Abstract
Context
Tropical forests in mainland Southeast (MSEA) have important conservation values and provide critical ecosystem functioning and services. With climate change and increasing anthropogenic activities, these forests can be lost to other land use types or degraded.
Objectives
We aim to understand how these forests have changed under the context of MSEA’s rapidly changing physical and socioeconomic environments in recent decades.
Methods
We employed satellite-derived tree cover products, primarily the MODIS-based Vegetation continuous field (VCF) data, to investigate changes in forest cover with a focus on potential forest degradation to savannah since 2000 for the four MSEA countries, i.e., Thailand, Laos, Cambodia, and Vietnam.
Results
We found an overall increasing trend of savannah (defined as places with tree cover between 10 and 55%) during the period 2000–2020. However, the sources of the increased savannah area differed significantly between 2000–2009 and 2009–2020: In the earlier decade, the positive trend of the savannah area was primarily attributed to tree regeneration from grasslands; while during the more recent decade, the degradation (savannization) of forests was the major cause. Fire disturbance primarily controlled interannual variation in tree cover for the savannah gain during the period of 2000–2009, while high atmospheric water demand drove the degradation of forests during the period of 2010–2020.
Conclusions
Our analysis sheds light on the understanding of changing forest landscapes in a globally important region of tropical forests, which is critical for informing land management and tropical forest protection.
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References
Abatzoglou JT, Dobrowski SZ, Parks SA, Hegewisch KC (2018) TerraClimate, a high-resolution global dataset of monthly climate and climatic water balance from 1958–2015. Sci Data 5(1):170191.
Bauman D, Fortunel C, Delhaye G, Malhi Y, Cernusak LA, Bentley LP et al (2022) Tropical tree mortality has increased with rising atmospheric water stress. Nature 608(7923):528–533.
Beckett H, Staver AC, Charles-Dominique T, Bond WJ (2022) Pathways of savannization in a mesic african savanna–forest mosaic following an extreme fire. J Ecol 110(4):902–915.
Boschetti L, Roy DP, Giglio L, Huang H, Zubkova M, Humber ML (2019) Global validation of the collection 6 MODIS burned area product. Remote Sens Environ 235:111490.
Brando PM, Goetz SJ, Baccini A, Nepstad DC, Beck PSA, Christman MC (2010) Seasonal and interannual variability of climate and vegetation indices across the Amazon. Proc Natl Acad Sci 107(33):14685–14690.
Chen A, Chen A, Varis O, Chen D (2022) Large net forest loss in Cambodia’s Tonle Sap Lake protected areas during 1992–2019. Ambio 51(8):1889–1903.
DiMiceli C, Carroll M, Sohlberg R, Kim D, Kelly M, Townshend J (2015) MOD44B MODIS/Terra Vegetation Continuous Fields Yearly L3 Global 250m SIN Grid V006, https://lpdaac.usgs.gov/products/mod44bv006/, V006, https://doi.org/10.5067/MODIS/MOD44B.006
Feng Y, Ziegler AD, Elsen PR, Liu Y, He X, Spracklen DV et al (2021) Upward expansion and acceleration of forest clearance in the mountains of Southeast Asia. Nat Sustain 4(10):892–899.
Feng Y, Zeng Z, Searchinger TD, Ziegler AD, Wu J, Wang D et al (2022) Doubling of annual forest carbon loss over the tropics during the early twenty-first century. Nat Sustain 5(5):444–451.
Giglio L, Justice C, Boschetti L, Roy D (2015) MCD64A1 MODIS/Terra+Aqua Burned Area Monthly L3 Global 500m SIN Grid V006, https://lpdaac.usgs.gov/products/mcd64a1v006/, V006. https://doi.org/10.5067/MODIS/MCD64A1.006
Green JK, Berry J, Ciais P, Zhang Y, Gentine P (2020) Amazon rainforest photosynthesis increases in response to atmospheric dryness. Sci Adv 6(47):eabb7232.
Guan K, Pan M, Li H, Wolf A, Wu J, Medvigy D et al (2015) Photosynthetic seasonality of global tropical forests constrained by hydroclimate. Nat Geosci 8(4):284–289.
Harris NL, Gibbs DA, Baccini A, Birdsey RA, de Bruin S, Farina M et al (2021) Global maps of twenty-first century forest carbon fluxes. Nat Clim Change 11(3):234–240.
Hirota M, Holmgren M, Van Nes EH, Scheffer M (2011) Global resilience of tropical forest and Savanna to critical transitions. Science 334(6053):232–235.
Hoffmann WA, Geiger EL, Gotsch SG, Rossatto DR, Silva LCR, Lau OL et al (2012) Ecological thresholds at the savanna-forest boundary: how plant traits, resources and fire govern the distribution of tropical biomes. Ecol Lett 15(7):759–768.
Huang M, Wang X, Keenan TF, Piao S (2018) Drought timing influences the legacy of tree growth recovery. Glob Change Biol 24(8):3546–3559.
Kim S (2015) ppcor: an R package for a fast calculation to semi-partial correlation coefficients. Commun Stat Appl Methods 22(6):665–674
Lehmann CER, Archibald SA, Hoffmann WA, Bond WJ (2011) Deciphering the distribution of the savanna biome. New Phytol 191(1):197–209.
Lehmann CER, Anderson TM, Sankaran M, Higgins SI, Archibald S, Hoffmann WA et al (2014) Savanna vegetation-fire-climate relationships differ among continents. Science 343(6170):548–552.
Liu Z, Wang R, Yao Z (2018) Climate change and its impact on water availability of large international rivers over the mainland Southeast Asia. Hydrol Process 32(26):3966–3977.
Lohani S, Dilts TE, Weisberg PJ, Null SE, Hogan ZS (2020) Rapidly accelerating deforestation in Cambodia’s Mekong river Basin: a comparative analysis of spatial patterns and drivers. Water. https://doi.org/10.3390/w12082191
Mitchard ETA (2018) The tropical forest carbon cycle and climate change. Nature 559(7715):527–534.
Novick KA, Ficklin DL, Stoy PC, Williams CA, Bohrer G, Oishi AC et al (2016) The increasing importance of atmospheric demand for ecosystem water and carbon fluxes. Nat Clim Change 6(11):1023–1027.
Pletcher E, Staver C, Schwartz NB (2022) The environmental drivers of tree cover and forest–savanna mosaics in Southeast Asia. Ecography 2022(8):e06280.
Pohlert T (2020) Trend: Non-parametric trend tests and change-point detection. R package version 1.1.4. https://CRAN.R-project.org/package=trend
Scheiter S, Kumar D, Corlett RT, Gaillard C, Langan L, Lapuz RS et al (2020) Climate change promotes transitions to tall evergreen vegetation in tropical Asia. Glob Change Biol 26(9):5106–5124.
Sen PK (1968) Estimates of the regression coefficient based on Kendall’s tau. J Am Stat Assoc 63(324):1379–1389.
Staver AC, Hansen MC (2015) Analysis of stable states in global savannas: is the CART pulling the horse? – a comment. Glob Ecol Biogeogr 24(8):985–987.
Staver AC, Archibald S, Levin S (2011) Tree cover in sub-Saharan Africa: rainfall and fire constrain forest and Savanna as alternative stable states. Ecology 92(5):1063–1072.
Staver AC, Archibald S, Levin SA (2011) The global extent and determinants of Savanna and forest as alternative biome states. Science 334(6053):230–232.
Thirumalai K, DiNezio PN, Okumura Y, Deser C (2017) Extreme temperatures in Southeast Asia caused by El Niño and worsened by global warming. Nat Commun 8(1):15531.
Wang L, Huang G, Chen W, Wang T, Chotamonsak C, Limsakul A (2022) Decadal background for active extreme drought episodes in the decade of 2010–19 over Southeastern Mainland Asia. J Clim 35(9):2785–2803
Xu X, Medvigy D, Rodriguez-Iturbe I (2015) Relation between rainfall intensity and savanna tree abundance explained by water use strategies. Proc Natl Acad Sci 112(42):12992–12996.
Yuan W, Zheng Y, Piao S, Ciais P, Lombardozzi D, Wang Y et al (2019) Increased atmospheric vapor pressure deficit reduces global vegetation growth. Sci Adv 5(8):eaax1396.
Zeileis A, Leisch F, Hornik K, Kleiber C (2002) strucchange: an R package for testing for structural change in linear regression models. J Stat Softw 7(2):1–38
Zeileis A, Kleiber C, Krämer W, Hornik K (2003) Testing and dating of structural changes in practice. Comput Stat Data Anal 44(1):109–123.
Zeng Z, Chen A, Piao S, Rabin S, Shen Z (2014) Environmental determinants of tropical forest and savanna distribution: a quantitative model evaluation and its implication. J Geophys Res: Biogeosci 119(7):1432–1445
Zeng Z, Estes L, Ziegler AD, Chen A, Searchinger T, Hua F et al (2018a) Highland cropland expansion and forest loss in Southeast Asia in the twenty-first century. Nat Geosci 11(8):556–562.
Zeng Z, Gower DB, Wood EF (2018b) Accelerating forest loss in southeast asian Massif in the 21st century: a case study in Nan Province, Thailand. Glob Change Biol 24(10):4682–4695.
Zhang Y, Zhu Z, Liu Z, Zeng Z, Ciais P, Huang M et al (2016) Seasonal and interannual changes in vegetation activity of tropical forests in Southeast Asia. Agric For Meteorol 224:1–10
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The study was supported by a US Department of Energy grant (DE-SC0022074).
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AC designed the study. MW did the analysis, wrote the draft, and prepared the figures. All authors reviewed and edited the manuscript.
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Wang, M., Guo, Q. & Chen, A. The savannization of tropical forests in mainland Southeast Asia since 2000. Landsc Ecol 38, 3961–3971 (2023). https://doi.org/10.1007/s10980-023-01691-1
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DOI: https://doi.org/10.1007/s10980-023-01691-1