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Nie P, Feng J. Niche and Range Shifts of Aedes aegypti and Ae. albopictus Suggest That the Latecomer Shows a Greater Invasiveness. INSECTS 2023; 14:810. [PMID: 37887822 PMCID: PMC10607146 DOI: 10.3390/insects14100810] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/27/2023] [Revised: 09/27/2023] [Accepted: 10/10/2023] [Indexed: 10/28/2023]
Abstract
The yellow fever (Aedes aegypti) and Asian tiger (Ae. albopictus) mosquitos are major vectors of global mosquito-borne pathogens. However, their niche and range shifts, the underlying mechanisms, and related relative invasion rates remain scarcely known. We examined the niche and range shifts between the native and invasive Ae. aegypti and Ae. albopictus populations through dynamic niche and range models and the largest occurrence record datasets to date. We detected substantial niche and range expansions in both species, probably because the introduced populations have more opportunities to acclimate to diverse environmental conditions than their native counterparts. Mitigating climate change could effectively control their future invasions, given that future climate changes could promote their invasiveness. Additionally, compared to the introduced Ae. aegypti, the more recent invader Ae. albopictus had greater niche and range expansion over its shorter invasion history. In terms of the range shifts, Ae. albopictus had an invasion rate approximately 13.3 times faster than that of Ae. aegypti, making it a more invasive vector of global mosquito-borne pathogens. Therefore, considering its higher invasion rate, much more attention should be paid to Ae. albopictus in devising our strategies against prevailing global mosquito-borne pathogens than Ae. aegypti. Since small niche shifts could result in their large range shifts, niche shifts might be a more important indicator for biological invasion assessments.
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Affiliation(s)
| | - Jianmeng Feng
- College of Agriculture and Biological Science, Dali University, Dali 671003, China
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2
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Yang R, Yu X, Nie P, Cao R, Feng J, Hu X. Climatic niche and range shifts of grey squirrels (Sciurus carolinensis Gmelin) in Europe: An invasive pest displacing native squirrels. PEST MANAGEMENT SCIENCE 2023; 79:3731-3739. [PMID: 37194192 DOI: 10.1002/ps.7554] [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: 01/30/2023] [Revised: 05/08/2023] [Accepted: 05/16/2023] [Indexed: 05/18/2023]
Abstract
BACKGROUND As an invasive pest from North America, grey squirrels (GSs; Sciurus carolinensis Gmelin) are displacing native squirrels in Europe. However, the climatic niche and range dynamics of GSs in Europe remain largely unknown. Through niche and range dynamic models, we investigated climatic niche and range shifts between introduced GSs in Europe and native GSs in North America. RESULTS GSs in North America can survive in more variable climatic conditions and have much wider climatic niche breadth than do GSs in Europe. Based on climate, the potential range of GSs in Europe included primarily Britain, Ireland, and Italy, whereas the potential range of GSs in North America included vast regions of western and southern Europe. If GSs in Europe could occupy the same climatic niche space and potential range as GSs in North America, they would occupy an area ca. 2.45 times the size of their current range. The unfilling ranges of GSs in Europe relative to those of GSs in North America were primarily in France, Italy, Spain, Croatia, and Portugal. CONCLUSION Our observations implied that GSs in Europe have significant invasion potential, and that range projections based on their occurrence records in Europe may underestimate their invasion risk. Given that small niche shifts between GSs in Europe and in North America could lead to large range shifts, niche shifts could be a sensitive indicator in invasion risk assessment. The identified unfilling ranges of the GS in Europe should be prioritized in combating GS invasions in the future. © 2023 Society of Chemical Industry.
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Affiliation(s)
- Rujing Yang
- College of Agriculture and Biological Science, Dali University, Dali, China
- Research Center for Agroecology in Erhai Lake Watershed of Dali University, Dali, China
- Cangshan Forest Ecosystem Observation and Research Station of Yunnan Province, Dali University, Dali, China
| | - Xiaoli Yu
- College of Agriculture and Biological Science, Dali University, Dali, China
- Research Center for Agroecology in Erhai Lake Watershed of Dali University, Dali, China
- Cangshan Forest Ecosystem Observation and Research Station of Yunnan Province, Dali University, Dali, China
| | - Peixiao Nie
- College of Agriculture and Biological Science, Dali University, Dali, China
- Research Center for Agroecology in Erhai Lake Watershed of Dali University, Dali, China
- Cangshan Forest Ecosystem Observation and Research Station of Yunnan Province, Dali University, Dali, China
| | - Runyao Cao
- College of Agriculture and Biological Science, Dali University, Dali, China
- Research Center for Agroecology in Erhai Lake Watershed of Dali University, Dali, China
- Cangshan Forest Ecosystem Observation and Research Station of Yunnan Province, Dali University, Dali, China
| | - Jianmeng Feng
- College of Agriculture and Biological Science, Dali University, Dali, China
- Research Center for Agroecology in Erhai Lake Watershed of Dali University, Dali, China
- Cangshan Forest Ecosystem Observation and Research Station of Yunnan Province, Dali University, Dali, China
| | - Xiaokang Hu
- College of Agriculture and Biological Science, Dali University, Dali, China
- Research Center for Agroecology in Erhai Lake Watershed of Dali University, Dali, China
- Cangshan Forest Ecosystem Observation and Research Station of Yunnan Province, Dali University, Dali, China
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3
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Yang R, Cao R, Gong X, Feng J. Large shifts of niche and range in the golden apple snail (
Pomacea canaliculata
), an aquatic invasive species. Ecosphere 2023. [DOI: 10.1002/ecs2.4391] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023] Open
Affiliation(s)
- Rujing Yang
- Department of Life Science and Agronomy Dali University Dali China
| | - Runyao Cao
- Department of Life Science and Agronomy Dali University Dali China
| | - Xiang Gong
- Department of Life Science and Agronomy Dali University Dali China
| | - Jianmeng Feng
- Department of Life Science and Agronomy Dali University Dali China
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4
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Global niche shifts of rice and its weak adaptability to climate change. ECOL INFORM 2022. [DOI: 10.1016/j.ecoinf.2022.101813] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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Morphological Variation and Its Environmental Correlates in the Taihangshan Swelled-Vented Frog across the Qinling Mountains. Animals (Basel) 2022; 12:ani12182328. [PMID: 36139189 PMCID: PMC9495075 DOI: 10.3390/ani12182328] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2022] [Revised: 08/24/2022] [Accepted: 09/04/2022] [Indexed: 01/01/2023] Open
Abstract
Simple Summary Amphibians have weak dispersal abilities and are sensitive to environmental changes, resulting in their disproportionately high risk of extinction, with many species’ populations rapidly declining. Therefore, it is critical for amphibian conservation to understand their adaptive potential by exploring how amphibians respond to environmental changes based on morphological variations. Our results showed that morphological traits of Feirana taihangnica significantly differed among ages. Along with the increase in annual mean temperature, snout-vent length showed an anti-hump trend, indicating no support for Bergmann’s rule. Mean ultraviolet-B of the highest and lowest months were positively and negatively correlated with head width, thigh length and tibia width, respectively. The present study can help understand the effects of environmental changes on morphological variations of this mountain frog species and its adaptive potential, providing important implications for species conservation. Abstract The Taihangshan swelled-vented frog (Feirana taihangnica), an endemic species to the Qinling Mountains, central China, has experienced a dramatic population decline over the last few decades. The aim of this work was to quantify morphological variation in F. taihangnica across the Qinling Mountains and examine environmental correlates of this variation of morphological traits. We implemented a hierarchical partitioning to estimate the independent contribution of each environmental variable on morphological variations. Temperature seasonality was the greatest contributor in variations of snout-vent length (SVL) and head width, and ultraviolet-B (UV-B) radiation of the lowest month was the most influential on both thigh length and tibia width. Then, we used generalized additive models to analyze the relationship between each environmental factor and morphological trait variations. Along the increasing of annual mean temperature, SVL decreased firstly and then increased, indicating no support for Bergmann’s rule. Furthermore, SVL was negatively correlated with annual precipitation, while positively with temperature seasonality. The mean UV-B of the highest and lowest months was positively and negatively correlated with head width, thigh length and tibia width, respectively. The results of this study help us to understand adaptive potential of this mountain frog species via morphological variations in the light of environmental changes.
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Cao R, Gong X, Feng J, Yang R. Niche and range dynamics of Tasmanian blue gum ( Eucalyptus globulus Labill.), a globally cultivated invasive tree. Ecol Evol 2022; 12:e9305. [PMID: 36177110 PMCID: PMC9482005 DOI: 10.1002/ece3.9305] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2022] [Revised: 07/31/2022] [Accepted: 08/24/2022] [Indexed: 11/09/2022] Open
Abstract
The ecological niche concept has provided insights into various areas in ecology and biogeography. Although there remains much controversy regarding whether species niches are conserved across space and time, many recent studies have suggested that invasive species conserve their climatic niche between native and introduced ranges; however, whether the climatic niche of cultivated invasive species, whose niches are strongly affected by human activities, are conserved between native and introduced ranges remains unclear. Additionally, the range dynamics of invasive species in their native and introduced regions have not been extensively studied. Here, we investigated the niche and range dynamics of Tasmanian blue gum (Eucalyptus globulus Labill.), a globally cultivated invasive tree, using ecological niche models and niche dynamic analyses. The most important factors affecting the niche changes between native and introduced Tasmanian blue gum were max temperature of the warmest month and precipitation of the wettest month. The climate niche was not conserved between introduced and native range Tasmanian blue gum; moreover, the niche area of the former was ca. 7.4 times larger than that of the latter, as introduced Tasmanian blue gum could survive in hotter, colder, wetter, and drier climates. In addition, the potential range of introduced Tasmanian blue gum was ca. 32 times larger than that of its native counterpart. Human introduction and cultivation may play a key role in the niche and range expansion of introduced Tasmanian blue gum. Given that small increases in niche area can result in large range expansions, the niche expansion of an invasive species could be used to evaluate invasion risk, which might even be more sensitive than range expansions.
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Affiliation(s)
- Runyao Cao
- Department of Life Science and AgronomyDali UniversityDaliChina
| | - Xiang Gong
- Department of Life Science and AgronomyDali UniversityDaliChina
| | - Jianmeng Feng
- Department of Life Science and AgronomyDali UniversityDaliChina
| | - Rujing Yang
- Department of Life Science and AgronomyDali UniversityDaliChina
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Montagnani C, Casazza G, Gentili R, Caronni S, Citterio S. Kudzu in Europe: niche conservatism for a highly invasive plant. Biol Invasions 2022. [DOI: 10.1007/s10530-021-02706-1] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
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8
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Lu M, Winner K, Jetz W. A unifying framework for quantifying and comparing n‐dimensional hypervolumes. Methods Ecol Evol 2021. [DOI: 10.1111/2041-210x.13665] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Muyang Lu
- Ecology and Evolutionary Biology Yale University New Haven CT USA
- Center for Biodiversity and Global Change Yale University New Haven CT USA
| | - Kevin Winner
- Ecology and Evolutionary Biology Yale University New Haven CT USA
- Center for Biodiversity and Global Change Yale University New Haven CT USA
| | - Walter Jetz
- Ecology and Evolutionary Biology Yale University New Haven CT USA
- Center for Biodiversity and Global Change Yale University New Haven CT USA
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9
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Species co-occurrence and management intensity modulate habitat preferences of forest birds. BMC Biol 2021; 19:210. [PMID: 34556096 PMCID: PMC8459526 DOI: 10.1186/s12915-021-01136-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2020] [Accepted: 08/28/2021] [Indexed: 12/03/2022] Open
Abstract
Background Species co-occurrences can have profound effects on the habitat use of species, and therefore habitat structure alone cannot fully explain observed abundances. To account for this aspect of community organization, we developed multi-species abundance models, incorporating the local effect of co-occurring and potentially associated species, alongside with environmental predictors, linked mainly to forest management intensity. We coupled it with a landscape-scale analysis to further examine the role of management intensity in modifying the habitat preferences in connection with the landscape context. Using empirical data from the Black Forest in southern Germany, we focused on the forest bird assemblage and in particular on the cavity-nesting and canopy-foraging guilds. We included in the analysis species that co-occur and for which evidence suggests association is likely. Results Our findings show that the local effect of species associations can mitigate the effects of management intensity on forest birds. We also found that bird species express wider habitat preferences in forests under higher management intensity, depending on the landscape context. Conclusions We suspect that species associations may facilitate the utilization of a broader range of environmental conditions under intensive forest management, which benefits some species over others. Networks of associations may be a relevant factor in the effectiveness of conservation-oriented forest management. Supplementary Information The online version contains supplementary material available at 10.1186/s12915-021-01136-8.
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Olson LE, Bjornlie N, Hanvey G, Holbrook JD, Ivan JS, Jackson S, Kertson B, King T, Lucid M, Murray D, Naney R, Rohrer J, Scully A, Thornton D, Walker Z, Squires JR. Improved prediction of Canada lynx distribution through regional model transferability and data efficiency. Ecol Evol 2021; 11:1667-1690. [PMID: 33613997 PMCID: PMC7882975 DOI: 10.1002/ece3.7157] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2020] [Revised: 11/16/2020] [Accepted: 12/07/2020] [Indexed: 11/07/2022] Open
Abstract
The application of species distribution models (SDMs) to areas outside of where a model was created allows informed decisions across large spatial scales, yet transferability remains a challenge in ecological modeling. We examined how regional variation in animal-environment relationships influenced model transferability for Canada lynx (Lynx canadensis), with an additional conservation aim of modeling lynx habitat across the northwestern United States. Simultaneously, we explored the effect of sample size from GPS data on SDM model performance and transferability. We used data from three geographically distinct Canada lynx populations in Washington (n = 17 individuals), Montana (n = 66), and Wyoming (n = 10) from 1996 to 2015. We assessed regional variation in lynx-environment relationships between these three populations using principal components analysis (PCA). We used ensemble modeling to develop SDMs for each population and all populations combined and assessed model prediction and transferability for each model scenario using withheld data and an extensive independent dataset (n = 650). Finally, we examined GPS data efficiency by testing models created with sample sizes of 5%-100% of the original datasets. PCA results indicated some differences in environmental characteristics between populations; models created from individual populations showed differential transferability based on the populations' similarity in PCA space. Despite population differences, a single model created from all populations performed as well, or better, than each individual population. Model performance was mostly insensitive to GPS sample size, with a plateau in predictive ability reached at ~30% of the total GPS dataset when initial sample size was large. Based on these results, we generated well-validated spatial predictions of Canada lynx distribution across a large portion of the species' southern range, with precipitation and temperature the primary environmental predictors in the model. We also demonstrated substantial redundancy in our large GPS dataset, with predictive performance insensitive to sample sizes above 30% of the original.
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Affiliation(s)
- Lucretia E. Olson
- Rocky Mountain Research StationUnited States Forest ServiceMissoulaMTUSA
| | | | - Gary Hanvey
- United States Department of Agriculture, Northern RegionUnited States Forest ServiceMissoulaMTUSA
| | - Joseph D. Holbrook
- Department of Zoology and PhysiologyHaub School of Environment and Natural ResourcesUniversity of WyomingLaramieWYUSA
| | | | - Scott Jackson
- United States Department of Agriculture, Northern RegionUnited States Forest ServiceMissoulaMTUSA
| | - Brian Kertson
- Washington Department of Fish and WildlifeSnoqualmieWAUSA
| | - Travis King
- School of the EnvironmentWashington State UniversityPullmanWAUSA
| | - Michael Lucid
- Idaho Department of Fish and GameCoeur d'AleneIDUSA
- Present address:
Selkirk Wildlife ScienceSandpointIDUSA
| | - Dennis Murray
- Environmental and Life SciencesBiology DepartmentTrent UniversityPeterboroughONCanada
| | - Robert Naney
- United States Forest ServiceOkanogan‐Wenatchee National ForestWinthropWAUSA
| | - John Rohrer
- United States Forest ServiceOkanogan‐Wenatchee National ForestWinthropWAUSA
| | - Arthur Scully
- Environmental and Life SciencesBiology DepartmentTrent UniversityPeterboroughONCanada
| | - Daniel Thornton
- School of the EnvironmentWashington State UniversityPullmanWAUSA
| | | | - John R. Squires
- Rocky Mountain Research StationUnited States Forest ServiceMissoulaMTUSA
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Johannesen E, Yoccoz NG, Tveraa T, Shackell NL, Ellingsen KE, Dolgov AV, Frank KT. Resource-driven colonization by cod in a high Arctic food web. Ecol Evol 2020; 10:14272-14281. [PMID: 33391714 PMCID: PMC7771159 DOI: 10.1002/ece3.7025] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2020] [Accepted: 10/05/2020] [Indexed: 12/13/2022] Open
Abstract
Climate change is commonly associated with many species redistributions and the influence of other factors may be marginalized, especially in the rapidly warming Arctic.The Barents Sea, a high latitude large marine ecosystem in the Northeast Atlantic has experienced above-average temperatures since the mid-2000s with divergent bottom temperature trends at subregional scales.Concurrently, the Barents Sea stock of Atlantic cod Gadus morhua, one of the most important commercial fish stocks in the world, increased following a large reduction in fishing pressure and expanded north of 80°N.We examined the influence of food availability and temperature on cod expansion using a comprehensive data set on cod stomach fullness stratified by subregions characterized by divergent temperature trends. We then tested whether food availability, as indexed by cod stomach fullness, played a role in cod expansion in subregions that were warming, cooling, or showed no trend.The greatest increase in cod occupancy occurred in three northern subregions with contrasting temperature trends. Cod apparently benefited from initial high food availability in these regions that previously had few large-bodied fish predators.The stomach fullness in the northern subregions declined rapidly after a few years of high cod abundance, suggesting that the arrival of cod caused a top-down effect on the prey base. Prolonged cod residency in the northern Barents Sea is, therefore, not a certainty.
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Affiliation(s)
| | - Nigel G. Yoccoz
- Department of Arctic and Marine BiologyUiT The Arctic University of NorwayTromsøNorway
- Norwegian Institute for Nature Research (NINA)Fram CentreLangnesNorway
| | - Torkild Tveraa
- Norwegian Institute for Nature Research (NINA)Fram CentreLangnesNorway
| | - Nancy L. Shackell
- Ocean Sciences DivisionBedford Institute of OceanographyDarthmouthCanada
| | - Kari E. Ellingsen
- Norwegian Institute for Nature Research (NINA)Fram CentreLangnesNorway
| | - Andrey V. Dolgov
- Polar Branch of the Federal Russian Research Institute of Fisheries and Oceanography (PINRO)MurmanskRussia
- Murmansk State Technical University branch of Federal State Educational Institution of Higher EducationMurmanskRussia
- Tomsk State UniversityTomskRussia
| | - Kenneth T. Frank
- Ocean Sciences DivisionBedford Institute of OceanographyDarthmouthCanada
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Chowdhury S, Braby MF, Fuller RA, Zalucki MP. Coasting along to a wider range: niche conservatism in the recent range expansion of the Tawny Coster,
Acraea terpsicore
(Lepidoptera: Nymphalidae). DIVERS DISTRIB 2020. [DOI: 10.1111/ddi.13200] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022] Open
Affiliation(s)
- Shawan Chowdhury
- School of Biological Sciences The University of Queensland Brisbane QLD Australia
| | - Michael F. Braby
- Division of Ecology and Evolution Research School of Biology The Australian National University Canberra ACT Australia
- The Australian National Insect Collection National Research Collections Australia Canberra ACT Australia
| | - Richard A. Fuller
- School of Biological Sciences The University of Queensland Brisbane QLD Australia
| | - Myron P. Zalucki
- School of Biological Sciences The University of Queensland Brisbane QLD Australia
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Pabijan M, Palomar G, Antunes B, Antoł W, Zieliński P, Babik W. Evolutionary principles guiding amphibian conservation. Evol Appl 2020; 13:857-878. [PMID: 32431739 PMCID: PMC7232768 DOI: 10.1111/eva.12940] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2019] [Revised: 02/05/2020] [Accepted: 02/18/2020] [Indexed: 12/18/2022] Open
Abstract
The Anthropocene has witnessed catastrophic amphibian declines across the globe. A multitude of new, primarily human-induced drivers of decline may lead to extinction, but can also push species onto novel evolutionary trajectories. If these are recognized by amphibian biologists, they can be engaged in conservation actions. Here, we summarize how principles stemming from evolutionary concepts have been applied for conservation purposes, and address emerging ideas at the vanguard of amphibian conservation science. In particular, we examine the consequences of increased drift and inbreeding in small populations and their implications for practical conservation. We then review studies of connectivity between populations at the landscape level, which have emphasized the limiting influence of anthropogenic structures and degraded habitat on genetic cohesion. The rapid pace of environmental changes leads to the central question of whether amphibian populations can cope either by adapting to new conditions or by shifting their ranges. We gloomily conclude that extinction seems far more likely than adaptation or range shifts for most species. That said, conservation strategies employing evolutionary principles, such as selective breeding, introduction of adaptive variants through translocations, ecosystem interventions aimed at decreasing phenotype-environment mismatch, or genetic engineering, may effectively counter amphibian decline in some areas or for some species. The spread of invasive species and infectious diseases has often had disastrous consequences, but has also provided some premier examples of rapid evolution with conservation implications. Much can be done in terms of setting aside valuable amphibian habitat that should encompass both natural and agricultural areas, as well as designing protected areas to maximize the phylogenetic and functional diversity of the amphibian community. We conclude that an explicit consideration and application of evolutionary principles, although certainly not a silver bullet, should increase effectiveness of amphibian conservation in both the short and long term.
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Affiliation(s)
- Maciej Pabijan
- Institute of Zoology and Biomedical ResearchFaculty of BiologyJagiellonian UniversityKrakówPoland
| | - Gemma Palomar
- Institute of Environmental SciencesFaculty of BiologyJagiellonian UniversityKrakówPoland
| | - Bernardo Antunes
- Institute of Environmental SciencesFaculty of BiologyJagiellonian UniversityKrakówPoland
| | - Weronika Antoł
- Institute of Environmental SciencesFaculty of BiologyJagiellonian UniversityKrakówPoland
| | - Piotr Zieliński
- Institute of Environmental SciencesFaculty of BiologyJagiellonian UniversityKrakówPoland
| | - Wiesław Babik
- Institute of Environmental SciencesFaculty of BiologyJagiellonian UniversityKrakówPoland
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