Abstract
The alarming increase in extreme weather events, such as severe storms with torrential rain and strong winds, is a direct result of climate change. These events have led to discernible shifts in forest structure and the carbon cycle, primarily driven by a surge in tree mortality. However, the impacts caused by these severe storms on the production and carbon increment from coarse woody debris (CWD) are still poorly understood, especially in the Brazilian Atlantic Forest. Thus, the goal proposed by the study was to quantify the CWD volume, necromass, and carbon stock before and after the occurrence of a severe storm and to determine the importance of spatial, structural, and qualitative variables of trees in the CWD carbon increment. The increase in carbon by the storm was 2.01 MgC ha−1, with a higher concentration in the CWD less decomposed and smaller diameter class. The forest fragment plots showed distinct increments (0.05–0.35 MgC), being influenced by spatial (elevation, declivity, and slope angle) structural (basal area) and qualitative factors (trunk quality and tree health), intrinsic to the forest. Thus, it is concluded that severe storms cause a large increase in carbon in CWD, making it essential to understand the susceptibility of forests to the action of intense rains and strong winds to model and monitor the future impacts of these extreme weather events on Atlantic Forest and other tropical forests in the world.
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Data availability
The datasets generated during and/or analyzed during the current study are available from the corresponding author on reasonable request.
References
Abdi, H., & Williams, L. J. (2010). Principal component analysis: Principal component analysis. Wiley Interdisciplinary Reviews: Computational Statistics, 2(4), 433–459. https://doi.org/10.1002/wics.101
ABNT. (2003). Normas Técnicas NBR 11941: Madeira—Determinação da densidade básica.
Aleixo, I., Norris, D., Hemerik, L., Barbosa, A., Prata, E., Costa, F., & Poorter, L. (2019). Amazonian rainforest tree mortality driven by climate and functional traits. Nature Climate Change, 9(5), 384–388. https://doi.org/10.1038/s41558-019-0458-0
Barbosa, R. I., de Castilho, C. V., de Oliveira Perdiz, R., Damasco, G., Rodrigues, R., & Fearnside, P. M. (2017). Decomposition rates of coarse woody debris in undisturbed Amazonian seasonally flooded and unflooded forests in the Rio Negro-Rio Branco Basin in Roraima, Brazil. Forest Ecology and Management, 397, 1–9. https://doi.org/10.1016/j.foreco.2017.04.026
Bellard, C., Leclerc, C., Leroy, B., Bakkenes, M., Veloz, S., Thuiller, W., & Courchamp, F. (2014). Vulnerability of biodiversity hotspots to global change. Global Ecology and Biogeography, 23(12), 1376–1386. https://doi.org/10.1111/geb.12228
Brasil, Resolução CONAMA No 392, de 25 de junho de 2007: Definição de vegetação primária e secundária de regeneração de Mata Atlântica no Estado de Minas Gerais., Ministério do Meio Ambiente / Conselho Nacional de Meio Ambiente (2007). http://www.siam.mg.gov.br/sla/download.pdf?idNorma=6991
Brienen, R. J. W., Phillips, O. L., Feldpausch, T. R., Gloor, E., Baker, T. R., Lloyd, J., Lopez-Gonzalez, G., Monteagudo-Mendoza, A., Malhi, Y., Lewis, S. L., Vásquez Martinez, R., Alexiades, M., Álvarez Dávila, E., Alvarez-Loayza, P., Andrade, A., Aragão, L. E. O. C., Araujo-Murakami, A., Arets, E. J. M. M., Arroyo, L., et al. (2015). Long-term decline of the Amazon carbon sink. Nature, 519(7543), 344–348. https://doi.org/10.1038/nature14283
Brown, C., Burslem, D. F. R. P., Illian, J. B., Bao, L., Brockelman, W., Cao, M., Chang, L. W., Dattaraja, H. S., Davies, S., Gunatilleke, C. V. S., Gunatilleke, I. A. U. N., Huang, J., Kassim, A. R., LaFrankie, J. V., Lian, J., Lin, L., Ma, K., Mi, X., Nathalang, A., et al. (2013). Multispecies coexistence of trees in tropical forests: Spatial signals of topographic niche differentiation increase with environmental heterogeneity. Proceedings of the Royal Society B: Biological Sciences, 280(1764), 20130502. https://doi.org/10.1098/rspb.2013.0502
Campbell, J. L., Green, M. B., Yanai, R. D., Woodall, C. W., Fraver, S., Harmon, M. E., Hatfield, M. A., Barnett, C. J., See, C. R., & Domke, G. M. (2019). Estimating uncertainty in the volume and carbon storage of downed coarse woody debris. Ecological Applications, 29(2). https://doi.org/10.1002/eap.1844
Canham, C. D., Papaik, M. J., & Latty, E. F. (2001). Interspecific variation in susceptibility to windthrow as a function of tree size and storm severity for northern temperate tree species. Canadian Journal of Forest Research, 31(1), 1–10. https://doi.org/10.1139/x00-124
Canham, C. D., Thompson, J., Zimmerman, J. K., & Uriarte, M. (2010). Variation in susceptibility to hurricane damage as a function of storm intensity in Puerto Rican tree species: Susceptibility to hurricane damage. Biotropica, 42(1), 87–94. https://doi.org/10.1111/j.1744-7429.2009.00545.x
Chambers, J. Q., Higuchi, N., Teixeira, L. M., dos Santos, J., Laurance, S. G., & Trumbore, S. E. (2004). Response of tree biomass and wood litter to disturbance in a Central Amazon forest. Oecologia, 141(4), 596–611. https://doi.org/10.1007/s00442-004-1676-2
Chambers, J. Q., Negron-Juarez, R. I., Marra, D. M., Di Vittorio, A., Tews, J., Roberts, D., Ribeiro, G. H. P. M., Trumbore, S. E., & 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(10), 3949–3954. https://doi.org/10.1073/pnas.1202894110
Chao, K.-J., Liao, P.-S., Chen, Y.-S., Song, G.-Z. M., Phillips, O. L., & Lin, H.-J. (2022). Very low stocks and inputs of necromass in wind-affected tropical forests. Ecosystems, 25(2), 488–503. https://doi.org/10.1007/s10021-021-00667-z
Chao, K.-J., Phillips, O. L., Monteagudo, A., Torres-Lezama, A., & Martínez, R. V. (2009). How do trees die? Mode of death in Northern Amazonia. Journal of Vegetation Science, 20(2), 260–268.
Crockett, J. L., & Westerling, A. L. (2018). Greater temperature and precipitation extremes intensify western U.S. droughts, wildfire severity, and Sierra Nevada Tree Mortality. Journal of Climate, 31(1), 341–354. https://doi.org/10.1175/JCLI-D-17-0254.1
Cushman, K. C., Burley, J. T., Imbach, B., Saatchi, S. S., Silva, C. E., Vargas, O., Zgraggen, C., & Kellner, J. R. (2021). Impact of a tropical forest blowdown on aboveground carbon balance. Scientific Reports, 11(1), 11279. https://doi.org/10.1038/s41598-021-90576-x
da Rocha, S. J. S. S., Torres, C. M. M. E., Villanova, P. H., Schettini, B. L. S., Jacovine, L. A. G., Leite, H. G., Gelcer, E. M., Reis, L. P., Neves, K. M., Comini, I. B., & Da Silva, L. F. (2020). Drought effects on carbon dynamics of trees in a secondary Atlantic Forest. Forest Ecology and Management, 465, 118097. https://doi.org/10.1016/j.foreco.2020.118097
de Toledo, J. J., Magnusson, W. E., & Castilho, C. V. (2013). Competition, exogenous disturbances and senescence shape tree size distribution in tropical forest: Evidence from tree mode of death in Central Amazonia. Journal of Vegetation Science, 24(4), 651–663. https://doi.org/10.1111/j.1654-1103.2012.01491.x
de Toledo, J. J., Magnusson, W. E., Castilho, C. V., & Nascimento, H. E. M. (2011). How much variation in tree mortality is predicted by soil and topography in Central Amazonia? Forest Ecology and Management, 262(3), 331–338. https://doi.org/10.1016/j.foreco.2011.03.039
de Toledo, J. J., Magnusson, W. E., Castilho, C. V., & Nascimento, H. E. M. (2012). Tree mode of death in Central Amazonia: Effects of soil and topography on tree mortality associated with storm disturbances. Forest Ecology and Management, 263, 253–261. https://doi.org/10.1016/j.foreco.2011.09.017
dos Santos, L. T., Magnabosco Marra, D., Trumbore, S., de Camargo, P. B., Negrón-Juárez, R. I., Lima, A. J. N., Ribeiro, G. H. P. M., dos Santos, J., & Higuchi, N. (2016). Windthrows increase soil carbon stocks in a central Amazon forest. Biogeosciences, 13(4), 1299–1308. https://doi.org/10.5194/bg-13-1299-2016
Emerick, T., & das G., & Martini, A. (2020). Diagnóstico da Arborização Após a Ocorrência de Evento Climático Extremo. Nature and Conservation, 13(1), 77–85. https://doi.org/10.6008/CBPC2318-2881.2020.001.0009
Emiliana, C., & Bottrel, F. (2019). Tempestade com “nuvens gigantes” deixa um morto e devasta campus da UFV em Viçosa. Estado de Minas. https://www.em.com.br/app/noticia/gerais/2019/10/26/interna_gerais,1096075/tempestade-deixa-um-morto-e-devasta-campus-da-ufv-em-vicosa.shtml.
Espírito-Santo, F. D. B., Gloor, M., Keller, M., Malhi, Y., Saatchi, S., Nelson, B., Junior, R. C. O., Pereira, C., Lloyd, J., Frolking, S., Palace, M., Shimabukuro, Y. E., Duarte, V., Mendoza, A. M., López-González, G., Baker, T. R., Feldpausch, T. R., Brienen, R. J. W., Asner, G. P., & Phillips, O. L. (2014a). Size and frequency of natural forest disturbances and the Amazon forest carbon balance. Nature Communications, 5(1), 3434. https://doi.org/10.1038/ncomms4434
Espírito-Santo, F. D. B., Keller, M. M., Linder, E., Oliveira Junior, R. C., Pereira, C., & Oliveira, C. G. (2014b). Gap formation and carbon cycling in the Brazilian Amazon: Measurement using high-resolution optical remote sensing and studies in large forest plots. Plant Ecology & Diversity, 7(1–2), 305–318. https://doi.org/10.1080/17550874.2013.795629
Ferreira Junior, W. G., Schaefer, C. E. G. R., & Silva, A. F. (2012). Uma visão pedogeomorfológica sobre as formações florestais da Mata Atlântica. In Em Ecologia de Florestas Tropicais do Brasil (2o ed., pp. 141–174). Editora UFV.
Field, C. B., Barros, V., Stocker, T. F., Dahe, Q., & (Orgs.). (2012). Managing the risks of extreme events and disasters to advance climate change adaptation: Special Report of the Intergovernmental Panel on Climate Change (1o ed). Cambridge University Press. https://doi.org/10.1017/CBO9781139177245
Fontes, C. G., Chambers, J. Q., & Higuchi, N. (2018). Revealing the causes and temporal distribution of tree mortality in Central Amazonia. Forest Ecology and Management, 424, 177–183. https://doi.org/10.1016/j.foreco.2018.05.002
Gale, N., & Hall, P. (2001). Factors determining the modes of tree death in three Bornean rain forests. Journal of Vegetation Science, 12(3), 337–348. https://doi.org/10.2307/3236847
Gora, E. M., Kneale, R. C., Larjavaara, M., & Muller-Landau, H. C. (2019). Dead wood necromass in a moist tropical forest: Stocks, fluxes, and spatiotemporal variability. Ecosystems, 22(6), 1189–1205. https://doi.org/10.1007/s10021-019-00341-5
Harmon, M. E., Fasth, B. G., Yatskov, M., Kastendick, D., Rock, J., & Woodall, C. W. (2020). Release of coarse woody detritus-related carbon: A synthesis across forest biomes. Carbon Balance and Management, 15(1), 1. https://doi.org/10.1186/s13021-019-0136-6
Harmon, M. E., Whigham, D. F., Sexton, J., & Olmsted, I. (1995). Decomposition and mass of woody detritus in the dry tropical forests of the Northeastern Yucatan Peninsula, Mexico. Biotropica, 27(3), 305. https://doi.org/10.2307/2388916
Heineman, K. D., Russo, S. E., Baillie, I. C., Mamit, J. D., Chai, P. P.-K., Chai, L., Hindley, E. W., Lau, B.-T., Tan, S., & Ashton, P. S. (2015). Influence of tree size, taxonomy, and edaphic conditions on heart rot in mixed-dipterocarp Bornean rainforests: Implications for aboveground biomass estimates [Preprint]. Terrestrial. https://doi.org/10.5194/bgd-12-6821-2015
Hotelling, H. (1933). Analysis of a complex of statistical variables into principal components. Journal of Educational Psychology, 24(6), 417–441. https://doi.org/10.1037/h0071325
IBGE. (2012). Manual técnico da vegetação brasileira (2a̲ edição revista e ampliada). Instituto Brasileiro de Geografia e Estatística-IBGE.
INMET. (2021). BDMEP: Banco de Dados Meteorólogicos para Ensino e Pesquisa. https://portal.inmet.gov.br/dadoshistoricos
INPE. (2011). Topodata: Banco de dados Geomorfométricos do Brasil. http://www.dsr.inpe.br/topodata/index.php. Accessed 1 Dec 2023
Jucker, T., Bongalov, B., Burslem, D. F. R. P., Nilus, R., Dalponte, M., Lewis, S. L., Phillips, O. L., Qie, L., & Coomes, D. A. (2018). Topography shapes the structure, composition and function of tropical forest landscapes. Ecology Letters, 21(7), 989–1000. https://doi.org/10.1111/ele.12964
Kassambara, A., & Mundt, F. (2020). Factoextra: Extract and visualize the results of multivariate data analyses. R package version 1.0.7. https://CRAN.R-project.org/package=factoextra. Accessed 20 Sept 2023
Keller, M., Palace, M., Asner, G. P., Pereira, R., & Silva, J. N. M. (2004). Coarse woody debris in undisturbed and logged forests in the eastern Brazilian Amazon: Coarse woody debris in the Eastern Amazon. Global Change Biology, 10(5), 784–795. https://doi.org/10.1111/j.1529-8817.2003.00770.x
Klein, T., & Hartmann, H. (2018). Climate change drives tree mortality. Science, 362(6416), 758–758. https://doi.org/10.1126/science.aav6508
Knutson, T. R., McBride, J. L., Chan, J., Emanuel, K., Holland, G., Landsea, C., Held, I., Kossin, J. P., Srivastava, A. K., & Sugi, M. (2010). Tropical cyclones and climate change. Nature Geoscience, 3(3), 157–163. https://doi.org/10.1038/ngeo779
Köhl, M., Lasco, R., Cifuentes, M., Jonsson, Ö., Korhonen, K. T., Mundhenk, P., de Jesus Navar, J., & Stinson, G. (2015). Changes in forest production, biomass and carbon: Results from the 2015 UN FAO Global Forest Resource Assessment. Forest Ecology and Management, 352, 21–34. https://doi.org/10.1016/j.foreco.2015.05.036
Lladó, S., López-Mondéjar, R., & Baldrian, P. (2017). Forest soil bacteria: Diversity, involvement in ecosystem processes, and response to global change. Microbiology and Molecular Biology Reviews, 81(2), e00063–e00016. https://doi.org/10.1128/MMBR.00063-16
Maas, G. C. B., Sanquetta, C. R., Marques, R., Machado, S., & do A., & Sanquetta, M. N. I. (2020). Quantification of carbon in forest necromass: State of the art. Cerne, 26(1), 98–108. https://doi.org/10.1590/01047760202026012661
Maior, D. S. (2019). Estragos feitos pela chuva—Campus Viçosa 25/10/19. Universidade Federal de Viçosa. https://photos.app.goo.gl/7D1iwzwRTiQwAuDT9
Malhi, Y., Doughty, C., & Galbraith, D. (2011). The allocation of ecosystem net primary productivity in tropical forests. Philosophical Transactions of the Royal Society B: Biological Sciences, 366(1582), 3225–3245. https://doi.org/10.1098/rstb.2011.0062
Marra, D. M., Chambers, J. Q., Higuchi, N., Trumbore, S. E., Ribeiro, G. H. P. M., dos Santos, J., Negrón-Juárez, R. I., Reu, B., & Wirth, C. (2014). Large-scale wind disturbances promote tree diversity in a Central Amazon Forest. PLoS ONE, 9(8), e103711. https://doi.org/10.1371/journal.pone.0103711
McDowell, N., Allen, C. D., Anderson-Teixeira, K., Brando, P., Brienen, R., Chambers, J., Christoffersen, B., Davies, S., Doughty, C., Duque, A., Espirito-Santo, F., Fisher, R., Fontes, C. G., Galbraith, D., Goodsman, D., Grossiord, C., Hartmann, H., Holm, J., Johnson, D. J., et al. (2018). Drivers and mechanisms of tree mortality in moist tropical forests. New Phytologist, 219(3), 851–869. https://doi.org/10.1111/nph.15027
McGroddy, M., Lawrence, D., Schneider, L., Rogan, J., Zager, I., & Schmook, B. (2013). Damage patterns after Hurricane Dean in the southern Yucatán: Has human activity resulted in more resilient forests? Forest Ecology and Management, 310, 812–820. https://doi.org/10.1016/j.foreco.2013.09.027
Moreira, A. B., Gregoire, T. G., & do Couto, H. T. Z. (2019). Estimation of the volume, biomass and carbon content of coarse woody debris within two forest types in the State of São Paulo, Brazil. Forestry: An International Journal of Forest Research, 92(3), 278–286. https://doi.org/10.1093/forestry/cpz009
Negrón-Juárez, R., Baker, D. B., Chambers, J. Q., Hurtt, G. C., & Goosem, S. (2014). Multi-scale sensitivity of Landsat and MODIS to forest disturbance associated with tropical cyclones. Remote Sensing of Environment, 140, 679–689. https://doi.org/10.1016/j.rse.2013.09.028
Negrón-Juárez, R. I., Chambers, J. Q., Guimaraes, G., Zeng, H., Raupp, C. F. M., Marra, D. M., Ribeiro, G. H. P. M., Saatchi, S. S., Nelson, B. W., & Higuchi, N. (2010). Widespread Amazon forest tree mortality from a single cross-basin squall line event: WIND-DRIVEN TREE MORTALITY IN AMAZONIA. Geophysical Research Letters, 37(16), n/a-n/a. https://doi.org/10.1029/2010GL043733
Neumann, M., Mues, V., Moreno, A., Hasenauer, H., & Seidl, R. (2017). Climate variability drives recent tree mortality in Europe. Global Change Biology, 23(11), 4788–4797. https://doi.org/10.1111/gcb.13724
Nicoll, B. C., Achim, A., Mochan, S., & Gardiner, B. A. (2005). Does steep terrain influence tree stability? A field investigation. Canadian Journal of Forest Research, 35(10), 2360–2367. https://doi.org/10.1139/x05-157
O’Neill, B. C., Oppenheimer, M., Warren, R., Hallegatte, S., Kopp, R. E., Pörtner, H. O., Scholes, R., Birkmann, J., Foden, W., Licker, R., Mach, K. J., Marbaix, P., Mastrandrea, M. D., Price, J., Takahashi, K., van Ypersele, J.-P., & Yohe, G. (2017). IPCC reasons for concern regarding climate change risks. Nature Climate Change, 7(1), 28–37. https://doi.org/10.1038/nclimate3179
Palace, M., Keller, M., Hurtt, G., & Frolking, S. (2012). A review of above ground necromass in tropical forests. Em P. Sudarshana (Org.), Tropical Forests. InTech. https://doi.org/10.5772/33085
Prefeitura de Viçosa. (2019). Prefeitura decreta situação de emergência nas áreas do município afetadas pela chuva de sexta. https://www.vicosa.mg.gov.br/detalhe-da-materia/info/prefeitura-decreta-situacao-de-emergencia-nas-areas-do-municipio-afetadas-pela-chuva-de-sexta-25/71896
QGIS.org. (2020). QGIS Geographic Information System. QGIS Association. http://www.qgis.org
R Core Team. (2020). R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. https://www.R-project.org/
Ribeiro, G. H. P. M., Chambers, J. Q., Peterson, C. J., Trumbore, S. E., Magnabosco Marra, D., Wirth, C., Cannon, J. B., Négron-Juárez, R. I., Lima, A. J. N., de Paula, E. V. C. M., Santos, J., & Higuchi, N. (2016). Mechanical vulnerability and resistance to snapping and uprooting for Central Amazon tree species. Forest Ecology and Management, 380, 1–10. https://doi.org/10.1016/j.foreco.2016.08.039
Rifai, S. W., Urquiza Muñoz, J. D., Negrón-Juárez, R. I., Ramírez Arévalo, F. R., Tello-Espinoza, R., Vanderwel, M. C., Lichstein, J. W., Chambers, J. Q., & Bohlman, S. A. (2016). Landscape-scale consequences of differential tree mortality from catastrophic wind disturbance in the Amazon. Ecological Applications, 26(7), 2225–2237. https://doi.org/10.1002/eap.1368
Ruel, J.-C., Pin, D., & Cooper, K. (2001). Windthrow in riparian buffer strips: Effect of wind exposure, thinning and strip width. Forest Ecology and Management, 143(1), 105–113. https://doi.org/10.1016/S0378-1127(00)00510-7
Russell, M. B., Fraver, S., Aakala, T., Gove, J. H., Woodall, C. W., D’Amato, A. W., & Ducey, M. J. (2015). Quantifying carbon stores and decomposition in dead wood: A review. Forest Ecology and Management, 350, 107–128. https://doi.org/10.1016/j.foreco.2015.04.033
Sasaki, Y., Fujii, A., & Asai, K. (2000). Soil creep process and its role in debris slide generation—Field measurements on the north side of Tsukuba Mountain in Japan. Em Developments in Geotechnical Engineering, 84, 199–219). Elsevier. https://doi.org/10.1016/S0165-1250(00)80017-6
Scarano, F. R., & Ceotto, P. (2015). Brazilian Atlantic forest: Impact, vulnerability, and adaptation to climate change. Biodiversity and Conservation, 24(9), 2319–2331. https://doi.org/10.1007/s10531-015-0972-y
Schwartz, N. B., Uriarte, M., DeFries, R., Bedka, K. M., Fernandes, K., Gutiérrez-Vélez, V., & Pinedo-Vasquez, M. A. (2017). Fragmentation increases wind disturbance impacts on forest structure and carbon stocks in a western Amazonian landscape. Ecological Applications, 27(6), 1901–1915. https://doi.org/10.1002/eap.1576
Silvério, D. V., Brando, P. M., Bustamante, M. M. C., Putz, F. E., Marra, D. M., Levick, S. R., & Trumbore, S. E. (2019). Fire, fragmentation, and windstorms: A recipe for tropical forest degradation. Journal of Ecology, 107(2), 656–667. https://doi.org/10.1111/1365-2745.13076
Smalian, H. L. (1837). Beitrag zur Holzmesskunst: Mit VII. Beilagen, worunter zwei Steindruck-Zeichnungen. Löffler.
Taccoen, A., Piedallu, C., Seynave, I., Gégout-Petit, A., Nageleisen, L.-M., Bréda, N., & Gégout, J.-C. (2021). Climate change impact on tree mortality differs with tree social status. Forest Ecology and Management, 489, 119048. https://doi.org/10.1016/j.foreco.2021.119048
Taccoen, A., Piedallu, C., Seynave, I., Perez, V., Gégout-Petit, A., Nageleisen, L.-M., Bontemps, J.-D., & Gégout, J.-C. (2019). Background mortality drivers of European tree species: Climate change matters. Proceedings of the Royal Society B: Biological Sciences, 286(1900), 20190386. https://doi.org/10.1098/rspb.2019.0386
Toledo, J. J., Castilho, C. V., Magnusson, W. E., & Nascimento, H. E. M. (2017). Soil controls biomass and dynamics of an Amazonian forest through the shifting of species and traits. Brazilian Journal of Botany, 40(2), 451–461. https://doi.org/10.1007/s40415-016-0351-2
Trumbore, S., Brando, P., & Hartmann, H. (2015). Forest health and global change. Science, 349(6250), 814–818. https://doi.org/10.1126/science.aac675
UFV. (2021). Departamento de Engenharia Agrícola. Estação Climatológica Principal de Viçosa.
Valeriano, M. D. M., & Rossetti, D. D. F. (2012). Topodata: Brazilian full coverage refinement of SRTM data. Applied Geography, 32(2), 300–309. https://doi.org/10.1016/j.apgeog.2011.05.004
Vanderwel, M. C., Coomes, D. A., & Purves, D. W. (2013). Quantifying variation in forest disturbance, and its effects on aboveground biomass dynamics, across the eastern U nited S tates. Global Change Biology, 19(5), 1504–1517. https://doi.org/10.1111/gcb.12152
Villanova, P. H., Torres, C. M. M. E., Jacovine, L. A. G., De Cássia Oliveira Carneiro, A., Ballotin, F. C., Schettini, B. L. S., Da Rocha, S. J. S. S., Rufino, M. P. M. X., De Freitas, M. F., & Castro, R. V. O. (2023). Physical and chemical properties of Coarse Woody Debris submitted to the natural process of decomposition in a Secondary Atlantic Forest Fragment in Brazil. Scientific Reports, 13(1), 7377. https://doi.org/10.1038/s41598-023-34526-9
Villanova, P. H., Torres, C. M. M. E., Jacovine, L. A. G., Soares, C. P. B., da Silva, L. F., Schettini, B. L. S., da Rocha, S. J. S. S., & Zanuncio, J. C. (2019). Necromass carbon stock in a secondary Atlantic forest fragment in Brazil. Forests, 10(10), 833. https://doi.org/10.3390/f10100833
Vital, B. R. (1984). Boletim Técnico: Métodos de Determinação de Densidade da Madeira ((1st) ed.). Sociedade de Investigações Florestais.
Xi, W., Peet, R. K., Decoster, J. K., & Urban, D. L. (2008). Tree damage risk factors associated with large, infrequent wind disturbances of Carolina forests. Forestry, 81(3), 317–334. https://doi.org/10.1093/forestry/cpn020
Yan, W.-M., Zhang, L., Leung, F. T. Y., & Yuen, K.-V. (2016). Prediction of the root anchorage of native young plants using Bayesian inference. Urban Forestry & Urban Greening, 19, 237–252. https://doi.org/10.1016/j.ufug.2016.06.027
Ye, S., Rogan, J., Zhu, Z., & Eastman, J. R. (2021). A near-real-time approach for monitoring forest disturbance using Landsat time series: Stochastic continuous change detection. Remote Sensing of Environment, 252, 112167. https://doi.org/10.1016/j.rse.2020.112167
Yizhao, C., Jianyang, X., Zhengguo, S., Jianlong, L., Yiqi, L., Chengcheng, G., & Zhaoqi, W. (2015). The role of residence time in diagnostic models of global carbon storage capacity: Model decomposition based on a traceable scheme. Scientific Reports, 5(1), 16155. https://doi.org/10.1038/srep16155
Young, T. P., & Perkocha, V. (1994). Treefalls, crown asymmetry, and buttresses. The Journal of Ecology, 82(2), 319. https://doi.org/10.2307/2261299
Funding
This study received financial support from Minas Gerais Research Foundation (FAPEMIG: grant no. APQ-03088-18); Fundação Arthur Bernardes (FUNARBE: grant no. Funarpeq-4292); Coordination for the Improvement of Higher Education Personnel of Brazil (CAPES: grant no. 88887.319055/2019-00); and the National Council for Scientific and Technological Development (CNPq: grant no. 309128/2020-0 and grant no. 140467/2017-3).
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Paulo Henrique Villanova: investigation; writing—original draft; formal analysis. Carlos Moreira Miquelino Eleto Torres: supervision; project administration; funding acquisition; writing—review and editing. Laércio Antônio Gonçalves Jacovine: writing—review and editing; validation. Bruno Leão Said Schettini: writing—review and editing; formal analysis. Sabina Cerruto Ribeiro: writing—review and editing; validation. Samuel José Silva Soares da Rocha: writing—review and editing; formal analysis. Maria Paula Miranda Xavier Rufino: writing—review and editing; formal analysis. Mariany Filipini de Freitas: writing—review and editing. Lucas Abreu Kerkoff: writing—review and editing.
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Villanova, P.H., Torres, C.M.M.E., Jacovine, L.A.G. et al. Impacts of a severe storm on carbon accumulation in coarse woody debris within a secondary Atlantic Forest fragment in Brazil. Environ Monit Assess 196, 203 (2024). https://doi.org/10.1007/s10661-024-12316-8
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DOI: https://doi.org/10.1007/s10661-024-12316-8