Demographic and net primary productivity dynamics of primary and secondary tropical forests in Southwest China under a changing climate

Sai Tun Tun Oo , Shankar Panthi , Ze-Xin Fan , Xiao-Yang Song , Huanyuan Zhang-Zheng , Zaw Zaw , Hua-Zheng Lu , Hui Chen , Yun Deng , Rong Zhao , Hua Lin , Pei-Li Fu

Integrative Conservation ›› 2024, Vol. 3 ›› Issue (3) : 230 -243.

PDF
Integrative Conservation ›› 2024, Vol. 3 ›› Issue (3) : 230 -243. DOI: 10.1002/inc3.58
RESEARCH ARTICLE

Demographic and net primary productivity dynamics of primary and secondary tropical forests in Southwest China under a changing climate

Author information +
History +
PDF

Abstract

Tropical forests are major carbon sinks on the Earth’s land surface. However, our understanding of how the demographic rate and carbon sink capacities of tropical forests respond to climate change remains limited. In this study, we investigated the impacts of environmental drivers on forest growth, mortality, recruitment, and stem net primary productivity (NPPstem) over 16 years at five tropical forest plots in Xishuangbanna, Southwest China. These plots are along a successional gradient spanning three tropical secondary forests (tropical secondary forest-1 [TSF-1], tropical secondary forest-2 [TSF-2], and tropical secondary forest-3 [TSF-3]) and two primary forests (tropical rainforest [TRF] and tropical karst forest [TKF]). Our results showed that early successional secondary forests (TSF-2 and TSF-3) had higher diameter growth rates and relative mortality rates. An extreme drought event during 2009–2010 reduced the growth rate, relative recruitment rate, and NPPstem for most plots while increasing mortality in early successional forest plots. We observed significant negative effects of maximum temperature (Tmax) on NPPstem and diameter growth rate across all plots. Additionally, we found that precipitation had significant positive effects on diameter growth rate across all plots. Furthermore, tree mortality increased with rising Tmax, whereas precipitation significantly enhanced tree recruitment. Our findings highlight the vulnerability of tree growth, mortality, recruitment, and productivity in tropical forests to extreme drought events in Southwest China. Continued climate warming and more frequent droughts will induce higher mortality rates and impede growth, thus reducing the carbon sink capacity of tropical forests, especially in early successional stage tropical secondary forests.

Keywords

climate change / growth rate / mortality and recruitment / stem net primary productivity (NPP stem) / successional stages / tropical forests

Cite this article

Download citation ▾
Sai Tun Tun Oo, Shankar Panthi, Ze-Xin Fan, Xiao-Yang Song, Huanyuan Zhang-Zheng, Zaw Zaw, Hua-Zheng Lu, Hui Chen, Yun Deng, Rong Zhao, Hua Lin, Pei-Li Fu. Demographic and net primary productivity dynamics of primary and secondary tropical forests in Southwest China under a changing climate. Integrative Conservation, 2024, 3(3): 230-243 DOI:10.1002/inc3.58

登录浏览全文

4963

注册一个新账户 忘记密码

References

[1]

Adams, H.D., Guardiola-Claramonte, M., Barron-Gafford, G.A., Villegas, J.C., Breshears, D.D., Zou, C.B. et al. (2009) Temperature sensitivity of drought-induced tree mortality portends increased regional die-off under global-change-type drought. Proceedings of the National Academy of Sciences of the United States of America, 106(17), 7063–7066.

[2]

Altman, J., Fibich, P., Santruckova, H., Dolezal, J., Stepanek, P., Kopacek, J. et al. (2017) Environmental factors exert strong control over the climate-growth relationships of Picea abies in Central Europe. Science of the Total Environment, 609, 506–516.

[3]

Baishya, R., & Barik, S.K. (2011) Estimation of tree biomass, carbon pool and net primary production of an old-growth Pinus kesiya Royle ex. Gordon Forest in north-eastern India. Annals of Forest Science, 68, 727–736.

[4]

Bastin, J.F., Finegold, Y., Garcia, C., Mollicone, D., Rezende, M., Routh, D. et al. (2019) The global tree restoration potential. Science, 365(6448), 76–79.

[5]

Bita, C.E. & Gerats, T., (2013) Plant tolerance to high temperature in a changing environment: scientific fundamentals and production of heat stress-tolerant crops. Frontiers in Plant Science, 4, 48753.

[6]

Bonan, G.B. (2008) Forests and climate change: forcings, feedbacks, and the climate benefits of forests. Science, 320(5882), 1444–1449.

[7]

Bongers, F., Chazdon, R., Poorter, L., & Peña-Claros, M., (2015) The potential of secondary forests. Science, 348(6235), 642–643.

[8]

Van Breugel, M., Bongers, F., & Martínez-Ramos, M., (2007) Species dynamics during early secondary forest succession: recruitment, mortality and species turnover. Biotropica, 39(5), 610–619.

[9]

Brienen, R.J.W. & Zuidema, P.A. (2005) Relating tree growth to rainfall in Bolivian rain forests: a test for six species using tree ring analysis. Oecologia, 146, 1–12.

[10]

Brown, S., & Lugo, A.E. (1990) Tropical secondary forests. Journal of Tropical Ecology, 6(1), 1–32.

[11]

von Buttlar, J., Zscheischler, J., Rammig, A., Sippel, S., Reichstein, M., Knohl, A. et al. (2018) Impacts of droughts and extreme-temperature events on gross primary production and ecosystem respiration: a systematic assessment across ecosystems and climate zones. Biogeosciences, 15(5), 1293–1318.

[12]

Calvo-Rodriguez, S., Sánchez-Azofeifa, G., Durán, S., Do espírito-Santo, M., & Ferreira Nunes, Y., (2021) Dynamics of carbon accumulation in tropical dry forests under climate change extremes. Forests, 12(1), 106.

[13]

Cao, M., Zou, X., Warren, M., & Zhu, H., (2006) Tropical forests of Xishuangbanna, China 1. Biotropica, 38(3), 306–309.

[14]

Carvalhais, N., Forkel, M., Khomik, M., Bellarby, J., Jung, M., Migliavacca, M. et al. (2014) Global covariation of carbon turnover times with climate in terrestrial ecosystems. Nature, 514(7521), 213–217.

[15]

Caspersen, J.P. & Kobe, R.K. (2001) Interspecific variation in sapling mortality in relation to growth and soil moisture. Oikos, 92(1), 160–168.

[16]

Chave, J., Andalo, C., Brown, S., Cairns, M.A., Chambers, J.Q., Eamus, D. et al. (2005) Tree allometry and improved estimation of carbon stocks and balance in tropical forests. Oecologia, 145, 87–99.

[17]

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(4), 351–366.

[18]

Chazdon, R.L., Broadbent, E.N., Rozendaal, D.M.A., Bongers, F., Zambrano, A.M.A., Aide, T.M. et al. (2016) Carbon sequestration potential of second-growth forest regeneration in the Latin American tropics. Science Advances, 2(5), e1501639.

[19]

Chen, Y.J., Choat, B., Sterck, F., Maenpuen, P., Katabuchi, M., Zhang, S.B. et al. (2021) Hydraulic prediction of drought-induced plant dieback and top-kill depends on leaf habit and growth form. Ecology Letters, 24(11), 2350–2363.

[20]

Churkina, G., Running, S.W., Schloss, A.L. & Intercomparison, T.P.O.T.P.N.M. (1999) Comparing global models of terrestrial net primary productivity (NPP): the importance of water availability. Global Change Biology, 5(S1), 46–55.

[21]

Corlett, R.T. (2016) The impacts of droughts in tropical forests. Trends in Plant Science, 21(7), 584–593.

[22]

Cramer, W., Bondeau, A., Schaphoff, S., Lucht, W., Smith, B., & Sitch, S., (2004) Tropical forests and the global carbon cycle: impacts of atmospheric carbon dioxide, climate change and rate of deforestation. Philosophical Transactions of the Royal Society of London. Series B: Biological Sciences, 359(1443), 331–343.

[23]

Davis, M.A., Wrage, K.J., Reich, P.B., Tjoelker, M.G., Schaeffer, T., & Muermann, C., (1999) Survival, growth, and photosynthesis of tree seedlings competing with herbaceous vegetation along a water-light-nitrogen gradient. Plant Ecology, 145, 341–350.

[24]

Douglas, M. B., Mächler, M., Bolker, B. M. & Walker, S. C. (2015) Fitting linear Mixed-effects models using lme4. Journal of Statistical Software, 67(1), 1–48.

[25]

Fox, J., Friendly, G.G., Graves, S., Heiberger, R., Monette, G., Nilsson, H. et al. (2007) The car package. R Foundation for Statistical Computing, 1109, 1431.

[26]

Frank, D., Reichstein, M., Bahn, M., Thonicke, K., Frank, D., Mahecha, M.D. et al. (2015) Effects of climate extremes on the terrestrial carbon cycle: concepts, processes and potential future impacts. Global Change Biology, 21(8), 2861–2880.

[27]

Gao, Z., Liu, J., Cao, M., Wang, Q., Gao, W., & Slusser, J. et al. (2004) Analysis on impact of climate changes over the past twenty years on NPP in China, Remote Sensing and Modeling of Ecosystems for Sustainability, 5544. SPIE, pp. 553–560.

[28]

Gessler, A., Schaub, M., & McDowell, N.G. (2017) The role of nutrients in drought-induced tree mortality and recovery. New Phytologist, 214(2), 513–520.

[29]

Gibson, L., Lee, T.M., Koh, L.P., Brook, B.W., Gardner, T.A., Barlow, J. et al. (2011) Primary forests are irreplaceable for sustaining tropical biodiversity. Nature, 478(7369), 378–381.

[30]

Guariguata, M.R. & Ostertag, R., (2001) Neotropical secondary forest succession: changes in structural and functional characteristics. Forest Ecology and Management, 148(1–3), 185–206.

[31]

Hájek, V., Vacek, S., Vacek, Z., Cukor, J., Šimůnek, V., Šimková M. et al. (2021) Effect of climate change on the growth of endangered scree forests in Krkonoše National Park (Czech Republic). Forests, 12(8), 1127.

[32]

Harris, J.A., Hobbs, R.J., Higgs, E., & Aronson, J., (2006) Ecological restoration and global climate change. Restoration Ecology, 14(2), 170–176.

[33]

Heinrich, V.H.A., Dalagnol, R., Cassol, H.L.G., Rosan, T.M., de Almeida, C.T., Silva Junior, C.H.L. et al. (2021) Large carbon sink potential of secondary forests in the Brazilian Amazon to mitigate climate change. Nature Communications, 12(1), 1785.

[34]

Heinrich, V.H.A., Vancutsem, C., Dalagnol, R., Rosan, T.M., Fawcett, D., Silva-Junior, C.H.L. et al. (2023) The carbon sink of secondary and degraded humid tropical forests. Nature, 615(7952), 436–442.

[35]

Holste, E.K. & Kobe, R.K. (2017) Tree species and soil nutrients drive tropical reforestation more than associations with mycorrhizal fungi. Plant and Soil, 410, 283–297.

[36]

Ibáñez, I., & McCarthy-Neumann, S., (2014) Integrated assessment of the direct and indirect effects of resource gradients on tree species recruitment. Ecology, 95(2), 364–375.

[37]

Deb, J.C., Phinn, S., Butt, N., & McAlpine, C.A. (2018) Climate change impacts on tropical forests: identifying risks for tropical Asia. Journal of Tropical Forest Science, 30(2), 182–194.

[38]

Kambach, S., Condit, R., Aguilar, S., Bruelheide, H., Bunyavejchewin, S., Chang-Yang, C.H. et al. (2022) Consistency of demographic trade-offs across 13 (sub) tropical forests. Journal of Ecology, 110(7), 1485–1496.

[39]

Keenan, R.J., Reams, G.A., Achard, F., de Freitas, J.V., Grainger, A., & Lindquist, E., (2015) Dynamics of global forest area: results from the FAO global forest resources assessment 2015. Forest Ecology and Management, 352, 9–20.

[40]

Kenzo, T., Ichie, T., Hattori, D., Kendawang, J.J., Sakurai, K., & Ninomiya, I., (2010) Changes in above-and belowground biomass in early successional tropical secondary forests after shifting cultivation in Sarawak, Malaysia. Forest Ecology and Management, 260(5), 875–882.

[41]

Köhl, M., Lasco, R., Cifuentes, M., Jonsson, Ö., Korhonen, K.T., Mundhenk, P. et al. (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.

[42]

Kovács, F., & Gulácsi, A., (2019) Spectral index-based monitoring (2000–2017) in lowland forests to evaluate the effects of climate change. Geosciences, 9(10), 411.

[43]

Kraaij, T., & Ward, D., (2006) Effects of rain, nitrogen, fire and grazing on tree recruitment and early survival in bush-encroached savanna, South Africa. Plant Ecology, 186, 235–246.

[44]

Krasensky, J., & Jonak, C., (2012) Drought, salt, and temperature stress-induced metabolic rearrangements and regulatory networks. Journal of Experimental Botany, 63(4), 1593–1608.

[45]

Küppers, M., (1992) Changes in resource-use efficiency in different woody growth forms during secondary forest succession in Central Europe responses of forest ecosystems to environmental changes. Dordrecht: Springer Netherlands, pp. 628–630.

[46]

Lenth, R., (2023) Emmeans: Estimated Marginal Means, aka Least-Squares Means. R package version 1.8.8. https://CRAN.R-project.org/package=emmeans

[47]

Lewis, S.L. (2006) Tropical forests and the changing earth system. Philosophical Transactions of the Royal Society, B: Biological Sciences, 361(1465), 195–210.

[48]

Lewis, S.L., Lloyd, J., Sitch, S., Mitchard, E.T.A. & Laurance, W.F. (2009) Changing ecology of tropical forests: evidence and drivers. Annual Review of Ecology, Evolution, and Systematics, 40, 529–549.

[49]

Lewis, S.L., Malhi, Y., & Phillips, O.L. (2004) Fingerprinting the impacts of global change on tropical forests. Philosophical Transactions of the Royal Society of London. Series B: Biological Sciences, 359(1443), 437–462.

[50]

Li, X., Li, Y., Chen, A., Gao, M., Slette, I.J. & Piao, S., (2019) The impact of the 2009/2010 drought on vegetation growth and terrestrial carbon balance in Southwest China. Agricultural and Forest Meteorology, 269–270, 239–248.

[51]

Liang, R., Sun, Y., Qiu, S., Wang, B., & Xie, Y., (2023) Relative effects of climate, stand environment and tree characteristics on annual tree growth in subtropical Cunninghamia lanceolata forests. Agricultural and Forest Meteorology, 342, 109711.

[52]

Linger, E., Hogan, J.A., Cao, M., Zhang, W.F., Yang, X.F. & Hu, Y.H. (2020) Precipitation influences on the net primary productivity of a tropical seasonal rainforest in Southwest China: A 9-year case study. Forest Ecology and Management, 467, 118153.

[53]

Ludovici, K.H. & Kress, L.W. (2006) Decomposition and nutrient release from fresh and dried pine roots under two fertilizer regimes. Canadian Journal of Forest Research, 36(1), 105–111.

[54]

Lutz, J.A., Larson, A.J., Furniss, T.J., Donato, D.C., Freund, J.A., Swanson, M.E. et al. (2014) Spatially nonrandom tree mortality and ingrowth maintain equilibrium pattern in an old-growth Pseudotsuga–Tsuga forest. Ecology, 95(8), 2047–2054.

[55]

Malhi, Y., Aragao, L.E.O., Metcalfe, D.B., Paiva, R., Quesada, C.A. & Almeida, S. et al. (2009a) Comprehensive assessment of carbon productivity, allocation and storage in three Amazonian forests. Global Change Biology, 15(5), 1255–1274.

[56]

Malhi, Y., & Phillips, O.L. (2004) Tropical forests and global atmospheric change: a synthesis. Philosophical Transactions of the Royal Society of London. Series B: Biological Sciences, 359(1443), 549–555.

[57]

Malhi, Y., Saatchi, S., Girardin, C., & Aragão, L.E. (2009) The production, storage, and flow of carbon in Amazonian forests. Amazonia and Global Change, 186, 355–372.

[58]

Matsuo, T., Bongers, F., Martínez-Ramos, M., van der Sande, M.T. & Poorter, L., (2024) Height growth and biomass partitioning during secondary succession differ among forest light strata and successional guilds in a tropical rainforest. Oikos, 2024, e10486.

[59]

McDowell, N., Allen, C.D., Anderson-Teixeira, K., Brando, P., Brienen, R., Chambers, J. et al. (2018) Drivers and mechanisms of tree mortality in moist tropical forests. New Phytologist, 219(3), 851–869.

[60]

Medlyn, B.E., McMurtrie, R.E., Dewar, R.C. & Jeffreys, M.P. (2000) Soil processes dominate the long-term response of forest net primary productivity to increased temperature and atmospheric CO2 concentration. Canadian Journal of Forest Research, 30(6), 873–888.

[61]

Mina, U., Singh, D., & Kumar, P., (2018) Climate change impacts on plants population and community ecological attributes, mitigation strategies and policy Interventions-a review. Applied Ecology and Environmental Sciences, 6(3), 84–92.

[62]

Mitchard, E.T.A. (2018) The tropical forest carbon cycle and climate change. Nature, 559(7715), 527–534.

[63]

Ohtsuka, T., Akiyama, T., Hashimoto, Y., Inatomi, M., Sakai, T., Jia, S. et al. (2005) Biometric based estimates of net primary production (NPP) in a cool-temperate deciduous forest stand beneath a flux tower. Agricultural and Forest Meteorology, 134(1–4), 27–38.

[64]

Oktavia, D., & Jin, G., (2019) Species-habitat association affects demographic variation across different life stages in an old-growth temperate forest. Perspectives in Plant Ecology, Evolution and Systematics, 40, 125482.

[65]

Ouyang, S., Wang, X., Wu, Y., & Jianxin Sun, O., (2014) Contrasting responses of net primary productivity to inter-annual variability and changes of climate among three forest types in Northern China. Journal of Plant Ecology, 7(3), 309–320.

[66]

Pan, Y., Birdsey, R.A., Fang, J., Houghton, R., Kauppi, P.E., Kurz, W.A. et al. (2011) A large and persistent carbon sink in the world’s forests. Science, 333(6045), 988–993.

[67]

Park Williams, A., Allen, C.D., Macalady, A.K., Griffin, D., Woodhouse, C.A., Meko, D.M. et al. (2013) Temperature as a potent driver of regional forest drought stress and tree mortality. Nature Climate Change, 3(3), 292–297.

[68]

Pau, S., Detto, M., Kim, Y., & Still, C.J. (2018) Tropical forest temperature thresholds for gross primary productivity. Ecosphere, 9(7), e02311.

[69]

Pedersen, B.S. & Howard, J.L. (2004) The influence of canopy gaps on overstory tree and forest growth rates in a mature mixed-age, mixed-species forest. Forest Ecology and Management, 196(2–3), 351–366.

[70]

Peng, S.L., Hou, Y.P. & Chen, B.M. (2010) Establishment of Markov successional model and its application for forest restoration reference in Southern China. Ecological Modelling, 221(9), 1317–1324.

[71]

Phillips, O.L., Aragão, L.E.O.C., Lewis, S.L., Fisher, J.B., Lloyd, J., López-González, G. et al. (2009) Drought sensitivity of the Amazon rainforest. Science, 323(5919), 1344–1347.

[72]

Phillips, O.L., Van Der Heijden, G., Lewis, S.L., López-González, G., Aragão, L.E.O.C., Lloyd, J. et al. (2010) Drought–mortality relationships for tropical forests. New Phytologist, 187(3), 631–646.

[73]

Poorter, L., Bongers, F., Aide, T.M., Almeyda Zambrano, A.M., Balvanera, P., Becknell, J.M. et al. (2016) Biomass resilience of neotropical secondary forests. Nature, 530(7589), 211–214.

[74]

Poorter, L., Craven, D., Jakovac, C.C., Van Der Sande, M.T., Amissah, L., Bongers, F. et al. (2021) Multidimensional tropical forest recovery. Science, 374(6573), 1370–1376.

[75]

Pugh, T.A.M., Lindeskog, M., Smith, B., Poulter, B., Arneth, A., Haverd, V. et al. (2019) Role of forest regrowth in global carbon sink dynamics. Proceedings of the National Academy of Sciences of the United States of America, 116(10), 4382–4387.

[76]

R Core Team (2022) R: A language and environment for statistical computing. Vienna, Austria: R Foundation for Statistical Computing.

[77]

Rehm, E.M. & Feeley, K.J. (2015) Freezing temperatures as a limit to forest recruitment above tropical Andean treelines. Ecology, 96(7), 1856–1865.

[78]

Reich, P.B., Luo, Y., Bradford, J.B., Poorter, H., Perry, C.H. & Oleksyn, J., (2014) Temperature drives global patterns in forest biomass distribution in leaves, stems, and roots. Proceedings of the National Academy of Sciences of the United States of America, 111(38), 13721–13726.

[79]

Réjou-Méchain, M., Tanguy, A., Piponiot, C., Chave, J., & Hérault, B., (2017) biomass: an r package for estimating above-ground biomass and its uncertainty in tropical forests. Methods in Ecology and Evolution, 8(9), 1163–1167.

[80]

Rito, K.F., Arroyo-Rodríguez, V., Queiroz, R.T., Leal, I.R. & Tabarelli, M., (2017) Precipitation mediates the effect of human disturbance on the Brazilian Caatinga vegetation. Journal of Ecology, 105(3), 828–838.

[81]

Searle, E.B., Chen, H.Y.H. & Paquette, A., (2022) Higher tree diversity is linked to higher tree mortality. Proceedings of the National Academy of Sciences of the United States of America, 119(19), e2013171119.

[82]

Sheldon, K.S. (2019) Climate change in the tropics: ecological and evolutionary responses at low latitudes. Annual Review of Ecology, Evolution, and Systematics, 50, 303–333.

[83]

Taylor, A.R., Seedre, M., Brassard, B.W. & Chen, H.Y.H. (2014) Decline in net ecosystem productivity following canopy transition to late-succession forests. Ecosystems, 17, 778–791.

[84]

Vieira, D.L.M. & Scariot, A., (2006) Principles of natural regeneration of tropical dry forests for restoration. Restoration Ecology, 14(1), 11–20.

[85]

Vilanova, E., Ramírez-Angulo, H., Torres-Lezama, A., Aymard, G., Gámez, L., Durán, C. et al. (2018) Environmental drivers of forest structure and stem turnover across Venezuelan tropical forests. PLoS One, 13(6), e0198489.

[86]

Vlam, M., Baker, P.J., Bunyavejchewin, S., & Zuidema, P.A. (2014) Temperature and rainfall strongly drive temporal growth variation in Asian tropical forest trees. Oecologia, 174, 1449–1461.

[87]

Wagner, F., Rossi, V., Aubry-Kientz, M., Bonal, D., Dalitz, H., Gliniars, R. et al. (2014) Pan-tropical analysis of climate effects on seasonal tree growth. PLoS One, 9(3), e92337.

[88]

Wahid, A., Gelani, S., Ashraf, M., & Foolad, M., (2007) Heat tolerance in plants: an overview. Environmental and Experimental Botany, 61(3), 199–223.

[89]

Walker, X., & Johnstone, J.F. (2014) Widespread negative correlations between black spruce growth and temperature across topographic moisture gradients in the boreal forest. Environmental Research Letters, 9(6), 064016.

[90]

Wright, S.J. (2005) Tropical forests in a changing environment. Trends in Ecology & Evolution, 20(10), 553–560.

[91]

Zanne, A.E. (2009) Global wood density database. Dryad.

[92]

Zhao, K., Suarez, J.C., Garcia, M., Hu, T., Wang, C., & Londo, A., (2018) Utility of multitemporal lidar for forest and carbon monitoring: tree growth, biomass dynamics, and carbon flux. Remote Sensing of Environment, 204, 883–897.

[93]

Zhou, G., Peng, C., Li, Y., Liu, S., Zhang, Q., Tang, X. et al. (2013) A climate change-induced threat to the ecological resilience of a subtropical monsoon evergreen broad-leaved forest in Southern China. Global Change Biology, 19(4), 1197–1210.

[94]

Zuidema, P.A., Babst, F., Groenendijk, P., Trouet, V., Abiyu, A., Acuña-Soto, R. et al. (2022) Tropical tree growth driven by dry-season climate variability. Nature Geoscience, 15(4), 269–276.

[95]

Zuur, A.F., Ieno, E.N. & Elphick, C.S. (2010) A protocol for data exploration to avoid common statistical problems. Methods in ecology and evolution, 1(1), 3–14.

RIGHTS & PERMISSIONS

2024 The Author(s). Integrative Conservation published by John Wiley & Sons Australia, Ltd on behalf of Xishuangbanna Tropical Botanical Garden (XTBG).

AI Summary AI Mindmap
PDF

200

Accesses

0

Citation

Detail

Sections
Recommended

AI思维导图

/