1
|
Havmøller LW, Wahyudi HA, Iqbal M, Nawangsari VA, Setiawan J, Chandradewi DS, Møller PR, Træholt C, Havmøller RW. Exploring temporal activity of dholes, their prey, and competitors in East Java, Indonesia. Ecol Evol 2024; 14:e11666. [PMID: 38975263 PMCID: PMC11224129 DOI: 10.1002/ece3.11666] [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: 02/01/2024] [Revised: 06/11/2024] [Accepted: 06/17/2024] [Indexed: 07/09/2024] Open
Abstract
Dholes (Cuon alpinus) are endangered large carnivores found in scattered populations in Asia. One of the main threats to dholes is the decreasing prey availability throughout their distribution range. In the present study, we used camera trap data collected over 6 years to investigate the temporal activity patterns of dholes and their putative prey species in Baluran National Park in Java, Indonesia. We also explored the overlap in activity between dholes and the park's other remaining large carnivore the Javan leopard (Panthera pardus melas), as well as humans. Furthermore, we investigated potential differences in activity patterns between dholes in packs and dholes roaming in pairs or alone. We found a high temporal overlap between dholes and their wild ungulate prey species (ranging from Δ = 0.66-0.90), with the lowest overlap observed between dholes and bantengs (Bos javanicus) (Δ = 0.66), and the highest between dholes and muntjacs (Muntiacus muntjak) (Δ = 0.90). A very low overlap was found between dholes and domestic cattle (Bos indicus) (Δ = 0.27) whereas a moderately high overlap was found between dholes and leopards (Δ = 0.70) and dholes and humans (Δ = 0.62). We found a significant difference in activity patterns between dholes in packs and dholes roaming alone or in pairs (Δ = 0.78, p = .01). Single/pairs of dholes were more active both during the day and at night, whereas packs were predominantly active around sunrise and sunset. The high overlap with humans potentially has a negative effect on dhole activity, particularly for dispersing individuals, and the low overlap with domestic species questions the extent to which dholes are considered to predate on them.
Collapse
Affiliation(s)
- Linnea Worsøe Havmøller
- Natural History Museum of DenmarkUniversity of CopenhagenCopenhagenDenmark
- Research and Conservation, Copenhagen ZooFrederiksbergDenmark
- Department for the Ecology of Animal SocietiesMax Planck Institute of Animal BehaviorConstanceGermany
| | | | - Mochammad Iqbal
- Baluran National Park, JI Raya Banyuwangi‐SitubondoDesa WonorejoIndonesia
| | | | - Johan Setiawan
- Baluran National Park, JI Raya Banyuwangi‐SitubondoDesa WonorejoIndonesia
| | | | - Peter Rask Møller
- Natural History Museum of DenmarkUniversity of CopenhagenCopenhagenDenmark
- Norwegian College of Fishery ScienceUiT – the Arctic University of NorwayTromsøNorway
| | - Carl Træholt
- Research and Conservation, Copenhagen ZooFrederiksbergDenmark
| | - Rasmus Worsøe Havmøller
- Natural History Museum of DenmarkUniversity of CopenhagenCopenhagenDenmark
- Research and Conservation, Copenhagen ZooFrederiksbergDenmark
- Department for the Ecology of Animal SocietiesMax Planck Institute of Animal BehaviorConstanceGermany
| |
Collapse
|
2
|
de Souza Ferreira Neto G, Baccaro FB, Phillips MJ, Massara RL. The distribution of bushmeat mammals in unflooded forests of the Central Amazon is influenced by poaching proxies. Ecol Evol 2023; 13:e10783. [PMID: 38053788 PMCID: PMC10694382 DOI: 10.1002/ece3.10783] [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: 06/19/2023] [Revised: 11/11/2023] [Accepted: 11/17/2023] [Indexed: 12/07/2023] Open
Abstract
Medium to large rainforest mammals are key conservation flagship groups that offer non-redundant ecosystem functions, but anthropic pressures, such as illegal hunting, may strongly affect their occupancy in Amazonia. We combined camera traps and occupancy models to assess the influence of distance from human settlements, the number of families per settlement and the synergetic effect of the average weight of 27 species on the occupancy probability of mammals. Specifically, we classified mammal species according to the game preferences of hunters (i.e. a group of species depleted for bushmeat, a group of species hunted for retaliation and a group of non-hunted species). We also accounted for the influence on the detection probability of each group of both the number of days each camera operated and the body weight of mammals. The occupancy probability of the bushmeat group (i.e. deer, peccaries, agoutis, pacas and armadillos) was lower at locations closer to human settlements. Still, the number of families correlated positively with occupancy, with the occupancy probability of the group being slightly higher at sites with more families. This difference was probably due to larger and more abundant crops and fruiting trees attracting wildlife at such sites. Conversely, the occupancy probability of the retaliation group (i.e. carnivores) and the non-hunted group (i.e. opossums, spiny rats, squirrels and anteaters) were indifferent to anthropogenic stressors. The detection probability of the non-hunted and particularly the most depleted species correlated negatively with body weight. This may suggest that larger species, especially those from the bushmeat group, are rarer or less abundant in the system, possibly because they are the preferable target of hunters. In the long term, locals will likely need to travel long distances to find harvest meat. Poaching also threatens food security since game bushmeat is an essential source of protein for isolated rural Amazonians.
Collapse
Affiliation(s)
| | - Fabricio Beggiato Baccaro
- Departamento de Biologia, Instituto de Ciências BiológicasUniversidade Federal do AmazonasManausBrazil
| | - Matthew J. Phillips
- School of Earth, Environmental and Biological SciencesQueensland University of TechnologyBrisbaneQueenslandAustralia
| | - Rodrigo Lima Massara
- Laboratório de Ecologia e Conservação, Departamento de Genética, Ecologia e Evolução, Instituto de Ciências BiológicasUniversidade Federal de Minas GeraisBelo HorizonteBrazil
| |
Collapse
|
3
|
Srivathsa A, Ramachandran V, Saravanan P, Sureshbabu A, Ganguly D, Ramakrishnan U. Topcats and underdogs: intraguild interactions among three apex carnivores across Asia's forestscapes. Biol Rev Camb Philos Soc 2023; 98:2114-2135. [PMID: 37449566 DOI: 10.1111/brv.12998] [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: 09/30/2022] [Revised: 06/26/2023] [Accepted: 07/04/2023] [Indexed: 07/18/2023]
Abstract
Intraguild interactions among carnivores have long held the fascination of ecologists. Ranging from competition to facilitation and coexistence, these interactions and their complex interplay influence everything from species persistence to ecosystem functioning. Yet, the patterns and pathways of such interactions are far from understood in tropical forest systems, particularly across countries in the Global South. Here, we examined the determinants and consequences of competitive interactions between dholes Cuon alpinus and the two large felids (leopards Panthera pardus and tigers Panthera tigris) with which they most commonly co-occur across Asia. Using a combination of traditional and novel data sources (N = 118), we integrate information from spatial, temporal, and dietary niche dimensions. These three species have faced catastrophic declines in their extent of co-occurrence over the past century; most of their source populations are now confined to Protected Areas. Analysis of dyadic interactions between species pairs showed a clear social hierarchy. Tigers were dominant over dholes, although pack strength in dholes helped ameliorate some of these effects; leopards were subordinate to dholes. Population-level spatio-temporal interactions assessed at 25 locations across Asia did not show a clear pattern of overlap or avoidance between species pairs. Diet-profile assessments indicated that wild ungulate biomass consumption by tigers was highest, while leopards consumed more primate and livestock prey as compared to their co-predators. In terms of prey offtake (ratio of wild prey biomass consumed to biomass available), the three species together harvested 0.4-30.2% of available prey, with the highest offtake recorded from the location where the carnivores reach very high densities. When re-examined in the context of prey availability and offtake, locations with low wild prey availability showed spatial avoidance and temporal overlap among the carnivore pairs, and locations with high wild prey availability showed spatial overlap and temporal segregation. Based on these observations, we make predictions for 40 Protected Areas in India where temporally synchronous estimates of predator and prey densities are available. We expect that low prey availability will lead to higher competition, and in extreme cases, to the complete exclusion of one or more species. In Protected Areas with high prey availability, we expect intraguild coexistence and conspecific competition among carnivores, with spill-over to forest-edge habitats and subsequent prey-switching to livestock. We stress that dhole-leopard-tiger co-occurrence across their range is facilitated through an intricate yet fragile balance between prey availability, and intraguild and conspecific competition. Data gaps and limitations notwithstanding, our study shows how insights from fundamental ecology can be of immense utility for applied aspects like large predator conservation and management of human-carnivore interactions. Our findings also highlight potential avenues for future research on tropical carnivores that can broaden current understanding of intraguild competition in forest systems of Asia and beyond.
Collapse
Affiliation(s)
- Arjun Srivathsa
- National Centre for Biological Sciences, TIFR, GKVK Campus, Bellary Road, Bengaluru, 560065, India
- Wildlife Conservation Society-India, 551, 7th Main Road, 2nd Stage Rajiv Gandhi Nagar, Kodigehalli, Bengaluru, 560097, India
| | - Vivek Ramachandran
- National Centre for Biological Sciences, TIFR, GKVK Campus, Bellary Road, Bengaluru, 560065, India
- Wildlife Biology and Conservation Program, National Centre for Biological Sciences, TIFR, GKVK Campus, Bellary Road, Bengaluru, 560065, India
| | - Pooja Saravanan
- National Centre for Biological Sciences, TIFR, GKVK Campus, Bellary Road, Bengaluru, 560065, India
| | - Abhijith Sureshbabu
- National Centre for Biological Sciences, TIFR, GKVK Campus, Bellary Road, Bengaluru, 560065, India
| | - Divyajyoti Ganguly
- National Centre for Biological Sciences, TIFR, GKVK Campus, Bellary Road, Bengaluru, 560065, India
- Wildlife Biology and Conservation Program, National Centre for Biological Sciences, TIFR, GKVK Campus, Bellary Road, Bengaluru, 560065, India
| | - Uma Ramakrishnan
- National Centre for Biological Sciences, TIFR, GKVK Campus, Bellary Road, Bengaluru, 560065, India
| |
Collapse
|
4
|
Sulaksono N, Pudyatmoko S, Sumardi S, Wardhana W, Budiman A. The Effects of Anthropogenic Disturbances on the Spatiotemporal Patterns of Medium-Large Mammals in Tropical Volcanic Landscapes. Animals (Basel) 2023; 13:3217. [PMID: 37893941 PMCID: PMC10603758 DOI: 10.3390/ani13203217] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2023] [Revised: 10/01/2023] [Accepted: 10/07/2023] [Indexed: 10/29/2023] Open
Abstract
A comprehensive understanding of the consequences of human interactions with mammals is a critical factor in supporting and conserving species in landscapes dominated by humans, which are increasingly threatened. This study aimed to identify the spatial and temporal interactions between humans and mammals. A non-parametric statistical approach with kernel density was used to detect human-mammal temporal interactions. The species interaction factor (SIF) was applied to calculate the spatial overlap based on the two-species occupancy detection model. The activity patterns of medium mammals were nocturnal, diurnal, and cathemeral. The human-medium mammal pairs with SIF values that were <1 and statistically significant included the human-long-tailed macaque (Macaca fascicularis) pair, the human-leopard cat (Prionailurus bengalensis) pair, and the human-barking deer (Muntiacus muntjac) pair. Based on their SIF values and the high overlap in their activity times, the human-macaque pairings had a high risk of conflict. Barking deer and leopard cats displayed a coexistence with humans via time-sharing activities. Due to temporal niche variations with human activities, the existence of nocturnal mammals was relatively uninterrupted. This study showed that most mammals are able to adapt spatially and temporally to various human activities. Nonetheless, efforts to mitigate human-wildlife conflict must be maintained, particularly in the case of severely endangered species, such as the Sunda pangolin.
Collapse
Affiliation(s)
- Nurpana Sulaksono
- Gunung Merbabu National Park, The Ministry of Environment and Forestry, Boyolali 57316, Indonesia
- Faculty of Forestry, Universitas Gadjah Mada, Sleman 55281, Indonesia; (S.S.); (W.W.); (A.B.)
| | - Satyawan Pudyatmoko
- Faculty of Forestry, Universitas Gadjah Mada, Sleman 55281, Indonesia; (S.S.); (W.W.); (A.B.)
| | - Sumardi Sumardi
- Faculty of Forestry, Universitas Gadjah Mada, Sleman 55281, Indonesia; (S.S.); (W.W.); (A.B.)
| | - Wahyu Wardhana
- Faculty of Forestry, Universitas Gadjah Mada, Sleman 55281, Indonesia; (S.S.); (W.W.); (A.B.)
| | - Arief Budiman
- Faculty of Forestry, Universitas Gadjah Mada, Sleman 55281, Indonesia; (S.S.); (W.W.); (A.B.)
| |
Collapse
|
5
|
Imron MA, Glass DM, Tafrichan M, Crego RD, Stabach JA, Leimgruber P. Beyond protected areas: The importance of mixed-use landscapes for the conservation of Sumatran elephants ( Elephas maximus sumatranus). Ecol Evol 2023; 13:e10560. [PMID: 37780084 PMCID: PMC10539044 DOI: 10.1002/ece3.10560] [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: 11/23/2022] [Revised: 08/06/2023] [Accepted: 09/01/2023] [Indexed: 10/03/2023] Open
Abstract
Elephants were once widely distributed across the Indonesian island of Sumatra but now exist in small, isolated populations. Using the best data available on elephant occurrence, we aimed to (a) predict potential habitat suitability for elephants (Elephas maximus sumatranus) across the island of Sumatra and (b) model landscape connectivity among the extant elephant populations. We used direct sightings and indirect observations of elephant signs, as well as six remotely sensed proxies of surface ruggedness, vegetation productivity and structure, and human land use and disturbance, to model habitat suitability in a Google Earth Engine (GEE) environment. We validated the habitat suitability prediction using 10-fold spatial block cross validation and by calculating the area under the precision-recall curve (AUC-PR), sensitivity, and specificity for each model iteration. We also used a geolocation dataset collected from global positioning system (GPS) collars fitted on elephants as an independent validation dataset. Models showed good predictive performance with a mean AUC-PR of 0.73, sensitivity of 0.76, and specificity of 0.68. Greater than 83% of the independent GPS collar geolocations were located in predicted suitable habitat. We found human modification, surface ruggedness, and normalized difference vegetation index to be the most important variables for predicting suitable elephant habitat. Thirty-two percent, or 135,646 km2, of Sumatra's land area was predicted to be suitable habitat, with 43 patches of suitable habitat located across Sumatra. Areas with high connectivity were concentrated in the Riau and North Sumatra provinces. Though our analysis highlights the need to improve the quality of data collected on Sumatran elephants, more suitable habitat remains on Sumatra than is used by known populations. Targeted habitat conservation, especially of the suitable habitat in and around the Lamno, Balai Raja, Tesso Tenggara, Tesso Utara, Bukit Tigapuluh, Seblat, Padang Sugihan, and Bukit Barisan Selatan ranges, may improve the long-term viability of this critically endangered species.
Collapse
Affiliation(s)
| | - Danielle M. Glass
- Smithsonian National Zoo & Conservation Biology InstituteConservation Ecology CenterFront RoyalVirginiaUSA
| | | | - Ramiro D. Crego
- Smithsonian National Zoo & Conservation Biology InstituteConservation Ecology CenterFront RoyalVirginiaUSA
- School of Biological, Earth & Environmental SciencesUniversity College CorkCorkIreland
| | - Jared A. Stabach
- Smithsonian National Zoo & Conservation Biology InstituteConservation Ecology CenterFront RoyalVirginiaUSA
| | - Peter Leimgruber
- Smithsonian National Zoo & Conservation Biology InstituteConservation Ecology CenterFront RoyalVirginiaUSA
| |
Collapse
|
6
|
Sharma HP, Katuwal HB, Bhattarai BP, Bhandari S, Adhikari D, Aryal B, Tamang K, Nepali A, KC S, Baral BD, Devkota S, Koirala S, Mandal DN, Regmi S. Factors affecting the occupancy of sloth bear and its detection probability in Parsa-Koshi Complex, Nepal. Ecol Evol 2023; 13:e10587. [PMID: 37794874 PMCID: PMC10547580 DOI: 10.1002/ece3.10587] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2023] [Revised: 09/10/2023] [Accepted: 09/23/2023] [Indexed: 10/06/2023] Open
Abstract
Understanding factors associated with coexistence of human and wildlife in human-dominated landscapes is crucial for effective species conservation. Among the wildlife species, the sloth bears Melursus ursinus are found both inside and outside the protected areas of Nepal, and with increasing cases of human and bear conflicts in both areas. This highlights the necessity for a comprehensive understanding of anthropogenic and ecological factors that affect the occurrence of sloth bear. The understanding of these factors is important for its coexistence and conservation in human-dominated areas through establishing management and conservation action plan. We studied the sloth bear's occupancy and their coexistence in human-dominated environments with other large predators in the Parsa-Koshi Complex of Nepal using camera traps from December 2022 to March 2023. We identified the occupancy and detection probability of the sloth bear as 0.12 and 0.31, respectively. Our analysis reveals a positive relationship between sloth bear occurrence and the presence of large predators (βpredators = 3.104 ± 0.968), such as tigers (Panthera tigris) and leopards (Panthera pardus), as well as the number of humans detected (βhuman = 1.428 ± 1.216) and canopy cover percentage (βcc = 1.002 ± 0.737). However, the number of livestock detected shows a negative interaction with the occurrence of sloth bears (βlivestock = -2.240 ± 1.467). There was insignificant interaction between sloth bear occupancy and distance to human settlements, roads, and water bodies. These findings underscore the complex dynamics between sloth bears, humans, large predators, and livestock in human-dominated landscapes. To ensure the long-term survival of sloth bear populations and promote species conservation, comprehensive conservation strategies that account for both ecological and socio-economic factors are essential.
Collapse
Affiliation(s)
- Hari Prasad Sharma
- Central Department of Zoology, Institute of Science and TechnologyTribhuvan UniversityKirtipur, KathmanduNepal
- Nepal Zoological SocietyKirtipur, KathmanduNepal
| | - Hem Bahadur Katuwal
- Nepal Zoological SocietyKirtipur, KathmanduNepal
- Center for Integrative Conservation, Xishuangbanna Tropical Botanical GardenChinese Academy of SciencesMenglaChina
| | - Bishnu Prasad Bhattarai
- Central Department of Zoology, Institute of Science and TechnologyTribhuvan UniversityKirtipur, KathmanduNepal
- Nepal Zoological SocietyKirtipur, KathmanduNepal
| | - Shivish Bhandari
- Department of BiologyMorgan State UniversityBaltimoreMarylandUSA
| | | | - Bishnu Aryal
- Central Department of Zoology, Institute of Science and TechnologyTribhuvan UniversityKirtipur, KathmanduNepal
| | - Krishna Tamang
- Central Department of Zoology, Institute of Science and TechnologyTribhuvan UniversityKirtipur, KathmanduNepal
| | - Amrit Nepali
- Central Department of Zoology, Institute of Science and TechnologyTribhuvan UniversityKirtipur, KathmanduNepal
| | - Sabin KC
- Central Department of Zoology, Institute of Science and TechnologyTribhuvan UniversityKirtipur, KathmanduNepal
| | - Bashu Dev Baral
- Central Department of Zoology, Institute of Science and TechnologyTribhuvan UniversityKirtipur, KathmanduNepal
| | - Surya Devkota
- Central Department of Zoology, Institute of Science and TechnologyTribhuvan UniversityKirtipur, KathmanduNepal
| | | | | | - Sandeep Regmi
- Central Department of Zoology, Institute of Science and TechnologyTribhuvan UniversityKirtipur, KathmanduNepal
- Center for Integrative Conservation, Xishuangbanna Tropical Botanical GardenChinese Academy of SciencesMenglaChina
| |
Collapse
|
7
|
Ji C, Li HD, Xiao W, Xu K, Ren Y, Li H, Wang P, Fan M, Huang X, Xiao Z. Fine-Scale Interactions between Leopard Cats and Their Potential Prey with Contrasting Diel Activities in a Livestock-Dominated Nature Reserve. Animals (Basel) 2023; 13:ani13081296. [PMID: 37106859 PMCID: PMC10135257 DOI: 10.3390/ani13081296] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2023] [Revised: 04/07/2023] [Accepted: 04/08/2023] [Indexed: 04/29/2023] Open
Abstract
Habitat use and the temporal activities of wildlife can be largely modified by livestock encroachment. Therefore, identifying the potential impacts of livestock on the predator-prey interactions could provide essential information for wildlife conservation and management. From May to October 2017, we used camera trapping technology to investigate fine-scale spatiotemporal interactions in a predator-prey system with the leopard cat (Prionailurus bengalensis) as a common mesopredator, and its prey with contrasting activity patterns (i.e., nocturnal rats and diurnal squirrels) in a livestock-dominated nature reserve in Northern China. We found that the prey species showed different habitat preferences with the leopard cats. The nocturnal rats had strong positive effects on the site-use of the leopard cats, while the influence of livestock on the diurnal squirrels' site-use changed from strong positive effects to weak effects as the livestock disturbance increased. The temporal overlap between the leopard cats and the nocturnal rats was almost four times that of the leopard cats and the diurnal squirrels, regardless of the livestock disturbance. Our study demonstrated that the fine-scale spatiotemporal use patterns of the leopard cats were consistent and highly correlated with the nocturnal rats under livestock disturbance. We suggest that appropriate restrictions on livestock disturbance should be implemented by reserve managers to reduce the threat to wildlife and achieve multi-species coexistence.
Collapse
Affiliation(s)
- Chengpeng Ji
- State Key Laboratory of Integrated Management of Pest Insects and Rodents in Agriculture, Institute of Zoology, Chinese Academy of Sciences, Beijing 100101, China
- University of Chinese Academy of Sciences, Beijing 100049, China
| | - Hai-Dong Li
- State Key Laboratory of Integrated Management of Pest Insects and Rodents in Agriculture, Institute of Zoology, Chinese Academy of Sciences, Beijing 100101, China
| | - Wenhong Xiao
- State Key Laboratory of Integrated Management of Pest Insects and Rodents in Agriculture, Institute of Zoology, Chinese Academy of Sciences, Beijing 100101, China
| | - Kai Xu
- State Key Laboratory of Integrated Management of Pest Insects and Rodents in Agriculture, Institute of Zoology, Chinese Academy of Sciences, Beijing 100101, China
- University of Chinese Academy of Sciences, Beijing 100049, China
| | - Yingfeng Ren
- National Yugong Foresty of Jiyuan City, Jiyuan 454650, China
| | - Hongyun Li
- National Yugong Foresty of Jiyuan City, Jiyuan 454650, China
| | - Pengcheng Wang
- National Yugong Foresty of Jiyuan City, Jiyuan 454650, China
| | - Mingliang Fan
- State Key Laboratory of Integrated Management of Pest Insects and Rodents in Agriculture, Institute of Zoology, Chinese Academy of Sciences, Beijing 100101, China
| | - Xiaoqun Huang
- State Key Laboratory of Integrated Management of Pest Insects and Rodents in Agriculture, Institute of Zoology, Chinese Academy of Sciences, Beijing 100101, China
| | - Zhishu Xiao
- State Key Laboratory of Integrated Management of Pest Insects and Rodents in Agriculture, Institute of Zoology, Chinese Academy of Sciences, Beijing 100101, China
- University of Chinese Academy of Sciences, Beijing 100049, China
| |
Collapse
|
8
|
Drivers of Three Most Charismatic Mammalian Species Distribution across a Multiple-Use Tropical Forest Landscape of Sumatra, Indonesia. Animals (Basel) 2022; 12:ani12192722. [PMID: 36230461 PMCID: PMC9559281 DOI: 10.3390/ani12192722] [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: 09/12/2022] [Revised: 09/29/2022] [Accepted: 10/08/2022] [Indexed: 11/16/2022] Open
Abstract
Tropical Rainforest Heritage sites of Sumatra are some of the most irreplaceable landscapes in the world for biodiversity conservation. These landscapes harbor many endangered Asiatic mammals all suffering multifaceted threats due to anthropogenic activities. Three charismatic mammals in Sumatra: Elephas maximus sumatranus, Pongo abelii, and Panthera tigris sumatrae are protected and listed as Critically Endangered (CR) within the IUCN Red List. Nevertheless, their current geographic distribution remains unclear, and the impact of environmental factors on these species are mostly unknown. This study predicts the potential range of those species on the island of Sumatra using anthropogenic, biophysical, topographic, and climatic parameters based on the ensemble machine learning algorithms. We also investigated the effects of habitat loss from current land use, ecosystem availability, and importance of Indonesian protected areas. Our predictive model had relatively excellent performance (Sørensen: 0.81-0.94) and can enhance knowledge on the current species distributions. The most critical environmental predictors for the distribution of the three species are conservation status and temperature seasonality. This study revealed that more than half of the species distributions occurred in non-protected areas, with proportional coverage being 83%, 72%, and 54% for E.m. sumatranus, P. abelii, and P.t. sumatrae, respectively. Our study further provides reliable information on places where conservation efforts must be prioritized, both inside and outside of the protected area networks, to safeguard the ongoing survival of these Indonesian large charismatic mammals.
Collapse
|