Matt Davis’s research while affiliated with Aarhus University and other places

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Publications (12)


(A) 500 randomly selected current herbivore assemblages plotted in compositional space. (B) 500 randomly selected present–natural herbivore assemblages plotted in compositional space. The black dot denotes the median position of all assemblages. The black crossmarks indicate the range in which 95% of all assemblages are located. (C) The loadings of the Multidimensional Scaling. For visualisation, we have averaged the loadings to reflect traits, rather than the 24 functional types. (D) Histograms showing the functional richness of all current and present–natural herbivore assemblages.
(A) The pair‐wise squared chord distance (ranging from 0 to 2) between current cells and the present–natural cell in the same location, a measure of their functional similarity. Cells are coloured blue if their dissimilarity values are below 0.57, meaning current assemblages are considered functionally similar to present–natural assemblages. Cells are coloured orange–red if their dissimilarity values exceeded 0.57, meaning current assemblages are considered functionally novel to present–natural assemblages. Black cells denote areas where all large herbivores have disappeared following extinctions. They are novel by definition. The values are binned in 0.25 steps, except around the threshold value of 0.57 where we constructed two unequal, smaller bins. (B) The predicted vegetation responses to novel herbivore functional compositions. We overlayed the areas where Bond (2005) predicts that alternative biome states are possible with our map of novel herbivore functional compositions. This divides the world into four different classes: (1) areas sensitive to changes in herbivore impact with novel herbivore functional compositions (blue), (2) areas sensitive to changes in herbivore impact without novel herbivore functional compositions (pink), (3) areas not sensitive to changes in herbivore impact with novel herbivore functional compositions (yellow), and (4) areas not sensitive to changes in herbivore impact without novel herbivore functional compositions (white).
The Late‐Quaternary Extinctions Gave Rise to Functionally Novel Herbivore Assemblages
  • Article
  • Full-text available

March 2025

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172 Reads

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Matt Davis

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Erick J. Lundgren

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[...]

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Various authors have suggested that extinctions and extirpations of large mammalian herbivores during the last ca. 50,000 years have altered ecological processes. Yet, the degree to which herbivore extinctions have influenced ecosystems has been difficult to assess because past changes in herbivore impact are difficult to measure directly. Here, we indirectly estimated changes in (theorised) herbivore impact by comparing the functional composition of current large (≥ 10 kg) mammalian herbivore assemblages to those of a no‐extinction scenario. As an assemblage's functional composition determines how it interacts with its environment, changes in functional compositions should correspond to changes in ecological impacts. We quantified functional composition using the body mass, diet and life habit of all wild herbivorous mammal species (n = 502) present during the last 130,000 years. Next, we assessed whether these changes in functional composition were large enough that the resulting assemblages could be considered functionally novel. Finally, we assessed where novel herbivore assemblages would most likely lead to changes in biome state. We found that 47% of assemblages are functionally novel, indicating fundamental changes in herbivore impacts occurred across much of the planet. On 20% of land, functionally novel herbivore assemblages have arisen in areas where alternative biome states are possible depending on the disturbance regime. Thus, in many regions, the late‐Quaternary extinctions and extirpations altered herbivore assemblages so profoundly that there were likely major consequences for ecosystem functioning.

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Australia's recently established predators restore complexity to food webs simplified by extinction

October 2024

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221 Reads

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1 Citation

Current Biology

Since prehistory, humans have altered the composition of ecosystems by causing extinctions and introducing species. However, our understanding of how waves of species extinctions and introductions influence the structure and function of ecological networks through time remains piecemeal. Here, focusing on Australia, which has experienced many extinctions and introductions since the Late Pleistocene, we compared the functional trait composition of Late Pleistocene (130,00–115,000 years before present [ybp]), Holocene (11,700–3,000 ybp), and current Australian mammalian predator assemblages (≥70% vertebrate meat consumption; ≥1 kg adult body mass). We then constructed food webs for each period based on estimated prey body mass preferences. We found that introduced predators are functionally distinct from extinct Australian predators, but they rewire food webs toward a state that closely resembles the Late Pleistocene, prior to the megafauna extinctions. Both Late Pleistocene and current-day food webs consist of an apex predator and three smaller predators. This leads to food web networks with a similar total number of links, link densities, and compartmentalizations. However, this similarity depends on the presence of dingoes: in their absence, food webs become simplified and reminiscent of those following the Late Pleistocene extinctions. Our results suggest that recently established predators, even those implicated in species extinctions and declines, can restore complexity to food webs simplified by extinction.


Reintroducing extirpated herbivores could partially reverse the late Quaternary decline of large and grazing species

February 2021

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516 Reads

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30 Citations

Aim Reinstating large, native herbivores is an essential component of ecological restoration efforts, as these taxa can be important drivers of ecological processes. However, many herbivore species have gone globally or regionally extinct during the last 50,000 years, leaving simplified herbivore assemblages and trophically downgraded ecosystems. Here, we discuss to what extent trophic rewilding can undo these changes by reinstating native herbivores. Location Global. Time period We report functional trait changes from the Late Pleistocene to the present, and estimated trait changes under future scenarios. Major taxa studied Wild, large (≥ 10 kg), terrestrial, mammalian herbivores. Methods We use a functional trait dataset containing all late Quaternary large herbivores ≥ 10 kg to look at changes in the body mass and diet composition of herbivore assemblages, a proxy for species’ ecological effects. First, we assess how these traits have changed from the Late Pleistocene to the present. Next, we quantify how the current body mass and diet composition would change if all extant, wild herbivores were restored to their native ranges (and if no functional replacements were used), exploring scenarios with different baselines. Results Defaunation has primarily removed large and grazing herbivores. Reinstating extant herbivores across their native ranges would reverse these changes, especially when reinstating them to their prehistoric distributions. It would partially restore herbivore body mass and diet composition to pre‐anthropogenic conditions. However, in the absence of complementary interventions (e.g., introducing functional replacements), many herbivore assemblages would remain down‐sized and browser dominated, relative to pre‐anthropogenic conditions. Main conclusions Many terrestrial herbivore assemblages—and hence ecosystems—would remain trophically downgraded, even after bringing back all extant, native herbivores. Therefore, complementary interventions would be required to achieve complete functional restoration. Nevertheless, our findings suggest that reintroducing the remaining native herbivores would diversify the herbivory and disturbances of herbivore assemblages.


Herbivores affect numerous ecological and ecosystem processes. The traits contained in HerbiTraits encapsulate major dimensions of herbivore ecology and its effect on the environment, from affecting local vegetation and soils to influencing global climate. Linkages indicate direct and indirect effects of traits on ecological processes or components, scaling from traits (left-hand side) to globe (right-hand side).
Functional traits of the world’s late Quaternary large-bodied avian and mammalian herbivores

January 2021

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941 Reads

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27 Citations

Scientific Data

Prehistoric and recent extinctions of large-bodied terrestrial herbivores had significant and lasting impacts on Earth’s ecosystems due to the loss of their distinct trait combinations. The world’s surviving large-bodied avian and mammalian herbivores remain among the most threatened taxa. As such, a greater understanding of the ecological impacts of large herbivore losses is increasingly important. However, comprehensive and ecologically-relevant trait datasets for extinct and extant herbivores are lacking. Here, we present HerbiTraits , a comprehensive functional trait dataset for all late Quaternary terrestrial avian and mammalian herbivores ≥10 kg (545 species). HerbiTraits includes key traits that influence how herbivores interact with ecosystems, namely body mass, diet, fermentation type, habitat use, and limb morphology. Trait data were compiled from 557 sources and comprise the best available knowledge on late Quaternary large-bodied herbivores. HerbiTraits provides a tool for the analysis of herbivore functional diversity both past and present and its effects on Earth’s ecosystems.




Figure 2. Correlations between metrics describing individual species' contributions to functional diversity. FUn = functional uniqueness; FSp = functional specialisation; Fdist = functional distinctiveness. The Spearman's rank correlation coefficient is denoted as r.
Figure 3. Top-10 species for metrics combining functional contributions and extinction risk (IUCN rank). A-D) rankings for different metrics (see Methods and Table 1). E) Jaccard similarity of the top-10 species across metric pairs. Species' IUCN status is shown in the lollipops (VU = vulnerable; EN = endangered; CR = critically endangered).
Functionally unique, specialised, and endangered (FUSE) species: towards integrated metrics for the conservation prioritisation toolbox

May 2020

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1,121 Reads

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8 Citations

Identifying species with disproportionate contributions to biodiversity can lead to effective conservation prioritisation. Despite well-established methods for identifying endangered species adding inordinately to evolutionary diversity, in this context functional diversity has been overlooked. Here, we compare different metrics designed to identify threatened species that contribute strongly to functional diversity. We use the diverse and threatened global marine megafauna as a case study. We found that functional contributions of species are not fully captured in a single metric. Although we found a very strong correlation between functional specialisation and distinctiveness, functional uniqueness was only moderately correlated with the other two metrics and identified a different set of top-10 species. These functional contributions were then integrated and combined with extinction risk to identify species that are both important contributors to functional diversity and endangered. For instance, the top-10 Functionally Unique Specialized and Endangered (FUSE) species contains three critically endangered, five endangered and two vulnerable species which - despite comprising only 3% of species - are among the top 10% most functionally unique and hold 15% of the global functional richness. The FUSE index was remarkably robust to different mathematical formulations. Combining one or more facets of a species contribution to functional diversity with endangerment, such as with the FUSE index, adds to the toolbox for conservation prioritisation. Nevertheless, we discuss how these new tools must be handled with care alongside other metrics and information.


Fig. 2. Change in trait space volume and functional dissimilarity. (A) Difference between native-only and inclusive trait space volumes from the LP volume for each continent. Trait space volume is the four-dimensional volume of each trait space (also known as functional richness). Contractions in trait space volume following LP extinctions (native-only points) have been offset by introductions in inclusive assemblages. The dashed line indicates no change from LP. Native only = modern native assemblages (blue); inclusive = native + introduced modern assemblages (gray). (B) Total functional dissimilarity to the LP, calculated from the overlap of four-dimensional trait spaces. Functional dissimilarity (measured as Sørensen's β) is composed of two additive components: nestedness is dissimilarity caused by being a subset of another trait space, while turnover is the degree to which assemblages do not overlap (e.g., novelty).
Fig. 4. The loss and restoration of key metabolic ecosystem functions. Forty-four percent of introductions restore extinct functional groups, restoring 14 of 51 extinct dietary body mass groups across continents. Body mass groups were determined analytically with the Sturges algorithm, which finds natural breakpoints in continuous distributions. Three species introduce novel groups to Australia and Europe. Points indicate species and are jittered randomly for visualization within each cell.
Introduced herbivores restore Late Pleistocene ecological functions

March 2020

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1,354 Reads

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106 Citations

Proceedings of the National Academy of Sciences

Significance Humans have caused extinctions of large-bodied mammalian herbivores over the past ∼100,000 y, leading to cascading changes in ecosystems. Conversely, introductions of herbivores have, in part, numerically compensated for extinction losses. However, the net outcome of the twin anthropogenic forces of extinction and introduction on herbivore assemblages has remained unknown. We found that a primary outcome of introductions has been the reintroduction of key ecological functions, making herbivore assemblages with nonnative species more similar to preextinction ones than native-only assemblages are. Our findings support calls for renewed research on introduced herbivore ecologies in light of paleoecological change and suggest that shifting focus from eradication to landscape and predator protection may have broader biodiversity benefits.


Mammal diversity will take millions of years to recover from the current biodiversity crisis

October 2018

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538 Reads

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171 Citations

Proceedings of the National Academy of Sciences

Significance Biodiversity is more than the number of species on Earth. It is also the amount of unique evolutionary history in the tree of life. We find that losses of this phylogenetic diversity (PD) are disproportionally large in mammals compared with the number of species that have recently gone extinct. This lost PD can only be restored with time as lineages evolve and create new evolutionary history. Without coordinated conservation, it will likely take millions of years for mammals to naturally recover from the biodiversity losses they are predicted to endure over the next 50 y. However, by prioritizing PD in conservation, we could potentially save billions of years of unique evolutionary history and the important ecological functions they may represent.


PHYLACINE 1.2: The Phylogenetic Atlas of Mammal Macroecology

July 2018

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3,712 Reads

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261 Citations

Data needed for macroecological analyses are difficult to compile and often hidden away in supplementary material under non-standardized formats. Phylogenies, range data, and trait data often use conflicting taxonomies and require ad hoc decisions to synonymize species or fill in large amounts of missing data. Furthermore, most available data sets ignore the large impact that humans have had on species ranges and diversity. Ignoring these impacts can lead to drastic differences in diversity patterns and estimates of the strength of biological rules. To help overcome these issues, we assembled PHYLACINE, The Phylogenetic Atlas of Mammal Macroecology. This taxonomically integrated platform contains phylogenies, range maps, trait data, and threat status for all 5,831 known mammal species that lived since the last interglacial (~130,000 years ago until present). PHYLACINE is ready to use directly, as all taxonomy and metadata are consistent across the different types of data, and files are provided in easy-to-use formats. The atlas includes both maps of current species ranges and present natural ranges, which represent estimates of where species would live without anthropogenic pressures. Trait data include body mass and coarse measures of life habit and diet. Data gaps have been minimized through extensive literature searches and clearly labelled imputation of missing values. The PHYLACINE database will be archived here as well as hosted online so that users may easily contribute updates and corrections to continually improve the data. This database will be useful to any researcher who wishes to investigate large-scale ecological patterns. Previous versions of the database have already provided valuable information and have, for instance, shown that megafauna extinctions caused substantial changes in vegetation structure and nutrient transfer patterns across the globe.


Citations (8)


... For example, herbivores with large body sizes have been ubiquitous across terrestrial ecosystems for more than 50 million years, and their widespread absence in mainland ecosystems has not been seen since the early Cenozoic (Janis 2008;Smith et al. 2010;Svenning et al. 2024). Likewise, the low dietary diversity of current assemblages contrasts sharply with the composition of assemblages occurring during the last 10 million years, generally composed of herbivores with a diverse range of dietary strategies (Janis 2008;Schowanek et al. 2021). Recent studies suggest Neogene and Pleistocene megafauna assemblages displayed functional stability over periods of 700,000 years or longer, even though their taxonomic composition was variable (Cooke et al. 2022;Faith et al. 2019;Stegner and Holmes 2013). ...

Reference:

The Late‐Quaternary Extinctions Gave Rise to Functionally Novel Herbivore Assemblages
Reintroducing extirpated herbivores could partially reverse the late Quaternary decline of large and grazing species

... One of the pathways in which herbivore grazing may have positive effects on plant diversity and richness is by limiting light competition [44] and increasing sunlight availability for short plants and seeds to grow [45]. Moreover, large herbivores including horses may also exert ecosystem engineering effects through forest compositional and structural changes [18], enhancing water availability [46], and creating different microhabitats such as defecation concentrations (latrines) [47] and wallowing areas that support higher arthropod diversity [48][49][50]. The grazing and browsing preferences of horses may also result in positive impacts on pasture diversity, increased forb cover [23,43], and pollinator diversity [22]. ...

Functional traits of the world’s late Quaternary large-bodied avian and mammalian herbivores

Scientific Data

... We developed the FUSE INS score to identify species that are both endangered by INS and functionally unique and specialized, meaning they are irreplaceable in terms of functional strategies in the global functional space. Taking advantage of recent improvements in the FUSE and EDGE frameworks (Gouhier & Pillai, 2020;Griffin et al., 2020;Gumbs et al., 2023), we implemented a new method to calculate the FUSE INS score of species and applied it to almost all (not crocodiles, turtles, or snakes) extant terrestrial vertebrates (n = 27,841 species). We relied on 2 major improvements that consider the uncertainty associated with the extinction probability of assessed species, recently developed by Gumbs et al. (2023) (EDGE2) and the severity of the impact of INS on native species, based on the IUCN Red List. ...

Functionally unique, specialised, and endangered (FUSE) species: towards integrated metrics for the conservation prioritisation toolbox

... Megafauna populations are currently extirpated from many parts of the world, and their recoveries in some regions of the Global North are therefore signs of hope and offer opportunities for restoring the functional role of megafauna in ecosystems (Convention on Biological Diversity, 2022; Lundgren et al., 2020;Vynne et al., 2022). However, the persistence of these recovery trends remains uncertain, particularly where megafauna expand into heavily human-modified landscapes. ...

Introduced herbivores restore Late Pleistocene ecological functions

Proceedings of the National Academy of Sciences

... 11; pp. [175][176][177][182][183][16 -28] 2 There is also the fact that any evolutionary moral solution has to be feasible, leading to more general moral solutions, as a practical matter. For example, let a ⊤ := always do that which provides the highest fitness. ...

Mammal diversity will take millions of years to recover from the current biodiversity crisis
  • Citing Article
  • October 2018

Proceedings of the National Academy of Sciences

... With so much at stakes and so much to tell, it is likely we may anticipate a bright, although more math-oriented, future for palaeontology. New papers are coming out (Timmermann et al., 2024) specifically addressing how to use and develop algorithms, now that computer power, the resolution of climatic emulators, and large compilations of the fossil record (Faurby et al., 2018;Soria et al., 2021;Matthews et al., 2024) are all providing new opportunities and avenues for research which young palaeontologist could afford grasping. ...

PHYLACINE 1.2: The Phylogenetic Atlas of Mammal Macroecology

... Our results show that human infrastructure (paths, fences, shelters), watering opportunities (especially the artificial one) and food quantity (proxied by EVI) shape the habitat selection of large herbivores in our study area. Former meadows were preferred over former arable land, rendering prior land use and thus ecological memory an important determinant of space use in line with Schweiger et al. (2019). Within the study site, wetlands are poorly accessible for large herbivores, offer little resources, and were thus avoided. ...

The importance of ecological memory for trophic rewilding as an ecosystem restoration approach

Biological reviews of the Cambridge Philosophical Society

... Presumably, the association of species sensitivity to stressors (Mori et al., 2013;Zavaleta et al., 2009) with their functional uniqueness-a measure of the relative contribution of each species to community functional diversity (Davis, 2017;Pimiento et al., 2020)-may affect the response of functional diversity to species loss. Species sensitivity determines the order of species loss from a community with an increase in stress intensity (Crabot et al., 2021;Datry et al., 2014;Zavaleta et al., 2009), whereas functional uniqueness determines the functional consequence of loss of a single species from the community (Sasaki et al., 2014). ...

What North America's skeleton crew of megafauna tells us about community disassembly