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de la Fuente A, Briscoe NJ, Kearney MR, Williams SE, Youngentob KN, Marsh KJ, Cernusak LA, Leahy L, Larson J, Krockenberger AK. Climate-Induced Physiological Stress Drives Rainforest Mammal Population Declines. GLOBAL CHANGE BIOLOGY 2025; 31:e70215. [PMID: 40321023 PMCID: PMC12050993 DOI: 10.1111/gcb.70215] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/18/2024] [Revised: 04/04/2025] [Accepted: 04/12/2025] [Indexed: 05/08/2025]
Abstract
Climate change is a major driver of global biodiversity loss, yet the precise mechanisms linking climate change to population declines remain poorly understood. We developed a novel, broadly applicable framework that integrates biophysical, nutritional, and population modeling to capture fundamental physiological constraints on mammalian herbivores and applied it to investigate the causes of declines in ringtail possums of the Australian Wet Tropics (Pseudochirops archeri and Hemibelideus lemuroides). Our approach bridges the gap between mechanistic ("bottom-up") models, which simulate species' responses based solely on their traits and local microclimates, and the more common ("top-down") statistical models, which infer species' responses from occurrence or abundance data and standard environmental variables. We quantified population dynamics over a 30-year period by generating species-specific estimates of temperature and water stress, foraging limitations, and linking these with annual monitoring and nutritional quality within an open population model. Our findings demonstrate that climate change has impacted populations through physiological stress, but in a species-specific manner. Both species have experienced population collapses at lower elevations and in low-nutritional sites. For P. archeri, we found evidence that population changes were driven by reduced survival due to overheating and dehydration, alongside diminished recruitment from limited foraging. In contrast, our model suggests that H. lemuroides populations were primarily affected by foraging constraints, emphasizing the importance of considering climate-driven limitations on foraging activity in addition to direct physiological stress. These mechanistic insights offer a foundation for targeted conservation strategies to mitigate the impacts of climate pressures on wild populations.
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Affiliation(s)
| | - Natalie J. Briscoe
- School of Agriculture, Food and Ecosystem ScienceThe University of MelbourneMelbourneVictoriaAustralia
| | - Michael R. Kearney
- School of BioSciencesThe University of MelbourneMelbourneVictoriaAustralia
| | - Stephen E. Williams
- College of Science and EngineeringJames Cook UniversityTownsvilleQueenslandAustralia
| | - Kara N. Youngentob
- The Fenner School of Environmental and SocietyAustralian National UniversityCanberraAustralian Capital TerritoryAustralia
| | - Karen J. Marsh
- Research School of BiologyAustralian National UniversityCanberraAustralian Capital TerritoryAustralia
| | - Lucas A. Cernusak
- College of Science and EngineeringJames Cook UniversityCairnsQueenslandAustralia
| | - Lily Leahy
- Department of Ecological, Plant, and Animal SciencesLa Trobe UniversityMelbourneAustralia
| | - Johan Larson
- College of Science and EngineeringJames Cook UniversityCairnsQueenslandAustralia
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Aligaz MA, Kufa CA, Ahmed AS, Argaw HT, Tamrat M, Yihune M, Atickem A, Bekele A, Bogale BA. Distribution and extent of suitable habitats of Ruspoli's Turaco (Tauraco ruspolii) and White-cheeked Turaco (Tauraco leucotis) under a changing climate in Ethiopia. BMC Ecol Evol 2024; 24:83. [PMID: 38902600 PMCID: PMC11191209 DOI: 10.1186/s12862-024-02245-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2024] [Accepted: 04/21/2024] [Indexed: 06/22/2024] Open
Abstract
BACKGROUND Understanding the distribution pattern of species and their suitable habitat is key to focus conservation efforts. Climate change has had notable impact on the distribution and extent of suitable habitats, and the long-term survival of various species. We aim to determine the distribution and extent of suitable habitats for Tauraco ruspolii and T. leucotis in Ethiopia and predict their range in the 2050s and 2070s using MaxEnt algorithm. We used 25 and 29 rarified occurrence points for T. ruspolii and T. leucotis, respectively, and 13 environmental variables. Three regularization multipliers and two cut-off thresholds were used to map the potential suitable habitats for each species under current and future climates. Maps were assembled from these techniques to produce final composite tertiary maps and investigated the habitat suitability overlap between the two species using the UNION tool in the geographical information system. RESULT All model run performances were highly accurate for both species. Precipitation of the driest month and vegetation cover are the most influential variables for the habitat suitability of T. ruspolii. The habitat suitability of T. leucotis is also mainly influenced by mean temperature of the driest quarter and vegetation cover. Under the current climate, the suitable habitat predicted for T. ruspolii covered about 24,639.19 km2, but its range size change shows a gain and increase by 156.00% and 142.68% in 2050 and 2070, respectively. The T. leucotis's current suitable habitat ranges about 204,397.62 km², but this is reduced by 40.84% and 68.67% in 2050 and 2070, respectively. Our modeling also showed that there was suitable habitat overlap between them at the margin of their respective habitat types in time series. CONCLUSION We concluded that there is a direct or indirect impact of climate change on the suitable habitat range expansion for T. ruspolii and contraction for T. leucotis as well as overlapping of these turaco species in different regions of Ethiopia. Therefore, understanding the distribution of current and future suitable habitats of the two turaco species can provide valuable information to implement conservation practices for the species and the regions as well.
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Affiliation(s)
- Mulatu Ayenew Aligaz
- Department of Biology, Debre Markos University, P.O. Box, 269, Debre Markos, Ethiopia
- Department of Zoological Sciences, Addis Ababa University, P.O. Box. 1176, Addis Ababa, Ethiopia
| | - Chala Adugna Kufa
- Department of Biology, Natural and Computational Sciences, Woldia University, P.O. Box, 400, Woldia, Ethiopia
- Department of Zoological Sciences, Addis Ababa University, P.O. Box. 1176, Addis Ababa, Ethiopia
| | - Ahmed Seid Ahmed
- Department of Biology, Hawassa University, P. O. Box 05, Hawassa, Ethiopia
- Department of Zoological Sciences, Addis Ababa University, P.O. Box. 1176, Addis Ababa, Ethiopia
| | - Hailu Tilahun Argaw
- Department of Wildlife and Ecotourism Management, Wolkite University, P.O. Box. 07, Wolkite, Ethiopia
- Department of Zoological Sciences, Addis Ababa University, P.O. Box. 1176, Addis Ababa, Ethiopia
| | - Misganaw Tamrat
- Department of Zoological Sciences, Addis Ababa University, P.O. Box. 1176, Addis Ababa, Ethiopia
| | - Mesele Yihune
- Department of Zoological Sciences, Addis Ababa University, P.O. Box. 1176, Addis Ababa, Ethiopia
| | - Anagaw Atickem
- Department of Zoological Sciences, Addis Ababa University, P.O. Box. 1176, Addis Ababa, Ethiopia
| | - Afework Bekele
- Department of Zoological Sciences, Addis Ababa University, P.O. Box. 1176, Addis Ababa, Ethiopia
| | - Bezawork Afework Bogale
- Department of Zoological Sciences, Addis Ababa University, P.O. Box. 1176, Addis Ababa, Ethiopia.
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Legge S, Rumpff L, Garnett ST, Woinarski JCZ. Loss of terrestrial biodiversity in Australia: Magnitude, causation, and response. Science 2023; 381:622-631. [PMID: 37561866 DOI: 10.1126/science.adg7870] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2023] [Accepted: 06/08/2023] [Indexed: 08/12/2023]
Abstract
Australia's biota is species rich, with high rates of endemism. This natural legacy has rapidly diminished since European colonization. The impacts of invasive species, habitat loss, altered fire regimes, and changed water flows are now compounded by climate change, particularly through extreme drought, heat, wildfire, and flooding. Extinction rates, already far exceeding the global average for mammals, are predicted to escalate across all taxa, and ecosystems are collapsing. These losses are symptomatic of shortcomings in resourcing, law, policy, and management. Informed by examples of advances in conservation practice from invasive species control, Indigenous land management, and citizen science, we describe interventions needed to enhance future resilience. Many characteristics of Australian biodiversity loss are globally relevant, with recovery requiring society to reframe its relationship with the environment.
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Affiliation(s)
- Sarah Legge
- Research Institute for the Environment and Livelihoods, Charles Darwin University, Casuarina, Northern Territory, Australia
- Fenner School of Society and the Environment, The Australian National University, Acton, Canberra, Australian Capital Territory, Australia
| | - Libby Rumpff
- School of Agriculture, Food and Ecosystem Sciences, The University of Melbourne, Parkville, Victoria, Australia
| | - Stephen T Garnett
- Research Institute for the Environment and Livelihoods, Charles Darwin University, Casuarina, Northern Territory, Australia
| | - John C Z Woinarski
- Research Institute for the Environment and Livelihoods, Charles Darwin University, Casuarina, Northern Territory, Australia
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Conservation genomics of an endangered arboreal mammal following the 2019-2020 Australian megafire. Sci Rep 2023; 13:480. [PMID: 36627361 PMCID: PMC9831986 DOI: 10.1038/s41598-023-27587-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2022] [Accepted: 01/04/2023] [Indexed: 01/11/2023] Open
Abstract
The impacts of a changing climate threaten species, populations and ecosystems. Despite these significant and large-scale impacts on threatened species, many remain understudied and have little to no genetic information available. The greater glider, Petauroides volans, is an endangered species highly sensitive to the predicted changes in temperature under a changing climate and was recently severely impacted by a megafire natural disaster (85% estimated population loss). Baseline genetic data is essential for conservation management and for detecting detrimental changes in fire-effected populations. We collected genetic samples within 2 years post the 2019-2020 catastrophic Australian bushfires to examine adaptive potential, baseline genetic diversity and population structure, across their southern range in the state of New South Wales. Population genomic analyses were conducted using 8493 genome-wide SNPs for 86 greater glider individuals across 14 geographic locations. Substantial genetic structure was detected across locations, with low genetic diversity and effective population sizes observed in isolated areas. Additionally, we found signals of putative adaptation in response to temperature in greater gliders using a genotype-environment association analysis. These findings have important implications for the management of greater glider populations by identifying at-risk populations and identifying adaptive potential. We demonstrate the importance of baseline genetic information for endangered species as a practical approach to conservation. This is particularly important given the threat that changes in temperatures and megafire events, as predicted under a changing climate, poses for this species.
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Campbell‐Jones MM, Bassett M, Bennett AF, Chia EK, Leonard S, Collins L. Fire severity has lasting effects on the distribution of arboreal mammals in a resprouting forest. AUSTRAL ECOL 2022. [DOI: 10.1111/aec.13231] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
| | - Michelle Bassett
- Department of Environment, Land, Water and Planning East Melbourne Victoria 3002 Australia
| | - Andrew F. Bennett
- Department of Environment and Genetics La Trobe University Bundoora Victoria 3086 Australia
- Research Centre for Future Landscapes La Trobe University Bundoora Victoria 3086 Australia
| | - Evelyn K. Chia
- Nature Conservation Council of New South Wales Chippendale New South Wales 2008 Australia
| | - Steve Leonard
- Department of Environment and Genetics La Trobe University Bundoora Victoria 3086 Australia
- Department of Natural Resources and Environment Tasmania Hobart Tasmania 7001 Australia
| | - Luke Collins
- Department of Environment and Genetics La Trobe University Bundoora Victoria 3086 Australia
- Research Centre for Future Landscapes La Trobe University Bundoora Victoria 3086 Australia
- Department of Environment, Land, Water and Planning Arthur Rylah Institute for Environmental Research Heidelberg Victoria 3084 Australia
- Pacific Forestry Centre, Canadian Forest Service Natural Resources Canada 506 West Burnside Road Victoria British Columbia V8Z 1M5 Canada
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Goldingay RL, McHugh D, Parkyn JL. Multiyear monitoring of threatened iconic arboreal mammals in a mid‐elevation conservation reserve in eastern Australia. Ecol Evol 2022; 12:e8935. [PMID: 35646314 PMCID: PMC9130560 DOI: 10.1002/ece3.8935] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2022] [Accepted: 04/25/2022] [Indexed: 12/02/2022] Open
Abstract
Multiyear investigations of population dynamics are fundamental to threatened species conservation. We used multiseason occupancy based on spotlight surveys to investigate dynamic occupancy of the koala and the greater glider over an 8‐year period that encompassed a severe drought in year 6. We combined our occupancy estimates with literature estimates of density to estimate the population sizes of these species within the focal conservation reserve. Both species showed substantial yearly variation in the probability of detection (koala: 0.13–0.24; greater glider: 0.12–0.36). Detection of the koala did not follow any obvious pattern. Low detection of the greater glider coincided with the drought and two subsequent years. We suggest the low detection reflected a decline in abundance. The probability of occupancy of the koala was estimated to be 0.88 (95% CI: 0.75–1.0) in year 8. Autonomous recording units were also used in year 8, enabling an independent occupancy estimate of 0.80 (0.64–0.90). We found no evidence of a drought‐induced decline in the koala. Habitat variables had a weak influence on koala occupancy probabilities. The probability of occupancy of the greater glider changed little over time, from 0.52 (95% CI: 0.24–0.81) to 0.63 (0.42–0.85) in year 8. Modeling suggested that the probability of colonization was positively influenced by the percentage cover of rainforest. Increased cover of these nonbrowse trees may reflect thermal buffering, site productivity, or soil moisture. We estimate that our study reserve is likely to contain >900 adult koalas and >2400 adult greater gliders. These are among some of the first reserve‐wide estimates for these species. Our study reserve can play an important role in the conservation of both species.
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Affiliation(s)
- Ross L. Goldingay
- Faculty of Science Southern Cross University Lismore New South Wales Australia
| | - Darren McHugh
- Faculty of Science Southern Cross University Lismore New South Wales Australia
| | - Jonathan L. Parkyn
- Faculty of Science Southern Cross University Lismore New South Wales Australia
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Kufa CA, Bekele A, Atickem A. Impacts of climate change on predicted habitat suitability and distribution of Djaffa Mountains Guereza (Colobus guereza gallarum, Neumann 1902) using MaxEnt algorithm in Eastern Ethiopian Highland. Glob Ecol Conserv 2022. [DOI: 10.1016/j.gecco.2022.e02094] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022] Open
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Wagner B, Baker PJ, Moore BD, Nitschke CR. Mapping canopy nitrogen-scapes to assess foraging habitat for a vulnerable arboreal folivore in mixed-species Eucalyptus forests. Ecol Evol 2021; 11:18401-18421. [PMID: 35003680 PMCID: PMC8717341 DOI: 10.1002/ece3.8428] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2021] [Revised: 11/01/2021] [Accepted: 11/21/2021] [Indexed: 11/30/2022] Open
Abstract
Herbivore foraging decisions are closely related to plant nutritional quality. For arboreal folivores with specialized diets, such as the vulnerable greater glider (Petauroides volans), the abundance of suitable forage trees can influence habitat suitability and species occurrence. The ability to model and map foliar nitrogen would therefore enhance our understanding of folivore habitat use at finer scales. We tested whether high-resolution multispectral imagery, collected by a lightweight and low-cost commercial unoccupied aerial vehicle (UAV), could be used to predict total and digestible foliar nitrogen (N and digN) at the tree canopy level and forest stand-scale from leaf-scale chemistry measurements across a gradient of mixed-species Eucalyptus forests in southeastern Australia. We surveyed temperate Eucalyptus forests across an elevational and topographic gradient from sea level to high elevation (50-1200 m a.s.l.) for forest structure, leaf chemistry, and greater glider occurrence. Using measures of multispectral leaf reflectance and spectral indices, we estimated N and digN and mapped N and favorable feeding habitat using machine learning algorithms. Our surveys covered 17 Eucalyptus species ranging in foliar N from 0.63% to 1.92% dry matter (DM) and digN from 0.45% to 1.73% DM. Both multispectral leaf reflectance and spectral indices were strong predictors for N and digN in model cross-validation. At the tree level, 79% of variability between observed and predicted measures of nitrogen was explained. A spatial supervised classification model correctly identified 80% of canopy pixels associated with high N concentrations (≥1% DM). We developed a successful method for estimating foliar nitrogen of a range of temperate Eucalyptus species using UAV multispectral imagery at the tree canopy level and stand scale. The ability to spatially quantify feeding habitat using UAV imagery allows remote assessments of greater glider habitat at a scale relevant to support ground surveys, management, and conservation for the vulnerable greater glider across southeastern Australia.
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Affiliation(s)
- Benjamin Wagner
- School of Ecosystem and Forest SciencesThe University of MelbourneRichmond, VictoriaAustralia
| | - Patrick J. Baker
- School of Ecosystem and Forest SciencesThe University of MelbourneRichmond, VictoriaAustralia
| | - Ben D. Moore
- Hawkesbury Institute for the EnvironmentThe Western Sydney UniversityPenrith, NSWAustralia
| | - Craig R. Nitschke
- School of Ecosystem and Forest SciencesThe University of MelbourneRichmond, VictoriaAustralia
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Wagner B, Baker PJ, Nitschke CR. The influence of spatial patterns in foraging habitat on the abundance and home range size of a vulnerable arboreal marsupial in southeast Australia. CONSERVATION SCIENCE AND PRACTICE 2021. [DOI: 10.1111/csp2.566] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022] Open
Affiliation(s)
- Benjamin Wagner
- School of Ecosystem and Forest Sciences The University of Melbourne Richmond Victoria Australia
| | - Patrick J. Baker
- School of Ecosystem and Forest Sciences The University of Melbourne Richmond Victoria Australia
| | - Craig R. Nitschke
- School of Ecosystem and Forest Sciences The University of Melbourne Richmond Victoria Australia
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Hof C. Towards more integration of physiology, dispersal and land-use change to understand the responses of species to climate change. J Exp Biol 2021; 224:224/Suppl_1/jeb238352. [PMID: 33627466 DOI: 10.1242/jeb.238352] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
The accelerating biodiversity crisis, for which climate change has become an important driver, urges the scientific community for answers to the question of whether and how species are capable of responding successfully to rapidly changing climatic conditions. For a better understanding and more realistic predictions of species' and biodiversity responses, the consideration of extrinsic (i.e. environment-related) and intrinsic (i.e. organism-related) factors is important, among which four appear to be particularly crucial: climate change and land-use change, as extrinsic factors, as well as physiology and dispersal capacity, as intrinsic factors. Here, I argue that these four factors should be considered in an integrative way, but that the scientific community has not yet been very successful in doing so. A quantitative literature review revealed a generally low level of integration within global change biology, with a pronounced gap especially between the field of physiology and other (sub)disciplines. After a discussion of potential reasons for this unfortunate lack of integration, some of which may relate to key deficits e.g. in the reward and incentive systems of academia, I suggest a few ideas that might help to overcome some of the barriers between separated research communities. Furthermore, I list several examples for promising research along the integration frontier, after which I outline some research questions that could become relevant if one is to push the boundary of integration among disciplines, of data and methods, and across scales even further - for a better understanding and more reliable predictions of species and biodiversity in a world of global change.
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Affiliation(s)
- Christian Hof
- Terrestrial Ecology Research Group, Technical University of Munich, Freising, Germany
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