Abstract
Aims
Tropical dry forests (TDFs) present unique conditions for understanding biogeographical patterns, such as in Caatinga, northeast Brazil, which consists of two contrasting edaphic environments: crystalline and sedimentary terrains. We used Caatinga as a case study to test whether edaphic differences led to differences in life zones, vegetation types, β-diversity, and indicator species.
Methods
Compiling 124 floristic surveys (75 in crystalline and 49 in sedimentary terrains) and bioclimatic variables from 1,214 municipalities, we calculated Holdridge life zones, vegetation types, indicator species, and β-diversity based on generalized dissimilarity modeling. Then, we compared these parameters between terrains.
Results
We identified five life zones, 10 transition zones, and five vegetation types. The tropical dry/moist forest transition and the steppe-savanna occurred only in the sedimentary, whereas the herbaceous caatinga occurred only in the crystalline terrains. β-Diversity was more dissimilar between regions (north–south and east–west) than between terrains. β-Diversity was better predicted by July temperature, May and September precipitation, soil pH, and June solar radiation. We identified 27 indicator species in crystalline terrain and 56 in sedimentary terrain.
Conclusions
Contrasting edaphic environments can restrict the distribution of a subset of species from the regional pool (indicator species), which can be used to characterize each terrain. However, as the other parameters were similar between terrains, and soil properties were not as crucial as climatic variables in explaining β-diversity, soil type seems to have a secondary role in species distribution. Our results help to elucidate how habitat differentiation affects phytogeographical patterns in TDFs.
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Data availability
The datasets generated and analyzed during the current study are publicly available in the Mendeley Data repository: https://data.mendeley.com/datasets/rdfwst7xxb.
References
Aiba SI, Kitayama K (1999) Structure, composition and species diversity in an altitude-substrate matrix of rain forest tree communities on Mount Kinabalu, Borneo. Plant Ecol 140(2):139–157. https://doi.org/10.1023/A:1009710618040
Alvares CA, Stape JL, Sentelhas PC, Gonçalves JLM, Sparovek G (2013) Köppen’s climate classification map for Brazil. Meteorol Z 22(6):711–728. https://doi.org/10.1127/0941-2948/2013/0507
Apgaua DMG, Santos RM, Pereira DGS, Menino GCO, Pires GG, Fontes MAL, Tng DYP (2014) Beta-diversity in seasonally dry tropical forests (SDTF) in the Caatinga Biogeographic Domain, Brazil, and its implications for conservation. Biodivers Conserv 23(1):217–232. https://doi.org/10.1007/s10531-013-0599-9
Araújo EL, Castro CC, Albuquerque UP (2007) Dynamics of brazilian caatinga - a review concerning the plants, environment and people. Funct Ecosyst Communities 1(1):15–28
Arruda DM, Schaefer CEGR, Corrêa GR, Rodrigues PMS, Duque-Brasil R, Ferreira-JR WG, Oliveira-Filho AT (2015) Landforms and soil attributes determine the vegetation structure in the brazilian semiarid. Folia Geobot 50(3):175–184. https://doi.org/10.1007/s12224-015-9221-0
Auler AS, Wang X, Edwards RL, Cheng H, Cristalli PS, Smart PL, Richards DA (2004) Quaternary ecological and geomorphic changes associated with rainfall events in presently semi-arid northeastern Brazil. J Quat Sci 19(7):693–701. https://doi.org/10.1002/jqs.876
Barbosa HA, Kumar TVL (2016) Influence of rainfall variability on the vegetation dynamics over northeastern Brazil. J Arid Environ 124:377–387. https://doi.org/10.1016/j.jaridenv.2015.08.015
Bartolome-Esteban H, Schenck NC (1994) Spore germination and hyphal growth of arbuscular mycorrhizal fungi in relation to soil aluminum saturation. Mycologia 86(2):217–226. https://doi.org/10.1080/00275514.1994.12026398
Becknell JM, Kucek K, Powers JS (2012) Aboveground biomass in mature and secondary seasonally dry tropical forests: a literature review and global synthesis. For Ecol Manag 276:88–95. https://doi.org/10.1016/j.foreco.2012.03.033
Cordero I, Jiménez MD, Delgado JA, Balaguer L, Pueyo JJ, Rincón A (2021) Local adaptation optimizes photoprotection strategies in a neotropical legume tree under drought stress. Tree Physiol 41(9):1641–1657. https://doi.org/10.1093/treephys/tpab034
Cunha TJF, Petrere VG, Silva DJ, Mendes AMS, Melo RF, Neto MB, Silva OMSL, Alvarez IA (2012) Principais solos do semiárido tropical brasileiro: Caracterização, potencialidades, limitações, fertilidade e manejo [Main soils from the Brazilian tropical semiarid: Features, potentialities, limitations, fertility, and management]. In Sá IB & Silva PCG (Eds.), Semiárido brasileiro: Pesquisa, desenvolvimento e inovação [Brazilian semiarid: Research, development, and innovation] (pp. 49–88). Embrapa Semiárido. https://www.embrapa.br/busca-de-publicacoes/-/publicacao/861895/semiarido-brasileiro-pesquisa-desenvolvimento-e-inovacao. Accessed 23 Nov 2022
Dalla-Salda G, Martinez-Meier A, Cochard H, Rozenberg P (2011) Genetic variation of xylem hydraulic properties shows that wood density is involved in adaptation to drought in Douglas-fir (Pseudotsuga menziesii (Mirb)). Ann For Sci 68(4):747–757. https://doi.org/10.1007/s13595-011-0091-1
De Cáceres M, Legendre P (2009) Associations between species and groups of sites: indices and statistical inference. Ecology 90(12):3566–3574. https://doi.org/10.1890/08-1823.1
Dufrêne M, Legendre P (1997) Species assemblages and indicator species: The need for a flexible asymmetrical approach. Ecol Monogr 67(3):345–366. https://doi.org/10.1890/0012-9615(1997)067[0345:SAAIST]2.0.CO;2
Fernandes MF, Cardoso D, Pennington RT, Queiroz LP (2022) The origins and historical assembly of the Brazilian Caatinga seasonally dry tropical forests. Front Ecol Evol 10:723286. https://doi.org/10.3389/fevo.2022.723286
Fernandes MF, Cardoso D, Queiroz LP (2020) An updated plant checklist of the Brazilian Caatinga seasonally dry forests and woodlands reveals high species richness and endemism. J Arid Environ 174:104079. https://doi.org/10.1016/j.jaridenv.2019.104079
Ferraz TM, Saraiva RVC, Leonel LV, Reis FF, Figueiredo FAMMA, Reis FDO, Sousa JRP, Muniz FH (2020) Cerrado physiognomies in Chapada das Mesas National Park (Maranhão, Brazil) revealed by patterns of floristic similarity and relationships in a transition zone. An Acad Bras Ciênc 92(2):1–16. https://doi.org/10.1590/0001-3765202020181109
Ferrier S, Manion G, Elith J, Richardson K (2007) Using generalized dissimilarity modelling to analyse and predict patterns of beta diversity in regional biodiversity assessment. Divers Distrib 13(3):252–264. https://doi.org/10.1111/j.1472-4642.2007.00341.x
Filho JCA (2011) Relação solo e paisagem no bioma caatinga [Relationship between the soil and landscape in Caatinga]. Embrapa Solos
Govaerts R, Nic Lughadha E, Black N, Turner R, Paton A (2021) The World checklist of vascular plants, a continuously updated resource for exploring global plant diversity. Sci Data 8(1):215. https://doi.org/10.1038/s41597-021-00997-6
Hasui Y, Carneiro CDR, Almeida FFM, Bartorelli A (2012) Geologia do Brasil [Geology of Brazil]. Beca
Hijmans RJ, Ghosh A, Mandel A (2022) geodata: Download geographic data (0.5-3). Comprehensive R Archive Network (CRAN). https://CRAN.R-project.org/package=geodata. Accessed 5 Dec 2022
Holdridge LR (2000) Ecología basada en zonas de vida [Ecology based on life zones], 3rd edn. Instituto Interamericano de Cooperación para la Agricultura
Holdridge LR (1947) Determination of world plant formations from simple climatic data. Science 105(2727):367–368. https://doi.org/10.1126/science.105.2727.367
Howeth JG, Leibold MA (2010) Species dispersal rates alter diversity and ecosystem stability in pond metacommunities. Ecology 91(9):2727–2741. https://doi.org/10.1890/09-1004.1
Janowski D, Leski T (2022) Factors in the distribution of mycorrhizal and soil fungi. Diversity 14(12):1122. https://doi.org/10.3390/d14121122
Jiang Y, Zang R, Letcher SG, Ding Y, Huang Y, Lu X, Huang J, Liu W, Zhang Z (2016) Associations between plant composition/diversity and the abiotic environment across six vegetation types in a biodiversity hotspot of Hainan Island, China. Plant Soil 403(1–2):21–35. https://doi.org/10.1007/s11104-015-2723-y
Khatun K, Imbach P, Zamora J (2013) An assessment of climate change impacts on the tropical forests of Central America using the Holdridge Life Zone (HLZ) land classification system. IForest - Biogeosci Forestry 6(4):183–189. https://doi.org/10.3832/ifor0743-006
Kim C-K, Weber DJ (1985) Distribution of VA mycorrhiza on halophytes on inland salt playas. Plant Soil 83(2):207–214. https://doi.org/10.1007/BF02184292
Lima RF, Aparecido LEO, Lorençone JA, Lorençone PA, Torsoni GB, da Moraes JR, Meneses KC (2022) Assessing life zone changes under climate change scenarios in Brazil. Theoret Appl Climatol 149(3–4):1687–1703. https://doi.org/10.1007/s00704-022-04133-1
Lima JR, Sampaio EV, Rodal SB, Araújo FS (2009) Flora of seasonal deciduous montane forest of Serra das Almas, Ceará State. Brazil. Acta Bot Brasilica 23(3):756–763. https://doi.org/10.1590/S0102-33062009000300015
Lugo AE, Brown SL, Dodson R, Smith TS, Shugart HH (1999) The Holdridge life zones of the conterminous United States in relation to ecosystem mapping. J Biogeogr 26(5):1025–1038. https://doi.org/10.1046/j.1365-2699.1999.00329.x
Maia VA, Souza CR, Aguiar-Campos N, Fagundes NCA, Santos ABM, Paula GGP, Santos PF, Silva WB, Menino GCO, Santos RM (2020) Interactions between climate and soil shape tree community assembly and above-ground woody biomass of tropical dry forests. For Ecol Manag 474:118348. https://doi.org/10.1016/j.foreco.2020.118348
McGeoch MA, Chown SL (1988) Scaling up the value of bioindicators. Trends Ecol Evol 13(2):46–47
McGeogh MA (1998) The selection, testing and application of terrestrial insects as bioindicators. Biol Rev 73(2):181–201. https://doi.org/10.1111/j.1469-185X.1997.tb00029.x
Melo-de-Pinna GFS, Edson-Chaves B, Menezes-e-Vasconcelos K, Lemos CC, Santos-da-Cruz B, Devecchi MF, Pirani JR (2022) Underground system of geoxylic species of Homalolepis Turcz. (Simaroubaceae, Sapindales) from the Brazilian Cerrado. Brazilian J Bot 45(1):515–525. https://doi.org/10.1007/s40415-021-00761-5
Mendes KR, Silva WB, Pereira JD, Pereira MPS, Souza EV, Serrão JE, Granja JAA, Pereira EC, Gallacher DJ, Mutti PR, Silva DTC, Júnior RSS, Costa GB, Bezerra BG, Silva CMSE, Pompelli MF (2022) Leaf plasticity across wet and dry seasons in Croton blanchetianus (Euphorbiaceae) at a tropical dry forest. Sci Rep 12(1):954. https://doi.org/10.1038/s41598-022-04958-w
Menzie CA, Deardorff T, Booth P, Wickwire T (2012) Refocusing on nature: holistic assessment of ecosystem services. Integr Environ Assess Manag 8(3):401–411. https://doi.org/10.1002/ieam.1279
Miles L, Newton AC, DeFries RS, Ravilious C, May I, Blyth S, Kapos V, Gordon JE (2006) A global overview of the conservation status of tropical dry forests. J Biogeogr 33(3):491–505. https://doi.org/10.1111/j.1365-2699.2005.01424.x
MMA – Ministério do Meio Ambiente do Brasil [Brazil’s Ministry of the Environment] (2022) Caatinga. https://www.gov.br/mma/pt-br/assuntos/ecossistemas-1/biomas/caatinga. Accessed 23 Nov 2022
Mokany K, Ware C, Woolley SNC, Ferrier S, Fitzpatrick MC (2022) A working guide to harnessing generalized dissimilarity modelling for biodiversity analysis and conservation assessment. Glob Ecol Biogeogr 31(4):802–821. https://doi.org/10.1111/geb.13459
Moro MF, Lughadha N, Araújo E, Martins FR (2016) A phytogeographical metaanalysis of the semiarid Caatinga domain in Brazil. Bot Rev 82(2):91–148. https://doi.org/10.1007/s12229-016-9164-z
Moro MF, Nic Lughadha E, Filer DL, Araújo FS, Martins FR (2014) A catalogue of the vascular plants of the Caatinga Phytogeographical Domain: a synthesis of floristic and phytosociological surveys. Phytotaxa 160(1):1. https://doi.org/10.11646/phytotaxa.160.1.1
Moro MF, Silva IA, Araújo FS, Nic Lughadha E, Meagher TR, Martins FR (2015) The role of edaphic environment and climate in structuring phylogenetic pattern in seasonally dry tropical plant communities. PLoS ONE 10(3)
Mouillot D, Culioli J-M, Do Chi T (2002) Indicator species analysis as a test of non-random distribution of species in the context of marine protected areas. Environ Conserv 29(3):385–390. https://doi.org/10.1017/S0376892902000267
Neina D (2019) The role of soil pH in plant nutrition and soil remediation. Appl Environ Soil Sci 2019:1–9. https://doi.org/10.1155/2019/5794869
Nobre P (2012) As origens das águas no Nordeste [The origins of waters in the Brazilian northeast]. In A. N. de Á. Brasil (Ed.), A questão da água no Nordeste [The issue of water in Northeast] (pp. 31–43). Ministério da Ciência e Tecnologia (MCT). http://livroaberto.ibict.br/handle/1/669. Accessed 1 Jan 2023
Peulvast J-P, Bétard F (2021) Morphostratigraphic constraints and low temperature thermochronology: lessons from a review of recent geological and geomorphological studies in northeast Brazil. J S Am Earth Sci 111:103464. https://doi.org/10.1016/j.jsames.2021.103464
Powers JS, Feng X, Sanchez-Azofeifa A, Medvigy D (2018) Focus on tropical dry forest ecosystems and ecosystem services in the face of global change. Environ Res Lett 13(9):090201. https://doi.org/10.1088/1748-9326/aadeec
Queiroz LP, Cardoso D, Fernandes MF, Moro MF (2017) Diversity and evolution of flowering plants of the Caatinga Domain. In: Silva JMC, Leal IR, Tabarelli M (eds) Caatinga: The largest tropical dry forest region in South America. Springer International Publishing, pp 23–63. https://doi.org/10.1007/978-3-319-68339-3_2
Raunkiaer CC (1934) In: Gilbert-Carter H, Fausboll A, Tansley AG (eds) The life forms of plants and statistical plant geography, English edition. Oxford University Press
Rito KF, Arroyo-Rodríguez V, Cavender-Bares J, Santo-Silva EE, Souza G, Leal IR, Tabarelli M (2021) Unraveling the drivers of plant taxonomic and phylogenetic β-diversity in a human-modified tropical dry forest. Biodivers Conserv 30(4):1049–1065. https://doi.org/10.1007/s10531-021-02131-9
Sánchez-Azofeifa GA, Quesada M, Rodríguez JP, Nassar JM, Stoner KE, Castillo A, Garvin T, Zent EL, Calvo-Alvarado JC, Kalacska MER, Fajardo L, Gamon JA, Cuevas-Reyes P (2005) Research priorities for neotropical dry forests. Biotropica 37(4):477–485. https://doi.org/10.1046/j.0950-091x.2001.00153.x-i1
Santos RM, Oliveira-Filho AT, Eisenlohr PV, Queiroz LP, Cardoso DBOS, Rodal MJN (2012) Identity and relationships of the Arboreal Caatinga among other floristic units of seasonally dry tropical forests (SDTFs) of north‐eastern and central Brazil. Ecol Evol 2(2):409–428. https://doi.org/10.1002/ece3.91
Silva JMC, Leal IR, Tabarelli M (2017) Caatinga: The largest tropical dry forest region in South America. Springer International Publishing. https://doi.org/10.1007/978-3-319-68339-3
Silva PCG, Moura MSB, Kiill LHP, Brito LT, Pereira L, Sá LA, Correia IB, Teixiera RC, Cunha AHTJF, Filho CG (2010) Caracterização do semiárido brasileiro: Fatores naturais e humanos [Brazilian semiarid characterization: Natural and anthropic factors]. In Sá IB and Silva PCG (eds.), Semiárido brasileiro: Pesquisa, desenvolvimento e inovação [Brazilian semiarid: Research, development, and innovation] (pp. 17–48). Embrapa Semiárido. https://www.embrapa.br/busca-de-publicacoes/-/publicacao/861895/semiarido-brasileiro-pesquisa-desenvolvimento-e-inovacao. Accessed 23 Nov 2022
Silvestre LC, Mendonça JDL, Xavier SRS, Jardim JG (2019) Richness and similarity of ferns and lycophytes in the Atlantic Forest of Northeastern Brazil. Oecologia Australis 23(03):480–495. https://doi.org/10.4257/oeco.2019.2303.08
Siyum ZG (2020) Tropical dry forest dynamics in the context of climate change: syntheses of drivers, gaps, and management perspectives. Ecol Processes 9(1):25. https://doi.org/10.1186/s13717-020-00229-6
Souza CR, Morel JD, Santos ABM, Silva WB, Maia VA, Coelho PA, Rezende VL, Santos RM (2020) Small-scale edaphic heterogeneity as a floristic–structural complexity driver in seasonally dry tropical forests tree communities. J Forestry Res 31(6):2347–2357. https://doi.org/10.1007/s11676-019-01013-9
Teixeira MG, Venticinque EM, Lion MB, Pinto MP (2021) The brazilian caatinga protected areas: an extremely unbalanced conservation system. Environ Conserv 48(4):287–294. https://doi.org/10.1017/S0376892921000308
Velloso AL, Sampaio EVSB, Pareyn FGC (2022) Ecorregiões propostas para o bioma da Caatinga [Ecoregions proposed for the Caatinga biome]. Associação Plantas do Nordeste/The Nature Conservancy do Brasil. http://www.bibliotecaflorestal.ufv.br/handle/123456789/5391. Accessed 25 Oct 2022
Viani RAG, Rodrigues RR, Dawson TE, Lambers H, Oliveira RS (2014) Soil pH accounts for differences in species distribution and leaf nutrient concentrations of brazilian woodland savannah and seasonally dry forest species. Perspect Plant Ecol Evol Syst 16(2):64–74. https://doi.org/10.1016/j.ppees.2014.02.001
Vieira LCS, Filho VPS, Satyamurty P, Dantas VA, Santos AS, Chagas GFB (2022) Simulation of air temperature and their influence on the potential distribution of Myracrodruon urundeuva, Copernicia prunifera and Cereus jamacaru in the Caatinga. SN Appl Sci 4(1):26. https://doi.org/10.1007/s42452-021-04886-w
Wang J, Chen C, Li J, Feng Y, Lu Q (2019) Different ecological processes determined the alpha and beta components of taxonomic, functional, and phylogenetic diversity for plant communities in dryland regions of Northwest China. PeerJ 6(1):e6220. https://doi.org/10.7717/peerj.6220
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We thank Marcelo Moro for clarifying some questions regarding the Caatinga distribution maps.
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All the authors contributed to the conception and design of the study. Paulo W. P. Gomes prepared the materials and collected data. Vinicius Londe performed the analyses and wrote the first draft of the manuscript. All authors commented on the previous versions of the manuscript. All authors have read and approved the final manuscript.
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Londe, V., Gomes, P.W.P. & Martins, F.R. The role of edaphic differentiation on life zones, vegetation types, β-diversity, and indicator species in tropical dry forests. Plant Soil 493, 573–588 (2023). https://doi.org/10.1007/s11104-023-06249-3
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DOI: https://doi.org/10.1007/s11104-023-06249-3