Compositional response of Amazon forests to climate change
Open accessAbstract
Most of the planet's diversity is concentrated in the tropics, which includes many regions undergoing rapid climate change. Yet, while climate‐induced biodiversity changes are widely documented elsewhere, few studies have addressed this issue for lowland tropical ecosystems. Here we investigate whether the floristic and functional composition of intact lowland Amazonian forests have been changing by evaluating records from 106 long‐term inventory plots spanning 30 years. We analyse three traits that have been hypothesized to respond to different environmental drivers (increase in moisture stress and atmospheric CO 2 concentrations): maximum tree size, biogeographic water‐deficit affiliation and wood density. Tree communities have become increasingly dominated by large‐statured taxa, but to date there has been no detectable change in mean wood density or water deficit affiliation at the community level, despite most forest plots having experienced an intensification of the dry season. However, among newly recruited trees, dry‐affiliated genera have become more abundant, while the mortality of wet‐affiliated genera has increased in those plots where the dry season has intensified most. Thus, a slow shift to a more dry‐affiliated Amazonia is underway, with changes in compositional dynamics (recruits and mortality) consistent with climate‐change drivers, but yet to significantly impact whole‐community composition. The Amazon observational record suggests that the increase in atmospheric CO 2 is driving a shift within tree communities to large‐statured species and that climate changes to date will impact forest composition, but long generation times of tropical trees mean that biodiversity change is lagging behind climate change.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Field evidence from long-term monitoring sites across the Amazon shows that tree mortality rates are increasing in most sites, reducing carbon storage, while favouring the replacement by drought-affiliated species.
“For instance, field evidence from long-term monitoring sites across the Amazon shows that tree mortality rates are increasing in most sites, reducing carbon storage46, while favouring the replacement by drought-affiliated species47.”
From Critical transitions in the Amazon forest system (2024) · cites this paper as [47]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Fitting Linear Mixed-Effects Models Using <b>lme4</b>
Bates, D., Mächler, M., Bolker, B., & Walker, S. (2015) · Journal of Statistical Software · doi:10.18637/jss.v067.i01 · Cited by 86,835 · see citing works
A large and persistent carbon sink in the world’s forests
Pan, Y., Birdsey, R. A., Fang, J., Houghton, R., Kauppi, P. E., Kurz, W. A., Phillips, O. L., Shvidenko, A., Lewis, S. L., Canadell, J. G., et al. (2011) · Science · doi:10.1126/science.1201609 · Cited by 8,458 · see citing works
Self-citationPeres, C. A., & Palacios, E. (2007) · Biotropica · doi:10.1111/j.1744-7429.2007.00272.x · Cited by 1,383 · see citing works
The drought of Amazonia in 2005.
Marengo, J. A., Nobre, C. A., Tomasella, J., Oyama, M. D., Sampaio de Oliveira, G., de Oliveira, R., Camargo, H., Alves, L. M., & Brown, I. F. (2008) · Journal of Climate · doi:10.1175/2007jcli1600.1 · Cited by 725 · see citing works
Flagged first, then by citations
Research works printed but not linked: 109
- Allen, R. G., Smith, M., Pereira, L. S., & Perrier, A. (1994). An update for the calculation of reference evapotranspiration. ICID Bulletin, 43, 35– 92.
- Aragão, L., Malhi, Y., Roman‐ Cuesta, R. M., Saatchi, S., Anderson, L. O., & Shimabukuro, Y. E. (2007). Spatial patterns and fire response of recent Ammazonian droughts. Geophysical Research Letters, 34, L07701.
- Baker, T. R., Phillips, O. L., Malhi, Y., Almeida, S., Arroyo, L., Di Fiore, A., … Vásquez Martínez, R. (2004). Variation in wood density determines spatial patterns in Amazonian forest biomass. Global Change Biology, 10, 545– 562. 10.1111/j.1365-2486.2004.00751.x · DOI
- Baker, T. R., Vela Díaz, D. M., Chama Moscoso, V., Navarro, H. G., Monteagudo, A., Pinto, R., … Phillips, O. L. (2016). Consistent, small effects of treefall disturbances on the composition and diversity of four Amazonian forests. Journal of Ecology, 104, 497– 506. 10.1111/1365-2745.12529 27609991 PMC4991291 · DOI
- Baraloto, C., Paine, C. E. T., Patino, S., Bonal, D., Herault, B., & Chave, J. (2010). Functional trait variation and sampling strategies in species‐rich plant communities. Functional Ecology, 24, 208– 216. 10.1111/j.1365-2435.2009.01600.x · DOI
- Bello, C., Galetti, M., Pizo, M. A., Magnago, L. F., Rocha, M. F., Lima, R. A., … Jordano, P. (2015). Defaunation affects carbon storage in tropical forests. Science Advances, 11, e1501105 10.1126/sciadv.1501105 PMC4730851 26824067 · DOI
- Bennett, A. C., Mcdowell, N. G., Allen, C. D., & Anderson‐Teixeira, K. J. (2015). Larger trees suffer most during drought in forests worldwide. Nature Plants, 1, 15139 10.1038/nplants.2015.139 27251391 · DOI
- Blonder, B., Moulton, D. E., Blois, J., Enquist, B. J., Graae, B. J., Macias‐Fauria, M., … Svenning, J. C. (2017). Predictability in community dynamics. Ecology Letters, 20, 293– 306. 10.1111/ele.12736 28145038 · DOI
- Boisier, J. P., Ciais, P., Ducharne, A., & Guimberteau, M. (2015). Projected strengthening of Amazonian dry season by constrained climate model simulations. Nature Climate Change, 5, 656– 660. 10.1038/nclimate2658 · DOI
- Bowler, D. E., Hof, C., Haase, P., Kröncke, I., Schweiger, O., Adrian, R., … Böhning‐Gaese, K. (2017). Cross‐realm assessment of climate change impacts on species’ abundance trends. Nature Ecology and Evolution, 1, 67 10.1038/s41559-016-0067 28812743 · DOI
- Brienen, R. J. W., Phillips, O. L., Feldpausch, T. R., Gloor, E., Baker, T. R., Lloyd, J., & Zagt, R. J. (2015). Long‐term decline of the Amazon carbon sink. Nature, 519, 344– 348. 10.1038/nature14283 25788097 · DOI · Paper page
- Butt, N., Malhi, Y., New, M., Macía, M. J., Lewis, S. L., Lopez‐Gonzalez, G., … Phillips, O. L. (2014). Shifting dynamics of climate‐functional groups in old‐growth Amazonian forests. Plant Ecology and Diversity, 7, 267– 279. 10.1080/17550874.2012.715210 · DOI
- Cardoso, D., Särkinen, T., Alexander, S., Amorim, A. M., Bittrich, V., Celis, M., … Forzza, R. C. (2017). Amazon plant diversity revealed by a taxonomically verified species list. Proceedings of the National Academy of Sciences, 114, 10695– 10700. 10.1073/pnas.1706756114 PMC5635885 28923966 · DOI
- Chambers, J. Q., Negron‐Juarez, R. I., Marra, D. M., Di Vittorio, A., Tews, J., Roberts, D., … Higuchi, N. (2013). The steady‐state mosaic of disturbance and succession across an old‐growth Central Amazon forest landscape. Proceedings of the National Academy of Sciences, 110, 3949– 3954. 10.1073/pnas.1202894110 PMC3593828 23359707 · DOI
- Chapman, C. A., & Chapman, L. J. (1995). Survival without dispersers: seedling recruitment under parents. Conservation Biology, 9, 675– 678. 10.1046/j.1523-1739.1995.09030675.x · DOI
- Chave, J., Condit, R., Muller‐Landau, H. C., Thomas, S. C., Ashton, P. S., Bunyavejchewin, S., … Losos, E. C. (2008). Assessing evidence for a pervasive alteration in tropical tree communities. Plos Biology, 6, 455– 462. PMC2270308 18318600
- Chave, J., Coomes, D., Jansen, S., Lewis, S. L., Swenson, N. G., & Zanne, A. E. (2009). Towards a worldwide wood economics spectrum. Ecology Letters, 12, 351– 366. 10.1111/j.1461-0248.2009.01285.x 19243406 · DOI
- Chen, I.‐C., Shiu, H.‐J., Benedick, S., Holloway, J. D., Chey, V. K., Barlow, H. S., … Thomas, C. D. (2009). Elevation increases in moth assemblages over 42 years on a tropical mountain. Proceedings of the National Academy of Sciences of the United States of America, 106, 1479– 1483. 10.1073/pnas.0809320106 19164573 PMC2635813 · DOI
- Coelho de Souza, F., Dexter, K. G., Phillips, O. L., Brienen, R. J., Chave, J., Galbraith, D. R., … Baker, T. R. (2016). Evolutionary heritage influences Amazon tree ecology. Proceedings of the Royal Society B: Biological Sciences, 283, 20161587. PMC5204144 27974517
- Condit, R., Hubbell, S. P., & Foster, R. B. (1996). Changes in tree species abundance in a Neotropical forest: Impact of climate change. Journal of Tropical Ecology, 12, 231– 256. 10.1017/S0266467400009433 · DOI
- Connell, J. H., & Slatyer, R. O. (1977). Mechanisms of succession in natural communities and their role in community stability and organization. American Naturalist, 111, 1119– 1144. 10.1086/283241 · DOI
- Coomes, D. A., Lines, E. R., & Allen, R. B. (2011). Moving on from Metabolic Scaling Theory: Hierarchical models of tree growth and asymmetric competition for light. Journal of Ecology, 99, 748– 756. 10.1111/j.1365-2745.2011.01811.x · DOI
- Davis, M. B. (1989). Lags in vegetation response to greenhouse warming. Climatic Change, 15, 75– 82. 10.1007/BF00138846 · DOI
- Devictor, V., van Swaay, C., Brereton, T., Brotons, L., Chamberlain, D., Heliölä, J., … Jiguet, F. (2012). Differences in the climatic debts of birds and butterflies at a continental scale. Nature Climate Change, 2, 121 10.1038/nclimate1347 · DOI
- Diaz, S., Lavorel, S., De Bello, F., Quetier, F., Grigulis, K., & Robson, M. (2007). Incorporating plant functional diversity effects in ecosystem service assessments. Proceedings of the National Academy of Sciences of the United States of America, 104, 20684– 20689. 10.1073/pnas.0704716104 18093933 PMC2410063 · DOI · Paper page
- Doughty, C. E., Wolf, A., Morueta‐Holme, N., Jørgensen, P. M., Sandel, B., Violle, C., … Galetti, M. (2016). Megafauna extinction, tree species range reduction, and carbon storage in Amazonian forests. Ecography, 39, 194– 203. 10.1111/ecog.01587 · DOI
- Duffy, P. B., Brando, P., Asner, G. P., & Field, C. B. (2015). Projections of future meteorological drought and wet periods in the Amazon. Proceedings of the National Academy of Sciences of the United States of America, 112, 13172– 13177. 10.1073/pnas.1421010112 26460046 PMC4629378 · DOI
- Duque, A., Stevenson, P. R., & Feeley, K. J. (2015). Thermophilization of adult and juvenile tree communities in the northern tropical Andes. Proceedings of the National Academy of Sciences, 112, 10744– 10749. 10.1073/pnas.1506570112 PMC4553780 26261350 · DOI
- Engelbrecht, B. M. J., Comita, L. S., Condit, R., Kursar, T. A., Tyree, M. T., Turner, B. L., & Hubbell, S. P. (2007). Drought sensitivity shapes species distribution patterns in tropical forests. Nature, 447, 80– 82. 10.1038/nature05747 17476266 · DOI
- Enquist, B. J., & Enquist, C. F. (2011). Long‐term change within a Neotropical forest: Assessing differential functional and floristic responses to disturbance and drought. Global Change Biology, 17, 1408– 1424. 10.1111/j.1365-2486.2010.02326.x · DOI
- Enquist, B. J., West, G. B., & Brown, J. H. (2009). Extensions and evaluations of a general quantitative theory of forest structure and dynamics. Proceedings of the National Academy of Sciences, 106, 7046– 7051. 10.1073/pnas.0812303106 PMC2678479 19363161 · DOI
- Enquist, B. J., West, G. B., Charnov, E. L., & Brown, J. H. (1999). Allometric scaling of production and life‐history variation in vascular plants. Nature, 401, 907– 911. 10.1038/44819 · DOI
- Erfanian, A., Wang, G., & Fomenko, L. (2017). Unprecedented drought over tropical South America in 2016: Significantly under‐predicted by tropical SST. Scientific Reports, 7, 5811 10.1038/s41598-017-05373-2 28724896 PMC5517600 · DOI
- Espinoza, J. C., Marengo, J. A., Ronchail, J., Carpio, J. M., Flores, L. N., & Guyot, J. L. (2014). The extreme 2014 flood in south‐western Amazon basin: The role of tropical‐subtropical South Atlantic SST gradient. Environmental Research Letters, 9, 124007 10.1088/1748-9326/9/12/124007 · DOI
- Esquivel‐Muelbert, A., Baker, T. R., Dexter, K. G., Lewis, S. L., ter Steege, H., Lopez‐Gonzalez, G., … Phillips, O. L. (2017). Seasonal drought limits tree species across the Neotropics. Ecography, 40, 618– 629. 10.1111/ecog.01904 · DOI · Paper page
- Esquivel‐Muelbert, A., Galbraith, D., Dexter, K. G., Lewis, S. L., ter Steege, H., … Phillips, O. L. (2017). Biogeographic distributions of neotropical trees reflect their directly measured drought tolerances. Scientific Reports, 7, 8334 10.1038/s41598-017-08105-8 28827613 PMC5567183 · DOI
- Falster, D. S., & Westoby, M. (2003). Plant height and evolutionary games. Trends in Ecology and Evolution, 18, 337– 343. 10.1016/S0169-5347(03)00061-2 · DOI
- Falster, D. S., & Westoby, M. (2005). Alternative height strategies among 45 dicot rain forest species from tropical Queensland, Australia. Journal of Ecology, 93, 521– 535. 10.1111/j.0022-0477.2005.00992.x · DOI
- Fauset, S., Baker, T. R., Lewis, S. L., Feldpausch, T. R., Affum‐Baffoe, K., Foli, E. G., … Swaine, M. D. (2012). Drought‐induced shifts in the floristic and functional composition of tropical forests in Ghana. Ecology Letters, 15, 1120– 1129. 10.1111/j.1461-0248.2012.01834.x 22812661 · DOI
- Fauset, S., Johnson, M. O., Gloor, M., Baker, T. R., Monteagudo, M. A., Brienen, R. J., &, …, O. L. (2015). Hyperdominance in Amazonian forest carbon cycling. Nature Communications, 6, 6857 10.1038/ncomms7857 PMC4423203 25919449 · DOI
- Feeley, K. J., Davies, S. J., Perez, R., Hubbell, S. P., & Foster, R. B. (2011). Directional changes in the species composition of a tropical forest. Ecology, 92, 871– 882. 10.1890/10-0724.1 21661550 · DOI
- Feeley, K. J., Silman, M. R., Bush, M. B., Farfan, W., Cabrera, K. G., Malhi, Y., … Saatchi, S. (2011). Upslope migration of Andean trees. Journal of Biogeography, 38, 783– 791. 10.1111/j.1365-2699.2010.02444.x · DOI
- Feldpausch, T. R., Lloyd, J., Lewis, S. L., Brienen, R. J. W., Gloor, M., Monteagudo Mendoza, A., … Phillips, O. L. (2012). Tree height integrated into pantropical forest biomass estimates. Biogeosciences, 9, 3381– 3403. 10.5194/bg-9-3381-2012 · DOI
- Feldpausch, T. R., Phillips, O. L., Brienen, R. J. W., Gloor, E., Lloyd, J., Lopez‐Gonzalez, G., … Vos, V. A. (2016). Amazon forest response to repeated droughts. Global Biogeochemical Cycles, 30, 964– 982. 10.1002/2015GB005133 · DOI
- Fisher, J. I., Hurtt, G. C., Thomas, R. Q., & Chambers, J. Q. (2008). Clustered disturbances lead to bias in large‐scale estimates based on forest sample plots. Ecology Letters, 11, 554– 563. 10.1111/j.1461-0248.2008.01169.x 18373680 · DOI
- Flores, O., & Coomes, D. A. (2011). Estimating the wood density of species for carbon stock assessments. Methods in Ecology and Evolution, 2, 214– 220. 10.1111/j.2041-210X.2010.00068.x · DOI
- Francis, A. P., & Currie, D. J. (2003). A globally consistent richness‐climate relationship for angiosperms. American Naturalist, 161, 523– 536. 10.1086/368223 12776882 · DOI
- Fyllas, N. M., Patiño, S., Baker, T. R., Bielefeld Nardoto, G., Martinelli, L. A., Quesada, C. A., … Lloyd, J. (2009). Basin‐wide variations in foliar properties of Amazonian forest: Phylogeny, soils and climate. Biogeosciences, 6, 2677– 2708. 10.5194/bg-6-2677-2009 · DOI
- Fyllas, N. M., Quesada, C. A., & Lloyd, J. (2012). Deriving plant functional types for Amazonian forests for use in vegetation dynamics models. Perspectives in Plant Ecology, Evolution and Systematics, 14, 97– 110. 10.1016/j.ppees.2011.11.001 · DOI
- Gatti, L. V., Gloor, M., Miller, J. B., Doughty, C. E., Malhi, Y., Domingues, L. G., … Lloyd, J. (2014). Drought sensitivity of Amazonian carbon balance revealed by atmospheric measurements. Nature, 506, 76– 80. 10.1038/nature12957 24499918 · DOI
- Gentry, A. H. (1988). Changes in plant community diversity and floristic composition on environmental and geographical gradients. Annals of the Missouri Botanical Garden, 75, 1– 34. 10.2307/2399464 · DOI
- Giardina, F., Konings, A. G., Kennedy, D., Alemohammad, S. H., Oliveira, R. S., Uriarte, M., & Gentine, P. (2018). Tall Amazonian forests are less sensitive to precipitation variability. Nature Geoscience, 11, 405– 409. 10.1038/s41561-018-0133-5 · DOI
- Gloor, M., Barichivich, J., Ziv, G., Brienen, R., Schöngart, J., Peylin, P., … Baker, J. (2015). Recent Amazon climate as background for possible ongoing and future changes of Amazon humid forests. Global Biogeochemical Cycles, 29, 1384– 1399. 10.1002/2014GB005080 · DOI
- Harris, I., Jones, P. D., Osborn, T. J., & Lister, D. H. (2014). Updated high‐resolution grids of monthly climatic observations – the CRU TS3.10 Dataset. International Journal of Climatology, 34, 623– 642. 10.1002/joc.3711 · DOI
- Hilker, T., Lyapustin, A. I., Tucker, C. J., Hall, F. G., Myneni, R. B., Wang, Y., … Sellers, P. J. (2014). Vegetation dynamics and rainfall sensitivity of the Amazon. Proceedings of the National Academy of Sciences, 111, 16041– 16046. 10.1073/pnas.1404870111 PMC4234539 25349419 · DOI
- Hubbell, S. P. (2001). The unified neutral theory of biodiversity and biogeography. Princenton, NJ: Princenton University Press.
- Huffman, G. J., Bolvin, D. T., Nelkin, E. J., Wolff, D. B., Adler, R. F., Gu, G., … Stocker, E. F. (2007). The TRMM Multisatellite Precipitation Analysis (TMPA): Quasi‐Global, Multiyear, Combined‐Sensor Precipitation Estimates at Fine Scales. Journal of Hydrometeorology, 8, 38– 55. 10.1175/JHM560.1 · DOI
- Jiménez‐Muñoz, J. C., Mattar, C., Barichivich, J., Santamaría‐Artigas, A., Takahashi, K., Malhi, Y., … Schrier, G. (2016). Record‐breaking warming and extreme drought in the Amazon rainforest during the course of El Niño 2015–2016. Scientific Reports, 6, 33130 10.1038/srep33130 27604976 PMC5015046 · DOI
- Jiménez‐Muñoz, J. C., Sobrino, J. A., Mattar, C., & Malhi, Y. (2013). Spatial and temporal patterns of the recent warming of the Amazon forest. Journal of Geophysical Research: Atmospheres, 118, 5204– 5215.
- Joetzjer, E., Douville, H., Delire, C., & Ciais, P. (2013). Present‐day and future Amazonian precipitation in global climate models: CMIP5 versus CMIP3. Climate Dynamics, 41, 2921– 2936. 10.1007/s00382-012-1644-1 · DOI
- Laurance, W. F. (2004). Forest‐climate interactions in fragmented tropical landscapes. Philosophical Transactions of the Royal Society of London Series B‐Biological Sciences, 359, 345– 352. 10.1098/rstb.2003.1430 PMC1693331 15212089 · DOI
- Laurance, W. F., Oliveira, A. A., Laurance, S. G., Condit, R., Nascimento, H. E. M., Sanchez‐Thorin, A. C., … Dick, C. W. (2004). Pervasive alteration of tree communities in undisturbed Amazonian forests. Nature, 428, 171– 175. 10.1038/nature02383 15014498 · DOI
- Lenoir, J., Gegout, J. C., Marquet, P. A., De Ruffray, P., & Brisse, H. (2008). A significant upward shift in plant species optimum elevation during the 20th century. Science, 320, 1768– 1771. 10.1126/science.1156831 18583610 · DOI
- Levine, N. M., Zhang, K., Longo, M., Baccini, A., Phillips, O. L., Lewis, S. L., … Moorcroft, P. R. (2016). Ecosystem heterogeneity determines the ecological resilience of the Amazon to climate change. Proceedings of the National Academy of Sciences, 113, 793– 797. 10.1073/pnas.1511344112 PMC4725538 26711984 · DOI · Paper page
- Levis, C., Costa, F. R. C., Bongers, F., Peña‐Claros, M., Clement, C. R., Junqueira, A. B., … Ter Steege, H. (2017). Persistent effects of pre‐Columbian plant domestication on Amazonian forest composition. Science, 355, 925– 931. 10.1126/science.aal0157 28254935 · DOI · Paper page
- Lewis, S. L., Brando, P. M., Phillips, O. L., Van Der Heijden, G. M. F., & Nepstad, D. (2011). The 2010 Amazon drought. Science, 331, 554 10.1126/science.1200807 21292971 · DOI · Paper page
- Lewis, S. L., Lloyd, J., Sitch, S., Mitchard, E. T. A., & Laurance, W. F. (2009). Changing ecology of tropical forests: evidence and drivers. In: Annual Review of Ecology Evolution and Systematics. Palo Alto, Annual Reviews.
- Lewis, S. L., Lopez‐Gonzalez, G., Sonke, B., Affum‐Baffoe, K., Baker, T. R., Ojo, L. O., … Wöll, H. (2009). Increasing carbon storage in intact African tropical forests. Nature, 457, 1003– 1006. 10.1038/nature07771 19225523 · DOI
- Lloyd, J., & Farquhar, G. D. (1996). The CO2 dependence of photosynthesis, plant growth responses to elevated atmospheric CO2 concentrations and their interaction with soil nutrient status.1. General principles and forest ecosystems. Functional Ecology, 10, 4– 32. 10.2307/2390258 · DOI
- Lloyd, J., & Farquhar, G. D. (2008). Effects of rising temperatures and CO2 on the physiology of tropical forest trees. Philosophical Transactions of the Royal Society B‐Biological Sciences, 363, 1811– 1817. 10.1098/rstb.2007.0032 PMC2374913 18267901 · DOI
- Lopez‐Gonzalez, G., Lewis, S. L., Burkitt, M., & Phillips, O. L. (2011). ForestPlots.net: A web application and research tool to manage and analyse tropical forest plot data. Journal of Vegetation Science, 22, 610– 613. 10.1111/j.1654-1103.2011.01312.x · DOI
- Malhi, Y., Phillips, O. L., Lloyd, J., Baker, T., Wright, J., Almeida, S., … Vinceti, B. (2002). An international network to monitor the structure, composition and dynamics of Amazonian forests (RAINFOR). Journal of Vegetation Science, 13, 439– 450. 10.1111/j.1654-1103.2002.tb02068.x · DOI
- Marengo, J. A., & Espinoza, J. C. (2016). Extreme seasonal droughts and floods in Amazonia: Causes, trends and impacts. International Journal of Climatology, 36, 1033– 1050. 10.1002/joc.4420 · DOI · Paper page
- Marengo, J. A., Tomasella, J., Alves, L. M., Soares, W. R., & Rodriguez, D. A. (2011). The drought of 2010 in the context of historical droughts in the Amazon region. Geophysical Research Letters, 38, L12703.
- McDowell, N. G., & Allen, C. D. (2015). Darcy's law predicts widespread forest mortality under climate warming. Nature Climate Change, 5, 669– 672. 10.1038/nclimate2641 · DOI
- McGill, B. J., Enquist, B. J., Weiher, E., & Westoby, M. (2006). Rebuilding community ecology from functional traits. Trends in Ecology and Evolution, 21, 178– 185. 10.1016/j.tree.2006.02.002 16701083 · DOI
- McIntyre, P. J., Thorne, J. H., Dolanc, C. R., Flint, A. L., Flint, L. E., Kelly, M., & Ackerly, D. D. (2015). Twentieth‐century shifts in forest structure in California: Denser forests, smaller trees, and increased dominance of oaks. Proceedings of the National Academy of Sciences, 112, 1458– 1463. 10.1073/pnas.1410186112 PMC4321274 25605888 · DOI
- McMichael, C. N. H., Matthews‐Bird, F., Farfan‐Rios, W., & Feeley, K. J. (2017). Ancient human disturbances may be skewing our understanding of Amazonian forests. Proceedings of the National Academy of Sciences, 114, 522– 527. 10.1073/pnas.1614577114 PMC5255623 28049821 · DOI
- Nascimento, H. E. M., Laurance, W. F., Condit, R., Laurance, S. G., D'angelo, S., & Andrade, A. C. (2005). Demographic and life‐history correlates for Amazonian trees. Journal of Vegetation Science, 16, 625– 634. 10.1111/j.1654-1103.2005.tb02405.x · DOI
- Nepstad, D. C., Tohver, I. M., Ray, D., Moutinho, P., & Cardinot, G. (2007). Mortality of large trees and lianas following experimental drought in an amazon forest. Ecology, 88, 2259– 2269. 10.1890/06-1046.1 17918404 · DOI
- Osuri, A. M., Ratnam, J., Varma, V., Alvarez‐Loayza, P., Hurtado Astaiza, J., Bradford, M., … Sankaran, M. (2016). Contrasting effects of defaunation on aboveground carbon storage across the global tropics. Nature Communications, 7, 11351 10.1038/ncomms11351 PMC4848488 27108957 · DOI
- Penone, C., Davidson, A. D., Shoemaker, K. T., Di Marco, M., Rondinini, C., Brooks, T. M., … Costa, G. C. (2014). Imputation of missing data in life‐history trait datasets: Which approach performs the best? Methods in Ecology and Evolution, 5, 961– 970. 10.1111/2041-210X.12232 · DOI
- Peres, C. A., Emilio, T., Schietti, J., Desmoulière, S. J. M., & Levi, T. (2016). Dispersal limitation induces long‐term biomass collapse in overhunted Amazonian forests. Proceedings of the National Academy of Sciences, 113, 892– 897. 10.1073/pnas.1516525113 PMC4743805 26811455 · DOI
- Peres, C. A., & Lake, I. R. (2003). Extent of nontimber resource extraction in tropical forests: Accessibility to game vertebrates by hunters in the Amazon basin. Conservation Biology, 17, 521– 535. 10.1046/j.1523-1739.2003.01413.x · DOI
- Phillips, O. L., Aragao, L., Lewis, S. L., Fisher, J. B., Lloyd, J., López‐González, G., … Lezama, A. (2009). Drought sensitivity of the amazon rainforest. Science, 323, 1344– 1347. 10.1126/science.1164033 19265020 · DOI
- Phillips, O. L., & Gentry, A. H. (1994). Increasing turnover through time in tropical forests. Science, 263, 954– 958. 10.1126/science.263.5149.954 17758638 · DOI
- Phillips, O. L., Malhi, Y., Higuchi, N., Laurance, W. F., Nunez, P. V., Vasquez, R. M., … Grace, J. (1998). Changes in the carbon balance of tropical forests: Evidence from long‐term plots. Science, 282, 439– 442. 10.1126/science.282.5388.439 9774263 · DOI
- Phillips, O. L., Van Der Heijden, G., Lewis, S. L., López‐González, G., Aragão, L. E., Lloyd, J., … Vilanova, E. (2010). Drought‐mortality relationships for tropical forests. New Phytologist, 187, 631– 646. 10.1111/j.1469-8137.2010.03359.x 20659252 · DOI
- Pitman, N. C. A., Terborgh, J. W., Silman, M. R., Percy Nùñez, V., Neill, D. A., Ceron, C. E., … Aulestia, M. (2002). A comparison of tree species diversity in two upper Amazonian forests. Ecology, 83, 3210– 3224. 10.1890/0012-9658(2002)083[3210:ACOTSD]2.0.CO;2 · DOI
- Pokhrel, Y. N., Fan, Y., & Miguez‐Macho, G. (2014). Potential hydrologic changes in the Amazon by the end of the 21st century and the groundwater buffer. Environmental Research Letters, 9, 084004.
- Poorter, L., Bongers, F., Sterck, F. J., & Wöll, H. (2005). Beyond the regeneration phase: Differentiation of height–light trajectories among tropical tree species. Journal of Ecology, 93, 256– 267. 10.1111/j.1365-2745.2004.00956.x · DOI
- Poorter, L., McDonald, I., Alarcón, A., Fichtler, E., Licona, J. C., Peña‐Claros, M., … Sass‐Klaassen, U. (2010). The importance of wood traits and hydraulic conductance for the performance and life history strategies of 42 rainforest tree species. New Phytologist, 185, 481– 492. 10.1111/j.1469-8137.2009.03092.x 19925555 · DOI
- Qie, L., Lewis, S. L., Sullivan, M. J. P., Lopez‐Gonzalez, G., Pickavance, G. C., Sunderland, T., &, …, O. L. (2017). Long‐term carbon sink in Borneo's forests halted by drought and vulnerable to edge effects. Nature Communications, 8, 1966. PMC5736600 29259276
- Rowland, L., Da Costa, A. C. L., Galbraith, D. R., Oliveira, R. S., Binks, O. J., Oliveira, A. A., … Meir, P. (2015). Death from drought in tropical forests is triggered by hydraulics not carbon starvation. Nature, 528, 119– 122. 26595275
- Sakschewski, B., von Bloh, W., Boit, A., Poorter, L., Peña‐Claros, M., Heinke, J., … Thonicke, K. (2016). Resilience of Amazon forests emerges from plant trait diversity. Nature Climate Change, 6, 1032– 1036. 10.1038/nclimate3109 · DOI · Paper page
- Stahl, C., Hérault, B., Rossi, V., Burban, B., Bréchet, C., & Bonal, D. (2013). Depth of soil water uptake by tropical rainforest trees during dry periods: Does tree dimension matter? Oecologia, 173, 1191– 1201. 10.1007/s00442-013-2724-6 23852028 · DOI
- Svenning, J.‐C., & Sandel, B. (2013). Disequilibrium vegetation dynamics under future climate change. American Journal of Botany, 100, 1266– 1286. 10.3732/ajb.1200469 23757445 · DOI
- Ter Steege, H., Nigel, C. A., Sabatier, D., Baraloto, C., Salomão, R. P., Guevara, J. E., … Silman, M. R. (2013). Hyperdominance in the Amazonian tree flora. Science, 342, 325. 24136971
- Terborgh, J., Nuñez‐Iturri, G., Pitman, N. C., Valverde, F. H., Alvarez, P., Swamy, V., … Paine, C. E. (2008). Tree recruitment in an empty forest. Ecology, 89, 1757– 1768. 10.1890/07-0479.1 18589539 · DOI
- Thomas, C. D., Cameron, A., Green, R. E., Bakkenes, M., Beaumont, L., Collingham, Y. C., & Williams, S. E. (2004). Extinction risk from climate change. Nature, 427, 145– 148. 10.1038/nature02121 14712274 · DOI
- Van Der Sande, M. T., Arets, E. J. M. M., Peña‐Claros, M., Luciana de Avila, A., Roopsind, A., Mazzei, L., … Poorter, L. (2016). Old‐growth Neotropical forests are shifting in species and trait composition. Ecological Monographs, 86(2), 228– 243. 10.1890/15-1815.1 · DOI
- Van Der Sleen, P., Groenendijk, P., Vlam, M., Anten, N. P. R., Boom, A., Bongers, F., Pons, T. L., Terburg, G., … Zuidema, P. A. (2015). No growth stimulation of tropical trees by 150 years of CO2 fertilization but water‐use efficiency increased. Nature Geoscience, 8, 24– 28. 10.1038/ngeo2313 · DOI · Paper page
- Violle, C., Reich, P. B., Pacala, S. W., Enquist, B. J., & Kattge, J. (2014). The emergence and promise of functional biogeography. Proceedings of the National Academy of Sciences of the United States of America, 111, 13690– 13696. 10.1073/pnas.1415442111 25225414 PMC4183284 · DOI
- Wright, S. J. (1992). Seasonal drought, soil fertility and the species density of tropical forest plant communities. Trends in Ecology and Evolution, 7, 260– 263. 10.1016/0169-5347(92)90171-7 21236025 · DOI
- Wright, S. J. (2005). Tropical forests in a changing environment. Trends in Ecology and Evolution, 20, 553– 560. 10.1016/j.tree.2005.07.009 16701434 · DOI
- Zalamea, P. C., Heuret, P., Sarmiento, C., Rodríguez, M., Berthouly, A., Guitet, S., … Stevenson, P. R. (2012). The genus cecropia: A biological clock to estimate the age of recently disturbed areas in the neotropics. PLoS ONE, 7, e42643 10.1371/journal.pone.0042643 22916144 PMC3416824 · DOI
- Zanne, A. E., Lopez‐Gonzalez, G., Coomes, D. A., Ilic, J., Jansen, S., Lewis, S. L., … Chave, J. (2009). Data from: Towards a worldwide wood economics spectrum. Dryad Data Repository. 10.5061/dryad.234 19243406 · DOI
- Zhu, Z., Piao, S., Myneni, R. B., Huang, M., Zeng, Z., Canadell, J. G., … Zeng, N. (2016). Greening of the Earth and its drivers. Nature Climate Change, 6, 791 10.1038/nclimate3004 · DOI · Paper page
- Zuleta, D., Duque, A., Cardenas, D., Muller‐Landau, H. C., & Davies, S. (2017). Drought‐induced mortality patterns and rapid biomass recovery in a terra firme forest in the Colombian Amazon. Ecology, 98, 2538– 2546. 10.1002/ecy.1950 28719081 · DOI
Cited by
Sorted by citations
Exceeding 1.5°C global warming could trigger multiple climate tipping points
Armstrong McKay, D. I., Staal, A., Abrams, J. F., Winkelmann, R., Sakschewski, B., Loriani, S., Fetzer, I., Cornell, S. E., Rockström, J., & Lenton, T. M. (2022) · Science · doi:10.1126/science.abn7950 · Cited by 1,931 · see citing works
Amazonia as a carbon source linked to deforestation and climate change
Gatti, L. V., Basso, L. S., Miller, J. B., Gloor, M., Gatti Domingues, L., Cassol, H. L. G., Tejada, G., Aragão, L. E. O. C., Nobre, C., Peters, W., et al. (2021) · Nature · doi:10.1038/s41586-021-03629-6 · Cited by 1,081 · see citing works
Self-citationThe drivers and impacts of Amazon forest degradation
Lapola, D. M., Pinho, P., Barlow, J., Aragão, L. E. O. C., Berenguer, E., Carmenta, R., Liddy, H. M., Seixas, H., Silva, C. V. J., Silva-Junior, C. H. L., et al. (2023) · Science · doi:10.1126/science.abp8622 · Cited by 630 · see citing works
Self-citationCritical transitions in the Amazon forest system
Flores, B. M., Montoya, E., Sakschewski, B., Nascimento, N., Staal, A., Betts, R. A., Levis, C., Lapola, D. M., Esquível-Muelbert, A., Jakovac, C., et al. (2024) · Nature · doi:10.1038/s41586-023-06970-0 · Cited by 607 · see citing works
- Authors
- Esquivel‐Muelbert, A., Baker, T. R., Dexter, K. G., Lewis, S. L., Brienen, R. J. W., Feldpausch, T. R., Lloyd, J., Monteagudo‐Mendoza, A., Arroyo, L., Álvarez-Dávila, E., Higuchi, N., Marimon, B. S., Marimon-Junior, B. H., Silveira, M., Vilanova, E., Gloor, E., Malhi, Y., Chave, J., Barlow, J., Bonal, D., Davila Cardozo, N., Erwin, T., Fauset, S., Hérault, B., Laurance, S., Poorter, L., Qie, L., Stahl, C., Sullivan, M. J. P., ter Steege, H., Vos, V. A., Zuidema, P. A., Almeida, E., Almeida de Oliveira, E., Andrade, A., Vieira, S. A., Aragão, L., Araujo‐Murakami, A., Arets, E., Aymard C, G. A., Baraloto, C., Camargo, P. B., Barroso, J. G., Bongers, F., Boot, R., Camargo, J. L., Castro, W., Chama Moscoso, V., Comiskey, J., Cornejo Valverde, F., Lola da Costa, A. C., del Aguila Pasquel, J., Di Fiore, A., Fernanda Duque, L., Elias, F., Engel, J., Flores Llampazo, G., Galbraith, D., Herrera Fernández, R., Honorio Coronado, E., Hubau, W., Jimenez‐Rojas, E., Lima, A. J. N., Umetsu, R. K., Laurance, W., Lopez‐Gonzalez, G., Lovejoy, T., Aurelio Melo Cruz, O., Morandi, P. S., Neill, D., Núñez Vargas, P., Pallqui Camacho, N. C., Parada Gutierrez, A., Pardo, G., Peacock, J., Peña‐Claros, M., Peñuela‐Mora, M. C., Petronelli, P., Pickavance, G. C., Pitman, N., Prieto, A., Quesada, C., Ramírez‐Angulo, H., Réjou‐Méchain, M., Restrepo Correa, Z., Roopsind, A., Rudas, A., Salomão, R., Silva, N., Silva Espejo, J., Singh, J., Stropp, J., Terborgh, J., Thomas, R., Toledo, M., Torres‐Lezama, A., Valenzuela Gamarra, L., van de Meer, P. J., van der Heijden, G., van der Hout, P., Vasquez Martinez, R., Vela, C., Vieira, I. C. G., & Phillips, O. L.
- Affiliations
- University of Leeds (GB)
- Royal Botanic Garden Edinburgh (GB)
- University of Exeter (GB)
- Imperial College London (GB)
- National University of Saint Anthony the Abbot in Cuzco (PE)
- Gabriel René Moreno Autonomous University (BO)
- Red para la Mitigación y Adaptación al Cambio Climático - Red MiA Escuela ECAPMA de la Universidad Nacional Abierta y a Distancia Bogotá Colombia
- Instituto Nacional de Pesquisas da Amazônia ‐ Coordenação de Pesquisas em Silvicultura Tropical Manaus Brazil
- Universidade do Estado de Mato Grosso (BR)
- Universidade Federal do Acre (BR)
- University of Washington (US)
- University of Oxford (GB)
- Laboratoire Evolution et Diversité Biologique (EDB) UMR 5174 CNRS/UPS Bâtiment 4R1 Toulouse France
- Museu Paraense Emílio Goeldi (BR)
- AgroParisTech (FR)
- Facultad de Ciencias Biológicas Universidad Nacional de la Amazonía Peruana Iquitos Peru
- Smithsonian Institution (US)
- Université de Montpellier (FR)
- James Cook University (AU)
- Wageningen University & Research (NL)
- INRA UMR EcoFoG AgroParisTech CNRS Cirad Université des Antilles Université de Guyane Kourou France
- Naturalis Biodiversity Center Leiden The Netherlands
- Universidad Autónoma del Beni (BO)
- Universidade Federal do Oeste do Pará (BR)
- Universidade do Estado de Mato Grosso Mato Grosso Nova Xavantina Brazil
- Instituto Nacional de Pesquisas da Amazônia (BR)
- Universidade Estadual de Campinas (UNICAMP) (BR)
- UNELLEZ‐Guanare Programa de Ciencias del Agro y el Mar Herbario Universitario (PORT) Barinas Venezuela
- Florida International University (US)
- Universidade de São Paulo (BR)
- 31 Tropenbos International and Group Ecology and Biodiversity Beta Faculty Utrecht University Utrecht The Netherlands
- Universidad Nacional de San Antonio Abad del Cusco Cusco Peru
- Andes to Amazon Biodiversity Program Puerto Maldonado Peru
- Universidade Federal do Pará Pará Brazil
- Instituto de Investigaciones de la Amazonia Peruana Iquitos Peru
- University of Texas at Austin Austin Texas
- Centre National de la Recherche Scientifique (FR)
- Universidad Nacional Jorge Basadre de Grohmann (UNJBG) Tacna Peru
- Centro de Ecologia Instituto Venezolano de Investigaciones Cientificas Caracas Venezuela
- Michigan Tech University Houghton Michigan
- Royal Museum for Central Africa (BE)
- Grupo de Investigación en Temas Agroambientales INTEGRA Tecnológico de Antioquia Institución Universitaria Medellin Colombia
- School of Geography University of Leeds Leeds UK
- George Mason University (US)
- Universidad de Tolima Villeta Colombia
- Universidad Estatal Amazónica (EC)
- Universidad Regional Amazónica ikiam Tena Ecuador
- Cirad UMR Ecofog (AgrosParisTech, CNRS, INRA, Univ Guyane) Kourou French Guiana
- Field Museum of Natural History (US)
- Universidad Nacional de Colombia (CO)
- Universidad de Los Andes (VE)
- Servicios Ecosistémicos y Cambio Climático (SECC) Fundación Con Vida & Corporación COL‐TREE Medellin Colombia
- Iwokrama International Centre for Rainforest Conservation and Development (GY)
- Serviço Florestal Brasileiro Santarem Brazil
- Departamento de Biología Universidad de La Serena La Serena Chile
- Guyana Forestry Commission (GY)
- Universidade Federal de Alagoas (BR)
- Duke University (US)
- Jardín Botánico de Missouri Oxapampa Peru
- Forest and Nature Management Group Van Hall Larenstein University of Applied Sciences Velp The Netherland
- University of Nottingham Nottingham UK
- van der Hout Forestry Consulting Rotterdam The Netherlands
- Escuela Profesional de Ingeniería Forestal Universidad Nacional de San Antonio Abad del Cusco Puerto Maldonado Perú
- Corresponding author
- Esquivel‐Muelbert, Adriane
- ORCID
- Esquivel‐Muelbert, Adriane
- Baker, Timothy R.
- Dexter, Kyle G.
- Lewis, Simon L.
- Brienen, Roel J. W.
- Feldpausch, Ted R.
- Lloyd, Jon
- Arroyo, Luzmila
- Marimon, Beatriz S.
- Marimon-Junior, Ben Hur
- Silveira, Marcos
- Vilanova, Emilio
- Gloor, Emanuel
- Malhi, Yadvinder
- Barlow, Jos
- Bonal, Damien
- Fauset, Sophie
- Hérault, Bruno
- Laurance, Susan
- Poorter, Lourens
- Qie, Lan
- Sullivan, Martin J. P.
- Vos, Vincent Antoine
- Zuidema, Pieter A.
- Almeida, Everton
- Andrade, Ana
- Vieira, Simone Aparecida
- Aragão, Luiz
- Araujo‐Murakami, Alejandro
- Arets, Eric
- Baraloto, Christopher
- Camargo, Plínio Barbosa
- Barroso, Jorcely G.
- Bongers, Frans
- Camargo, José Luís
- Castro, Wendeson
- Comiskey, James
- Elias, Fernando
- Engel, Julien
- Galbraith, David
- Hubau, Wannes
- Lima, Adriano José Nogueira
- Umetsu, Ricardo Keichi
- Laurance, William
- Lovejoy, Thomas
- Morandi, Paulo S.
- Neill, David
- Peacock, Julie
- Peña‐Claros, Marielos
- Pickavance, Georgia C.
- Pitman, Nigel
- Prieto, Adriana
- Quesada, Carlos
- Ramírez‐Angulo, Hirma
- Réjou‐Méchain, Maxime
- Roopsind, Anand
- Rudas, Agustín
- Salomão, Rafael
- Stropp, Juliana
- Terborgh, John
- Toledo, Marisol
- Vieira, Ima Célia Guimarães
- Phillips, Oliver L.
- Venue
- Global Change Biology
- Publisher
- Wiley
- Published
- 2018-11-08
- Volume
- 25
- Issue
- 1
- Pages
- 39-56
- ISSN
- 1354-1013 (ISSN-L)
- 1365-2486
- PMC
- PMC6334637
- OpenAlex
- W2900106581
- Cited by
- 514
- References
- 4
- Citations by year
- 2026: 67 · 2025: 55 · 2024: 68 · 2023: 68 · 2022: 80 · 2021: 78 · 2020: 62 · 2019: 33 · 2018: 2
- FWCI
- 32.98
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Global Change Biology (publishedVersion, cc-by)
- LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas) (publishedVersion, other-oa)
- Europe PMC (PubMed Central) (publishedVersion, other-oa)
- PubMed Central (publishedVersion, cc-by)
- VU Research Portal (publishedVersion, other-oa)
- PubMed (publishedVersion)
- Repository@Nottingham (University of Nottingham) (publishedVersion, cc-by)
- Open Research Exeter (University of Exeter) (publishedVersion, cc-by)
- University of Birmingham Research Portal (University of Birmingham) (publishedVersion, cc-by)
- Edinburgh Research Explorer (University of Edinburgh) (publishedVersion, other-oa)
- LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas) (publishedVersion, cc-by-nc-nd)
- e-space (Manchester Metropolitan University) (acceptedVersion)
- Lincoln Repository (University of Lincoln) (acceptedVersion)
- White Rose Research Online (University of Leeds, The University of Sheffield, University of York) (acceptedVersion)
- Socio-Environmental Systems Modeling (acceptedVersion, cc-by)
- ResearchOnline - JCU (James Cook University) (submittedVersion)
- Ghent University Academic Bibliography (Ghent University) (submittedVersion, cc-by)
- Repository@Nottingham (University of Nottingham) (submittedVersion, cc-by)
- PEARL (University of Plymouth) (submittedVersion)
- Digital Commons - Michigan Tech (Michigan Technological University) (submittedVersion, cc-by)
- HAL (submittedVersion, other-oa)
- Agritrop (Cirad) (submittedVersion, cc-by)
- Americanae (AECID Library) (submittedVersion, cc-by-nc-nd)
- Lancaster EPrints (Lancaster University) (submittedVersion)
- UCL Discovery (University College London) (submittedVersion)
- Figshare (submittedVersion, cc-by)
- Figshare (submittedVersion)
- Institutional Research Information System University of Turin (University of Turin) (submittedVersion)
- LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas) (submittedVersion, cc-by-nc-nd)
- St Andrews Research Repository (St Andrews Research Repository) (submittedVersion, cc-by)
- Spiral (Imperial College London) (submittedVersion, cc-by)
- Biblioteca Digital da Memória Científica do INPE (National Institute for Space Research) (submittedVersion)
- Data Archiving and Networked Services (DANS) (submittedVersion, other-oa)
- Data Archiving and Networked Services (DANS) (submittedVersion, cc-by)
- Funders
- Natural Environment Research Council (NE/N004655/1)
- H2020 European Research Council
- Seventh Framework Programme (282664)
- Royal Society (CH160091)
- Topics
- Physical Sciences › Environmental Science › Nature and Landscape Conservation › Ecology and Vegetation Dynamics Studies
- Physical Sciences › Environmental Science › Global and Planetary Change › Plant Water Relations and Carbon Dynamics
- Physical Sciences › Environmental Science › Nature and Landscape Conservation › Forest ecology and management
- Keywords
- Amazon rainforest, climate change, tree community composition, functional traits, tree size, wood density, tree recruitment, tree mortality, atmospheric CO2, long-term forest plots, tropical forests
- MeSH terms
- Brazil, Carbon Dioxide, Seasons, Trees, Tropical Climate, Water, Ecosystem, Biodiversity, Climate Change, Forests
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review