Abstract
A major climate shift took place about 40 Myr ago—the Middle Eocene Climatic Optimum or MECO—triggered by a significant rise of atmospheric CO2 concentrations. The biotic response to this MECO is well documented in the marine realm, but poorly explored in adjacent landmasses. Here, we quantify the response of the floras from America’s southernmost latitudes based on the analysis of terrestrially derived spores and pollen grains from the mid-late Eocene (~46–34 Myr) of southern Patagonia. Robust nonparametric estimators indicate that floras in southern Patagonia were in average ~40% more diverse during the MECO than pre-MECO and post-MECO intervals. The high atmospheric CO2 and increasing temperatures may have favored the combination of neotropical migrants with Gondwanan species, explaining in part the high diversity that we observed during the MECO. Our reconstructed biota reflects a greenhouse world and offers a climatic and ecological deep time scenario of an ice-free sub-Antarctic realm.
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Introduction
The Earth has undergone a general cooling trend for the past ~50 Myr, culminating in a continental-scale glaciation of Antarctica at the Eocene–Oligocene boundary. The Middle Eocene Climatic Optimum (or MECO) occurred about 40 million years ago, interrupting that cooling trend when vast amounts of CO2 were injected into the atmosphere, and sea surface temperature increased as much as 6 °C1. This warming event—widely recognized by a prominent perturbation in both oxygen and carbon stable isotopes—lasted about 500–600 Kyr2,3.
Ecological models can potentially predict the impact of species diversity to rising temperatures and atmospheric CO2. However, only the fossil record provides empirical evidence on how biodiversity is affected by long-term climatic transitions, even during global warming events. For example, fossil floras are known to have peaked in diversity during earlier hyperthermal episodes either at low4 or high5 paleo-latitudes of the American continent. The MECO may have also influenced terrestrial biotas, yet the magnitude of this response remains largely unknown as most published data have traditionally focused on the marine realm; it is still unclear whether biotic diversity increased, whether turnovers were gradual or step-like or whether tropical immigrants were frequent at the highest latitudes during the MECO.
Here, we quantitatively estimate shifts in floristic diversity on the basis of the analysis of terrestrially derived spore-pollen assemblages preserved in well-constrained marine Patagonian deposits (Río Turbio Formation) encompassing the MECO as well as the pre- and post-MECO. We used the dinocyst (i.e. dinoflagellate cyst) record to constrain the age of the spore and pollen bearing sediments. Our study reinforces the importance of the fossil spore-pollen record to explore past diversity trends and represents a new explicit picture of how floras responded to a greenhouse event in America’s highest austral latitudes.
Results
We recovered well preserved palynomorphs (i.e. dinocysts, spores, and pollen grains) in 53 samples of the Río Turbio Formation, southern South America (Fig. 1; Supplementary Fig. 1). From those, we selected 32 samples based on lithology (e.g. coal seams were removed from the analysis) and paleoenvironmental settings (see Methods; Supplementary Note 1). The dinocyst species are given in Supplementary Data 1 and Supplementary Fig. 2. We detected three major groups of samples based on our cluster analysis using dinocyst frequency (Supplementary Data 1; Supplementary Fig. 3), probably driven by shifts in the most frequent species through the composite section: Enneadocysta dictyostila. This is a key species of the Middle Eocene Climatic Optimum (MECO) in the southernmost latitudes (see Supplementary Note 2). The three groups of samples detected by our cluster analysis represent distinct time intervals: Interval (A) ranging from samples 1–7 (ca. 47–46 Myr, pre-MECO); Interval (B) ranging from samples 8–25 (ca. 41–39Myr, MECO), typically characterized by the dominance of the species E. dictyostila, that increases as much as 95% at some of these samples (Supplementary Figs. 3, 4); and Interval (C) ranging from samples 26–32 (ca. 36–26 Myr, post-MECO). The frequency of distinct dinocyst biogeographic groups (i.e. endemics, cosmopolitans) preserved across the MECO shows a very close similarity with that reported from the South Tasman Rise6,7, in Australia (see Supplementary Fig. 3 and Supplementary Note 2 for further details).
Among continental palynomorphs, we identified 117 spore and pollen species (Supplementary Data 2, Supplementary Note 3) represented by 2 bryophytes, 3 lycophytes, 25 ferns, 11 gymnosperms, and 76 angiosperms. We used these continental palynomorphs to empirically estimate biodiversity and explore major trends in vegetation across the three intervals detected based on the frequency of dinocyst species.
Our analyses on fossil spores and pollen grains indicate that our three intervals preserve relatively rich floras (Table 1; Figs. 2–3); adjusted for coverage (=0.8) we detect a ~25% increase in within-sample richness from pre-MECO (interval A) to MECO (interval B) and a ~25% decrease from MECO to post-MECO (interval C). This perceived increase in richness can be, in part, due to an increase in evenness (Fig. 2); even samples tend to have a higher richness8,9. However, the richness estimator Chao1, which requires no assumptions about an underlying species abundance distribution10, confirms both the increasing richness trend from pre-MECO to MECO (39%) and the decreasing trend from MECO to post-MECO (~38%) (Table 1, Fig. 3). Consistent with this, rarefaction curves for each interval indicates that MECO samples are relatively more diverse than pre-MECO and post-MECO samples (Fig. 4).
a Within-sample richness (coverage level= 0.8) with bootstrapped 95% confidence intervals and b evenness for pre-MECO (green), MECO (dark-orange) with three subgroups and post-MECO (yellow) samples against the composite section of the Río Turbio Formation (see references in Supplementary Fig. 1). Vertical bars in a denote mean diversity within each major group of samples (or intervals) detected from the constrained cluster analysis (c). See Table 1 for further details. Arrows at the Stage column indicate major dinocyst events from the sampled composite section of the Río Turbio Formation; (1) Lowest Occurrence of E. dictyostila; (2) Lowest Common Occurrence of E. dictyostila; (3) Lowest Common Occurrence of T. filosa; (4) Highest Occurrence of T. filosa; (5) Highest Common Occurrence of E. dictyostila . See Supplementary Fig. 5 for further details.
Within-sample Chao1 estimated richness with bootstrapped 95% confidence intervals for pre-MECO (green), MECO (dark-orange) and post-MECO (yellow) samples from southern Patagonia the composite section of the Río Turbio Formation (see references in Supplementary Fig. 1). Vertical bars denote mean Chao1 diversity within each major group of samples (or intervals) detected from the continental constrained cluster analysis. Note that, in average, the within-sample Chao1 estimator is ~40% higher during the MECO than pre-MECO and post-MECO intervals. See Table 1 for further details. Arrows at the Stage column indicate major dinocyst events from the sampled composite section of the Río Turbio Formation; (1) Lowest Common Occurrence of E. dictyostila; (2) Highest Common Occurrence of E. dictyostila; (3) Lowest Common Occurrence of T. filosa; (4) Highest Occurrence of T. filosa; (5) Highest Common Occurrence of E. dictyostila. See Supplementary Fig. 5 for further details.
Furthermore, within the MECO (or interval B), we recognize three minor subgroups of samples (subgroup 1–3) with similar pollen and spore species according to our continental cluster analysis (Fig. 2c). Across these three subgroups of the MECO, we detect a clear inverse relationship between the abundance of ferns and angiosperms (Figs. 5, 6). At the beginning of the MECO (subgroup 1, samples 8–12), ferns highly increase in abundance (ca. 60%) with Cyatheaceae, Dicksoniaceae, and Osmundaceae as the most frequent families. At this peak of ferns, the abundance of angiosperms decreases dramatically (from 70 to 30%). At the core of the MECO (subgroup 2, samples 13–21), ferns drop to a minimum, while angiosperms become dominant (80%). Apart from the dominant lineages (i.e. southern beeches and podocarps), other gondwanan families (e.g. Myrtaceae and Proteaceae) became important elements (Fig. 6). At the end of the MECO (subgroup 3, samples 22–25) ferns rise again to maximum values (ca. 60%) while angiosperms decrease at the same time. Tropical taxa occur commonly across the entire sampled section, in particular palms, Cupania, Ilex, Malpighiaceae, Olacaceae, among others (Fig. 7; Supplementary Fig. 6; Supplementary Note 4). Some of them, however, are widely distributed throughout the MECO such as some angiosperms (e.g. Ceiba, Cardiospermum, Trimenia) and ferns (e.g. Anemiaceae, Cnemidaria, Schizaceae) (Supplementary Note 4).
Overall, pre-MECO and post-MECO samples not only show similar richness estimates (Table 1), but also contain comparable abundances of the major plant groups (Figs. 5, 6). Despite these similarities in diversity and abundance, the composition of the spore-pollen assemblages indicates a different scenario; distances among samples in ordination space (Fig. 8) support dissimilarities, especially between pre-MECO versus MECO and post-MECO spore-pollen samples. Samples representing the pre-MECO plot to the right on the NMDS axis 1, and occupy a distinct region of the plot, showing they are compositionally distinct from post-MECO and MECO samples. These last two groups of samples, in contrast, slightly overlap, probably due to a gradual—rather than a sharp—compositional transition between them. Our constrained cluster analysis based on spore-pollen abundance also shows a comparable assembly, with pre-MECO samples sister to the MECO and post-MECO samples (Fig. 2c).
(1–6) Gondwanic elements (blue square); (7–12) Tropical elements (orange square). (1) Cyatheacidites annulatus, sample 32 V18(1); (2) Araucariacites australis, sample 14 J44(2); (3) Podocarpidtes elegans, sample 28N41(4); (4) Nothofagidites rocaensis, sample 17 E40(1); (5) Myrtaceidites verrucosus, sample 14 H38(3); (6) Propylipollis pseudomoides, sample 19C22(1); (7) Ilexpollenites anguloclavatus, sample 13N57(4); (8) Perisyncolporites pokornyi, sample 3 I12(3); (9) Bombacacidites isoreticulatus, sample 16 Y39(2); (10) Cupaneidites insulares, sample 19 D13(4); (11) Arecipites regio, sample 3 R40(1); (12) Psilamonocolpites medius, sample 6 S31(1). Scale bar is 10 μm. Taxonomic names are followed by the slide number and England Finder coordinates.
Discussion
America’s southernmost floras were impacted by the mid-Eocene greenhouse warming event. We found evidence to support that plant richness increased jointly with increasing world temperatures and atmospheric CO2. Although richness estimates at the MECO from lower latitudes (Colombia) are considerably higher than those reported from Patagonia11; Tables 1, 2), the magnitude of this increase—from pre-MECO to MECO—is fairly similar (>35%) based on our non-parametric estimator. The enormous difference in plant richness between South American lowest (~6°N) and highest (~51°S) latitudes (more than twofold) lead us to assume that the latitudinal diversity gradient (LDG) was already well established in South America by mid-Eocene times. This is before the onset of the oldest major glaciation in Antarctica close to the Eocene/Oligocene boundary (~34 Myr ago), a time of rapid global cooling and pronounced shift in the Earth’s climate from greenhouse to icehouse12. The existence of this LDG during greenhouse conditions was also supported by other Eocene paleofloras9 and marine invertebrates13, suggesting that temperature may have not been the primary driver of the LDG through deep time14. Our high southern latitude paleofloras, even during the MECO, show patterns of relatively high dominance and low evenness; particularly Nothofagaceae, Podocarpaceae, Proteaceae and Myrtaceae tend to dominate the assemblages. Together, these Gondwanan lineages comprise ~30% of the total mid-Eocene diversity in southern Patagonia, and this figure rose during global cooling events up to 50%15.
The equable climatic context of the mid-Eocene promoted the dispersal of tropical or subtropical taxa to the highest southern latitudes (Supplementary Fig. 6). For example, we documented four morphotypes assigned to palms (Arecaceae), and several other eudicot angiosperms (e.g. Anacolosa, Bombacoideae, Cupania, Malpighiaceae, Olacaceae, Sapindaceae) and ferns (e.g. Cnemidaria, Anemiaceae) that no longer occur in Patagonia; see Supplementary Note 4). Some of these taxa have been also documented on the basis of the megafloristic record from the Río Turbio Formation (e.g. refs. 16,17,18). The subsequent cooling and aridification events of the Oligocene and, particularly the Miocene, pushed northwards these tropical-affinity taxa. Overall, our evidence demonstrates that the mid-Eocene greenhouse world favoured the penetration of neotropical migrant species to the highest latitudes; the combination of these neotropical migrants along with the persistence of southern Gondwanan natives may have triggered the gradual increasing diversity that we observed across the MECO. Interestingly, our mid-Eocene peak in diversity mirrors the pattern seen in the South American mammal fauna, which records the highest richness estimates for the Cenozoic from Patagonia during the Barrancan Mammal Age19.
Terrestrial evidence on how rainfall patterns shifted over the MECO is sparse. Paleosol evidence from western North America and southern South America indicated that during this warming event, subhumid or semi-arid conditions prevailed, respectively20,21. Lithofacial and pollen records from Asia (north-western China) indicate a rapid aridification step across the MECO22. Our analysis detects a strong reduction of humid-demanding taxa along with an increase of arid-tolerant angiosperms (e.g. Proteaceae and Myrtaceae) (Fig. 6), suggesting subhumid conditions across the terrestrial zenith of the MECO (our core MECO). However, the onset and the end of the MECO are typically characterized by peaks in abundance of ferns (up to 60%), along with other wet-demanding taxa, indicating humid to hyper-humid conditions. Whether or not these shifts in humidity are linked to regional or global conditions remain to be tested.
Fossils revealing the floristic response to the MECO warming allowed us to estimate the magnitude of this increased in diversity in America’s southernmost latitudes. In particular, we infer that greenhouse conditions promoted the diversification of austral floras, although plant richness in this region was remarkably lower than low-latitude counterparts at equivalent times. The subsequent Antarctic glaciation (early Oligocene) and widespread aridification (late Miocene) may have even accentuated such difference by gradually impoverishing Patagonian biotas. Overall, our study supports the notion that there has been a massive turnover from rich mid-Eocene rainforest biomes across the South American highest latitudes through the current steppe-dominated landscapes.
Methods
Fossiliferous localities
Samples were collected from the shallow-marine Río Turbio Formation in southern Patagonia (Fig. 1). The Río Turbio Formation preserves a thick shallow-marine and estuarine succession characterized by sandstones, limestones, and conglomerates interbedded with clay horizons accumulated in coastal marine, wave- and tide-dominated shallow water environments23,24. Our high-resolution record encompasses the MECO as well as pre- and post-MECO floras. For the first time, we quantified plant species richness in the southernmost regions of South America during the globally warm mid-Eocene Epoch using palynological data (pollen and spores). Other fossils preserved in these deposits include terrestrial (leaves (e.g. ref. 25), trunks (e.g. ref. 26)) and marine (shells (e.g. ref. 27), foraminifera (e.g. ref. 28), and dinocysts (e.g. ref. 29)) remains. The spore-pollen bearing sediments are constrained as the mid-late Eocene (~46–34 Myr) based on foraminifera30 and dinoflagellate cyst (e.g. ref. 29); this study (see Supplementary Note 2) data. Here, we studied pollen samples collected from a ca 400 m section spanning ~10 million years of the Eocene in order to better understand the effects of climatic change on continental biotas.
Palynology
A total of 53 samples from the Río Turbio Formation were processed. Palynomorph and dinocyst preparations were undertaken at the Museo Argentino de Ciencias Naturales and followed a basic procedure of maceration, chemical digestion of silicates (hydrofluoric acid), fluorosilicates (clorhidric acid), and a light oxidation to remove excess of amorphous matter (2 min in 70% nitric acid). Finally, residues were concentrated and mounted onto slides. Residues were sieved with 25 µm and 10 µm meshes. Fifty-one samples yielded abundant pollen, spores and dinoflagellate cysts. Slides were scanned under a transmitted light microscope Leica DM 500. Spores, pollen grains, and dinocysts were photographed by a Leica camera ICC50 HD. A mean of 354 spores and pollen grains and 285 dinocysts were counted per sample. Slides are housed at the Museo “Padre Jesús Molina” under the catalogue numbers 21647–21699, prefixed MPM-PB. We removed some of the samples (e.g. coal seam samples) for the subsequent biodiversity and abundance analyses, particularly those that we interpreted as having been deposited in a more continental paleoenvironment. Mudstones and fine sandstones preserving relatively high frequencies of dinocysts (representing temporary marine incursions) contain higher proportions of pollen from both wind-pollinated (e.g. podocarps and southern beeches) and insect-pollinated (e.g. malpighs, mallows, and palms) families, which may have originated a considerable distance inland from the coast. These samples therefore represent a much larger source area (regional to subcontinental), compared to the local signal contained in the coal measure samples, as previously tested31.
Quantitative analysis
We conducted all analyses using the open-source software R32; see Supplementary Note 5 for R scripts. We arranged spore-pollen data from the Río Turbio formation in a 32 × 117 matrix with samples and taxa in which each cell contained count data for all taxa of the selected samples (Supplementary Data 2). We also included in our analysis a 21 × 4375 matrix (sedimentary section R111) from the Neotropics encompassing the MECO (42.3–37.7 Mya) in order to compare floristic diversity estimates. We conducted two cluster analysis to explore sample associations (Q-mode) based on either marine (dinocysts) or continental (pollen and spores) palynomorphs. We used the ‘chclust’ function of R/rioja33 that performs a constrained cluster analysis of a distance matrix, with clusters constrained by sample order. The distance matrix used was the Bray–Curtis metric34 and the agglomeration method was the CONISS33. We ordinated the samples and species using NMDS (non-metric multidimensional scaling) using vegan R package35; NMDS is considered one of the most robust unconstrained ordination methods in community ecology36. We estimated Evar evenness, recommended among other evenness indices37. For estimating biodiversity, we standardized samples to equal levels of size and completeness, or ‘coverage’ of species38, also known as shareholder quorum subsampling, or coverage-based rarefaction. Standardizing sampling by coverage rather than sample size has proven to be a more powerful and less biased approach to estimate richness38. We estimated expected richness within samples based on our abundance matrix using iNEXT R package39 and among samples from the pre-MECO, MECO, and post-MECO intervals using vegan R package35. For within-sample richness, we calculated the expected richness at a coverage level of 0.8, enough to include most of the samples of our dataset. We also estimated Chao1 richness estimator, which uses singletons (species represented in the sample by only one individual) and doubletons (species represented in the sample by exactly two individuals) to estimate the number of unobserved species. This non-parametric estimator has a more rigorous framework of sampling theory than parametric estimators or curve extrapolations40. The bootstrapped 95% lower and upper confidence limits are also presented for all richness estimators.
Reporting summary
Further information on research design is available in the Nature Research Reporting Summary linked to this article.
Data availability
Slides are housed at the Museo “Padre Jesús Molina” under the catalogue numbers 21647–21699, prefixed MPM-PB. The authors declare that the data that support the findings of this study are available within this paper and its Supplementary Information files, and are available from the corresponding author on reasonable request.
References
Bijl, P. K. et al. Transient Middle Eocene atmospheric CO2 and temperature variations. Science 330, 819–821 (2010).
Bohaty, S. M. & Zachos, J. C. Significant Southern Ocean warming event in the late middle Eocene. Geology 31, 1017–1020 (2003).
Bohaty, S. M., Zachos, J. C., Florindo, F. & Delaney, M. L. Coupled greenhouse warming and deep-sea acidification in the middle Eocene. Paleoceanography 24, 2207 (2009).
Jaramillo, C. et al. Effects of rapid global warming at the Paleocene-Eocene boundary on neotropical vegetation. Science 330, 957–961 (2010).
Wilf, P. et al. Eocene plant diversity at Laguna del Hunco and Río Pichileufú, Patagonia, Argentina. Am. Naturalist 165, 634–650 (2005).
Exon, N. F., Kennett, J. P. & Malone, M. J. in Proceedings of the Ocean Drilling Program, Initial Reports (eds. Exon, N. F., Kennett, J. P., Malone, M. J.) Vol. 189 (2001). http://www-odp.tamu.edu/publications/189_IR/VOLUME/CHAPTERS/IR189_05.PDF.
Cramwinckel, M. J. et al. Surface-circulation change in the southwest Pacific Ocean across the Middle Eocene Climatic Optimum: inferences from dinoflagellate cysts and biomarker paleothermometry. Climate 16, 1667–1689 (2020).
Tipper, J. C. Rarefaction and rarefiction—the use and abuse of a method in paleoecology. Paleobiology 5, 423–434 (1979).
Jardine, P. E., Harrington, G. J., Sessa, J. A. & Daskova, J. Drivers and constraints on floral latitudinal diversification gradients. J. Biogeogr. 45, 1408–1419 (2018).
Gotelli, N. J. & Colwell, R. K. Estimating species richness. Biol. Diversity 12, 39–54 (2011).
Jaramillo, C., Rueda, M. J. & Mora, G. Cenozoic plant diversity in the Neotropics. Science 311, 1893–1896 (2006).
Westerhold, T. et al. An astronomically dated record of Earth’s climate and its predictability over the last 66 million years. Science 369, 1383–1387 (2020).
Crame, J. A., McGowan, A. J. & BellM, A. Differentiation of high-latitude and polar marine faunas in a greenhouse world. Glob. Ecol. Biogeogr. 27, 518–537 (2018).
Crame, J. A. Early Cenozoic evolution of the latitudinal diversity gradient. Earth Sci. Rev. 202, 103090 (2020).
Barreda, V. D. et al The Gondwanan heritage of the Eocene–Miocene Patagonian floras. J. South Am. Earth Sci. https://doi.org/10.1016/j.jsames.2020.103022 (2020).
Fernández, D. A., Panti, C., Palazzesi, L. & Barreda, V. D. La presencia de una familia neotropical (Malpighiaceae) en el extremos más austral de Sudamérica durante el Eoceno. Rev. Brasileira de Paleontología 15, 386–391 (2012).
Vento, B. & Pramparo, M. B. Angiosperm association from the Río Turbio Formation (Eocene–? Oligocene) Santa Cruz, Argentina: revision of Hünicken’s (1955) fossil leaves collection. Alcheringa 42, 125–153 (2018).
Panti, C. Fossil leaves of subtropical lineages in the Eocene–? Oligocene of southern Patagonia. Hist. Biol. https://doi.org/10.1080/08912963.2018.1488934 (2018).
Woodburne, M. O. et al. Paleogene land mammal faunas of South America; a response to global climatic changes and indigenous floral diversity. J. Mamm. Evol. 21, 1–73 (2014).
Bellosi, E. S. & Gonzalez, M. G. in The Paleontology of Gran Barranca: evolution and environmental change through the Middle Cenozoic of Patagonia (eds. Madden, R. H., Carlini, A. A., Vucetich, M. G. & Kay, R. F.). 293–305 (Cambridge University Press, 2010).
Methner, K. et al. Rapid middle Eocene temperature change in western North America. Earth Planet. Sci. Lett. 450, 132–139 (2016).
Bosboom, R. et al. Linking Tarim Basin sea retreat (west China) and Asian aridification in the late Eocene. Basin Res. 26, 621–640 (2014).
Furque, G. & Caballé, M. Estudio geológico y geomorfológico de la cuenca superior del Río Turbio, provincia de Santa Cruz. Cons. Fed. de. Inversiones Ser. Investigaciones aplicadas Colección Hidrología subterránea 6, 8–39 (1993).
Rodríguez Raising, E. M. Estratigrafía secuencial de los depósitos marinos y continentales del Eoceno-Oligoceno temprano de la cuenca Austral, suroeste de la provincia de Santa Cruz (Universidad Nacional del Sur, 2010).
Panti, C. Fossil leaves of subtropical lineages in the Eocene–? Oligocene of southern Patagonia. Hist. Biol. 32, 291–306 (2020).
Pujana, R. R. & Ruiz, D. P. Fossil woods from the Eocene–Oligocene (Río Turbio Formation) of southwestern Patagonia (Santa Cruz province, Argentina). IAWA J. 1, 1–31 (2019).
Griffin, M. Eocene bivalves from the Río Turbio formation, southwestern Patagonia (Argentina). J. Paleontol. 65, 119–146 (1991).
Malumián, N. & Caramés, A. Upper Campanian-Paleogene from the Río Turbio coal measures in southern Argentina: micropaleontology and the Paleocene/Eocene boundary. J. South Am. Earth Sci. 10, 189–201 (1997).
González Estebenet, M. S., Guerstein, G. R., Rodríguez Raising, M., Ponce, J. & Alperín, M. I. Dinoflagellate cyst zonation for the middle to upper Eocene in the Austral Basin, Southwest Atlantic Ocean—Implications for regional and global correlation. Geol. Mag. 154, 1022–1036 (2016).
Malumián, N. & Náñez, C. in Geología y Recursos Naturales de Santa Cruz (ed. Haller M. J.) 481–494 (Relatorio XV Congreso Geológico Argentino, 2011).
Jardine, P. E. & Harrington, G. J. The Red Hills Mine palynoflora: a diverse swamp assemblage from the Late Paleocene of Mississippi, USA. Palynology 32, 183–204 (2008).
Development Core Team. The R Project for Statistical Computing. http://www.R-project.org (2020).
Juggins, S. Rioja: analysis of quaternary science data. R package v.0.7-3.[WWW document] URL http://cran.r-project.org/package=rioja. (2012).
Bray, J. R. & Curtis, J. T. An ordination of the upland forest communities of southern Wisconsin. Ecol. Monogr. 27, 325–349 (1957).
Oksanen, J. Multivariate analysis of ecological communities in R: vegan tutorial. R. Package Version 1, 1–43 (2011).
Minchin, P. R. An evaluation of relative robustness of techniques for ecological ordinations. Vegetatio 69, 89–107 (1987).
Smith, B. & Wilson, J. B. A consumer’s guide to evenness indices. Oikos 76, 70–82 (1996).
Chao, A. & Jost, L. Coverage‐based rarefaction and extrapolation: standardizing samples by completeness rather than size. Ecology 93, 2533–2547 (2012).
Hsieh, T. C., Ma, K. H. & Chao, A. iNEXT: an R package for rarefaction and extrapolation of species diversity (Hill numbers). Methods Ecol. Evol. 7, 1451–1456 (2016).
Chao, A., Colwell, R. K., Lin, C. W. & Gotelli, N. J. Sufficient sampling for asymptotic minimum species richness estimators. Ecology 90, 1125–1133 (2009).
Acknowledgements
We thank O. Cardenas and S. Mirabelli for assistance with palynological processing; A. González for assistance with drawing; V. Guler for assistance with stratigraphy; M.S. Candel for assistance with dinocyst taxonomy; A. Yañez and J.N. Viera Barreto for assistance with phytogeography. One anonymous reviewer, Carina Hoorn, and Alina I. Iakovleva improved enormously our first version of the manuscript. This work was partially supported by Consejo Nacional de Investigaciones Científicas y Técnicas (PIP 2014–0259) and Agencia Nacional de Investigaciones Científicas y Técnicas (PICT 2017–0671).
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D.A.F., L.P., and V.D.B. contributed with the measurement and description of the stratigraphic sections and collection of samples for palynological analyses. D.A.F. performed the palynological counting (spore-pollen and dinocysts) and palynological assemblage description, captured palynomorphs images and designed the figures illustrating them. D.A.F., L.P., and V.D.B. wrote all draft and revised manuscript versions, which includes original and revised text supplied by co-authors. L.P. contributed with quantitative analysis and illustrations. M.S.G.E. contributed with the dinocyst and stratigraphic analysis and illustrations. D.A.F., M.C.T., and V.D.B. contributed with the analysis of spore-pollen botanical affinity and phytogeography. All authors read and contributed to the manuscript.
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Fernández, D.A., Palazzesi, L., González Estebenet, M.S. et al. Impact of mid Eocene greenhouse warming on America’s southernmost floras. Commun Biol 4, 176 (2021). https://doi.org/10.1038/s42003-021-01701-5
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DOI: https://doi.org/10.1038/s42003-021-01701-5
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