- Univ. of Illinois, Urbana, IL (United States)
- Univ. of Bern, Bern (Switzerland)
- Institute of Applied Energy (IAE), Tokyo (Japan)
- National Center for Atmospheric Research, Boulder, CO (United States)
- Environment and Climate Change Canada, Downsview, ON (Canada)
- Max Planck Institute for Meteorology, Hamburg (Germany)
- Ludwig Maximilians Univ. Munich, Munich (Germany); Max Planck Institute for Meteorology, Hamburg (Germany)
- NASA Goddard Space Flight Center (GSFC), Greenbelt, MD (United States)
- Max Planck Institute for Biogeochemistry, Jena (Germany)
- Auburn Univ., Auburn, AL (United States)
- Univ. Libre de Bruxelles, Brussels (Belgium)
- Oak Ridge National Lab. (ORNL), Oak Ridge, TN (United States)
- Met Office Hadley Centre, Exeter (United Kingdom)
- Univ. of Maryland, College Park, MD (United States); Institute of Atmospheric Physics, Beijing (People's Republic of China)
- Publication Date:
- Research Org.:
- Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)
- Sponsoring Org.:
- USDOE Office of Science (SC), Biological and Environmental Research (BER)
- OSTI Identifier:
- 1484986
- Grant/Contract Number:
- AC05-00OR22725
- Resource Type:
- Accepted Manuscript
- Journal Name:
- Philosophical Transactions of the Royal Society of London, Series B: Biological Sciences
- Additional Journal Information:
- Journal Volume: 373; Journal Issue: 1760; Journal ID: ISSN 0962-8436
- Publisher:
- The Royal Society Publishing
- Country of Publication:
- United States
- Language:
- English
- Subject:
- 54 ENVIRONMENTAL SCIENCES; carbon cycle; El Nino/Southern Oscillation; land-surface models; atmospheric inversions
Citation Formats
Bastos, Ana, Friedlingstein, Pierre, Sitch, Stephen, Chen, Chi, Mialon, Arnaud, Wigneron, Jean -Pierre, Arora, Vivek K., Briggs, Peter R., Canadell, Josep G., Ciais, Philippe, Chevallier, Frédéric, Cheng, Lei, Delire, Christine, Haverd, Vanessa, Jain, Atul K., Joos, Fortunat, Kato, Etsushi, Lienert, Sebastian, Lombardozzi, Danica, Melton, Joe R., Myneni, Ranga, Nabel, Julia E. M. S., Pongratz, Julia, Poulter, Benjamin, Rödenbeck, Christian, Séférian, Roland, Tian, Hanqin, van Eck, Christel, Viovy, Nicolas, Vuichard, Nicolas, Walker, Anthony P., Wiltshire, Andy, Yang, Jia, Zaehle, Sönke, Zeng, Ning, and Zhu, Dan. Impact of the 2015/2016 El Niño on the terrestrial carbon cycle constrained by bottom-up and top-down approaches. United States: N. p., 2018.
Web. doi:10.1098/rstb.2017.0304.
Bastos, Ana, Friedlingstein, Pierre, Sitch, Stephen, Chen, Chi, Mialon, Arnaud, Wigneron, Jean -Pierre, Arora, Vivek K., Briggs, Peter R., Canadell, Josep G., Ciais, Philippe, Chevallier, Frédéric, Cheng, Lei, Delire, Christine, Haverd, Vanessa, Jain, Atul K., Joos, Fortunat, Kato, Etsushi, Lienert, Sebastian, Lombardozzi, Danica, Melton, Joe R., Myneni, Ranga, Nabel, Julia E. M. S., Pongratz, Julia, Poulter, Benjamin, Rödenbeck, Christian, Séférian, Roland, Tian, Hanqin, van Eck, Christel, Viovy, Nicolas, Vuichard, Nicolas, Walker, Anthony P., Wiltshire, Andy, Yang, Jia, Zaehle, Sönke, Zeng, Ning, & Zhu, Dan. Impact of the 2015/2016 El Niño on the terrestrial carbon cycle constrained by bottom-up and top-down approaches. United States. https://doi.org/10.1098/rstb.2017.0304
Bastos, Ana, Friedlingstein, Pierre, Sitch, Stephen, Chen, Chi, Mialon, Arnaud, Wigneron, Jean -Pierre, Arora, Vivek K., Briggs, Peter R., Canadell, Josep G., Ciais, Philippe, Chevallier, Frédéric, Cheng, Lei, Delire, Christine, Haverd, Vanessa, Jain, Atul K., Joos, Fortunat, Kato, Etsushi, Lienert, Sebastian, Lombardozzi, Danica, Melton, Joe R., Myneni, Ranga, Nabel, Julia E. M. S., Pongratz, Julia, Poulter, Benjamin, Rödenbeck, Christian, Séférian, Roland, Tian, Hanqin, van Eck, Christel, Viovy, Nicolas, Vuichard, Nicolas, Walker, Anthony P., Wiltshire, Andy, Yang, Jia, Zaehle, Sönke, Zeng, Ning, and Zhu, Dan. Mon .
"Impact of the 2015/2016 El Niño on the terrestrial carbon cycle constrained by bottom-up and top-down approaches". United States. https://doi.org/10.1098/rstb.2017.0304. https://www.osti.gov/servlets/purl/1484986.
@article{osti_1484986,
title = {Impact of the 2015/2016 El Niño on the terrestrial carbon cycle constrained by bottom-up and top-down approaches},
author = {Bastos, Ana and Friedlingstein, Pierre and Sitch, Stephen and Chen, Chi and Mialon, Arnaud and Wigneron, Jean -Pierre and Arora, Vivek K. and Briggs, Peter R. and Canadell, Josep G. and Ciais, Philippe and Chevallier, Frédéric and Cheng, Lei and Delire, Christine and Haverd, Vanessa and Jain, Atul K. and Joos, Fortunat and Kato, Etsushi and Lienert, Sebastian and Lombardozzi, Danica and Melton, Joe R. and Myneni, Ranga and Nabel, Julia E. M. S. and Pongratz, Julia and Poulter, Benjamin and Rödenbeck, Christian and Séférian, Roland and Tian, Hanqin and van Eck, Christel and Viovy, Nicolas and Vuichard, Nicolas and Walker, Anthony P. and Wiltshire, Andy and Yang, Jia and Zaehle, Sönke and Zeng, Ning and Zhu, Dan},
abstractNote = {Evaluating the response of the land carbon sink to the anomalies in temperature and drought imposed by El Niño events provides insights into the present-day carbon cycle and its climate-driven variability. It is also a necessary step to build confidence in terrestrial ecosystems models' response to the warming and drying stresses expected in the future over many continents, and particularly in the tropics. Here we present an in-depth analysis of the response of the terrestrial carbon cycle to the 2015/2016 El Niño that imposed extreme warming and dry conditions in the tropics and other sensitive regions. First, we provide a synthesis of the spatio-temporal evolution of anomalies in net land–atmosphere CO2 fluxes estimated by two in situ measurements based on atmospheric inversions and 16 land-surface models (LSMs) from TRENDYv6. Simulated changes in ecosystem productivity, decomposition rates and fire emissions are also investigated. Inversions and LSMs generally agree on the decrease and subsequent recovery of the land sink in response to the onset, peak and demise of El Niño conditions and point to the decreased strength of the land carbon sink: by 0.4–0.7 PgC yr–1 (inversions) and by 1.0 PgC yr–1 (LSMs) during 2015/2016. As a result, LSM simulations indicate that a decrease in productivity, rather than increase in respiration, dominated the net biome productivity anomalies in response to ENSO throughout the tropics, mainly associated with prolonged drought conditions.},
doi = {10.1098/rstb.2017.0304},
journal = {Philosophical Transactions of the Royal Society of London, Series B: Biological Sciences},
number = 1760,
volume = 373,
place = {United States},
year = {Mon Oct 08 00:00:00 EDT 2018},
month = {Mon Oct 08 00:00:00 EDT 2018}
}
Web of Science
Figures / Tables:
Works referenced in this record:
Process contributions of Australian ecosystems to interannual variations in the carbon cycle
journal, May 2016
- Haverd, Vanessa; Smith, Benjamin; Trudinger, Cathy
- Environmental Research Letters, Vol. 11, Issue 5
Evaluation of ecosystem dynamics, plant geography and terrestrial carbon cycling in the LPJ dynamic global vegetation model
journal, February 2003
- Sitch, S.; Smith, B.; Prentice, I. C.
- Global Change Biology, Vol. 9, Issue 2
20th century changes in carbon isotopes and water-use efficiency: tree-ring-based evaluation of the CLM4.5 and LPX-Bern models
journal, January 2017
- Keller, Kathrin M.; Lienert, Sebastian; Bozbiyik, Anil
- Biogeosciences, Vol. 14, Issue 10
SMOS-IC: An Alternative SMOS Soil Moisture and Vegetation Optical Depth Product
journal, May 2017
- Fernandez-Moran, Roberto; Al-Yaari, Amen; Mialon, Arnaud
- Remote Sensing, Vol. 9, Issue 5
Increasing frequency of extreme El Niño events due to greenhouse warming
journal, January 2014
- Cai, Wenju; Borlace, Simon; Lengaigne, Matthieu
- Nature Climate Change, Vol. 4, Issue 2
A new version of the CABLE land surface model (Subversion revision r4601) incorporating land use and land cover change, woody vegetation demography, and a novel optimisation-based approach to plant coordination of photosynthesis
journal, January 2018
- Haverd, Vanessa; Smith, Benjamin; Nieradzik, Lars
- Geoscientific Model Development, Vol. 11, Issue 7
Inferring CO 2 sources and sinks from satellite observations: Method and application to TOVS data
journal, January 2005
- Chevallier, F.; Fisher, M.; Peylin, P.
- Journal of Geophysical Research, Vol. 110, Issue D24
Improving the ISBA CC land surface model simulation of water and carbon fluxes and stocks over the Amazon forest
journal, January 2015
- Joetzjer, E.; Delire, C.; Douville, H.
- Geoscientific Model Development, Vol. 8, Issue 6
Vegetation greenness and land carbon-flux anomalies associated with climate variations: a focus on the year 2015
journal, January 2017
- Yue, Chao; Ciais, Philippe; Bastos, Ana
- Atmospheric Chemistry and Physics, Vol. 17, Issue 22
Influence of El Niño on atmospheric CO 2 over the tropical Pacific Ocean: Findings from NASA’s OCO-2 mission
journal, October 2017
- Chatterjee, A.; Gierach, M. M.; Sutton, A. J.
- Science, Vol. 358, Issue 6360
North American terrestrial CO2 uptake largely offset by CH4 and N2O emissions: toward a full accounting of the greenhouse gas budget
journal, March 2014
- Tian, Hanqin; Chen, Guangsheng; Lu, Chaoqun
- Climatic Change, Vol. 129, Issue 3-4
Harmonization of land-use scenarios for the period 1500–2100: 600 years of global gridded annual land-use transitions, wood harvest, and resulting secondary lands
journal, August 2011
- Hurtt, G. C.; Chini, L. P.; Frolking, S.
- Climatic Change, Vol. 109, Issue 1-2
Predicting carbon dioxide and energy fluxes across global FLUXNET sites with
regression algorithms
journal, January 2016
- Tramontana, Gianluca; Jung, Martin; Schwalm, Christopher R.
- Biogeosciences, Vol. 13, Issue 14
The impact of lateral carbon fluxes on the European carbon balance
journal, January 2008
- Ciais, P.; Borges, A. V.; Abril, G.
- Biogeosciences, Vol. 5, Issue 5
Modelling the passive microwave signature from land surfaces: A review of recent results and application to the L-band SMOS & SMAP soil moisture retrieval algorithms
journal, April 2017
- Wigneron, J. -P.; Jackson, T. J.; O'Neill, P.
- Remote Sensing of Environment, Vol. 192
Amazon drought and forest response: Largely reduced forest photosynthesis but slightly increased canopy greenness during the extreme drought of 2015/2016
journal, February 2018
- Yang, Jia; Tian, Hanqin; Pan, Shufen
- Global Change Biology, Vol. 24, Issue 5
Variability of fire carbon emissions in equatorial Asia and its nonlinear sensitivity to El Niño: FIRE CARBON EMISSIONS IN EQUATORIAL ASIA
journal, October 2016
- Yin, Yi; Ciais, Philippe; Chevallier, Frederic
- Geophysical Research Letters, Vol. 43, Issue 19
The Joint UK Land Environment Simulator (JULES), model description – Part 2: Carbon fluxes and vegetation dynamics
journal, January 2011
- Clark, D. B.; Mercado, L. M.; Sitch, S.
- Geoscientific Model Development, Vol. 4, Issue 3
Recent increases in terrestrial carbon uptake at little cost to the water cycle
journal, July 2017
- Cheng, Lei; Zhang, Lu; Wang, Ying-Ping
- Nature Communications, Vol. 8, Issue 1
Competition between plant functional types in the Canadian Terrestrial Ecosystem Model (CTEM) v. 2.0
journal, January 2016
- Melton, J. R.; Arora, V. K.
- Geoscientific Model Development, Vol. 9, Issue 1
Record-breaking warming and extreme drought in the Amazon rainforest during the course of El Niño 2015–2016
journal, September 2016
- Jiménez-Muñoz, Juan C.; Mattar, Cristian; Barichivich, Jonathan
- Scientific Reports, Vol. 6, Issue 1
Nonlinear ENSO Warming Suppression (NEWS)
journal, June 2017
- Kohyama, Tsubasa; Hartmann, Dennis L.
- Journal of Climate, Vol. 30, Issue 11
Sources and delivery of carbon, nitrogen, and phosphorus to the coastal zone: An overview of Global Nutrient Export from Watersheds (NEWS) models and their application: GLOBAL EXPORT OF C, N, AND P TO COASTAL SYSTEMS
journal, December 2005
- Seitzinger, S. P.; Harrison, J. A.; Dumont, Egon
- Global Biogeochemical Cycles, Vol. 19, Issue 4
Global covariation of carbon turnover times with climate in terrestrial ecosystems
journal, September 2014
- Carvalhais, Nuno; Forkel, Matthias; Khomik, Myroslava
- Nature, Vol. 514, Issue 7521
Contribution of semi-arid ecosystems to interannual variability of the global carbon cycle
journal, May 2014
- Poulter, Benjamin; Frank, David; Ciais, Philippe
- Nature, Vol. 509, Issue 7502
Hydrologic resilience and Amazon productivity
journal, August 2017
- Ahlström, Anders; Canadell, Josep G.; Schurgers, Guy
- Nature Communications, Vol. 8, Issue 1
History of El Niño impacts on the global carbon cycle 1957–2017: a quantification from atmospheric CO 2 data
journal, October 2018
- Rödenbeck, C.; Zaehle, S.; Keeling, R.
- Philosophical Transactions of the Royal Society B: Biological Sciences, Vol. 373, Issue 1760
Analysis of daily, monthly, and annual burned area using the fourth-generation global fire emissions database (GFED4): ANALYSIS OF BURNED AREA
journal, March 2013
- Giglio, Louis; Randerson, James T.; van der Werf, Guido R.
- Journal of Geophysical Research: Biogeosciences, Vol. 118, Issue 1
Compensatory water effects link yearly global land CO2 sink changes to temperature
journal, January 2017
- Jung, Martin; Reichstein, Markus; Schwalm, Christopher R.
- Nature, Vol. 541, Issue 7638
Global Carbon Budget 2017
journal, January 2018
- Le Quéré, Corinne; Andrew, Robbie M.; Friedlingstein, Pierre
- Earth System Science Data, Vol. 10, Issue 1
The use of the multi-model ensemble in probabilistic climate projections
journal, June 2007
- Tebaldi, Claudia; Knutti, Reto
- Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, Vol. 365, Issue 1857
ORCHIDEE-MICT (v8.4.1), a land surface model for the high latitudes: model description and validation
journal, January 2018
- Guimberteau, Matthieu; Zhu, Dan; Maignan, Fabienne
- Geoscientific Model Development, Vol. 11, Issue 1
Impact of changes in diffuse radiation on the global land carbon sink
journal, April 2009
- Mercado, Lina M.; Bellouin, Nicolas; Sitch, Stephen
- Nature, Vol. 458, Issue 7241
Variations in atmospheric CO2 growth rates coupled with tropical temperature
journal, July 2013
- Wang, W.; Ciais, P.; Nemani, R. R.
- Proceedings of the National Academy of Sciences, Vol. 110, Issue 32
Evaluation of spatially explicit emission scenario of land-use change and biomass burning using a process-based biogeochemical model
journal, March 2013
- Kato, Etsushi; Kinoshita, Tsuguki; Ito, Akihiko
- Journal of Land Use Science, Vol. 8, Issue 1
On aggregation errors in atmospheric transport inversions
journal, March 2001
- Kaminski, Thomas; Rayner, Peter J.; Heimann, Martin
- Journal of Geophysical Research: Atmospheres, Vol. 106, Issue D5
Sensitivity of tropical carbon to climate change constrained by carbon dioxide variability
journal, February 2013
- Cox, Peter M.; Pearson, David; Booth, Ben B.
- Nature, Vol. 494, Issue 7437
Interannual extremes in the rate of rise of atmospheric carbon dioxide since 1980
journal, June 1995
- Keeling, C. D.; Whorf, T. P.; Wahlen, M.
- Nature, Vol. 375, Issue 6533
Recent trends and drivers of regional sources and sinks of carbon dioxide
journal, January 2015
- Sitch, S.; Friedlingstein, P.; Gruber, N.
- Biogeosciences, Vol. 12, Issue 3
Representation of natural and anthropogenic land cover change in MPI-ESM: Land Cover in MPI-ESM
journal, July 2013
- Reick, C. H.; Raddatz, T.; Brovkin, V.
- Journal of Advances in Modeling Earth Systems, Vol. 5, Issue 3
Comment on "Drought-Induced Reduction in Global Terrestrial Net Primary Production from 2000 Through 2009"
journal, August 2011
- Samanta, A.; Costa, M. H.; Nunes, E. L.
- Science, Vol. 333, Issue 6046
Drought Sensitivity of the Amazon Rainforest
journal, March 2009
- Phillips, O. L.; Aragao, L. E. O. C.; Lewis, S. L.
- Science, Vol. 323, Issue 5919
CO 2 surface fluxes at grid point scale estimated from a global 21 year reanalysis of atmospheric measurements
journal, January 2010
- Chevallier, F.; Ciais, P.; Conway, T. J.
- Journal of Geophysical Research, Vol. 115, Issue D21
ENSO variability, teleconnections and climate change
journal, December 2001
- Diaz, Henry F.; Hoerling, Martin P.; Eischeid, Jon K.
- International Journal of Climatology, Vol. 21, Issue 15
Terrestrial mechanisms of interannual CO 2 variability : INTERANNUAL CO
journal, March 2005
- Zeng, N.; Mariotti, A.; Wetzel, P.
- Global Biogeochemical Cycles, Vol. 19, Issue 1
Fire in the Earth System
journal, April 2009
- Bowman, D. M. J. S.; Balch, J. K.; Artaxo, P.
- Science, Vol. 324, Issue 5926
Evaluating the Land and Ocean Components of the Global Carbon Cycle in the CMIP5 Earth System Models
journal, September 2013
- Anav, A.; Friedlingstein, P.; Kidston, M.
- Journal of Climate, Vol. 26, Issue 18
Intensification of terrestrial carbon cycle related to El Niño–Southern Oscillation under greenhouse warming
journal, November 2017
- Kim, Jin-Soo; Kug, Jong-Seong; Jeong, Su-Jong
- Nature Communications, Vol. 8, Issue 1
The impact of alternative trait-scaling hypotheses for the maximum photosynthetic carboxylation rate ( V cmax ) on global gross primary production
journal, June 2017
- Walker, Anthony P.; Quaife, Tristan; van Bodegom, Peter M.
- New Phytologist, Vol. 215, Issue 4
Updated high-resolution grids of monthly climatic observations - the CRU TS3.10 Dataset: UPDATED HIGH-RESOLUTION GRIDS OF MONTHLY CLIMATIC OBSERVATIONS
journal, May 2013
- Harris, I.; Jones, P. D.; Osborn, T. J.
- International Journal of Climatology, Vol. 34, Issue 3
The global NPP dependence on ENSO: La Niña and the extraordinary year of 2011: GLOBAL NPP AND ENSO: THE 2011 LA NIÑA
journal, July 2013
- Bastos, A.; Running, Steven W.; Gouveia, Célia
- Journal of Geophysical Research: Biogeosciences, Vol. 118, Issue 3
Was the extreme Northern Hemisphere greening in 2015 predictable?
journal, April 2017
- Bastos, Ana; Ciais, Philippe; Park, Taejin
- Environmental Research Letters, Vol. 12, Issue 4
CO 2 emissions from land-use change affected more by nitrogen cycle, than by the choice of land-cover data
journal, April 2013
- Jain, Atul K.; Meiyappan, Prasanth; Song, Yang
- Global Change Biology, Vol. 19, Issue 9
Satellite passive microwaves reveal recent climate-induced carbon losses in African drylands
journal, April 2018
- Brandt, Martin; Wigneron, Jean-Pierre; Chave, Jerome
- Nature Ecology & Evolution, Vol. 2, Issue 5
A dynamic global vegetation model for studies of the coupled atmosphere-biosphere system: DVGM FOR COUPLED CLIMATE STUDIES
journal, February 2005
- Krinner, G.; Viovy, Nicolas; de Noblet-Ducoudré, Nathalie
- Global Biogeochemical Cycles, Vol. 19, Issue 1
MOD15A2H MODIS/Terra Leaf Area Index/FPAR 8-Day L4 Global 500m SIN Grid V006
null, January 2015
- R. Myneni, Y. Knyazikhin
- NASA EOSDIS Land Processes DAAC
MYD15A2H MODIS/Aqua Leaf Area Index/FPAR 8-Day L4 Global 500m SIN Grid V006
null, January 2015
- R. Myneni, Y. Knyazikhin
- NASA EOSDIS Land Processes DAAC
Supplementary material from "Impact of the 2015–2016 El Nino on the terrestrial carbon cycle constrained by bottom-up and top-down approaches"
collection, August 2018
- Bastos, Ana; Friedlingstein, Pierre; Sitch, Stephen
- figshare-Supplementary information for journal article at DOI: 10.1098/rstb.2017.0304, 2 files
Global Carbon Budget 2017
text, January 2018
- Le Quéré, C.; Andrew, R. M.; Friedlingstein, P.
- Karlsruhe
20th century changes in carbon isotopes and water-use efficiency: tree-ring-based evaluation of the CLM4.5 and LPX-Bern models
text, January 2017
- Koven, Charles D.; Leuenberger, Markus; Siegwolf, Rolf
- European Geosciences Union
Recent trends and drivers of regional sources and sinks of carbon dioxide
text, January 2015
- Sitch, S.; Friedlingstein, P.; Gruber, N.
- Karlsruhe
Per-capita estimations of long-term historical land use and the consequences for global change research
dataset, January 2017
- Goldewijk, Kees Klein; Dekker, Stefan C.; Zanden, Jan Luiten Van
- Taylor & Francis
Predicting carbon dioxide and energy fluxes across global FLUXNET sites with regression algorithms
text, January 2016
- Tramontana, Gianluca; Jung, Martin; Camps-Valls, Gustau
- ETH Zurich
Per-capita estimations of long-term historical land use and the consequences for global change research
dataset, January 2017
- Goldewijk, Kees Klein; Dekker, Stefan C.; Zanden, Jan Luiten Van
- Taylor & Francis
Works referencing / citing this record:
Drought: Progress in broadening its understanding
journal, December 2019
- Haile, Gebremedhin Gebremeskel; Tang, Qiuhong; Li, Wenhong
- WIREs Water, Vol. 7, Issue 2
El Niño‐Southern Oscillation‐Induced Variability of Terrestrial Gross Primary Production During the Satellite Era
journal, August 2019
- Zhang, Yulong; Dannenberg, Matthew P.; Hwang, Taehee
- Journal of Geophysical Research: Biogeosciences, Vol. 124, Issue 8
Satellite-observed pantropical carbon dynamics
journal, July 2019
- Fan, Lei; Wigneron, Jean-Pierre; Ciais, Philippe
- Nature Plants, Vol. 5, Issue 9
New insights into the variability of the tropical land carbon cycle from the El Niño of 2015/2016
journal, October 2018
- Malhi, Yadvinder; Rowland, Lucy; Aragão, Luiz E. O. C.
- Philosophical Transactions of the Royal Society B: Biological Sciences, Vol. 373, Issue 1760
Tropical forests did not recover from the strong 2015–2016 El Niño event
journal, February 2020
- Wigneron, Jean-Pierre; Fan, Lei; Ciais, Philippe
- Science Advances, Vol. 6, Issue 6
Figures / Tables found in this record: