1
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Wei L, Sanczuk P, De Pauw K, Caron MM, Selvi F, Hedwall PO, Brunet J, Cousins SAO, Plue J, Spicher F, Gasperini C, Iacopetti G, Orczewska A, Uria-Diez J, Lenoir J, Vangansbeke P, De Frenne P. Using warming tolerances to predict understory plant responses to climate change. GLOBAL CHANGE BIOLOGY 2024; 30:e17064. [PMID: 38273565 DOI: 10.1111/gcb.17064] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/22/2023] [Revised: 10/27/2023] [Accepted: 11/06/2023] [Indexed: 01/27/2024]
Abstract
Climate change is pushing species towards and potentially beyond their critical thermal limits. The extent to which species can cope with temperatures exceeding their critical thermal limits is still uncertain. To better assess species' responses to warming, we compute the warming tolerance (ΔTniche ) as a thermal vulnerability index, using species' upper thermal limits (the temperature at the warm limit of their distribution range) minus the local habitat temperature actually experienced at a given location. This metric is useful to predict how much more warming species can tolerate before negative impacts are expected to occur. Here we set up a cross-continental transplant experiment involving five regions distributed along a latitudinal gradient across Europe (43° N-61° N). Transplant sites were located in dense and open forests stands, and at forest edges and in interiors. We estimated the warming tolerance for 12 understory plant species common in European temperate forests. During 3 years, we examined the effects of the warming tolerance of each species across all transplanted locations on local plant performance, in terms of survival, height, ground cover, flowering probabilities and flower number. We found that the warming tolerance (ΔTniche ) of the 12 studied understory species was significantly different across Europe and varied by up to 8°C. In general, ΔTniche were smaller (less positive) towards the forest edge and in open stands. Plant performance (growth and reproduction) increased with increasing ΔTniche across all 12 species. Our study demonstrated that ΔTniche of understory plant species varied with macroclimatic differences among regions across Europe, as well as in response to forest microclimates, albeit to a lesser extent. Our findings support the hypothesis that plant performance across species decreases in terms of growth and reproduction as local temperature conditions reach or exceed the warm limit of the focal species.
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Affiliation(s)
- Liping Wei
- CAS Engineering Laboratory for Vegetation Ecosystem Restoration on Islands and Coastal Zones, South China Botanical Garden, Chinese Academy of Sciences, Guangzhou, China
- Forest & Nature Lab, Department of Environment, Faculty of Bioscience Engineering, Ghent University, Melle-Gontrode, Belgium
| | - Pieter Sanczuk
- Forest & Nature Lab, Department of Environment, Faculty of Bioscience Engineering, Ghent University, Melle-Gontrode, Belgium
| | - Karen De Pauw
- Forest & Nature Lab, Department of Environment, Faculty of Bioscience Engineering, Ghent University, Melle-Gontrode, Belgium
| | - Maria Mercedes Caron
- Consejo Nacional de Investigaciones Científicas y Técnicas, Instituto Multidisciplinario de Biología Vegetal (IMBIV), CONICET, Córdoba, Argentina
- European Forest Institute-Mediterranean Facility, Barcelona, Spain
| | - Federico Selvi
- Department of Agriculture, Food, Environment and Forestry, University of Florence, Florence, Italy
| | - Per-Ola Hedwall
- Southern Swedish Forest Research Centre, Swedish University of Agricultural Sciences, Lomma, Sweden
| | - Jörg Brunet
- Southern Swedish Forest Research Centre, Swedish University of Agricultural Sciences, Lomma, Sweden
| | - Sara A O Cousins
- Landscapes, Environment and Geomatics, Department of Physical Geography, Stockholm University, Stockholm, Sweden
| | - Jan Plue
- Department of Urban and Rural Development, SLU Swedish Biodiversity Centre (CBM), Institutionen för stad och land, Uppsala, Sweden
| | - Fabien Spicher
- UMR CNRS 7058 Ecologie et Dynamique des Systèmes Anthropisés (EDYSAN), Université de Picardie Jules Verne, Amiens, France
| | - Cristina Gasperini
- Department of Agriculture, Food, Environment and Forestry, University of Florence, Florence, Italy
| | - Giovanni Iacopetti
- Department of Agriculture, Food, Environment and Forestry, University of Florence, Florence, Italy
| | - Anna Orczewska
- Institute of Biology, Biotechnology and Environmental Protection, Faculty of Natural Sciences, University of Silesia, Katowice, Poland
| | - Jaime Uria-Diez
- Department of Forest Sciences, NEIKER-Basque Institute for Agricultural Research and Development, Basque Research and Technology Alliance (BRTA), Derio, Spain
| | - Jonathan Lenoir
- UMR CNRS 7058 Ecologie et Dynamique des Systèmes Anthropisés (EDYSAN), Université de Picardie Jules Verne, Amiens, France
| | - Pieter Vangansbeke
- Forest & Nature Lab, Department of Environment, Faculty of Bioscience Engineering, Ghent University, Melle-Gontrode, Belgium
- Earth and Life Institute, Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - Pieter De Frenne
- Forest & Nature Lab, Department of Environment, Faculty of Bioscience Engineering, Ghent University, Melle-Gontrode, Belgium
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2
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Charre‐Medellín JF, Ferrer‐Ferrando D, Monterrubio‐Rico TC, Fernández‐López J, Acevedo P. Using species distribution modeling to generate relative abundance information in socio-politically unstable territories: Conservation of Felidae in the central-western region of Mexico. Ecol Evol 2023; 13:e10534. [PMID: 37727774 PMCID: PMC10505758 DOI: 10.1002/ece3.10534] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2023] [Revised: 08/30/2023] [Accepted: 09/04/2023] [Indexed: 09/21/2023] Open
Abstract
The distribution range and population abundance of species provide fundamental information on the species-habitat relationship required for management and conservation. Abundance inherently provides more information about the ecology of species than do occurrence data. However, information on abundance is scarce for most species, mainly at large spatial scales. The objective of this work was, therefore, to provide information regarding the population status of six wild felids inhabiting territories in Mexico that are inaccessible or politically unstable. This was done using species distribution models derived from occurrence data. We used distribution data at a continental scale for the wild felids inhabiting Mexico: jaguar (Panthera onca), bobcat (Lynx rufus), ocelot (Leopardus pardalis), cougar (Puma concolor), margay (Leopardus wiedii), and jaguarundi (Herpailurus yagouaroundi) to predict environmental suitability (estimated by both Maxent and the distance to niche centroid, DNC). Suitability was then examined by relating to a capture rate-based index, in a well-monitored area in central western Mexico in order to assess their performance as proxies of relative abundance. Our results indicate that the environmental suitability patterns predicted by both algorithms were comparable. However, the strength of the relationship between the suitability and relative abundance of local populations differed across species and between algorithms, with the bobcat and DNC, respectively, having the best fit, although the relationship was not consistent in all the models. This paper presents the potential of implementing species distribution models in order to predict the relative abundance of wild felids in Mexico and offers guidance for the proper interpretation of the relationship between suitability and population abundance. The results obtained provide a robust information base on which to outline specific conservation actions and on which to examine the potential status of endangered species inhabiting remote or politically unstable territories in which on-field monitoring programs are not feasible.
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Affiliation(s)
- Juan F. Charre‐Medellín
- National School of Higher StudiesUniversidad Nacional Autónoma de MéxicoMoreliaMexico
- Laboratory of Priority Terrestrial Vertebrates, Faculty of BiologyUniversidad Michoacana de San Nicolás de HidalgoMoreliaMexico
| | - David Ferrer‐Ferrando
- Instituto de Investigación en Recursos Cinegéticos (IREC), CSIC‐UCLM‐JCCMCiudad RealSpain
| | - Tiberio C. Monterrubio‐Rico
- Laboratory of Priority Terrestrial Vertebrates, Faculty of BiologyUniversidad Michoacana de San Nicolás de HidalgoMoreliaMexico
| | | | - Pelayo Acevedo
- Instituto de Investigación en Recursos Cinegéticos (IREC), CSIC‐UCLM‐JCCMCiudad RealSpain
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3
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Monnier-Corbel A, Robert A, Hingrat Y, Benito BM, Monnet AC. Species Distribution Models predict abundance and its temporal variation in a steppe bird population. Glob Ecol Conserv 2023. [DOI: 10.1016/j.gecco.2023.e02442] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/30/2023] Open
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4
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Oliveira MLD, Peres PHDF, Grotta-Neto F, Vogliotti A, Passos FDC, Duarte JMB. Using niche modelling and human influence index to indicate conservation priorities for Atlantic forest deer species. J Nat Conserv 2022. [DOI: 10.1016/j.jnc.2022.126262] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/15/2022]
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5
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Ferrer-Sánchez Y, Rodríguez-Estrella R. Identifying best conservation areas for an endangered and endemic raptor in Cuba through abundance spatial modeling: A niche-centroid distances approach. Glob Ecol Conserv 2021. [DOI: 10.1016/j.gecco.2021.e01877] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
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6
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Marchioro CA, Krechemer FS. Prevention is better than cure: Integrating habitat suitability and invasion threat to assess global biological invasion risk by insect pests under climate change. PEST MANAGEMENT SCIENCE 2021; 77:4510-4520. [PMID: 34032370 DOI: 10.1002/ps.6486] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/13/2021] [Revised: 04/23/2021] [Accepted: 05/25/2021] [Indexed: 06/12/2023]
Abstract
BACKGROUND Invasive alien species cause substantial impacts on ecosystem, economy, and public health. Therefore, identifying areas at risk of invasion and establishment is essential for the development and implementation of preventive measures. In this study, we integrated information on species habitat suitability, location of airports and ports, and invasion threat maps to assess global invasion risk under climate change using the cucurbit beetle, Diabrotica speciosa (Germar, 1824), as a model organism. RESULTS Suitable and optimal habitats for D. speciosa were estimated in several regions beyond its native range and comprised all continents. A decrease in the extent of suitable and optimal habitats for D. speciosa was predicted in different climate change scenarios, resulting in a reduction in invasion risk in most regions. However, regions such as western Europe and isolated areas in southern Asia and Oceania were predicted to face an increase in invasion risk under climate change. Invasion pathways via airports and ports were identified in all continents. CONCLUSION Our findings can be used in the development of phytosanitary measures against D. speciosa in high-risk areas. Furthermore, the approach used in this study provides a framework for estimating the global risk of invasion by insect pests and other terrestrial organisms in different climate change scenarios. This information can be used by policy makers to develop preventive measures against species with potential to invade and spread in regions beyond their native range. © 2021 Society of Chemical Industry.
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Affiliation(s)
- Cesar A Marchioro
- Graduate Program in Natural and Agricultural Ecosystems, Department of Agriculture, Biodiversity and Forests, Federal University of Santa Catarina, Curitibanos, Brazil
| | - Flavia S Krechemer
- Federal University of Santa Catarina, Campus of Curitibanos, Curitibanos, Brazil
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7
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Altamiranda-Saavedra M, Osorio-Olvera L, Yáñez-Arenas C, Marín-Ortiz JC, Parra-Henao G. Geographic abundance patterns explained by niche centrality hypothesis in two Chagas disease vectors in Latin America. PLoS One 2020; 15:e0241710. [PMID: 33147272 PMCID: PMC7641389 DOI: 10.1371/journal.pone.0241710] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2020] [Accepted: 10/19/2020] [Indexed: 11/18/2022] Open
Abstract
Ecoepidemiological scenarios for Chagas disease transmission are complex, so vector control measures to decrease human–vector contact and prevent infection transmission are difficult to implement in all geographic contexts. This study assessed the geographic abundance patterns of two vector species of Chagas disease: Triatoma maculata (Erichson, 1848) and Rhodnius pallescens (Barber, 1932) in Latin America. We modeled their potential distribution using the maximum entropy algorithm implemented in Maxent and calculated distances to their niche centroid by fitting a minimum-volume ellipsoid. In addition, to determine which method would accurately explain geographic abundance patterns, we compared the correlation between population abundance and the distance to the ecological niche centroid (DNC) and between population abundance and Maxent environmental suitability. The potential distribution estimated for T. maculata showed that environmental suitability covers a large area, from Panama to Northern Brazil. R. pallescens showed a more restricted potential distribution, with environmental suitability covering mostly the coastal zone of Costa Rica and some areas in Nicaragua, Honduras, Belize and the Yucatán Peninsula in Mexico, northern Colombia, Acre, and Rondônia states in Brazil, as well as a small region of the western Brazilian Amazon. We found a negative slope in the relationship between population abundance and the DNC in both species. R. pallecens has a more extensive potential latitudinal range than previously reported, and the distribution model for T. maculata corroborates previous studies. In addition, population abundance increases according to the niche centroid proximity, indicating that population abundance is limited by the set of scenopoetic variables at coarser scales (non-interactive variables) used to determine the ecological niche. These findings might be used by public health agencies in Latin America to implement actions and support programs for disease prevention and vector control, identifying areas in which to expand entomological surveillance and maintain chemical control, in order to decrease human–vector contact.
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Affiliation(s)
- Mariano Altamiranda-Saavedra
- Centro de Investigación en Salud para el Trópico (CIST), Universidad Cooperativa de Colombia, Santa Marta, Colombia
- Politécnico Colombiano Jaime Isaza Cadavid, Medellín, Antioquia, Colombia
- * E-mail:
| | - Luis Osorio-Olvera
- Department of Ecology and Evolutionary Biology, University of Kansas, Lawrence, Kansas, United States of America
| | - Carlos Yáñez-Arenas
- Laboratorio de Ecología Geográfica, Unidad de Conservación de la Biodiversidad, UMDI-Sisal, Facultad de Ciencias, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - Juan Carlos Marín-Ortiz
- Departamento de Ciencias Agrarias, Universidad Nacional de Colombia, Facultad de Ciencias Agrarias, Medellín, Colombia
| | - Gabriel Parra-Henao
- Centro de Investigación en Salud para el Trópico (CIST), Universidad Cooperativa de Colombia, Santa Marta, Colombia
- National Health Institute (Instituto Nacional de Salud), Bogotá, Colombia
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8
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Williams HM, Siegrist J, Wilson AM. Support for a relationship between demography and modeled habitat suitability is scale dependent for the purple martin Progne subis. J Anim Ecol 2020; 90:356-366. [PMID: 33090459 DOI: 10.1111/1365-2656.13369] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2020] [Accepted: 09/29/2020] [Indexed: 11/28/2022]
Abstract
Species distribution models (SDMs) estimate habitat suitability for species in geographic space. They are extensively used in conservation under the assumption that there is a positive relationship between habitat suitability and species success and stability. Given the difficulties in obtaining demographic data across a species' range, this assumption is rarely tested. Here we provide a range-wide test of this relationship for the eastern subspecies of purple martin Progne subis subis. We build a well-supported SDM for the breeding range of the purple martin, and pair it with an unparalleled demographic dataset of nest success and local and regional abundance data for the species to test the proposed link between habitat suitability and fecundity and demography. We find a positive relationship between regional abundance and habitat suitability but no relationship between local abundance or fecundity and habitat suitability. Our data suggest that local success is driven largely by biotic and stochastic factors and raise the possibility that purple martins are experiencing a time lag in their distribution. More broadly our results call for caution in how we interpret SDMs and do not support the assumption that areas of high habitat suitability are the best areas for species persistence.
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Affiliation(s)
- Heather M Williams
- Department of Environment and Sustainability, State University of New York at Buffalo, Buffalo, NY, USA
| | - Joe Siegrist
- Purple Martin Conservation Association, Erie, PA, USA
| | - Adam M Wilson
- Department of Environment and Sustainability, State University of New York at Buffalo, Buffalo, NY, USA.,Department of Geography, State University of New York at Buffalo, Buffalo, NY, USA
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9
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Zanin M, Gonzalez-Borrajo N, ChÁvez C, Rubio Y, Harmsen B, Keller C, Villalva P, Srbek-Araujo AC, Costa LP, Palomares F. The differential genetic signatures related to climatic landscapes for jaguars and pumas on a continental scale. Integr Zool 2020; 16:2-18. [PMID: 32929877 DOI: 10.1111/1749-4877.12486] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
Modern and paleoclimate changes may have altered species dynamics by shifting species' niche suitability over space and time. We analyze whether the current genetic structure and isolation of the two large American felids, jaguar (Panthera onca) and puma (Puma concolor), are mediated by changes in climatic suitability and connection routes over modern and paleoclimatic landscapes. We estimate species distribution under 5 climatic landscapes (modern, Holocene, last maximum glaciations [LMG], average suitability, and climatic instability) and correlate them with individuals' genetic isolation through causal modeling on a resemblance matrix. Both species exhibit genetic isolation patterns correlated with LMG climatic suitability, suggesting that these areas may have worked as "allele refuges." However, the jaguar showed higher vulnerability to climate changes, responding to modern climatic suitability and connection routes, whereas the puma showed a continuous and gradual transition of genetic variation. Despite differential responsiveness to climate change, both species are subjected to the climatic effects on genetic configuration, which may make them susceptible to future climatic changes, since these are progressing faster and with higher intensity than changes in the paleoclimate. Thus, the effects of climatic changes should be considered in the design of conservation strategies to ensure evolutionary and demographic processes mediated by gene flow for both species.
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Affiliation(s)
- Marina Zanin
- Biology Department, Federal University of Maranhão, São Luís, Brazil
| | - Noa Gonzalez-Borrajo
- Departamento de Biologia de la Conservación, Estación Biológica de Doñana, Sevilla, Spain
| | - Cuauhtémoc ChÁvez
- Departamento de Ciencias Ambientales, Universidad Autónoma Metropolitana, Mexico City, Mexico
| | - Yamel Rubio
- Escuela de Biologia, Universidad Autónoma de Sinaloa, Culiacán, Mexico
| | | | - Claudia Keller
- Biodiversity Coordination, Amazon Research Institute, Manaus, Brazil
| | - Pablo Villalva
- Departamento de Biologia de la Conservación, Estación Biológica de Doñana, Sevilla, Spain
| | | | - Leonora Pires Costa
- Biological Sciences Department, Federal University of Espírito Santo, Vitória, Brazil
| | - Francisco Palomares
- Departamento de Biologia de la Conservación, Estación Biológica de Doñana, Sevilla, Spain
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10
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Hernández-Lambraño RE, Carbonell R, Sánchez-Agudo JÁ. Making the most of scarce data: Mapping distribution range and variation in population abundance of a threatened narrow-range endemic plant. J Nat Conserv 2020. [DOI: 10.1016/j.jnc.2020.125889] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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11
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Chaiyes A, Escobar LE, Willcox EV, Duengkae P, Suksavate W, Watcharaanantapong P, Pongpattananurak N, Wacharapluesadee S, Hemachudha T. An assessment of the niche centroid hypothesis:
Pteropus lylei
(Chiroptera). Ecosphere 2020. [DOI: 10.1002/ecs2.3134] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Affiliation(s)
- Aingorn Chaiyes
- Special Research Unit for Wildlife Genomics Department of Forest Biology Faculty of Forestry Kasetsart University Bangkok 10900 Thailand
- Center for Advanced Studies in Tropical Natural Resources Kasetsart University Chatuchak Bangkok 10900 Thailand
| | - Luis E. Escobar
- Department of Fish and Wildlife Conservation Virginia Polytechnic Institute and State University Blacksburg Virginia 24061 USA
| | - Emma V. Willcox
- Department of Forestry, Wildlife and Fisheries University of Tennessee Knoxville Tennessee 37996 USA
| | - Prateep Duengkae
- Special Research Unit for Wildlife Genomics Department of Forest Biology Faculty of Forestry Kasetsart University Bangkok 10900 Thailand
- Center for Advanced Studies in Tropical Natural Resources Kasetsart University Chatuchak Bangkok 10900 Thailand
| | - Warong Suksavate
- Special Research Unit for Wildlife Genomics Department of Forest Biology Faculty of Forestry Kasetsart University Bangkok 10900 Thailand
- Center for Advanced Studies in Tropical Natural Resources Kasetsart University Chatuchak Bangkok 10900 Thailand
| | | | - Nantachai Pongpattananurak
- Special Research Unit for Wildlife Genomics Department of Forest Biology Faculty of Forestry Kasetsart University Bangkok 10900 Thailand
| | - Supaporn Wacharapluesadee
- Thai Red Cross Emerging Infectious Diseases – Health Science Centre World Health Organization Collaborating Centre for Research and Training on Viral Zoonoses King Chulalongkorn Memorial Hospital Faculty of Medicine Chulalongkorn University Patumwan Bangkok 10330 Thailand
| | - Thiravat Hemachudha
- Thai Red Cross Emerging Infectious Diseases – Health Science Centre World Health Organization Collaborating Centre for Research and Training on Viral Zoonoses King Chulalongkorn Memorial Hospital Faculty of Medicine Chulalongkorn University Patumwan Bangkok 10330 Thailand
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12
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Osorio-Olvera L, Yañez-Arenas C, Martínez-Meyer E, Peterson AT. Relationships between population densities and niche-centroid distances in North American birds. Ecol Lett 2020; 23:555-564. [PMID: 31944513 DOI: 10.1111/ele.13453] [Citation(s) in RCA: 39] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2019] [Revised: 10/15/2019] [Accepted: 11/07/2019] [Indexed: 01/18/2023]
Abstract
Correlational ecological niche models have seen intensive use and exploration as a means of estimating the limits of actual and potential geographic distributions of species, yet their application to explaining geographic abundance patterns has been debated. We developed a detailed test of this latter possibility based on the North American Breeding Bird Survey. Correlations between abundances and niche-centroid distances were mostly negative, as per expectations of niche theory and the abundant niche-centre relationship. The negative relationships were not distributed randomly among species: terrestrial, non-migratory, small-bodied, small-niche-breadth and restricted-range species had the strongest negative associations. Distances to niche centroids as estimated from correlational analyses of presence-only data thus offer a unique means by which to infer geographic abundance patterns, which otherwise are enormously difficult to characterise.
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Affiliation(s)
- Luis Osorio-Olvera
- Facultad de Ciencias, Universidad Nacional Autónoma de México, Mexico City, 04510, Mexico.,Biodiversity Institute, University of Kansas, Lawrence, KS, 66045, Mexico
| | - Carlos Yañez-Arenas
- Laboratorio de Ecología Geográfica, Unidad de Biología de la Conservación, Parque Científico Tecnológico de Yucatán, Universidad Nacional Autónoma de México. Mérida, 97302, Merida, Mexico
| | - Enrique Martínez-Meyer
- Instituto de Biología, Universidad Nacional Autónoma de México, Mexico City, 04510, Mexico.,Centro del Cambio Global y la Sustentabilidad, A.C, Villahermosa, Mexico, 86080, Mexico
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13
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Hallman TA, Robinson WD. Deciphering ecology from statistical artefacts: Competing influence of sample size, prevalence and habitat specialization on species distribution models and how small evaluation datasets can inflate metrics of performance. DIVERS DISTRIB 2020. [DOI: 10.1111/ddi.13030] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023] Open
Affiliation(s)
- Tyler A. Hallman
- Department of Fisheries and Wildlife Oregon State University Corvallis Oregon
| | - William D. Robinson
- Department of Fisheries and Wildlife Oregon State University Corvallis Oregon
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14
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Potential pitfalls in rescaling digital terrain model-derived attributes for ecological studies. ECOL INFORM 2019. [DOI: 10.1016/j.ecoinf.2019.100987] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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15
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A checklist for maximizing reproducibility of ecological niche models. Nat Ecol Evol 2019; 3:1382-1395. [PMID: 31548646 DOI: 10.1038/s41559-019-0972-5] [Citation(s) in RCA: 68] [Impact Index Per Article: 13.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2019] [Accepted: 07/29/2019] [Indexed: 11/08/2022]
Abstract
Reporting specific modelling methods and metadata is essential to the reproducibility of ecological studies, yet guidelines rarely exist regarding what information should be noted. Here, we address this issue for ecological niche modelling or species distribution modelling, a rapidly developing toolset in ecology used across many aspects of biodiversity science. Our quantitative review of the recent literature reveals a general lack of sufficient information to fully reproduce the work. Over two-thirds of the examined studies neglected to report the version or access date of the underlying data, and only half reported model parameters. To address this problem, we propose adopting a checklist to guide studies in reporting at least the minimum information necessary for ecological niche modelling reproducibility, offering a straightforward way to balance efficiency and accuracy. We encourage the ecological niche modelling community, as well as journal reviewers and editors, to utilize and further develop this framework to facilitate and improve the reproducibility of future work. The proposed checklist framework is generalizable to other areas of ecology, especially those utilizing biodiversity data, environmental data and statistical modelling, and could also be adopted by a broader array of disciplines.
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16
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Waldock C, Stuart-Smith RD, Edgar GJ, Bird TJ, Bates AE. The shape of abundance distributions across temperature gradients in reef fishes. Ecol Lett 2019; 22:685-696. [PMID: 30740843 PMCID: PMC6850591 DOI: 10.1111/ele.13222] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2018] [Revised: 12/05/2018] [Accepted: 12/18/2018] [Indexed: 01/02/2023]
Abstract
Improving predictions of ecological responses to climate change requires understanding how local abundance relates to temperature gradients, yet many factors influence local abundance in wild populations. We evaluated the shape of thermal‐abundance distributions using 98 422 abundance estimates of 702 reef fish species worldwide. We found that curved ceilings in local abundance related to sea temperatures for most species, where local abundance declined from realised thermal ‘optima’ towards warmer and cooler environments. Although generally supporting the abundant‐centre hypothesis, many species also displayed asymmetrical thermal‐abundance distributions. For many tropical species, abundances did not decline at warm distribution edges due to an unavailability of warmer environments at the equator. Habitat transitions from coral to macroalgal dominance in subtropical zones also influenced abundance distribution shapes. By quantifying the factors constraining species’ abundance, we provide an important empirical basis for improving predictions of community re‐structuring in a warmer world.
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Affiliation(s)
- Conor Waldock
- Ocean and Earth Sciences, National Oceanography Centre Southampton, University of Southampton Waterfront Campus, Southampton, SO14 3ZH, UK.,Department of Life Sciences, Natural History Museum, London, UK
| | - Rick D Stuart-Smith
- Institute for Marine and Antarctic Studies, University of Tasmania, Hobart, TAS 7001, Australia
| | - Graham J Edgar
- Institute for Marine and Antarctic Studies, University of Tasmania, Hobart, TAS 7001, Australia
| | - Tomas J Bird
- Geography and Environment, University of Southampton, Southampton, SO17 1BJ, UK.,Department of Ocean Sciences, Memorial University of Newfoundland, St John's, NL, Canada
| | - Amanda E Bates
- Ocean and Earth Sciences, National Oceanography Centre Southampton, University of Southampton Waterfront Campus, Southampton, SO14 3ZH, UK.,Department of Ocean Sciences, Memorial University of Newfoundland, St John's, NL, Canada
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