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| Author | Bohnett, E., Holmberg, J., Faryabi, S. P., An, L., Ahmad, B., Rashid, W., Ostrowski, S. | ||||
Title  |
Comparison of two individual identification algorithms for snow leopards (Panthera uncia) after automated detection | Type | Journal Article | ||
| Year | 2023 | Publication | Ecological Informatics | Abbreviated Journal | |
| Volume | 77 | Issue | 102214 | Pages | 1-14 |
| Keywords | Background subtraction, Deep learning, Hotspotter, Individual identification, PIE v2, Snow leopards | ||||
| Abstract | Photo-identification of individual snow leopards (Panthera uncia) is the primary data source for density estimation via capture-recapture statistical methods. To identify individual snow leopards in camera trap imagery, it is necessary to match individuals from a large number of images from multiple cameras and historical catalogues, which is both time-consuming and costly. The camouflaged snow leopards also make it difficult for machine learning to classify photos, as they blend in so well with the surrounding mountain environment, rendering applicable software solutions unavailable for the species. To potentially make snow leopard individual identification available via an artificial intelligence (AI) software interface, we first trained and evaluated image classification techniques for a convolutional neural network, pose invariant embeddings (PIE) (a triplet loss network), and compared the accuracy of PIE to that of the HotSpotter algorithm (a SIFT-based algorithm). Data were acquired from a curated library of free-ranging snow leopards taken in Afghanistan between 2012 and 2019 and from captive animals in zoos in Finland, Sweden, Germany, and the United States. We discovered several flaws in the initial PIE model, such as a small amount of background matching, that was addressed, albeit likely not fixed, using background subtraction (BGS) and left-right mirroring (LR) techniques which demonstrated reasonable accuracy (Rank 1: 74% Rank-5: 92%) comparable to the Hotspotter results (Rank 1: 74% Rank 2: 84%)The PIE BGS LR model, in conjunction with Hotspotter, yielded the following results: Rank-1: 85%, Rank-5: 95%, Rank-20: 99%. In general, our findings indicate that PIE BGS LR, in conjunction with HotSpotter, can classify snow leopards more accurately than using either algorithm alone. | ||||
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| Notes | Approved | no | |||
| Call Number | SLN @ rakhee @ | Serial | 1723 | ||
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| Author | Gripenberg, U. | ||||
| Title |
Comparison of chromosome banding patterns in the snow leopard (Panthera uncial) and in other felids | Type | Unsupported: Serial (Book, Monograph) | ||
| Year | 1982 | Publication | Abbreviated Journal | ||
| Volume | Issue | Pages | 135-138 | ||
| Keywords | Banding; Chromosome; felids; International; patterns; pedigree; snow leopard | ||||
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| Language | Summary Language | Original Title | |||
| Series Editor | Series Title | International Pedigree Book of Snow Leopards | Abbreviated Series Title | ||
| Series Volume | Series Issue | 3 | Edition | ||
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| Area | Expedition | Conference | |||
| Notes | Approved | no | |||
| Call Number | SLN @ rana @ 966 | Serial | 353 | ||
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| Author | Ahmad, A. | ||||
| Title |
Community-Based Natural Resources Management in Northern Pakistan | Type | Conference Article | ||
| Year | 1997 | Publication | Abbreviated Journal | ||
| Volume | Issue | Pages | 148-154 | ||
| Keywords | conservation; livestock; Wwf; Pakistan; herders; herder; snow-leopard; management; Marco-Polo-sheep; grazing; ibex; park; parks; reserve; reserves; refuge; Khunjerab; hunting; hunter; skin; pelt; fur; coat; protected-area; snow leopard; browse; 2950 | ||||
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| Publisher | Islt | Place of Publication | Lahore, Pakistan | Editor | R.Jackson and A.Ahmad |
| Language | English | Summary Language | Original Title | ||
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| Notes | Full text at URLTitle, Monographic: Eighth International Snow Leopard SymposiumPlace of Meeting: Islamabad, IndiaDate of Copyright: 1997 | Approved | no | ||
| Call Number | SLN @ rana @ 299 | Serial | 41 | ||
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| Author | Young, J. C., Alexander, J. S., Bijoor, A., Sharma, D., Dutta, A., Agvaantseren, B., Mijiddorj, T. N., Jumabay, K., Amankul, V., Kabaeva, B., Nawaz, A., Khan, S., Ali, H., Rullman, J. S., Sharma, K., Murali, R., Mishra, C. | ||||
| Title |
Community-Based Conservation for the Sustainable Management of Conservation Conflicts: Learning from Practitioners | Type | Journal | ||
| Year | 2021 | Publication | Sustainability | Abbreviated Journal | |
| Volume | 13 | Issue | Pages | 1-20 | |
| Keywords | community-based conservation; snow leopards; participation; conflict; narratives; story- telling; conflict management | ||||
| Abstract | We explore the role of community-based conservation (CBC) in the sustainable management of conservation conflicts by examining the experiences of conservation practitioners trying to address conflicts between snow leopard conservation and pastoralism in Asian mountains. Practitioner experiences are examined through the lens of the PARTNERS principles for CBC (Presence, Aptness, Respect, Transparency, Negotiation, Empathy, Responsiveness, and Strategic Support) that represent an inclusive conservation framework for effective and ethical engagement with local communities. Case studies from India, Kyrgyzstan, Mongolia, and Pakistan show that resilient relationships arising from respectful engagement and negotiation with local communities can provide a strong platform for robust conflict management. We highlight the heuristic value of documenting practitioner experiences in on-the-ground conflict management and community-based conservation efforts. | ||||
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| Notes | Approved | no | |||
| Call Number | Serial | 1641 | |||
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| Author | Jackson, R. | ||||
| Title |
Community Participation: Tools and Examples | Type | Conference Article | ||
| Year | 2000 | Publication | Abbreviated Journal | ||
| Volume | Issue | Pages | 1-9 | ||
| Keywords | community; workshop; wildlife; India; us; Himalayan; biodiversity; project; snow; snow leopard; snow-leopard; leopard; trust; management; planning; trans-himalayan; transhimalayan; protected; protected areas; protected area; protected-areas; protected-area; areas; area; 2000; leh; Ladakh | ||||
| Abstract | In response to dwindling wildlife populations and habitat, governments established national parks and protected areas, often with little input from people living in the immediate area. In some cases communities were relocated, but in most they are left to pursue traditional agricultural and pastoral livelihoods under a new set of rules. Important questions of land tenure remained unresolved, with a “fences and fines” approach to protected area management (Stolton and Dudley 1999). | ||||
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| Series Editor | Series Title | Abbreviated Series Title | Management Planning Workshop for the Trans-Himalayan Protected Areas, 25-29 August, 2000, Leh, Ladak | ||
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| Notes | Workshop sponsored by the Wildlife Institute of India, US Fish and Wildlife Service Himalayan Biodiversity project, andInternational Snow Leopard Trust | Approved | no | ||
| Call Number | SLN @ rana @ 1020 | Serial | 467 | ||
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| Author | Vannelli, K., Hampton, M. P., Namgail, T., Black, S. A. | ||||
| Title |
Community participation in ecotourism and its effect on local perceptions of snow leopard (Panthera uncia) conservation | Type | Journal Article | ||
| Year | 2019 | Publication | Human Dimensions of Wildlife | Abbreviated Journal | |
| Volume | Issue | Pages | 1-14 | ||
| Keywords | Instrumental value; snow leopard; perceptions; ecotourism; human–wildlife conflict | ||||
| Abstract | Local support and involvement is often essential for effective wildlife conservation. This study assessed the impact of local involvement in ecotourism schemes on perceptions of wildlife, promotion of conservation action, types of values that communities placed on wildlife, and contexts in which wildlife are considered to be most valuable. The study used qualitative semi-structured interviews conducted in seven villages in Ladakh, India, which is an important region of snow leopard (Panthera uncia) habitat. Results indicated that in these communities, ecotourism-based interventions encourage more positive perceptions of wildlife species, in particular the snow leopard. Achieving change in community perceptions of wildlife is key when implementing ecotourism schemes to enable more effective conservation, as well as generating local awareness and value for wildlife toward problematic keystone species such as the snow leopard, which are frequently the focus of human-wildlife conflict. |
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| Notes | Approved | no | |||
| Call Number | Serial | 1607 | |||
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| Author | Rovero, F., Augugliaro, C., Havmoller, R. W., Groff, C., Zimmerman, F., Oberosler, V., Tenan, S. | ||||
| Title |
Co-occurrence of snow leopard Panthera uncia, Siberian ibex Capra sibirica and livestock: potential relationships and effects | Type | Journal Article | ||
| Year | 2018 | Publication | Oryx | Abbreviated Journal | |
| Volume | Issue | Pages | 1-7 | ||
| Keywords | Altai mountains, camera trapping, human� wildlife conflict, Mongolia, occupancy, occurrence interactions, Siberian ibex, snow leopard | ||||
| Abstract | Understanding the impact of livestock on native wildlife is of increasing conservation relevance. For the Vulnerable snow leopard Panthera uncia, wild prey reduction, intensifying human�wildlife conflicts and retaliatory killings are severe threats potentially exacerbated by the presence of livestock. Elucidating patterns of co-occurrence of snow leopards, wild ungulate prey, and livestock, can be used to assess the compatibility of pastoralism with conservation. We used camera trapping to study the interactions of livestock, Siberian ibex Capra sibirica and snow leopards in a national park in the Altai mountains, Mongolia. We obtained  detections of wild mammals and  of domestic ungulates, dogs and humans. Snow leopards and Siberian ibex were recorded  and  times, respectively. Co-occurrence modelling showed that livestock had a higher estimated occupancy (.) than ibex, whose occupancy was lower in the presence of livestock (.) than in its absence (.�. depending on scenarios modelled). Snow leopard occupancy did not appear to be affected by the presence of livestock or ibex but the robustness of such inference was limited by uncertainty around the estimates. Although our sampling at presumed snow leopard passing sites may have led to fewer ibex detections, results indicate that livestock may displace wild ungulates, but may not directly affect the occurrence of snow leopards. Snow leopards could still be threatened by livestock, as overstocking can trigger human�carnivore conflicts and hamper the conservation of large carnivores. Further research is needed to assess the generality and strength of our results. |
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| Notes | Approved | no | |||
| Call Number | SLN @ rakhee @ | Serial | 1465 | ||
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| Author | Li, J., McCarthy, T. M., Wang, H., Weckworth, B. V., Shaller, G. B., Mishra, C., Lu, Z., Beissinger, S. R | ||||
| Title |
Climate refugia of snow leopards in High Asia | Type | Journal Article | ||
| Year | 2016 | Publication | Biological Conservation | Abbreviated Journal | |
| Volume | Issue | 203 | Pages | 188-196 | |
| Keywords | Snow leopard, Habitat, Climate change, Refugia, High Asia, Conservation | ||||
| Abstract | Rapidwarming in High Asia is threatening its unique ecosystemand endemic species, especially the endangered snow leopard (Panthera uncia). Snow leopards inhabit the alpine zone between snow line and tree line, which contracts and expands greatly during glacier-interglacial cycles. Here we assess impacts of climate change on global snow leopard habitat from the last glacial maximum (LGM; 21 kyr ago) to the late 21st century. Based on occurrence records of snow leopards collected across all snow leopard range countries from 1983 to 2015, we built a snow leopard habitat model using the maximum entropy algorithm (MaxEnt 3.3.3k). Then we projected this model into LGM, mid-Holocene and 2070. Analysis of snow leopard habitat map from LGM to 2070 indicates that three large patches of stable habitat have persisted from the LGM to present in the Altai, Qilian, and Tian Shan-Pamir-Hindu Kush-Karakoram mountain ranges, and are projected to persist through the late 21st century. These climatically suitable areas account for about 35% of the snow leopard's current extent, are large enough to support viable populations, and should function as refugia for snow leopards to survive through both cold and warm periods. Existence of these refugia is largely due to the unique mountain environment in High Asia, which maintains a relatively constant arid or semi-arid climate. However, habitat loss leading to fragmentation in the Himalaya and Hengduan Mountains, as well as increasing human activities, will present conservation challenges for snow leopards and other sympatric species. |
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| Notes | Approved | no | |||
| Call Number | SLN @ rakhee @ | Serial | 1449 | ||
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| Author | Kichloo, M. A., Sharma, K., Sharma, N. | ||||
| Title |
Climate casualties or human disturbance? Shrinking distribution of the three large carnivores in the Greater Himalaya | Type | Journal Article | ||
| Year | 2023 | Publication | Springer – Climatic Change | Abbreviated Journal | |
| Volume | 176 | Issue | 118 | Pages | 1-17 |
| Keywords | Snow leopard · Common leopard · Asiatic black bear · Climate change · Multi- season occupancy analysis · Local ecological knowledge · Imperfect detection | ||||
| Abstract | Mammalian carnivores are key to our understanding of ecosystem dynamics, but most of them are threatened with extinction all over the world. Conservating large carnivores is often an arduous task considering the complex relationship between humans and carnivores, and the diverse range and reasons of threats they face. Climate change is exacerbating the situation further by interacting with most existing threats and amplifying their impacts. The Mountains of Central and South Asia are warming twice as rapidly as the rest of the northern hemisphere. There has been limited research on the effect of climate change and other variables on large carnivores. We studied the patterns in spatio-temporal distribution of three sympatric carnivores, common leopard, snow leopard, and Asiatic black bear in Kishtwar high altitude National Park, a protected area in the Great Himalayan region of Jammu and Kashmir. We investigated the effects of key habitat characteristics as well as human disturbance and climatic factors to understand the spatio-temporal change in their distributions between the early 1990s and around the year 2016–2017. We found a marked contraction in the distribution of the three carnivores between the two time periods. While snow leopard shifted upwards and further away from human settlements, common leopard and Asiatic black bear suffered higher rates of local extinctions at higher altitudes and shifted to lower areas with more vegetation, even if that brought them closer to settlements. We also found some evidence that snow leopards were less likely to have faced range contraction in areas with permanent glaciers. Our study underscores the importance of climate adaptive conservation practices for long-term management in the Greater Himalaya, including the monitoring of changes in habitat, and space-use patterns by human communities and wildlife. | ||||
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| Notes | Approved | no | |||
| Call Number | SLN @ rakhee @ | Serial | 1724 | ||
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| Author | Worley, M.B. | ||||
| Title |
Chronic liver disease in snow leopards: A possible viral etiology | Type | Book Chapter | ||
| Year | 1982 | Publication | International Pedigree Book of Snow Leopards, Vol. 3 | Abbreviated Journal | |
| Volume | 3 | Issue | Pages | 131-133 | |
| Keywords | captive; Chronic; Disease; etiology; International; Liver; pedigree; snow-leopard; snow-leopards; snow leopard; snow leopards; veterinary; Viral; zoo | ||||
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| Publisher | Helsinki Zoo | Place of Publication | Helsinki | Editor | Blomqvist, L. |
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| Notes | Approved | no | |||
| Call Number | SLN @ rana @ 1046 | Serial | 1030 | ||
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