Analyze Diet
Communications biology2022; 5(1); 1038; doi: 10.1038/s42003-022-03993-7

Following the niche: the differential impact of the last glacial maximum on four European ungulates.

Abstract: Predicting the effects of future global changes on species requires a better understanding of the ecological niche dynamics in response to climate; the large climatic fluctuations of the last 50,000 years can be used as a natural experiment to that aim. Here we test whether the realized niche of horse, aurochs, red deer, and wild boar changed between 47,000 and 7500 years ago using paleoecological modelling over an extensive archaeological database. We show that they all changed their niche, with species-specific responses to climate fluctuations. We also suggest that they survived the climatic turnovers thanks to their flexibility and by expanding their niche in response to the extinction of competitors and predators. Irrespective of the mechanism behind such processes, the fact that species with long generation times can change their niche over thousands of years cautions against assuming it to stay constant both when reconstructing the past and predicting the future.
Publication Date: 2022-09-29 PubMed ID: 36175492PubMed Central: PMC9523052DOI: 10.1038/s42003-022-03993-7Google Scholar: Lookup
The Equine Research Bank provides access to a large database of publicly available scientific literature. Inclusion in the Research Bank does not imply endorsement of study methods or findings by Mad Barn.
  • Journal Article
  • Research Support
  • Non-U.S. Gov't

Summary

This research summary has been generated with artificial intelligence and may contain errors and omissions. Refer to the original study to confirm details provided. Submit correction.

This research examines how the last glacial maximum period (approximately 47,000 to 7,500 years ago) affected the ecological niches of four European ungulates: the horse, aurochs, red deer, and wild boar. The study suggests that these species survived the significant climate changes during this period by showing flexibility and expanding their niches due to the extinction of competitors and predators.

Research Objective

  • The primary goal of this study was to determine the manner in which the ecological niches of four European ungulates – the horse, aurochs, red deer, and wild boar – changed during the last glacial maximum period, a time of significant climate fluctuation. The researchers aimed to use this knowledge to better predict the effects of potential future global environmental changes on species.

Methodology

  • The researchers used paleoecological modelling over an extensive archaeological database to conduct their study. This approach allowed them to recreate the ecological conditions of that period and assess the ways these conditions could have affected the ecological niches of these species.

Findings

  • The studys findings suggest that all four species changed their niches during the last glacial maximum period. This shift was a response to the significant fluctuation in climate during the period and occurred in unique ways for each species.
  • The ability of these species to survive under these changing conditions was likely due to their flexibility and the expansion of their niches. This expansion was possibly prompted by the extinction of other species that were competitors or predators, thus reducing the pressure on resources or threat of predation.

Implications and Conclusions

  • The realization that these species with long generation times can change their ecological niche over thousands of years has important implications. This understanding warns against the notion of a static ecological niche for a species when reconstructing the past or predicting the future. Instead, the researchers highlight the necessity of considering the possibility of niche shifts over time due to evolving environmental conditions.

Cite This Article

APA
Leonardi M, Boschin F, Boscato P, Manica A. (2022). Following the niche: the differential impact of the last glacial maximum on four European ungulates. Commun Biol, 5(1), 1038. https://doi.org/10.1038/s42003-022-03993-7

Publication

ISSN: 2399-3642
NlmUniqueID: 101719179
Country: England
Language: English
Volume: 5
Issue: 1
Pages: 1038
PII: 1038

Researcher Affiliations

Leonardi, Michela
  • Evolutionary Ecology Group, Department of Zoology, University of Cambridge, Downing Street, Cambridge, CB2 3EJ, UK. ml897@cam.ac.uk.
Boschin, Francesco
  • U.R. Preistoria e Antropologia, Dipartimento di Scienze Fisiche della Terra e dell'Ambiente, Università degli Studi di Siena, Via Laterina 8, 53100, Siena, Italy. francesco.boschin@unisi.it.
Boscato, Paolo
  • U.R. Preistoria e Antropologia, Dipartimento di Scienze Fisiche della Terra e dell'Ambiente, Università degli Studi di Siena, Via Laterina 8, 53100, Siena, Italy.
Manica, Andrea
  • Evolutionary Ecology Group, Department of Zoology, University of Cambridge, Downing Street, Cambridge, CB2 3EJ, UK.

MeSH Terms

  • Animals
  • Archaeology
  • Databases, Factual
  • Deer
  • Ecosystem
  • Horses
  • Species Specificity
  • Sus scrofa
  • Swine

Conflict of Interest Statement

The authors declare no competing interests.

References

This article includes 61 references
  1. Quintero I, Wiens JJ. Rates of projected climate change dramatically exceed past rates of climatic niche evolution among vertebrate species.. Ecol Lett 2013 Aug;16(8):1095-103.
    pubmed: 23800223doi: 10.1111/ele.12144google scholar: lookup
  2. Monsarrat S, Jarvie S, Svenning JC. Anthropocene refugia: integrating history and predictive modelling to assess the space available for biodiversity in a human-dominated world.. Philos Trans R Soc Lond B Biol Sci 2019 Dec 23;374(1788):20190219.
    pmc: PMC6863493pubmed: 31679484doi: 10.1098/rstb.2019.0219google scholar: lookup
  3. Huntley B, Allen JR, Collingham YC, Hickler T, Lister AM, Singarayer J, Stuart AJ, Sykes MT, Valdes PJ. Millennial climatic fluctuations are key to the structure of last glacial ecosystems.. PLoS One 2013;8(4):e61963.
  4. Allen JRM, Watts WA, Huntley B. Weichselian palynostratigraphy, palaeovegetation and palaeoenvironment; the record from Lago Grande di Monticchio, southern Italy.. Quat. Int. 2000;73–74:91–110.
  5. Bronk Ramsey C. Bayesian analysis of radiocarbon dates.. Radiocarbon 2009;51:337–360.
  6. Fordham DA. PaleoView: a tool for generating continuous climate projections spanning the last 21 000 years at regional and global scales.. Ecography (Cop.) 2017;40:1348–1358.
  7. Krapp M, Beyer R, Edmundson SL, Valdes PJ, Manica A. A comprehensive climate history of the last 800 thousand years.. EarthArXiv 2019.
  8. Beyer RM, Krapp M, Manica A. High-resolution terrestrial climate, bioclimate and vegetation for the last 120,000 years.. Sci Data 2020 Jul 14;7(1):236.
    pmc: PMC7360617pubmed: 32665576doi: 10.1038/s41597-020-0552-1google scholar: lookup
  9. Elith J, Leathwick JR. Species distribution models: ecological explanation and prediction across space and time.. Annu. Rev. Ecol. Evol. Syst. 2009;40:677–697.
  10. Hutchinson GE. Concludig remarks.. Cold Spring Harb. Symp. Quant. Biol. 1957;22:415–427.
  11. Leonardi M, Boschin F, Giampoudakis K, Beyer RM, Krapp M, Bendrey R, Sommer R, Boscato P, Manica A, Nogues-Bravo D, Orlando L. Late Quaternary horses in Eurasia in the face of climate and vegetation change.. Sci Adv 2018 Jul;4(7):eaar5589.
    pmc: PMC6059734pubmed: 30050986doi: 10.1126/sciadv.aar5589google scholar: lookup
  12. Giampoudakis K. Niche dynamics of Palaeolithic modern humans during the settlement of the Palaearctic.. Glob. Ecol. Biogeogr. 2017;26:359–370.
  13. Lorenzen ED, Nogués-Bravo D, Orlando L, Weinstock J, Binladen J, Marske KA, Ugan A, Borregaard MK, Gilbert MT, Nielsen R, Ho SY, Goebel T, Graf KE, Byers D, Stenderup JT, Rasmussen M, Campos PF, Leonard JA, Koepfli KP, Froese D, Zazula G, Stafford TW Jr, Aaris-Sørensen K, Batra P, Haywood AM, Singarayer JS, Valdes PJ, Boeskorov G, Burns JA, Davydov SP, Haile J, Jenkins DL, Kosintsev P, Kuznetsova T, Lai X, Martin LD, McDonald HG, Mol D, Meldgaard M, Munch K, Stephan E, Sablin M, Sommer RS, Sipko T, Scott E, Suchard MA, Tikhonov A, Willerslev R, Wayne RK, Cooper A, Hofreiter M, Sher A, Shapiro B, Rahbek C, Willerslev E. Species-specific responses of Late Quaternary megafauna to climate and humans.. Nature 2011 Nov 2;479(7373):359-64.
    pmc: PMC4070744pubmed: 22048313doi: 10.1038/nature10574google scholar: lookup
  14. Queirós J, Acevedo P, Santos JPV, Barasona J, Beltran-Beck B, González-Barrio D, Armenteros JA, Diez-Delgado I, Boadella M, Fernandéz de Mera I, Ruiz-Fons JF, Vicente J, de la Fuente J, Gortázar C, Searle JB, Alves PC. Red deer in Iberia: Molecular ecological studies in a southern refugium and inferences on European postglacial colonization history.. PLoS One 2019;14(1):e0210282.
  15. Metcalf JL, Prost S, Nogués-Bravo D, DeChaine EG, Anderson C, Batra P, Araújo MB, Cooper A, Guralnick RP. Integrating multiple lines of evidence into historical biogeography hypothesis testing: a Bison bison case study.. Proc Biol Sci 2014 Feb 22;281(1777):20132782.
    pmc: PMC3896022pubmed: 24403338doi: 10.1098/rspb.2013.2782google scholar: lookup
  16. Maiorano L. Building the niche through time: Using 13,000 years of data to predict the effects of climate change on three tree species in Europe.. Glob. Ecol. Biogeogr. 2013;22:302–317.
  17. Clay TA, Phillips RA, Manica A, Jackson HA, Brooke MDL. Escaping the oligotrophic gyre? The year-round movements, foraging behaviour and habitat preferences of Murphy’s petrels.. Mar. Ecol. Prog. Ser. 2017;579:139–155.
  18. Sagarese SR. Application of generalized additive models to examine ontogenetic and seasonal distributions of spiny dogfish (Squalus acanthias) in the Northeast (US) shelf large marine ecosystem.. Can. J. Fish. Aquat. Sci. 2014;71:847–877.
  19. Frankish CK, Manica A, Phillips RA. Effects of age on foraging behavior in two closely related albatross species.. Mov Ecol 2020;8:7.
    pmc: PMC7006180pubmed: 32047635doi: 10.1186/s40462-020-0194-0google scholar: lookup
  20. Sommer RS. Late Quaternary distribution dynamics and phylogeography of the red deer (Cervus elaphus) in Europe.. Quat. Sci. Rev. 2008;27:714–733.
  21. Musil R. The Middle and Upper Palaeolithic game suite in central and southeastern Europe.. in Neanderthals and modern humans in the European landscape during the Last Glaciation: archaeological results of the Stage 3 Project (eds. van Handel, T. H. & Davies, W.) 167–180 (McDonald Institute Monographs, 2003).
  22. Sommer RS. Late Pleistocene and Holocene History of Mammals in Europe.. in Handbook of the mammals of Europe (eds. Hackländer, K. & Zachos, F. E.) 1–14 (Springer Nature, 2020).
  23. Delpech F. Les faunes du paléolithique supérieur dans le Sud-Ouest de la France.. Cahiers du Quaternaire n° 6. (Éditions du CNRS, 1983).
  24. Boschin F, Boscato P, Berto C, Crezzini J, Ronchitelli A. The palaeoecological meaning of macromammal remains from archaeological sites exemplified by the case study of Grotta Paglicci (Upper Palaeolithic, southern Italy). Quat. Res. 2018;90:470–482.
  25. Hirzel AH, Le Lay G, Helfer V, Randin C, Guisan A. Evaluating the ability of habitat suitability models to predict species presences.. Ecol. Modell. 2006;199:142–152.
  26. Boyce MS, Vernier PR, Nielsen SE, Schmiegelow FKA. Evaluating resource selection functions.. Ecol. Modell. 2002;157:281–300.
  27. Simpson GL, Singmann H. gratia.. https://gavinsimpson.github.io/gratia/index.html (2020).
  28. Sommer RS, Benecke N, Lõugas L, Nelle O, Schmölcke U. Holocene survival of the wild horse in Europe: a matter of open landscape?. J. Quat. Sci. 2011;26:805–812.
  29. Bendrey R. From wild horses to domestic horses: a European perspective.. World Archaeol. 2012;44:135–157.
  30. Olsen SL. Early horse domestication on the Eurasian steppe.. in Documenting domestication: new genetic and archaeological paradigms (eds. Zeder, M. A., Bradley, D. G., Emshwiller, E. & Smith, B. D.) 245–269 (University of California Press, Berkeley, 2006).
  31. Sommer RS, Hegge C, Schmölcke U. Lack of support for adaptation of post-glacial horses to woodlands.. Nat Ecol Evol 2018 Apr;2(4):582-583.
    pubmed: 29459710doi: 10.1038/s41559-018-0491-9google scholar: lookup
  32. Sommer RS, Nadachowski A. Glacial refugia of mammals in Europe: evidence from fossil records.. Mamm. Rev. 2006;36:251–265.
  33. Sommer RS, Zachos FE. Fossil evidence and phylogeography of temperate species: ‘glacial refugia’ and post-glacial recolonization.. J. Biogeogr. 2009;36:2013–2020.
  34. Meiri M, Lister AM, Higham TF, Stewart JR, Straus LG, Obermaier H, González Morales MR, Marín-Arroyo AB, Barnes I. Late-glacial recolonization and phylogeography of European red deer (Cervus elaphus L.).. Mol Ecol 2013 Sep;22(18):4711-22.
    pubmed: 23927498doi: 10.1111/mec.12420google scholar: lookup
  35. Schmitt T, Varga Z. Extra-Mediterranean refugia: The rule and not the exception?. Front Zool 2012 Sep 6;9(1):22.
    pmc: PMC3462695pubmed: 22953783doi: 10.1186/1742-9994-9-22google scholar: lookup
  36. Provan J, Bennett KD. Phylogeographic insights into cryptic glacial refugia.. Trends Ecol Evol 2008 Oct;23(10):564-71.
    pubmed: 18722689doi: 10.1016/j.tree.2008.06.010google scholar: lookup
  37. Maier A. Population and settlement dynamics from the Gravettian to the Magdalenian.. Mitteilungen der Gesellschaft für Urgeschichte 26, (2017).
  38. Mona S, Catalano G, Lari M, Larson G, Boscato P, Casoli A, Sineo L, Di Patti C, Pecchioli E, Caramelli D, Bertorelle G. Population dynamic of the extinct European aurochs: genetic evidence of a north-south differentiation pattern and no evidence of post-glacial expansion.. BMC Evol Biol 2010 Mar 26;10:83.
    pmc: PMC2858146pubmed: 20346116doi: 10.1186/1471-2148-10-83google scholar: lookup
  39. Lari M, Rizzi E, Mona S, Corti G, Catalano G, Chen K, Vernesi C, Larson G, Boscato P, De Bellis G, Cooper A, Caramelli D, Bertorelle G. The complete mitochondrial genome of an 11,450-year-old aurochsen (Bos primigenius) from Central Italy.. BMC Evol Biol 2011 Jan 31;11:32.
    pmc: PMC3039592pubmed: 21281509doi: 10.1186/1471-2148-11-32google scholar: lookup
  40. Fages A, Hanghøj K, Khan N, Gaunitz C, Seguin-Orlando A, Leonardi M, McCrory Constantz C, Gamba C, Al-Rasheid KAS, Albizuri S, Alfarhan AH, Allentoft M, Alquraishi S, Anthony D, Baimukhanov N, Barrett JH, Bayarsaikhan J, Benecke N, Bernáldez-Sánchez E, Berrocal-Rangel L, Biglari F, Boessenkool S, Boldgiv B, Brem G, Brown D, Burger J, Crubézy E, Daugnora L, Davoudi H, de Barros Damgaard P, de Los Ángeles de Chorro Y de Villa-Ceballos M, Deschler-Erb S, Detry C, Dill N, do Mar Oom M, Dohr A, Ellingvåg S, Erdenebaatar D, Fathi H, Felkel S, Fernández-Rodríguez C, García-Viñas E, Germonpré M, Granado JD, Hallsson JH, Hemmer H, Hofreiter M, Kasparov A, Khasanov M, Khazaeli R, Kosintsev P, Kristiansen K, Kubatbek T, Kuderna L, Kuznetsov P, Laleh H, Leonard JA, Lhuillier J, Liesau von Lettow-Vorbeck C, Logvin A, Lõugas L, Ludwig A, Luis C, Arruda AM, Marques-Bonet T, Matoso Silva R, Merz V, Mijiddorj E, Miller BK, Monchalov O, Mohaseb FA, Morales A, Nieto-Espinet A, Nistelberger H, Onar V, Pálsdóttir AH, Pitulko V, Pitskhelauri K, Pruvost M, Rajic Sikanjic P, Rapan Papeša A, Roslyakova N, Sardari A, Sauer E, Schafberg R, Scheu A, Schibler J, Schlumbaum A, Serrand N, Serres-Armero A, Shapiro B, Sheikhi Seno S, Shevnina I, Shidrang S, Southon J, Star B, Sykes N, Taheri K, Taylor W, Teegen WR, Trbojević Vukičević T, Trixl S, Tumen D, Undrakhbold S, Usmanova E, Vahdati A, Valenzuela-Lamas S, Viegas C, Wallner B, Weinstock J, Zaibert V, Clavel B, Lepetz S, Mashkour M, Helgason A, Stefánsson K, Barrey E, Willerslev E, Outram AK, Librado P, Orlando L. Tracking Five Millennia of Horse Management with Extensive Ancient Genome Time Series.. Cell 2019 May 30;177(6):1419-1435.e31.
    pmc: PMC6547883pubmed: 31056281doi: 10.1016/j.cell.2019.03.049google scholar: lookup
  41. Warmuth V, Eriksson A, Bower MA, Cañon J, Cothran G, Distl O, Glowatzki-Mullis ML, Hunt H, Luís C, do Mar Oom M, Yupanqui IT, Ząbek T, Manica A. European domestic horses originated in two holocene refugia.. PLoS One 2011 Mar 30;6(3):e18194.
  42. Leonardi M, Hallett EY, Beyer R, Krapp M, Manica A. pastclim: an R package to easily access and use paleoclimatic reconstructions.. bioRxiv 2022.
    doi: 10.1101/2022.05.18.492456google scholar: lookup
  43. Davis AJ, Jenkinson LS, Lawton JH, Shorrocks B, Wood S. Making mistakes when predicting shifts in species range in response to global warming.. Nature 1998 Feb 19;391(6669):783-6.
    pubmed: 9486646doi: 10.1038/35842google scholar: lookup
  44. Bartlett LJ. Robustness despite uncertainty: regional climate data reveal the dominant role of humans in explaining global extinctions of Late Quaternary megafauna.. Ecography (Cop.) 2016;39:152–161.
  45. Stuart AJ, Lister AM. Patterns of Late Quaternary megafaunal extinctions in Europe and northern Asia.. Cour. Forsch.-Inst. Senckenb. 259, (2007).
  46. Baca M. Impact of climatic changes in the late pleistocene on migrations and extinction of mammals in Europe: Four case studies.. Geol. Q. 2017;61:291–304.
  47. Posth C, Renaud G, Mittnik A, Drucker DG, Rougier H, Cupillard C, Valentin F, Thevenet C, Furtwängler A, Wißing C, Francken M, Malina M, Bolus M, Lari M, Gigli E, Capecchi G, Crevecoeur I, Beauval C, Flas D, Germonpré M, van der Plicht J, Cottiaux R, Gély B, Ronchitelli A, Wehrberger K, Grigorescu D, Svoboda J, Semal P, Caramelli D, Bocherens H, Harvati K, Conard NJ, Haak W, Powell A, Krause J. Pleistocene Mitochondrial Genomes Suggest a Single Major Dispersal of Non-Africans and a Late Glacial Population Turnover in Europe.. Curr Biol 2016 Mar 21;26(6):827-33.
    pubmed: 26853362doi: 10.1016/j.cub.2016.01.037google scholar: lookup
  48. Banks WE. Investigating links between ecology and bifacial tool types in Western Europe during the Last Glacial Maximum.. J. Archaeol. Sci. 2009;36:2853–2867.
  49. Urban MC. Climate change. Accelerating extinction risk from climate change.. Science 2015 May 1;348(6234):571-3.
    pubmed: 25931559doi: 10.1126/science.aaa4984google scholar: lookup
  50. Beyer R, Manica A. Range Sizes of the World's Mammals, Birds, and Amphibians from the Mid-Holocene to the Industrial Period.. Animals (Basel) 2021 Dec 15;11(12).
    pmc: PMC8698007pubmed: 34944335doi: 10.3390/ani11123561google scholar: lookup
  51. Reimer PJ. The IntCal20 Northern Hemisphere Radiocarbon Age Calibration Curve (0–55 cal kBP). Radiocarbon 2020;62:725–757.
  52. Green RH. Sampling design and statistical methods for environmental biologists.. (Wiley, 1979).
  53. Guisan A, Thuiller W, Zimmermann NE. Habitat suitability and distribution models: With applications in R.. 10.1017/9781139028271 (2017).
  54. Wood SN. Generalized Additive Models: An Introduction with R, Second Edition. (CRC Press, 2017). 10.1201/9781315370279.
  55. Wood SN. Fast stable direct fitting and smoothness selection for generalized additive models.. J. R. Stat. Soc. Ser. B(Statistical Methodol.) 70, 495–518 (2008).
  56. Wood SN. Stable and efficient multiple smoothing parameter estimation for generalized additive models.. 10.1198/01621450400000098099, 673–686 (2012).
  57. Hartig F. DHARMa: residual diagnostics for hierarchical (multi-level/mixed) regression models.. R package version 0.4.4. https://cran.r-project.org/package=DHARMa (2021).
  58. Jiménez-Valverde A, Acevedo P, Barbosa AM, Lobo JM, Real R. Discrimination capacity in species distribution models depends on the representativeness of the environmental domain.. Glob. Ecol. Biogeogr. 2013.
  59. Warren DL, Matzke NJ, Iglesias TL. Evaluating species distribution models with discrimination accuracy is uninformative for many applications.. bioRxiv 684399 (2019).
    doi: 10.1101/684399google scholar: lookup
  60. Araújo MB, New M. Ensemble forecasting of species distributions.. Trends Ecol Evol 2007 Jan;22(1):42-7.
    pubmed: 17011070doi: 10.1016/j.tree.2006.09.010google scholar: lookup
  61. Di Cola V. ecospat: an R package to support spatial analyses and modeling of species niches and distributions.. Ecography (Cop.) 2017;40:774–787.

Citations

This article has been cited 7 times.
  1. Pettrich LC, King R, Field LM, Waldvogel AM. High-quality genome assembly of Chironomus riparius and its population history in European populations. G3 (Bethesda) 2025 Dec 10;15(12).
    doi: 10.1093/g3journal/jkaf189pubmed: 41104632google scholar: lookup
  2. Hallett EY, Leonardi M, Cerasoni JN, Will M, Beyer R, Krapp M, Kandel AW, Manica A, Scerri EML. Major expansion in the human niche preceded out of Africa dispersal. Nature 2025 Aug;644(8075):115-121.
    doi: 10.1038/s41586-025-09154-0pubmed: 40533559google scholar: lookup
  3. MacNeil L, Madiraca F, Otto S, Scotti M. Spatial Change of Dominant Baltic Sea Demersal Fish Across Two Decades. Ecol Evol 2025 Apr;15(4):e71309.
    doi: 10.1002/ece3.71309pubmed: 40260150google scholar: lookup
  4. Xu Y, Liu X, Yang A, Hao Z, Li X, Li D, Yu X, Ye X. Evaluating Past Range Shifts and Niche Dynamics of Giant Pandas Since the Last Interglacial. Animals (Basel) 2025 Mar 12;15(6).
    doi: 10.3390/ani15060801pubmed: 40150330google scholar: lookup
  5. Erven JAM, Mattiangeli V, Dreshaj M, Mullin VE, Rossi C, Daly KG, Jackson I, Parker Pearson M, Bradley DG, Frantz LAF, Madsen O, Raemaekers D, Çakirlar C. Archaeogenomic insights into commensalism and regional variation in pig management in Neolithic northwest Europe. Proc Natl Acad Sci U S A 2025 Mar 25;122(12):e2410235122.
    doi: 10.1073/pnas.2410235122pubmed: 40096601google scholar: lookup
  6. Rossi C, Sinding MS, Mullin VE, Scheu A, Erven JAM, Verdugo MP, Daly KG, Ciucani MM, Mattiangeli V, Teasdale MD, Diquelou D, Manin A, Bangsgaard P, Collins M, Lord TC, Zeibert V, Zorzin R, Vinter M, Timmons Z, Kitchener AC, Street M, Haruda AF, Tabbada K, Larson G, Frantz LAF, Gehlen B, Alhaique F, Tagliacozzo A, Fornasiero M, Pandolfi L, Karastoyanova N, Sørensen L, Kiryushin K, Ekström J, Mostadius M, Grandal-d'Anglade A, Vidal-Gorosquieta A, Benecke N, Kropp C, Grushin SP, Gilbert MTP, Merts I, Merts V, Outram AK, Rosengren E, Kosintsev P, Sablin M, Tishkin AA, Makarewicz CA, Burger J, Bradley DG. The genomic natural history of the aurochs. Nature 2024 Nov;635(8037):136-141.
    doi: 10.1038/s41586-024-08112-6pubmed: 39478219google scholar: lookup
  7. Davoli M, Svenning JC. Future changes in society and climate may strongly shape wild large-herbivore faunas across Europe. Philos Trans R Soc Lond B Biol Sci 2024 May 27;379(1902):20230334.
    doi: 10.1098/rstb.2023.0334pubmed: 38583466google scholar: lookup