Federico Luebert’s research while affiliated with University of Santiago Chile and other places

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Publications (117)


Systematic and taxonomic revision of the genus Austrocactus (Cactaceae) based on morphology and genome wide SNP-data
  • Article
  • Full-text available

February 2025

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375 Reads

Taxon

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Elisabeth Sarnes

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Federico Luebert

The post-Miocene climatic history of arid environments in South America has been identified as a key driver of dispersal and diversification, particularly among plant groups such as Cactaceae. Despite their iconic status, many cactus genera remain poorly understood, and comprehensive taxonomic and systematic revisions using morphological and genomic data are complex and timeconsuming, resulting in few such studies to date. Here we present a comprehensive systematic study of the genus Austrocactus, currently with 10 accepted species native to southern and Andean Argentina and parts of Chile. The study is based on an extensive sampling covering both the overall range and the morphological diversity of the genus. We used a ddRADseq approach to study phylogenetic relationships incorporating 44 individuals representing all morphospecies, and widespread species are represented by several samples covering their morphological and geographical spectrum. The data were analyzed using maximum likelihood and multispecies coalescence-based models, as well as principal component analyses, providing awell-supported and robust evolutionary framework. Based on phylogenetic and morphological data,we propose a revised classification of the genus, with a total of 17 species, 5 of which are described as new. We also provide an updated infrageneric classification with two subgenera and three sections, and a revised circumscription of the genus, including descriptions of all species, as well as a respective key. Finally, we suggest specific research directions focused on integrating genomic data with ecological modeling to complement our work and enhance the biogeographic understanding of these species.

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Historical biogeography of Vellozia (Velloziaceae) reveals range expansion in South American mountaintops after climatic cooling events and increased diversification rates after the occupation of Southern Espinhaço Province

February 2025

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250 Reads

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1 Citation

Botanical Journal of the Linnean Society

The campos rupestres and the Brazilian Atlantic Forest Inselbergs (BAFI) are highly diverse vegetation types that grow on mountaintops of eastern Brazil and show outstanding levels of endemism. The plant family Velloziaceae is an iconic element of these vegetations, with the genus Vellozia, being exceptionally abundant in both these vegetations. In this study, we use Vellozia as a model to address three main questions: (i) What was the distribution of Vellozia’s most recent common ancestor? (ii) Did the range expansions of Vellozia occur during periods characterized by global cooling? (iii) When did Vellozia colonize the different South American highlands they occupy nowadays? To address these questions, we reconstructed the phylogeny of Vellozia using sequences of four molecular markers analysed using Bayesian and maximum likelihood inferences. We used the resulting phylogeny to reconstruct the ancestral distribution of Vellozia using the DEC model. Our findings indicate that Vellozia originated and subsequently diversified in the Oligocene, when the genus was broadly distributed through the Andes, BAFI, Cerrado, Caatinga, and the Chapada Diamantina, suggesting that the Cerrado may acted as a corridor between the Andes and eastern mountaintop vegetations. Vellozia subsequently occupied the southern Espinhaço during the Early Miocene, which was followed by increased diversification rates and several range expansions, especially after the Middle-Miocene Climatic Optimum, when cooler and drier periods allowed the expansion of open environments and the retraction of forests, allowing Vellozia to expand their distribution. These results highlight the unique evolutionary history of Vellozia and the importance of climatic cooling for the expansion of the genus.


Choice of molecular marker influences spatial patterns of phylogenetic diversity

March 2024

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74 Reads

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1 Citation

Spatial patterns of phylogenetic diversity (PD) are increasingly becoming relevant for conservation decisions. PD measures are based on phylogenies estimated from molecular data. This paper addresses the question of how different molecular markers impact PD spatial patterns. We first conducted a simple simulation to explore the effect of deep and shallow changes in topology (simulating variations in molecular markers), using ultrametric and non-ultrametric trees, and then used a dataset of Chilean flora with four sets of markers to assess potential differences in spatial patterns of PD ranks using different markers and types of trees. The simulation consistently showed that the difference in PD rank was lower for ultrametric trees than for phylograms. A similar trend was observed using the Chilean flora dataset, with among-markers variability in spatial patterns of the PD metrics lower for ultrametric than for non-ultrametric trees, depicted as top 2.5 and 5% hotspots. Frequency distribution of PD values differed among markers as well, with this variation less apparent for ultrametric trees. We conclude that the choice of markers impacts spatial patterns of PD, and these results vary more strongly for phylograms, suggesting that ultrametric trees are more robust to the choice of marker.


Genome-wide SNP data reveal recent population structure of Huidobria fruticosa (Loasaceae), a paleo-endemic lineage from the Atacama Desert

December 2023

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140 Reads

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1 Citation

The Atacama Desert is a biodiversity hotspot of neo-endemic radiation, where long-term aridity and complex physiographic processes create a unique environmental setting. Current species assemblages are mainly concentrated in highly patchy loma formations, and plant populations occurring in these are often geographically isolated from each other. Despite a general consensus on long-term aridity in the Atacama, climatological and geological evidence points to repeated climate change, making the Atacama Desert an ideal system for studying population genetic processes in highly unstable habitats. We are analyzing the genetic structure within and between populations of Huidobria fruticosa, a paleo-endemic lineage of the Atacama Desert, to shed new light on its biogeographic history and broaden our understanding of the evolution of life in extreme aridity, as well as plant evolution in response to a changing environment. To do this, we analyzed SNP data from genotyping-by-sequencing of 354 individuals from 21 populations. Our results suggest that, despite being an ancient lineage, the current population structure of Huidobria fruticosa only reflects changing abiotic conditions over the last 2 million years. We therefore conclude that the present distribution, together with the evolutionary processes documented here, is the result of climatic fluctuations and prolonged periods of hyperaridity during the Pleistocene. Building on this understanding, our findings contribute to a global narrative that highlights the complex interplay between climate change and evolutionary dynamics, and emphasize the importance of deserts as living laboratories for deciphering how species have historically adapted to some of the most extreme habitats on Earth.


Dispersal from Africa to the Neotropics was followed by multiple transitions across Neotropical biomes facilitated by frugivores

November 2023

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193 Reads

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7 Citations

Annals of Botany

Background and Aim Plant disjunctions have fascinated biogeographers and ecologists for a long time. We use tribe Bocageeae (Annonaceae), a predominantly Neotropical plant group distributed across several present-day Neotropical biomes and with an African-American disjunction, to investigate long-distance dispersal mediated by frugivorous animals at both intercontinental and intracontinental scales. Methods We reconstructed a species-level phylogeny of tribe Bocageeae with a dataset composed of 116 nuclear markers. We sampled 70% of Bocageeae species, covering its geographic range and representing all eight genera. We estimated divergence times using BEAST, inferred ancestral range distributions and reconstructed ancestral states for fruit traits related to long-distance dispersal in a Bayesian framework. Key Results The ancestral Bocageeae date to the Early Eocene and were inferred to occur in Africa and proto-Amazonia. Its ancestral fruits were large and dehiscent. The first lineage split gave rise to an exclusively Neotropical clade during the Middle Eocene, in proto-Amazonia. Range exchange between the Amazon and the Atlantic Forest occurred at least once during the Miocene, and from Amazonia to Central America and Mexico, during the Early Miocene. Transitions in different sets of fruit morphologies were inferred to be related to dispersal events across South American regions/biomes. Conclusions In Bocageeae mammals may have been responsible for long-distance dispersal through the Boreotropics. In the Neotropics, proto-Amazonia is proposed to be the source for dispersal to other tropical American biomes. Long-distance dispersal may have happened via a wide range of dispersal guilds, depending on frugivore radiations, diversity, and abundance at particular time periods and places. Hence, inter- and intracontinental dispersal may not rely on a single dispersal syndrome or guild, but more on the availability of frugivorous lineages for seed dispersal.


General methodological steps followed in this work (conceptual methodological terms are derived from Pickett et al. 1994).
Subnival and high montane tropical xerophytic geocomplex. 1. Cryomorphic open vegetation: Nototriche auricoma-Oriastrum sphaeroidalis community. Strongly-cryoturbed stony soils. 2. Xeromorphic bunch-grassland: Senecio puchii-Stipa frigida community. Cryoturbed high-montane slopes. 3. Xeromorphic bunch-grassland: Junellia pappigera-Festuca orthophylla community. Subnival volcanic sandy-gravel lapilli piedmonts with deep regosols. 4. Phreatophytic xeromorphic shrubland & thicket: Frankenia triandra-Parastrephia phylicaeformis community. Saline plains with shallow seasonal water tables or temporarily ponded. 5. Saline hygrophitic bunch-grassland: Xenophyllum incisum-Festuca scirpifolia community. Damp seasonally ponded saline soils. 6. Hygrophitic saline meadows and grassland: Xenophyllum incisum-Deyeuxia curvula community. Seasonally ponded alluvial plain. 7. Cushion-like peatbog: Zameioscirpus atacamensis-Oxychloe andina community. Saline seasonally flooded peat bog. 8. High-montane aquatic vegetation: Lilaeopsis macloviana-Ranunculus uniflorus-Potamogeton filiformis communities. Graphic interpretation based on our field transect data and cited references.
High-montane xeromorphic shrubland & thicket geocomplex. 1. Xeromorphic succulent shrubland & thicket: Lycium chanar-Trichocereus atacamensis community. Altiplano semidesertic vegetation with succulents and cacti on Coipasa Salt Lake karstified lacustrine limestone terraces. 2. Xeromorphic shrubland & thicket: Junellia seriphioides-Fabiana densa community. Altiplano stony hillside with well-drained stony soils. 3. Phreatophytic xeromorphic shrubland & thicket: Frankenia triandra-Parastrephia lepidophylla community. Altiplano proximal and medium glacis sections, on flat calcic loamy-clay soils with sallow phreatic levels. 4. Phreatophytic bunch-grassland: Festuca hypsophila communities. Altiplano distal glacis, on seasonally humid loam-sandy calcic soils with sallow phreatic levels and seasonally ponded. 5. Gypsic xeromorphic grassland-thicket: Frankenia triandra-Distichlis humilis communitiy. Altiplano saline meadows on seasonally ponded silty-gypsic soils. 6. Saline xeromorphic shrubland & thicket: Atriplex nitrophiloides-Sarcocornia pulvinata community. Altiplano saline bassins with seasonally ponded solonetz and solonchaks. Graphic interpretation based on our field transect data and cited references.
High-montane humid bunch-grassland geocomplex. 1. High-montane bunch-grassland: Deyeuxia vicunarum-Festuca orthophylla communities. Zonal humid Puna vegetation on high-montane stony well-drained hillside soils. 2. Meadow’s grassland: Deyeuxia rigescens-Festuca humilior communities. Seasonally ponded or saturated wet Puna flat soils. 3. Flat-cushion peatbog: Deyeuxia rigescens-Plantago tubulosa communities. Seasonally flooded peaty vegetation. 4. Domed-cushion wet peatbog: Oxychloe andina-Distichia muscoides communities. Permanently flooded peaty vegetation. 5. Puna aquatic vegetation: Isoetes lechleriana community. Poorly mineralized acidic stagnant waters. Graphic interpretation based on our field transect data and cited references.
High-montane evergreen páramo geocomplex. 1. Cauli-rosulate thicket: Draba interhubera-Espeletia moritziana community. Stony excessively well drained hillside soils. 2. Evergreen cauli-rosulate shrubland and bunch-grassland: Azorella juliani-Coespeletia timotensis community. Humid well-drained moraine slope soils. 3. Evergreen cauli-rosulate thicket: Espeletia alba-Espeletia spicata community. Wet poorly drained flat soils permanently saturated (umbric gleysol). 4. Meadow’s grassland: Carex amicta communities. Swamp soils (dystric anmoor). 5. Wet domed-cushion peatbog: Plantago rigida communities. Permanently flooded peaty soils (dystric histosols). 6. Páramo aquatic vegetation: Myriophyllum quitensis-Ranunculus flagelliformis communities. Poorly mineralized acidic stagnant waters. Graphic interpretation based on our field transect data and cited references.

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South American terrestrial biomes as geocomplexes: a geobotanical landscape approach

May 2023

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353 Reads

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12 Citations

The classic and current perception of biome in its various meanings is fundamentally based on vegetation types that are considered as discrete or independent and fragmented entities in the landscape. Vegetation units are characterized by their physiognomy, which is based on the dominant life forms and mainly determined by climatic conditions. However, vegetation units are associated and mutually interacting at a landscape level. They are determined by local or regional, climatic, topographic and edaphic gradients within a given territory or geographic area. In this work, we propose a new conceptual and methodological approach aiming to better understand the biome concept in a landscape framework, developing ideas already partially advanced by us. In this sense, we consider the biome as a landscape complex (geocomplex), that spatially includes one to several vegetation geoseries which, in turn, each comprise the following possible geomorphologically linked vegetation series: i) the potential natural climatophilic vegetation (zonal vegetation) and their seral successional stages which occur repeatedly in the landscape; ii) edapho-xerophyllous vegetation (azonal vegetation such as occurs on rocky outcrops or sandy soils); and iii) edapho-hygrophilic vegetation (azonal vegetation such as flooded vegetation on river banks). Based on surveys and field data (more than ca. 300 transects) obtained by the authors in most South American countries from 1990 to the present, 33 South American geocomplex biomes and 16 macrobiomes were identified and synoptically characterized, through graphic general zonation models (phyto-topographic type-profiles) extrapolated from numerous observations along representative bioclimatical, geomorphological and biogeographically stratified transects. Field data and transect-plots are currently being processed to be included into the “GIVD database”


Topographic map of Latin America, with focus on mountain areas and their division into four main biogeographical provinces, Mesoamerica (photo: Pico de Orizaba, Mexico, credit G.P.), Northern Andes (photo: Nevado Santa Isabel, Colombia, credit G.P.), Central Andes (photo: Macusani, Peru, credit A.G.M.), and Southern Andes. The latter province can be divided into two main regions, the Mediterranean Andes (photo: Tacora, Chile, credit F.L.) and Patagonian Andes (photo: El Calafate, Argentina, credit A.G.M.). The map indicates names for those countries with highlands covered by the VegAndes vegetation data.
Schematic structure of the VegAndes database and its six tables, including the primary table (violet), three secondary tables with the plots’ attributes (lilac) and two secondary tables with the taxon and syntaxon checklists (blue). PK: Primary Key, FK: Foreign Key.
Distribution of the VegAndes plots in Latin America. (A) Plot density in 100 km × 100 km grid cells throughout the Latin American highlands, and position of the main biogeographical transitions. (B) Number of plots along the latitudinal and altitudinal gradient (colors represent the four main biogeographical provinces, from North to South: Mesoamerica, Northern Andes, Central Andes and Southern Andes).
Distribution of the families of vascular plants in the VegAndes database. (A) Relative contribution of the dominant ten families to total species richness according to the VegAndes data (in blue) and the global vascular flora (species numbers obtained from the World Flora Online, www.worldfloraonline.org, accessed July 2022, in yellow). (B) Family richness in 100 × 100 km grid cells throughout the Latin American highlands.
Plot contributions (as absolute numbers and percentages) from each country and biogeographical province to the VegAndes dataset.
VegAndes: the vegetation database for the Latin American highlands

December 2022

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693 Reads

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5 Citations

In the era of Big Data, Latin American countries and biomes remain underrepresented. To remediate this issue, promoting repositories for biodiversity data focused on Latin America is a main priority. VegAndes -Dpt the vegetation database for the Latin American highlands (GIVD: SA-00-005), is a novel dataset for georeferenced and standardized information on vascular pants in the region. The database compiles 5,340 vegetation plots sampled above the montane treeline and below the permanent snowline in 11 Latin American countries and spanning over seven decades. VegAndes currently encompasses 5,804 taxon names, corresponding to 3,858 accepted names, as well as 136 syntaxon names. The database is nested within a scientific consortium of Latin American experts on highland vegetation and piloted from the University of the Andes (Colombia). Because the VegAndes data can support multi-scale studies in botany, ecology and biogeography, the database makes an essential contribution to biodiversity research and management perspectives in Latin America. Taxonomic reference : TROPICOS (preferential source, www.tropicos.org/), World Flora Online (secondary source, www.worldfloraonline.org/).




Two Sides of the Same Desert: Floristic Connectivity and Isolation Along the Hyperarid Coast and Precordillera in Peru and Chile

May 2022

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388 Reads

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9 Citations

In this study we aim at refining our understanding of the floristic connectivity of the loma- and precordillera floras of southern Peru and northern Chile and the parameters determining vegetation cover in this region. We used multivariate analyses to test for floristic- and environmental similarity across 53 precordillera and loma locations in Peru and Chile. We propose the use of predictive modeling in estimating the extent of desert vegetation as a complementary method to remote sensing. We created habitat suitability models for the vegetation on the coast and in the precordillera based on a combination of latent bioclimatic variables and additional environmental predictors using Maxent. We found Peruvian and Chilean lomas to be strongly floristically differentiated, as are the Chilean precordillera and lomas. Conversely, there is clear connectivity between both the Peruvian loma- and precordillera floras on the one hand and the Peruvian and Chilean precordillera floras on the other. Divergent environmental conditions were retrieved as separating the precordillera and lomas, while environmental conditions are not differentiated between Peruvian and Chilean lomas. Peruvian and Chilean precordilleras show a gradual change in environmental conditions. Habitat suitability models of vegetation cover retrieve a gap for the loma vegetation along the coast between Peru and Chile, while a continuous belt of suitable habitats is retrieved along the Andean precordillera. Unsuitable habitat for loma vegetation north and south of the Chilean and Peruvian border likely represents an ecogeographic barrier responsible for the floristic divergence of Chilean and Peruvian lomas. Conversely, environmental parameters change continuously along the precordilleras, explaining the moderate differentiation of the corresponding floras. Our results underscore the idea of the desert core acting as an ecogeographic barrier separating the coast from the precordillera in Chile, while it has a more limited isolating function in Peru. We also find extensive potentially suitable habitats for both loma- and precordillera vegetation so far undetected by methods of remote sensing.


Citations (72)


... Despite its richness and abundance, only 18 of the 127 Vellozia species have been officially assessed for extinction risk by the International Union for Conservation of Nature (IUCN, 2012), and all but one of these assessed species are classified as endangered or critically endangered (Botanic Gardens, 2019;Martinelli and Moraes, 2013). Additionally, Vellozia is one of the earliest lineages to diverge in the campos rupestres, with a divergence occurring around 27 million years ago (Ma), compared to the 5 Ma for other endemic lineages in the region (Alcantara et al., 2018;Magri et al., 2024b;Vasconcelos et al., 2020). ...

Reference:

Vanishing ecosystems: The looming threat of climate change on an iconic genus Vellozia in the Brazilian campos rupestres
Historical biogeography of Vellozia (Velloziaceae) reveals range expansion in South American mountaintops after climatic cooling events and increased diversification rates after the occupation of Southern Espinhaço Province
  • Citing Article
  • February 2025

Botanical Journal of the Linnean Society

... Molecular markers are convenient and effective genetic research tools that can be used to study the origin, inheritance, and trait differentiation of animals and plants, and they are highly important for the study of genetic variation in garlic populations [7]. To date, a variety of molecular markers have been identified in garlic. ...

Choice of molecular marker influences spatial patterns of phylogenetic diversity

... Both species are shrubs with a distinctive growth habit and typical Loasaceae flowers (Weigend et al., 2004). H. fruticosa is more widespread, with distinct populations along the northern and southern coasts and in the Andes (Merklinger et al., 2023), while H. chilensis is found exclusively along the southern coast until Copiapó (Fig. 1), where populations extend into the Andes (Grau, 1997). Distributional overlap is restricted and, so far, reports of joint occurrence are lacking. ...

Genome-wide SNP data reveal recent population structure of Huidobria fruticosa (Loasaceae), a paleo-endemic lineage from the Atacama Desert

... The various geological ages of the sub-Antarctic islands, coupled with the presence of directional ocean and wind currents, have led to different hypotheses regarding the diversification and colonization histories of terrestrial organisms in these insular systems (Fig. 1B). The current practice in historical biogeography is to consider both tectonic vicariance and dispersal to explain patterns of extant diversity in the Southern Hemisphere (Waters, 2008;Sanmartín, 2012;Lopes et al., 2024). In the case of the sub-Antarctic islands, some detached continental fragments, such as South Georgia (30-35 My), Falkland Islands (>120 My; Ramos et al., 2017), and the Kerguelen Archipelago (25-39 My), have existed for over tens of millions of years (Fig. 1A). ...

Dispersal from Africa to the Neotropics was followed by multiple transitions across Neotropical biomes facilitated by frugivores
  • Citing Article
  • November 2023

Annals of Botany

... Explore how a revised IVC could add depth to the GET Many biome classifications, including GET, provide well-developed global concepts but do not provide units that scale down to continental, regional, and local types (but see Navarro & Molina, 2021;Navarro et al., 2023). Conversely, the IVC has already developed a multiscaled approach across large parts of the globe, including across the Americas (Faber-Langendoen et al., 2018), parts of Australia (Muldavin et al., 2021), Africa (Sayre et al., 2013), and for Europe in partnership with the European Vegetation Survey (Willner & Faber-Langendoen, 2021 the vegetation. ...

South American terrestrial biomes as geocomplexes: a geobotanical landscape approach

... (J), glacial (K) and rockslide (L, M) features along the valleys also marked. Distribution of vegetation associations (e.g., Luebert and Pliscoff, 2022), and precipitation gradient (Favier et al., 2009) along the Elqui and Turbio river valleys is shown. A-H. ...

The vegetation of Chile and the EcoVeg approach in the context of the International Vegetation Classification project

... Despite some achievements in this regard in Russia (e.g. Mirkin & Naumova, 2011), South America (Galán- de-Mera et al., 2020;Galán de Mera & Orellana, 2006;Peyre et al., 2022), Mexico (Rzedowski, 1978), Africa (Alvarez et al., 2021;Brown et al., 2013;Mucina & Rutherford, 2006;Natta et al., 2003), Australia (e.g. Bridgewater, 1982;Pignatti & Pignatti, 1997) and finally Asia (Dvorskỳ et al., 2011;Fujiwara, 1996;Guo et al., 2018;Hartmann, 1968Hartmann, , 1995Hartmann, , 1997Hukusima et al., 2013;Miehe et al., 2011;Miyawaki, 1980Miyawaki, -1989Peer, 2000), there are still many regions that have poorly recognized hierarchical vegetation classification systems. ...

VegAndes: the vegetation database for the Latin American highlands

... reviews by Rodríguez-Guitián (2011, 2015) bring further insight and provide a home for Nothofagus antarctica montane shrublands as a seral stage in the Wintero-Nothofagetea class and shrublands developed in the orotemperate belt such as Krummholz into Nothofagetea pumilionis-antarcticae. In a recent study, authors suggested classifying the fringe vegetation of the Wintero-Nothofagetea forests as a new class, Aristotelietea chilensis Amigo et al. 2022(Amigo et al. 2022 Nevertheless, except for Eskuche's surveys, all the mentioned studies were carried out in northern Chilean Patagonia without considering the more arid extreme of the rain-shadow gradient. Additionally, early studies were limited by non-systematic sampling methods, a lack of reproducible numerical analyses, and inconsistent terminologies and classifications, underscoring the need for a more formal approach to studying the region's vegetation. ...

Aportaciones a la sintaxonomía de Chile

International Journal of Geobotanical Research

... mericarpids, endomericarpids; Downloaded from https://academic.oup.com/aob/advance-article/doi/10.1093/aob/mcaf061/8109752 by Universitätsund Landesbibliothek Bonn user on 14 May 2025 see Box 1). Boraginales fruits have attracted significant attention from researchers both in systematics (Gottschling and Hilger, 2004a;Selvi et al., 2006;Weigend et al., 2009Weigend et al., , 2013Weigend et al., , 2014Hasenstab-Lehman and Simpson, 2012;Gottschling et al., 2014a;Diane et al., 2016;Luebert et al., 2016;Otero et al., 2019a;Frohlich et al., 2022) and comparative morphology (Hilger, 1987(Hilger, , 1992(Hilger, , 2014Di Fulvio et al., 1997, 1999Gottschling et al., 2014b;Jeiter et al., 2016Jeiter et al., , 2018Heigl et al., 2020;Vasile et al., 2021Vasile et al., , 2022. However, these morphological studies still only cover a proportion of the overall fruit diversity in the order. ...

Molecular phylogenetics of Euploca (Boraginaceae): homoplasy in many characters, including the C4 photosynthetic pathway

Botanical Journal of the Linnean Society

... La razón de este sobrenombre se debe a una articulación vertical que se encuentra interrumpida solamente por valles interandinos y humedales, formados por ríos de la cuenca hidrográfica del Pacífico, lo que les brinda a estos espacios una fragmentación, variabilidad florística y endemismos propios de cada localidad (Dillon et al., 2011;Ferreyra, 1983;Weberbauer,1945). Aun cuando este es el caso para algunas formaciones de lomas, como en Chile donde el desierto de Atacama forma una barrera ecogeográfica y el aislamiento ha generado un mayor grado de endemismo, en el sur de Perú las lomas y la precordillera exhiben un mayor nivel de conectividad (Ruhm et al., 2022), lo que se podría acentuar en el centro y norte debido a la aproximación entre la cordillera y el desierto. En consecuencia, lomas del cerro Ochiputur forma parte del grupo de lomas que tiene gran influencia andina, sin dejar de destacar que comparte especies de bosques secos de llanura como: C. crotonoides, B. avicennifolia, V. macracantha (La Torre-Cuadros y Linares-Palomino, 2008) y posee endemismos propios del desierto. ...

Two Sides of the Same Desert: Floristic Connectivity and Isolation Along the Hyperarid Coast and Precordillera in Peru and Chile