Estimated carbon dioxide emissions from tropical deforestation improved by carbon-density maps
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
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?
Deforestation still represents the main threat to the environment in the Amazon and the major source of greenhouse gas emissions.
“However, deforestation still represents the main threat to the environment in the Amazon and the major source of greenhouse gas emissions (Baccini et al., 2012).”
From Transition in environmental governance in the Brazilian Amazon: emergence of a new pattern of socio-economic development and deforestation (2016) · cites this paper as Baccini et al., 2012
ML can be used to predict the LiDAR's outcome from satellite imagery, and the learned estimator can perform predictions at scale.
“To address this challenge, ML can be used to predict the LiDAR's outcome from satellite imagery [48,599,693].From there, the learned estimator can perform predictions at scale.”
From Tackling climate change with machine learning (2023) · cites this paper as [48]
Cites
Breiman, L. (2001) · Machine Learning · doi:10.1023/a:1010933404324 · Cited by 133,538 · 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-citationTemperature sensitivity of soil carbon decomposition and feedbacks to climate change
Davidson, E. A., & Janssens, I. A. (2006) · Nature · doi:10.1038/nature04514 · Cited by 6,919 · see citing works
Tree allometry and improved estimation of carbon stocks and balance in tropical forests
Chave, J., Andalo, C., Brown, S., Cairns, M. A., Chambers, J. Q., Eamus, D., Fölster, H., Fromard, F., Higuchi, N., Kira, T., et al. (2005) · Oecologia · doi:10.1007/s00442-005-0100-x · Cited by 3,546 · see citing works
Benchmark map of forest carbon stocks in tropical regions across three continents
Saatchi, S., Harris, N., Brown, S., Lefsky, M., Mitchard, E., Salas, W., Zutta, B., Buermann, W., Lewis, S., Hagen, S., et al. (2011) · Proceedings of the National Academy of Sciences of the United States of America · doi:10.1073/pnas.1019576108 · Cited by 2,364 · see citing works
Trends in the sources and sinks of carbon dioxide
Quéré, C. L., Raupach, M., Canadell, J. G., Marland, G., Bopp, L., Ciais, P., Conway, T. J., Doney, S. C., Feely, R. A., Foster, P., et al. (2009) · Nature Geoscience · doi:10.1038/ngeo689 · Cited by 2,096 · see citing works
Self-citationCO2 emissions from forest loss
van der Werf, G. R., Morton, D. C., DeFries, R., Olivier, J. G. J., Kasibhatla, P. S., Jackson, R. B., Collatz, G. J., & Randerson, J. T. (2009) · Nature Geoscience · doi:10.1038/ngeo671 · Cited by 1,405 · see citing works
Aboveground Forest Biomass and the Global Carbon Balance
Houghton, R. A. (2005) · Global Change Biology · doi:10.1111/j.1365-2486.2005.00955.x · Cited by 1,273 · see citing works
Self-citationHoughton, R. A. (2003) · Tellus B · doi:10.3402/tellusb.v55i2.16764 · Cited by 1,186 · see citing works
Self-citationBalancing the Global Carbon Budget
Houghton, R. A. (2007) · Annual Review of Earth and Planetary Sciences · doi:10.1146/annurev.earth.35.031306.140057 · Cited by 1,131 · see citing works
Self-citationIncreasing carbon storage in intact African tropical forests
Lewis, S., Lopez-Gonzalez, G., Sonké, B., Affum-Baffoe, K., Baker, T., Ojo, L., Phillips, O., Reitsma, J., White, L., Comiskey, J., et al. (2009) · Nature · doi:10.1038/nature07771 · Cited by 1,078 · see citing works
ICESat's laser measurements of polar ice, atmosphere, ocean, and land
Zwally, H. J., Schutz, B. E., Abdalati, W., Abshire, J. B., Bentley, C. R., Brenner, A. C., Bufton, J. L., Dezio, J. A., Hancock, D. W., Harding, D., et al. (2002) · Journal of Geodynamics · doi:10.1016/s0264-3707(02)00042-x · Cited by 991 · see citing works
Quantification of global gross forest cover loss
Hansen, M. C., Stehman, S. V., & Potapov, P. V. (2010) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0912668107 · Cited by 894 · see citing works
Changes in the Carbon Balance of Tropical Forests: Evidence from Long-Term Plots
Phillips, O. L., Malhi, Y. S., Higuchi, N., Laurance, W. F., Núñez, P., Vásquez, R., Laurance, S. G. W., Ferreira, L. V., Stern, M. J., Brown, S., et al. (1998) · Science · doi:10.1126/science.282.5388.439 · Cited by 882 · see citing works
The annual net flux of carbon to the atmosphere from changes in land use 1850–1990*
Houghton, R. A. (1999) · Tellus B: Chemical and Physical Meteorology · doi:10.3402/tellusb.v51i2.16288 · Cited by 852 · see citing works
Self-citationAnnual fluxes of carbon from deforestation and regrowth in the Brazilian Amazon
Houghton, R. A., Skole, D. L., Nobre, C. A., Hackler, J. L., Lawrence, K. T., & Chomentowski, W. H. (2000) · Nature · doi:10.1038/35002062 · Cited by 751 · see citing works
Self-citationDeFries, R., Houghton, R. A., Hansen, M. C., Field, C. B., Skole, D. L., & TOWNSHEND, J. R. G. (2002) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.182560099 · Cited by 715 · see citing works
Self-citationImportance of biomass in the global carbon cycle
Houghton, R. A., Hall, F. G., & Goetz, S. J. (2009) · Journal of Geophysical Research Atmospheres · doi:10.1029/2009jg000935 · Cited by 703 · see citing works
Self-citationHigh-resolution forest carbon stocks and emissions in the Amazon
Asner, G. P., Powell, G. V. N., Mascaro, J., Knapp, D., Clark, J. K., Jacobson, J., Kennedy-Bowdoin, T., Balaji, A., Paez-Acosta, G., Victoria, E., et al. (2010) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1004875107 · Cited by 694 · see citing works
Friedlingstein, P., Houghton, R. A., Marland, G., Hackler, J. L., Boden, T. A., Conway, T. J., Canadell, J. G., Raupach, M., Ciais, P., & Quéré, C. L. (2010) · Nature Geoscience · doi:10.1038/ngeo1022 · Cited by 664 · see citing works
Self-citationImproved estimates of net carbon emissions from land cover change in the tropics for the 1990s
Achard, F., Eva, H. D., Mayaux, P., Stibig, H., & Belward, A. S. (2004) · Global Biogeochemical Cycles · doi:10.1029/2003gb002142 · Cited by 420 · see citing works
Jørgensen, S. E., & Fath, B. D. (2019) · Cited by 342 · see citing works
Africa and the global carbon cycle
Williams, C. A., Hanan, N. P., Neff, J. C., Scholes, R. J., Berry, J. A., Denning, S., & Baker, D. F. (2007) · Carbon Balance and Management · doi:10.1186/1750-0680-2-3 · Cited by 194 · see citing works
Schwarz, P. A., Law, B. E., Williams, M., Irvine, J., Kurpius, M. R., & MOORE, D. J. P. (2004) · Global Biogeochemical Cycles · doi:10.1029/2004gb002234 · Cited by 167 · see citing works
Applying the conservativeness principle to REDD to deal with the uncertainties of the estimates
Grassi, G., Monni, S., Federici, S., Achard, F., & Mollicone, D. (2008) · Environmental Research Letters · doi:10.1088/1748-9326/3/3/035005 · Cited by 143 · see citing works
Pelletier, J., Ramankutty, N., & Potvin, C. (2011) · Environmental Research Letters · doi:10.1088/1748-9326/6/2/024005 · Cited by 71 · see citing works
Boosted carbon emissions from Amazon deforestation
Loarie, S. R., Asner, G. P., & Field, C. B. (2009) · Geophysical Research Letters · doi:10.1029/2009gl037526 · Cited by 52 · see citing works
Houghton, R. A. (2008) · Elsevier eBooks · doi:10.1016/b978-008045405-4.00462-6 · Cited by 43 · see citing works
Self-citation
Flagged first, then by citations
Cited by
Sorted by citations
High-Resolution Global Maps of 21st-Century Forest Cover Change
Hansen, M. C., Potapov, P. V., Moore, R., Hancher, M., Turubanova, S. A., Tyukavina, A., Thau, D., Stehman, S. V., Goetz, S. J., Loveland, T. R., et al. (2013) · Science · doi:10.1126/science.1244693 · Cited by 11,704 · see citing works
Self-citationGlobal forecasts of urban expansion to 2030 and direct impacts on biodiversity and carbon pools
Seto, K. C., Güneralp, B., & Hutyra, L. R. (2012) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1211658109 · Cited by 5,086 · see citing works
The biomass distribution on Earth
Bar-On, Y. M., Phillips, R., & Milo, R. (2018) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1711842115 · Cited by 3,723 · see citing works
Griscom, B. W., Adams, J., Ellis, P. W., Houghton, R. A., Lomax, G., Miteva, D. A., Schlesinger, W. H., Shoch, D., Siikamäki, J. V., Smith, P., et al. (2017) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1710465114 · Cited by 3,481 · see citing works
Self-citationImproved allometric models to estimate the aboveground biomass of tropical trees
Chave, J., Réjou‐Méchain, M., Búrquez, A., Chidumayo, E., Colgan, M. S., Delitti, W. B. C., Duque, A., Eid, T., Fearnside, P. M., Goodman, R. C., et al. (2014) · Global Change Biology · doi:10.1111/gcb.12629 · Cited by 3,131 · see citing works
Minasny, B., Malone, B. P., McBratney, A. B., Angers, D. A., Arrouays, D., Chambers, A., Chaplot, V., Chen, Z.-S., Cheng, K., Das, B. S., et al. (2017) · Geoderma · doi:10.1016/j.geoderma.2017.01.002 · Cited by 2,239 · see citing works
Global soil carbon: understanding and managing the largest terrestrial carbon pool
Scharlemann, J. P., Tanner, E. V., Hiederer, R., & Kapos, V. (2014) · Carbon Management · doi:10.4155/cmt.13.77 · Cited by 1,612 · see citing works
Carbon emissions from land use and land-cover change
Houghton, R. A., House, J. I., Pongratz, J., van der Werf, G. R., DeFries, R., Hansen, M. C., Quéré, C. L., & Ramankutty, N. (2012) · Biogeosciences · doi:10.5194/bg-9-5125-2012 · Cited by 1,382 · see citing works
Self-citationDubayah, R., Blair, J. B., Goetz, S. J., Fatoyinbo, T., Hansen, M. C., Healey, S. P., Hofton, M. A., HURTT, G. C., Kellner, J. R., Luthcke, S. B., et al. (2020) · Science of Remote Sensing · doi:10.1016/j.srs.2020.100002 · Cited by 1,292 · see citing works
Self-citationHarmonization of global land use change and management for the period 850–2100 (LUH2) for CMIP6
HURTT, G. C., Chini, L. P., Sahajpal, R., Frolking, S., Bodirsky, B. L., Calvin, K., Doelman, J., Fisk, J., Fujimori, S., Goldewijk, K. K., et al. (2020) · Geoscientific model development · doi:10.5194/gmd-13-5425-2020 · Cited by 1,283 · see citing works
Global maps of twenty-first century forest carbon fluxes
Harris, N. L., Gibbs, D. A., Baccini, A., Birdsey, R. A., de Bruin, S., Farina, M. K., Fatoyinbo, T., Hansen, M. C., Herold, M., Houghton, R. A., et al. (2021) · Nature Climate Change · doi:10.1038/s41558-020-00976-6 · Cited by 1,259 · see citing works
Self-citationSlowing Amazon deforestation through public policy and interventions in beef and soy supply chains
Nepstad, D., McGrath, D., Stickler, C., Alencar, A., Azevedo, A., Swette, B., Bezerra, T., DiGiano, M., Shimada, J., Seroa da Motta, R., et al. (2014) · Science · doi:10.1126/science.1248525 · Cited by 1,202 · see citing works
Global priority areas for ecosystem restoration
Strassburg, B. B. N., Iribarrem, A., Beyer, H. L., Cordeiro, C. L., Crouzeilles, R., Jakovac, C. C., Braga Junqueira, A., Lacerda, E., Latawiec, A. E., Balmford, A., et al. (2020) · Nature · doi:10.1038/s41586-020-2784-9 · Cited by 1,175 · see citing works
Quéré, C. L., Andrew, R. M., Canadell, J. G., Sitch, S. A., Korsbakken, J. I., Peters, G. P., Manning, A. C., Boden, T. A., Tans, P. P., Houghton, R. A., et al. (2016) · Earth system science data · doi:10.5194/essd-8-605-2016 · Cited by 1,101 · see citing works
Self-citationSpatial validation reveals poor predictive performance of large-scale ecological mapping models
Ploton, P., Mortier, F., Réjou‐Méchain, M., Barbier, N., Picard, N., Rossi, V., Dormann, C. F., Cornu, G., Viennois, G., Bayol, N., et al. (2020) · Nature Communications · doi:10.1038/s41467-020-18321-y · Cited by 1,000 · see citing works
Trends in Global Agricultural Land Use: Implications for Environmental Health and Food Security
Ramankutty, N., Mehrabi, Z., Waha, K., Jarvis, L., Kremen, C., Herrero, M., & Rieseberg, L. H. (2018) · Annual Review of Plant Biology · doi:10.1146/annurev-arplant-042817-040256 · Cited by 954 · see citing works
Tropical forests are a net carbon source based on aboveground measurements of gain and loss
Baccini, A., Walker, W., Carvalho, L., Farina, M., Sulla-Menashe, D., & Houghton, R. A. (2017) · Science · doi:10.1126/science.aam5962 · Cited by 904 · see citing works
Self-citationThe tropical forest carbon cycle and climate change
Mitchard, E. T. A. (2018) · Nature · doi:10.1038/s41586-018-0300-2 · Cited by 853 · see citing works
Increased vegetation growth and carbon stock in China karst via ecological engineering
Tong, X., Brandt, M., Yue, Y., Horion, S., Wang, K., Keersmaecker, W. D., Tian, F., Schurgers, G., Xiao, X., Luo, Y., et al. (2018) · Nature Sustainability · doi:10.1038/s41893-017-0004-x · Cited by 841 · see citing works
Sulla‐Menashe, D., Gray, J., Abercrombie, S. P., & Friedl, M. A. (2019) · Remote Sensing of Environment · doi:10.1016/j.rse.2018.12.013 · Cited by 788 · see citing works
Self-citationThe global carbon budget 1959–2011
Quéré, C. L., Andres, R. J., Boden, T. A., Conway, T. J., Houghton, R. A., House, J. I., Marland, G., Peters, G. P., van der Werf, G. R., Ahlström, A., et al. (2013) · Earth system science data · doi:10.5194/essd-5-165-2013 · Cited by 768 · see citing works
Self-citationQuéré, C. L., Moriarty, R., Andrew, R. M., Peters, G. P., Ciais, P., Friedlingstein, P., Jones, S. D. M., Sitch, S. A., Tans, P. P., Arneth, A., et al. (2015) · Earth system science data · doi:10.5194/essd-7-47-2015 · Cited by 763 · see citing works
Self-citationDawn of Drone Ecology: Low-Cost Autonomous Aerial Vehicles for Conservation
Koh, L. P., & Wich, S. A. (2012) · Tropical Conservation Science · doi:10.1177/194008291200500202 · Cited by 739 · see citing works
Quéré, C. L., Moriarty, R., Andrew, R. M., Canadell, J. G., Sitch, S. A., Korsbakken, J. I., Friedlingstein, P., Peters, G. P., Andres, R. J., Boden, T. A., et al. (2015) · Earth system science data · doi:10.5194/essd-7-349-2015 · Cited by 740 · see citing works
Self-citationEffect of increasing CO 2 on the terrestrial carbon cycle
SCHIMEL, D. S., Stephens, B. B., & Fisher, J. B. (2014) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1407302112 · Cited by 738 · see citing works
Carbon sequestration potential of second-growth forest regeneration in the Latin American tropics
Chazdon, R. L., Broadbent, E. N., Rozendaal, D. M. A., Bongers, F., Zambrano, A. M. A., Aide, T. M., Balvanera, P., Becknell, J. M., Boukili, V., Brancalion, P. H. S., et al. (2016) · Science Advances · doi:10.1126/sciadv.1501639 · Cited by 737 · see citing works
Baseline Map of Carbon Emissions from Deforestation in Tropical Regions
Harris, N. L., Brown, S., Hagen, S. C., Saatchi, S. S., Petrova, S., Salas, W., Hansen, M. C., Potapov, P. V., & Lotsch, A. (2012) · Science · doi:10.1126/science.1217962 · Cited by 728 · see citing works
Unexpectedly large impact of forest management and grazing on global vegetation biomass
Erb, K.-H., Kastner, T., Plutzar, C., Bais, A. L. S., Carvalhais, N., Fetzel, T., Gingrich, S., Haberl, H., Lauk, C., Niedertscheider, M., et al. (2018) · Nature · doi:10.1038/nature25138 · Cited by 727 · see citing works
An integrated pan‐tropical biomass map using multiple reference datasets
Avitabile, V., Herold, M., Heuvelink, G. B. M., Lewis, S. L., Phillips, O. L., Asner, G. P., Armston, J. D., ASHTON, P. S., Banin, L. F., Bayol, N., et al. (2015) · Global Change Biology · doi:10.1111/gcb.13139 · Cited by 723 · see citing works
Global and regional fluxes of carbon from land use and land cover change 1850–2015
Houghton, R. A., & Nassikas, A. A. (2017) · Global Biogeochemical Cycles · doi:10.1002/2016gb005546 · Cited by 718 · see citing works
Self-citationNondestructive estimates of above‐ground biomass using terrestrial laser scanning
Calders, K., Newnham, G. J., Burt, A., Murphy, S., Raumonen, P., Herold, M., Culvenor, D. S., Avitabile, V., Disney, M. I., Armston, J. D., et al. (2014) · Methods in Ecology and Evolution · doi:10.1111/2041-210x.12301 · Cited by 716 · see citing works
Fish biodiversity and conservation in South America
dos Reis, R. E., Albert, J. S., Dario, F. D., Mincarone, M. M., Petry, P., & Rocha, L. A. (2016) · Journal of Fish Biology · doi:10.1111/jfb.13016 · Cited by 714 · see citing works
Recent reversal in loss of global terrestrial biomass
Liu, Y., van Dijk, A. I. J. M., de Jeu, R., Canadell, J. G., McCabe, M. F., Evans, J. P., & Wang, G. (2015) · Nature Climate Change · doi:10.1038/nclimate2581 · Cited by 627 · see citing works
Carbon emissions from forest conversion by Kalimantan oil palm plantations
Carlson, K. M., Curran, L. M., Asner, G. P., Pittman, A. M., Trigg, S. N., & Adeney, J. M. (2012) · Nature Climate Change · doi:10.1038/nclimate1702 · Cited by 623 · see citing works
Diversity enhances carbon storage in tropical forests
Poorter, L., van der Sande, M. T., Thompson, J., Arets, E. J. M. M., Alarcón, A., Álvarez‐Sánchez, J., Ascarrunz, N., Balvanera, P., Barajas‐Guzmán, G., Boit, A., et al. (2015) · Global Ecology and Biogeography · doi:10.1111/geb.12364 · Cited by 611 · see citing works
Tropical grassy biomes: misunderstood, neglected, and under threat
Parr, C. L., Lehmann, C. E. R., Bond, W. J., Hoffmann, W. A., & Andersen, A. N. (2014) · Trends in Ecology & Evolution · doi:10.1016/j.tree.2014.02.004 · Cited by 603 · see citing works
Observing terrestrial ecosystems and the carbon cycle from space
SCHIMEL, D. S., Pavlick, R., Fisher, J. B., Asner, G. P., Saatchi, S. S., Townsend, P. A., Miller, C. E., Frankenberg, C., Hibbard, K. A., & Cox, P. M. (2014) · Global Change Biology · doi:10.1111/gcb.12822 · Cited by 598 · see citing works
A meta-analysis of terrestrial aboveground biomass estimation using lidar remote sensing
Zolkos, S., Goetz, S. J., & Dubayah, R. (2012) · Remote Sensing of Environment · doi:10.1016/j.rse.2012.10.017 · Cited by 597 · see citing works
Self-citationForest, agriculture, renewable energy, and CO2 emission
Waheed, R., Chang, D., Sarwar, S., & Chen, W. (2017) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2017.10.287 · Cited by 591 · see citing works
Determination of tropical deforestation rates and related carbon losses from 1990 to 2010
Achard, F., Beuchle, R., Mayaux, P., Stibig, H., Bodart, C., Brink, A. B., Carboni, S., Desclée, B., Donnay, F., Eva, H. D., et al. (2014) · Global Change Biology · doi:10.1111/gcb.12605 · Cited by 574 · see citing works
Tree height integrated into pantropical forest biomass estimates
Feldpausch, T. R., Lloyd, J., Lewis, S. L., Brienen, R., Gloor, M. U., Mendoza, A. L. M., López‐González, G., Banin, L. F., Salim, K. A., Affum‐Baffoe, K., et al. (2012) · Biogeosciences · doi:10.5194/bg-9-3381-2012 · Cited by 573 · see citing works
Handbook of Clean Energy Systems
See, L., Kraxner, F., Fuss, S., Perger, C., Schill, C., Aoki, K., Leduc, S., McCallum, I., Forsell, N., & Fritz, S. (2014) · Wiley eBooks · doi:10.1002/9781118991978 · Cited by 543 · see citing works
The carbon footprint of traditional woodfuels
Bailis, R., Drigo, R., Ghilardi, A., & Masera, O. (2015) · Nature Climate Change · doi:10.1038/nclimate2491 · Cited by 535 · see citing works
Duncanson, L. I., Kellner, J. R., Armston, J. D., Dubayah, R., Minor, D., Hancock, S., Healey, S. P., Patterson, P. L., Saarela, S., Marselis, S. M., et al. (2022) · Remote Sensing of Environment · doi:10.1016/j.rse.2021.112845 · Cited by 511 · see citing works
Self-citationGlobal restoration opportunities in tropical rainforest landscapes
Brancalion, P. H. S., Niamir, A., Broadbent, E., Crouzeilles, R., Barros, F. S. M., Almeyda Zambrano, A. M., Baccini, A., Aronson, J., Goetz, S., Reid, J. L., et al. (2019) · Science Advances · doi:10.1126/sciadv.aav3223 · Cited by 493 · see citing works
Self-citationAnalysing REDD+: Challenges and choices
Angelsen, A., Brockhaus, M., Sunderlin, W. D., Verchot, L. V., & eds (2012) · Center for International Forestry Research (CIFOR) eBooks · doi:10.17528/cifor/003805 · Cited by 481 · see citing works
Amazon forests maintain consistent canopy structure and greenness during the dry season
Morton, D. C., Nagol, J. R., Carabajal, C. C., Rosette, J., Palace, M., Cook, B. D., Vermote, E. F., Harding, D. J., & North, P. R. J. (2014) · Nature · doi:10.1038/nature13006 · Cited by 468 · see citing works
A comprehensive review on different approaches for CO2 utilization and conversion pathways
Saravanan, A., Kumar, P. S., Vo, D. N., Jeevanantham, S., Bhuvaneswari, V., Narayanan, V. A., Yaashikaa, P. R., Swetha, S., & Reshma, B. (2021) · Chemical Engineering Science · doi:10.1016/j.ces.2021.116515 · Cited by 465 · see citing works
Zhou, Y., Chen, M., Tang, Z., & Mei, Z. (2021) · Sustainable Cities and Society · doi:10.1016/j.scs.2020.102701 · Cited by 462 · see citing works
What are the limits to oil palm expansion?
Pirker, J., Mosnier, A., Kraxner, F., Havlík, P., & Obersteiner, M. (2016) · Global Environmental Change · doi:10.1016/j.gloenvcha.2016.06.007 · Cited by 451 · see citing works
Le Quéré, C., Peters, G. P., Andres, R. J., Andrew, R. M., Boden, T. A., Ciais, P., Friedlingstein, P., Houghton, R. A., Marland, G., Moriarty, R., et al. (2014) · Earth System Science Data · doi:10.5194/essd-6-235-2014 · Cited by 450 · see citing works
Self-citationGreenhouse gas emissions from tropical forest degradation: an underestimated source
Pearson, T. R. H., Brown, S., Murray, L. T., & Sidman, G. (2017) · Carbon Balance and Management · doi:10.1186/s13021-017-0072-2 · Cited by 434 · see citing works
Allometric equations for integrating remote sensing imagery into forest monitoring programmes
Jucker, T., Caspersen, J. P., Chave, J., Antin, C., Barbier, N., Bongers, F., Dalponte, M., van Ewijk, K. Y., Forrester, D. I., Haeni, M., et al. (2016) · Global Change Biology · doi:10.1111/gcb.13388 · Cited by 433 · see citing works
Santoro, M., Cartus, O., Carvalhais, N., Rozendaal, D. M. A., Avitabile, V., Araza, A. B., de Bruin, S., Herold, M., Quegan, S., Rodríguez‐Veiga, P., et al. (2021) · Earth system science data · doi:10.5194/essd-13-3927-2021 · Cited by 424 · see citing works
Bloom, A. A., Exbrayat, J., van der Velde, I. R., Feng, L., & Williams, M. (2016) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1515160113 · Cited by 411 · see citing works
Carbon loss from forest degradation exceeds that from deforestation in the Brazilian Amazon
Qin, Y., Xiao, X., Wigneron, J., Ciais, P., Brandt, M., Fan, L., Li, X., Crowell, S., Wu, X., Doughty, R., et al. (2021) · Nature Climate Change · doi:10.1038/s41558-021-01026-5 · Cited by 400 · see citing works
JONES, C. D., Arora, V. K., Friedlingstein, P., Bopp, L., Brovkin, V. A., Dunne, J. P. P., Graven, H., Hoffman, F. M., Ilyina, T., John, J. G., et al. (2016) · Geoscientific model development · doi:10.5194/gmd-9-2853-2016 · Cited by 397 · see citing works
Quantifying forest canopy traits: Imaging spectroscopy versus field survey
Asner, G. P., Martin, R. E., Anderson, C. B., & Knapp, D. (2014) · Remote Sensing of Environment · doi:10.1016/j.rse.2014.11.011 · Cited by 386 · see citing works
Carbon emissions and the drivers of deforestation and forest degradation in the tropics
Houghton, R. A. (2012) · Current Opinion in Environmental Sustainability · doi:10.1016/j.cosust.2012.06.006 · Cited by 385 · see citing works
Self-citationAndreae, M. O., Acevedo, O. C., de Araújo, A. C., Artaxo, P. E., Barbosa, C. G. G., Barbosa, H. M. J., de Brito, J. F., Carbone, S., Chi, X., Cintra, B. B. L., et al. (2015) · Atmospheric chemistry and physics · doi:10.5194/acp-15-10723-2015 · Cited by 385 · see citing works
Dispersal limitation induces long-term biomass collapse in overhunted Amazonian forests
Peres, C. A., Emilio, T., Schietti, J., Desmoulière, S. J. M., & Levi, T. (2016) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1516525113 · Cited by 385 · see citing works
Challenges and opportunities in mapping land use intensity globally
Kuemmerle, T., Erb, K., Meyfroidt, P., Müller, D., Verburg, P. H., Estel, S., Haberl, H., Hostert, P., Jepsen, M. R., Kästner, T., et al. (2013) · Current Opinion in Environmental Sustainability · doi:10.1016/j.cosust.2013.06.002 · Cited by 384 · see citing works
Mapping tropical forest carbon: Calibrating plot estimates to a simple LiDAR metric
Asner, G. P., & Mascaro, J. (2013) · Remote Sensing of Environment · doi:10.1016/j.rse.2013.09.023 · Cited by 377 · see citing works
Long-term thermal sensitivity of Earth’s tropical forests
Sullivan, M. J. P., Lewis, S. L., Affum-Baffoe, K., Castilho, C., Costa, F., Sanchez, A. C., Ewango, C. E. N., Hubau, W., Marimon, B., Monteagudo-Mendoza, A., et al. (2020) · Science · doi:10.1126/science.aaw7578 · Cited by 377 · see citing works
The European Space Agency BIOMASS mission: Measuring forest above-ground biomass from space
Quegan, S., Toan, T. L., Chave, J., Dall, J., Exbrayat, J., Minh, D. H. T., Lomas, M. R., d’Alessandro, M. M., Paillou, P., Papathanassiou, K., et al. (2019) · Remote Sensing of Environment · doi:10.1016/j.rse.2019.03.032 · Cited by 368 · see citing works
Walker, W., Gorelik, S. R., Baccini, A., Aragon-Osejo, J. L., Josse, C., Meyer, C., Macedo, M. N., Augusto, C., Ríos, S., Katan, T., et al. (2020) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1913321117 · Cited by 364 · see citing works
Self-citationPredicting Global Patterns in Mangrove Forest Biomass
Hutchison, J., Manica, A., Swetnam, R. D., Balmford, A. P., & Spalding, M. D. (2013) · Conservation Letters · doi:10.1111/conl.12060 · Cited by 354 · see citing works
Terrestrial and Inland Water Systems
(IPCC), I. P. O. C. C. (2015) · Cambridge University Press eBooks · doi:10.1017/cbo9781107415379.009 · Cited by 351 · see citing works
Henders, S., Persson, U. M., & Kastner, T. (2015) · Environmental Research Letters · doi:10.1088/1748-9326/10/12/125012 · Cited by 347 · see citing works
High resolution analysis of tropical forest fragmentation and its impact on the global carbon cycle
Brinck, K., Fischer, R., Groeneveld, J., Lehmann, S., de Paula, M. D., Pütz, S., Sexton, J., Song, D., & Huth, A. (2017) · Nature Communications · doi:10.1038/ncomms14855 · Cited by 344 · see citing works
Public policies can reduce tropical deforestation: lessons and challenges from Brazil
Arima, E. Y., Barreto, P., Araújo, E., & Soares-Filho, B. (2014) · Land Use Policy · doi:10.1016/j.landusepol.2014.06.026 · Cited by 342 · see citing works
Usman, M. Z., & Makhdum, M. S. A. (2021) · Renewable Energy · doi:10.1016/j.renene.2021.07.014 · Cited by 340 · see citing works
Tackling climate change with machine learning
Rolnick, D., Donti, P. L., Kaack, L. H., Kochanski, K., Lacoste, A., Sankaran, K., Ross, A. S., Milojevic-Dupont, N., Jaques, N., Waldman-Brown, A., et al. (2023) · ACM Computing Surveys · doi:10.1145/3485128 · Cited by 336 · see citing works
Beyond 3-D: The new spectrum of lidar applications for earth and ecological sciences
Eitel, J. U. H., Höfle, B., Vierling, L. A., Abellán, A., Asner, G. P., Deems, J. S., Glennie, C., Joerg, P. C., LeWinter, A. L., Magney, T. S., et al. (2016) · Remote Sensing of Environment · doi:10.1016/j.rse.2016.08.018 · Cited by 322 · see citing works
Markedly divergent estimates of A mazon forest carbon density from ground plots and satellites
Mitchard, E. T. A., Feldpausch, T. R., Brienen, R., López‐González, G., Monteagudo, A. L., Baker, T. R., Lewis, S. L., Lloyd, J., Quesada, C. A., Gloor, M. U., et al. (2014) · Global Ecology and Biogeography · doi:10.1111/geb.12168 · Cited by 318 · see citing works
The role of soybean production as an underlying driver of deforestation in the South American Chaco
Fehlenberg, V., Baumann, M., Gasparri, I., Rodríguez, M. P., Gavier-Pizarro, G. I., & Kuemmerle, T. (2017) · Global Environmental Change · doi:10.1016/j.gloenvcha.2017.05.001 · Cited by 317 · see citing works
A vegetation control on seasonal variations in global atmospheric mercury concentrations
Jiskra, M., Sonke, J. E., Obrist, D., Bieser, J., Ebinghaus, R., Myhre, C. L., Pfaffhuber, K. A., Wängberg, I., Kyllönen, K., Worthy, D. E. J., et al. (2018) · Nature Geoscience · doi:10.1038/s41561-018-0078-8 · Cited by 317 · see citing works
El Niño and health risks from landscape fire emissions in southeast Asia
Marlier, M. E., DeFries, R., Voulgarakis, A., Kinney, P. L., Randerson, J. T., Shindell, D. T., Chen, Y., & Faluvegi, G. (2012) · Nature Climate Change · doi:10.1038/nclimate1658 · Cited by 316 · see citing works
Carbon stock and density of northern boreal and temperate forests
Thurner, M., Beer, C., Santoro, M., Carvalhais, N., Wutzler, T., Schepaschenko, D. G., Shvidenko, А., Kompter, E., Ahrens, B., Levick, S. R., et al. (2013) · Global Ecology and Biogeography · doi:10.1111/geb.12125 · Cited by 315 · see citing works
Spatial cross-validation is not the right way to evaluate map accuracy
Wadoux, A. M. J.-C., Heuvelink, G. B. M., de Bruin, S., & Brus, D. J. (2021) · Ecological Modelling · doi:10.1016/j.ecolmodel.2021.109692 · Cited by 313 · see citing works
Guay, K. C., Beck, P. S. A., Berner, L. T., Goetz, S. J., Baccini, A., & Wolfgang Buermann, A. (2014) · Global Change Biology · doi:10.1111/gcb.12647 · Cited by 303 · see citing works
Self-citationLang, N., Kalischek, N., Armston, J. D., Schindler, K., Dubayah, R., & Wegner, J. D. (2021) · Remote Sensing of Environment · doi:10.1016/j.rse.2021.112760 · Cited by 303 · see citing works
Self-citationAn Operational Framework for Defining and Monitoring Forest Degradation
Thompson, I. D., Guariguata, M. R., Okabe, K., Bahamóndez, C., Nasi, R., Heymell, V., & Sabogal, C. (2013) · Ecology and Society · doi:10.5751/es-05443-180220 · Cited by 302 · see citing works
Large carbon sink potential of secondary forests in the Brazilian Amazon to mitigate climate change
Heinrich, V., Dalagnol, R., Cassol, H., Rosan, T. M., de Almeida, C. T., Silva, C. H. L., Campanharo, W. A., House, J. I., Sitch, S. A., Hales, T. C., et al. (2021) · Nature Communications · doi:10.1038/s41467-021-22050-1 · Cited by 302 · see citing works
Above ground biomass estimation in an African tropical forest with lidar and hyperspectral data
Laurin, G. V., Chen, Q., Lindsell, J., Coomes, D. A., Frate, F. D., Guerriero, L., Pirotti, F., & Valentini, R. (2014) · ISPRS Journal of Photogrammetry and Remote Sensing · doi:10.1016/j.isprsjprs.2014.01.001 · Cited by 301 · see citing works
Ciais, P., Dolman, A. J., Bombelli, A., Duren, R., Peregon, A. M., Rayner, P. J., Miller, C. E., Gobron, N., Kindermann, G., Marland, G., et al. (2014) · Biogeosciences · doi:10.5194/bg-11-3547-2014 · Cited by 301 · see citing works
Ongoing primary forest loss in Brazil, Democratic Republic of the Congo, and Indonesia
Turubanova, S. A., Potapov, P. V., Tyukavina, A., & Hansen, M. C. (2018) · Environmental Research Letters · doi:10.1088/1748-9326/aacd1c · Cited by 300 · see citing works
Haverd, V., Smith, B., Nieradzik, L., Briggs, P., Woodgate, W., Trudinger, C. M., Canadell, J. G., & Cuntz, M. (2018) · Geoscientific model development · doi:10.5194/gmd-11-2995-2018 · Cited by 291 · see citing works
The Unseen Effects of Deforestation: Biophysical Effects on Climate
Lawrence, D., Coe, M. T., Walker, W., Verchot, L. V., & Vandecar, K. L. (2022) · Frontiers in Forests and Global Change · doi:10.3389/ffgc.2022.756115 · Cited by 291 · see citing works
Self-citationEspejo, J. C., Messinger, M., Román‐Dañobeytia, F., Ascorra, C., Fernandez, L. E., & Silman, M. R. (2018) · Remote Sensing · doi:10.3390/rs10121903 · Cited by 290 · see citing works
Guimberteau, M., Zhu, D., Maignan, F., Huang, Y., Yue, C., Dantec‐Nédélec, S., Ottlé, C., Jornet‐Puig, A., Bastos, A., Laurent, P., et al. (2018) · Geoscientific model development · doi:10.5194/gmd-11-121-2018 · Cited by 286 · see citing works
State and evolution of the African rainforests between 1990 and 2010
Mayaux, P., Pekel, J., Desclée, B., Donnay, F., Lupi, A., Achard, F., Clerici, M., Bodart, C., Brink, A. B., Nasi, R., et al. (2013) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2012.0300 · Cited by 282 · see citing works
Landscape fragmentation, severe drought, and the new Amazon forest fire regime
Alencar, A. A., Brando, P. M., Asner, G. P., & Putz, F. E. (2015) · Ecological Applications · doi:10.1890/14-1528.1 · Cited by 280 · see citing works
Satellite-observed pantropical carbon dynamics
Fan, L., Wigneron, J., Ciais, P., Chave, J., Brandt, M., Fensholt, R., Saatchi, S. S., Bastos, A., Al‐Yaari, A., Hufkens, K., et al. (2019) · Nature Plants · doi:10.1038/s41477-019-0478-9 · Cited by 280 · see citing works
Spatial patterns of agricultural expansion determine impacts on biodiversity and carbon storage
Chaplin‐Kramer, R., Sharp, R., Mandle, L., Sim, S., Johnson, J. A., Butnar, I., Canals, L. M. I., Eichelberger, B. A., Ramler, I., Mueller, C., et al. (2015) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1406485112 · Cited by 279 · see citing works
Duncanson, L. I., Neuenschwander, A., Hancock, S., Thomas, N. M., Fatoyinbo, T., Simard, M., Silva, C. A., Armston, J. D., Luthcke, S. B., Hofton, M. A., et al. (2020) · Remote Sensing of Environment · doi:10.1016/j.rse.2020.111779 · Cited by 278 · see citing works
Self-citationBouvet, A., Mermoz, S., Toan, T. L., Villard, L., Mathieu, R., Naidoo, L., & Asner, G. P. (2017) · Remote Sensing of Environment · doi:10.1016/j.rse.2017.12.030 · Cited by 276 · see citing works
Cohn, A. S., Mosnier, A., Havlík, P., Valin, H., Herrero, M., Schmid, E., O’Hare, M., & Obersteiner, M. H. (2014) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1307163111 · Cited by 267 · see citing works
The future of Southeast Asia’s forests
Estoque, R. C., Ooba, M., Avitabile, V., Hijioka, Y., Dasgupta, R., Togawa, T., & Murayama, Y. (2019) · Nature Communications · doi:10.1038/s41467-019-09646-4 · Cited by 266 · see citing works
Land use patterns and related carbon losses following deforestation in South America
Sy, V. D., Herold, M., Achard, F., Beuchle, R., Clevers, J. G. P. W., Lindquist, E., & Verchot, L. (2015) · Environmental Research Letters · doi:10.1088/1748-9326/10/12/124004 · Cited by 261 · see citing works
- Authors
- Baccini, A., Goetz, S. J., Walker, W. S., Laporte, N. T., Sun, M., Sulla-Menashe, D., Hackler, J., Beck, P. S. A., Dubayah, R., Friedl, M. A., Samanta, S., & Houghton, R. A.
- Affiliations
- Woodwell Climate Research Center (US)
- University of Maryland, College Park (US)
- Boston University (US)
- Corresponding author
- Baccini, A.
- ORCID
- Venue
- Nature Climate Change
- Published
- 2012-01-29
- Volume
- 2
- Issue
- 3
- Pages
- 182-185
- ISSN
- 1758-678X (ISSN-L)
- 1758-6798
- OpenAlex
- W2166394891
- Cited by
- 1,788
- References
- 28
- Citations by year
- 2026: 72 · 2025: 105 · 2024: 109 · 2023: 113 · 2022: 156 · 2021: 198 · 2020: 133 · 2019: 133 · 2018: 156 · 2017: 152 · 2016: 150 · 2015: 103 · 2014: 100 · 2013: 66 · 2012: 41
- FWCI
- 82.25
- Type
- journal article
- Language
- en
- Open access
- closed
- Licence
- www.springer.com/tdm (tdm)
- Locations
- Nature Climate Change (publishedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- Topics
- Physical Sciences › Environmental Science › Environmental Engineering › Remote Sensing and LiDAR Applications
- Physical Sciences › Environmental Science › Nature and Landscape Conservation › Forest ecology and management
- Physical Sciences › Environmental Science › Global and Planetary Change › Conservation, Biodiversity, and Resource Management
- Keywords
- tropical deforestation, CO2 emissions, aboveground carbon density, carbon stocks, tropical forests, land use change, satellite remote sensing, Brazil, Indonesia
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
