Abstract
The Amazon forest has recently experienced substantial human-induced loss of forest cover. However, the extent to which such historical deforestation has altered regional observed precipitation through inter-regional atmospheric moisture transport remains unclear. Here, we combine satellite observations and an atmospheric moisture tracking model to quantify these feedbacks over the past four decades (1980-2019). We identify a contrasting northern increase and southern decrease dipole trend in observed precipitation across the Amazon basin. The pronounced reduction in precipitation for the southern Amazon basin reaches up to 3.9-5.4 mm yr-1 per year, resulting in an 8-11% decline in annual precipitation across the observation period. We discover that this reduction in precipitation is primarily (52-72%) related to widespread deforestation in the southern basin and upwind regions over South America. Deforestation substantially suppresses forest-sourced moisture, increases atmospheric stability and moisture outflow, leading to precipitation reduction. We also find that climate models substantially underestimate the sensitivity of precipitation to deforestation, implying that the Amazon forest is at risk of major loss much sooner than previously projected.
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Data availability
GPCP v2.3 precipitation data are available at https://psl.noaa.gov/data/gridded/data.gpcp.html. GPCC (full data, v2022) precipitation data are available at https://opendata.dwd.de/climate_environment/GPCC/html/download_gate.html. In-situ discharge data are from Global Runoff Data Centre (GRDC; Koblenz, Germany: https://www.bafg.de/GRDC/EN/Home/homepage_node.html). GLEAM) v3.5a evapotranspiration data are available at https://www.gleam.eu/. OAFlux ocean evaporation is available at https://oaflux.whoi.edu. Flux tower observation can be accessed at https://daac.ornl.gov/LBA/guides/CD32_Fluxes_Brazil.html. ERA5 atmospheric and land-surface wind, humidity and fluxes datasets are available at https://www.ecmwf.int/en/forecasts/dataset/ecmwf-reanalysis-v5. Forest cover is available at https://glad.umd.edu/dataset/long-term-global-land-change. TPDC solar radiation is freely access at https://doi.org/10.11888/Meteoro.tpdc.270112. Future land use data are available at https://luh.umd.edu/ and https://daac.ornl.gov/cgi-bin/dsviewer.pl?ds_id=1153. The dataset on the fate of land evapotranspiration and precipitation sources is available at https://doi.org/10.1594/PANGAEA.908705. Projected precipitation recycling is obtained from https://zenodo.org/records/10650579. Wind speed from CMIP6 can be accessed at https://aims2.llnl.gov/search/cmip6/. Source data are provided with this paper.
Code availability
The codes for WAM-2layers are available via the https://doi.org/10.5281/zenodo.7010594 or at https://github.com/WAM2layers/WAM2layers. The data are processed with Matlab R2021b. The codes for the key methods and Matlab data files related to this work are available at https://doi.org/10.6084/m9.figshare.29649002.v2.
References
Cardoso, D. et al. Amazon plant diversity revealed by a taxonomically verified species list. Proc. Natl. Acad. Sci. USA 114, 10695–10700 (2017).
Bonan, G. B. Forests and climate change: forcings, feedbacks, and the climate benefits of forests. Science 320, 1444–1449 (2008).
Spracklen, D. V., Arnold, S. R. & Taylor, C. M. Observations of increased tropical rainfall preceded by air passage over forests. Nature 489, 282–285 (2012).
Lenton, T. M. et al. Tipping elements in the Earth’s climate system. Proc. Natl. Acad. Sci. USA 105, 1786–1793 (2008).
Song, X. P. et al. Global land change from 1982 to 2016. Nature 560, 639–643 (2018).
Hansen, M. C. et al. High-resolution global maps of 21st-century forest cover change. Science 342, 850–853 (2013).
Zalles, V. et al. Rapid expansion of human impact on natural land in South America since 1985. Sci. Adv. 7, eabg1620 (2021).
Staal, A. et al. Forest-rainfall cascades buffer against drought across the Amazon. Nat. Clim. Change 8, 539–543 (2018).
Zemp, D. C. et al. On the importance of cascading moisture recycling in South America. Atmos. Chem. Phys. 14, 13337–13359 (2014).
Wright, J. S. et al. Rainforest-initiated wet season onset over the southern Amazon. Proc. Natl. Acad. Sci. USA 114, 8481–8486 (2017).
Araujo, R., Assuncao, J., Hirota, M. & Scheinkman, J. A. Estimating the spatial amplification of damage caused by degradation in the Amazon. Proc. Natl. Acad. Sci. USA 120, e2312451120 (2023).
Leite-Filho, A. T., Soares-Filho, B. S., Davis, J. L., Abrahao, G. M. & Borner, J. Deforestation reduces rainfall and agricultural revenues in the Brazilian Amazon. Nat. Commun. 12, 2591 (2021).
Smith, C., Baker, J. C. A. & Spracklen, D. V. Tropical deforestation causes large reductions in observed precipitation. Nature 615, 270–275 (2023).
Qin, Y., Wang, D., Ziegler, A. D., Fu, B. & Zeng, Z. Impact of Amazonian deforestation on precipitation reverses between seasons. Nature 639, 102–108 (2025).
Cui, J. P. et al. Global water availability boosted by vegetation-driven changes in atmospheric moisture transport. Nat. Geosci. 15, 982–988 (2022).
van der Ent, R. J., Savenije, H. H. G., Schaefli, B. & Steele-Dunne, S. C. Origin and fate of atmospheric moisture over continents. Water Resour. Res. 46, W09525 (2010).
Spracklen, D. V. & Garcia-Carreras, L. The impact of Amazonian deforestation on Amazon basin rainfall. Geophys. Res. Lett. 42, 9546–9552 (2015).
Khanna, J., Medvigy, D., Fueglistaler, S. & Walko, R. Regional dry-season climate changes due to three decades of Amazonian deforestation. Nat. Clim. Change 7, 200–204 (2017).
Wang-Erlandsson, L. et al. Remote land use impacts on river flows through atmospheric teleconnections. Hydrol. Earth Syst. Sc. 22, 4311–4328 (2018).
Hoek van Dijke, A. J. et al. Shifts in regional water availability due to global tree restoration. Nat. Geosci. 15, 363–368 (2022).
van der Ent, R. J., Wang-Erlandsson, L., Keys, P. W. & Savenije, H. H. G. Contrasting roles of interception and transpiration in the hydrological cycle-Part 2: Moisture recycling. Earth Syst. Dynam. 5, 471–489 (2014).
Zhang, C., Tang, Q. & Chen, D. Recent changes in the moisture source of precipitation over the Tibetan Plateau. J. Clim. 30, 1807–1819 (2017).
Spracklen, D. V., Baker, J. C. A., Garcia-Carreras, L. & Marsham, J. H. The effects of tropical vegetation on rainfall. Annu. Rev. Environ. Resour. 43, 193–218 (2018).
Haghtalab, N., Moore, N., Heerspink, B. P. & Hyndman, D. W. Evaluating spatial patterns in precipitation trends across the Amazon basin driven by land cover and global scale forcings. Theor. Appl. Climatol. 140, 411–427 (2020).
Cui, J. et al. Vegetation forcing modulates global land monsoon and water resources in a CO2-enriched climate. Nat. Commun. 11, 5184 (2020).
Kooperman, G. J. et al. Forest response to rising CO2 drives zonally asymmetric rainfall change over tropical land. Nat. Clim. Change 8, 434–440 (2018).
Lawrence, D. & Vandecar, K. Effects of tropical deforestation on climate and agriculture. Nat. Clim. Change 5, 27–36 (2014).
Sampaio, G. et al. Regional climate change over eastern Amazonia caused by pasture and soybean cropland expansion. Geophys. Res. Lett. 34, L17709 (2007).
Xu, X. et al. Deforestation triggering irreversible transition in Amazon hydrological cycle. Environ. Res. Lett. 17, 034037 (2022).
Lejeune, Q., Davin, E. L., Guillod, B. P. & Seneviratne, S. I. Influence of Amazonian deforestation on the future evolution of regional surface fluxes, circulation, surface temperature and precipitation. Clim. Dyn. 44, 2769–2786 (2015).
Eiras-Barca, J. et al. Changes in South American hydroclimate under projected Amazonian deforestation. Ann. N. Y. Acad. Sci. 1472, 104–122 (2020).
Lian, X. et al. Partitioning global land evapotranspiration using CMIP5 models constrained by observations. Nat. Clim. Change 8, 640–646 (2018).
Wei, Z. et al. Revisiting the contribution of transpiration to global terrestrial evapotranspiration. Geophys. Res. Lett. 44, 2792–2801 (2017).
Baudena, M., Tuinenburg, O. A., Ferdinand, P. A. & Staal, A. Effects of land-use change in the Amazon on precipitation are likely underestimated. Glob. Chang. Biol. 27, 5580–5587 (2021).
Luo, X. et al. The biophysical impacts of deforestation on precipitation: results from the CMIP6 model intercomparison. J. Clim. 35, 3293–3311 (2022).
Hurtt, G. C. et al. Harmonization of global land use change and management for the period 850–2100 (LUH2) for CMIP6. Geosci. Model Dev. 13, 5425–5464 (2020).
Soares-Filho, B. S. et al. Modelling conservation in the Amazon basin. Nature 440, 520–523 (2006).
Duffy, P. B., Brando, P., Asner, G. P. & Field, C. B. Projections of future meteorological drought and wet periods in the Amazon. Proc. Natl. Acad. Sci. USA 112, 13172–13177 (2015).
Boers, N., Marwan, N., Barbosa, H. M. & Kurths, J. A deforestation-induced tipping point for the South American monsoon system. Sci. Rep. 7, 41489 (2017).
Nobre, C. A. et al. Land-use and climate change risks in the Amazon and the need of a novel sustainable development paradigm. Proc. Natl. Acad. Sci. USA 113, 10759–10768 (2016).
Armstrong McKay, D. I. et al. Exceeding 1.5 degrees C global warming could trigger multiple climate tipping points. Science 377, eabn7950 (2022).
Brando, P. M. et al. Abrupt increases in Amazonian tree mortality due to drought–fire interactions. Proc. Natl. Acad. Sci. USA 111, 6347–6352 (2014).
Wunderling, N. et al. Recurrent droughts increase risk of cascading tipping events by outpacing adaptive capacities in the Amazon rainforest. Proc. Natl. Acad. Sci. USA 119, e2120777119 (2022).
Lewis, S. L., Brando, P. M., Phillips, O. L., van der Heijden, G. M. & Nepstad, D. The 2010 Amazon drought. Science 331, 554 (2011).
Li, Y. et al. Future increases in Amazonia water stress from CO2 physiology and deforestation. Nat. Water 1, 769–777 (2023).
Lovejoy, T. E. & Nobre, C. Amazon tipping point. Sci. Adv. 4, eaat2340 (2018).
Baker, J. C. A. et al. Evapotranspiration in the Amazon: spatial patterns, seasonality, and recent trends in observations, reanalysis, and climate models. Hydrol. Earth Syst. Sc. 25, 2279–2300 (2021).
Soudani, K. & Francois, C. Remote sensing: a green illusion. Nature 506, 165–166 (2014).
Zemp, D. C. et al. Self-amplified Amazon forest loss due to vegetation-atmosphere feedbacks. Nat. Commun. 8, 14681 (2017).
Staal, A., Meijer, P., Nyasulu, M. K., Tuinenburg, O. A. & Dekker, S. C. Global terrestrial moisture recycling in shared socioeconomic pathways. Earth Syst. Dynam. 16, 215–238 (2025).
Findell, K. L. et al. Rising temperatures increase importance of oceanic evaporation as a source for continental precipitation. J. Clim. 32, 7713–7726 (2019).
Huffman, G. J., Adler, R. F., Bolvin, D. T. & Gu, G. Improving the global precipitation record: GPCP Version 2.1. Geophys. Res. Lett. 36, L17808 (2009).
Sun, Q. et al. A review of global precipitation data sets: data sources, estimation, and intercomparisons. Rev. Geophys. 56, 79–107 (2018).
Martens, B. et al. GLEAM v3: satellite-based land evaporation and root-zone soil moisture. Geosci. Model Dev. 10, 1903–1925 (2017).
Wu, J. et al. The Reliability of global remote sensing evapotranspiration products over Amazon. Remote Sens. 12, 2211 (2020).
Swann, A. L. S. & Koven, C. D. A direct estimate of the seasonal cycle of evapotranspiration over the Amazon basin. J. Hydrometeorol. 18, 2173–2185 (2017).
Humphrey, V. & Gudmundsson, L. GRACE-REC: a reconstruction of climate-driven water storage changes over the last century. Earth Syst. Sci. Data 11, 1153–1170 (2019).
Ma, N., Zhang, Y. & Szilagyi, J. Water-balance-based evapotranspiration for 56 large river basins: A benchmarking dataset for global terrestrial evapotranspiration modeling. J. Hydrol. 630, 130607 (2024).
Jung, M. et al. The FLUXCOM ensemble of global land-atmosphere energy fluxes. Sci. Data 6, 74 (2019).
Restrepo-Coupe, N. et al. LBA-ECO CD-32 Flux Tower Network Data Compilation, Brazilian Amazon: 1999-2006, V2 (ORNL DAAC, Oak Ridge, Tennessee, USA, 2021).
Tang, W., Yang, K., Qin, J., Li, X. & Niu, X. A 16-year dataset (2000–2015) of high-resolution (3h, 10km) global surface solar radiation. Earth Syst. Sci. Data 11, 1905–1915 (2019).
Soares-Filho, B. S. et al. LBA-ECO LC-14 Modeled Deforestation Scenarios, Amazon Basin: 2002-2050 (ORNL DAAC, Oak Ridge, Tennessee, USA, 2013).
van der Ent, R. J., Tuinenburg, O. A., Knoche, H. R., Kunstmann, H. & Savenije, H. H. G. Should we use a simple or complex model for moisture recycling and atmospheric moisture tracking? Hydrol. Earth Syst. Sc. 17, 4869–4884 (2013).
Yu, L. & Weller, R. A. Objectively analyzed air–sea heat fluxes for the global ice-free oceans (1981–2005). Bull. Am. Meteorol. Soc. 88, 527–540 (2007).
Hersbach, H. et al. The ERA5 global reanalysis. Q. J. R. Meteorol. Soc. 146, 1999–2049 (2020).
Link, A., van der Ent, R., Berger, M., Eisner, S. & Finkbeiner, M. The fate of land evaporation – a global dataset. Earth Syst. Sci. Data 12, 1897–1912 (2020).
Keys, P. W. et al. Analyzing precipitationsheds to understand the vulnerability of rainfall dependent regions. Biogeosciences 9, 733–746 (2012).
Kalamandeen, M. et al. Pervasive rise of small-scale deforestation in Amazonia. Sci. Rep. 8, 1600 (2018).
Zeng, Y. et al. Optical vegetation indices for monitoring terrestrial ecosystems globally. Nat. Rev. Earth Environ. 3, 477–493 (2022).
Koppa, A. et al. Dryland self-expansion enabled by land–atmosphere feedbacks. Science 385, 967–972 (2024).
Acknowledgements
This article was supported by the National Natural Science Foundation of China (42522506 and 42471113; J.P.C.) and by the Second Tibetan Plateau Scientific Expedition and Research (STEP) program (2024QZKK0301; J.P.C.). The authors would like to thank Ruud van der Ent for his helpful suggestions on the paper.
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S.L.P. and J.P.C. designed the research; J.P.C. performed the analysis. J.P.C. and C.H. drafted the paper. J.P.C., S.L.P., C.H., T.W. and D.V.S. contributed to the interpretation of the results and to the text.
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Cui, J., Piao, S., Huntingford, C. et al. Historical deforestation drives strong rainfall decline across the southern Amazon basin. Nat Commun (2026). https://doi.org/10.1038/s41467-026-68361-z
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DOI: https://doi.org/10.1038/s41467-026-68361-z


