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RESEARCH ARTICLE

Patterns of livestock depredation by snow leopards and effects of intervention strategies: lessons from the Nepalese Himalaya

Marc Filla https://orcid.org/0000-0001-7872-9449 A * , Rinzin Phunjok Lama https://orcid.org/0000-0002-7605-2443 B , Tim Filla https://orcid.org/0000-0001-5628-8398 C D , Marco Heurich https://orcid.org/0000-0003-0051-2930 E F G , Niko Balkenhol https://orcid.org/0000-0003-4921-5443 H , Matthias Waltert https://orcid.org/0000-0001-7053-0291 A and Igor Khorozyan https://orcid.org/0000-0002-0657-7500 A
+ Author Affiliations
- Author Affiliations

A Department of Conservation Biology, University of Goettingen, Bürgerstraße 50, 37073 Goettingen, Germany.

B Third Pole Conservancy, GPO Box 26288, Kathmandu, Nepal.

C Institute of Medical Biometry and Bioinformatics, Heinrich Heine University Düsseldorf, Moorenstraße 5, 40227 Dusseldorf, Germany.

D Institute of Rheumatology, Medical Faculty, Heinrich Heine University Düsseldorf, Moorenstraße 5, 40227 Dusseldorf, Germany.

E Chair of Wildlife Ecology and Management, Faculty of Environment and Natural Resources, University of Freiburg, Tennenbacher Straße 4, 79106 Freiburg, Germany.

F Department of Visitor Management and National Park Monitoring, Bavarian Forest National Park, Freyunger Straße 2, 94481 Grafenau, Germany.

G Department of Forestry and Wildlife Management, Campus Evenstad, Inland Norway University of Applied Sciences, 2480 Koppang, Norway.

H Wildlife Sciences, Faculty of Forest Sciences and Forest Ecology, University of Goettingen, Büsgenweg 3, 37077 Goettingen, Germany.


Handling Editor: Thomas Newsome

Wildlife Research 49(8) 719-737 https://doi.org/10.1071/WR21169
Submitted: 18 May 2021  Accepted: 19 March 2022   Published: 19 May 2022

© 2022 The Author(s) (or their employer(s)). Published by CSIRO Publishing.

Abstract

Context: Large carnivores are increasingly threatened by anthropogenic activities, and their protection is among the main goals of biodiversity conservation. The snow leopard (Panthera uncia) inhabits high-mountain landscapes where livestock depredation drives it into conflicts with local people and poses an obstacle for its conservation.

Aims: The aim of this study was to identify the livestock groups most vulnerable to depredation, target them in implementation of practical interventions, and assess the effectiveness of intervention strategies for conflict mitigation. We present a novel attempt to evaluate intervention strategies for particularly vulnerable species, age groups, time, and seasons.

Methods: In 2020, we conducted questionnaire surveys in two regions of the Annapurna Conservation Area, Nepal (Manang, n = 146 respondents and Upper Mustang, n = 183). We applied sample comparison testing, Jacobs’ selectivity index, and generalised linear models (GLMs) to assess rates and spatio-temporal heterogeneity of depredation, reveal vulnerable livestock groups, analyse potential effects of applied intervention strategies, and identify husbandry factors relevant to depredation.

Key results: Snow leopard predation was a major cause of livestock mortality in both regions (25.4–39.8%), resulting in an estimated annual loss of 3.2–3.6% of all livestock. The main intervention strategies (e.g. corrals during night-time and herding during daytime) were applied inconsistently and not associated with decreases in reported livestock losses. In contrast, we found some evidence that dogs, deterrents (light, music playing, flapping tape, and dung burning), and the use of multiple interventions were associated with a reduction in reported night-time depredation of yaks.

Conclusions and implications: We suggest conducting controlled randomised experiments for quantitative assessment of the effectiveness of dogs, deterrents, and the use of multiple interventions, and widely applying the most effective ones in local communities. This would benefit the long-term co-existence of snow leopards and humans in the Annapurna region and beyond.

Keywords: Annapurna, co-existence, conservation biology, highland communities, human–wildlife conflict, large carnivore, livestock depredation, Panthera uncia, prey selection, snow leopard.


References

Akaike H (1973) Information theory and an extension of the maximum likelihood principle. In ‘Proceedings of the Second International Symposium on Information Theory’. (Eds BN Petrov, F Csaki) pp. 267–281. (Akadémiai Kiadó: Budapest, Hungary)

Alexander, J, Chen, P, Damerell, P, Youkui, W, Hughes, J, Shi, K, and Riordan, P (2015). Human wildlife conflict involving large carnivores in Qilianshan, China and the minimal paw-print of snow leopards. Biological Conservation 187, 1–9.
Human wildlife conflict involving large carnivores in Qilianshan, China and the minimal paw-print of snow leopards.Crossref | GoogleScholarGoogle Scholar |

Alexander, JS, Shi, K, Tallents, LA, and Riordan, P (2016). On the high trail: examining determinants of site use by the endangered snow leopard Panthera uncia in Qilianshan, China. Oryx 50, 231–238.
On the high trail: examining determinants of site use by the endangered snow leopard Panthera uncia in Qilianshan, China.Crossref | GoogleScholarGoogle Scholar |

Anwar, MB, Jackson, R, Nadeem, MS, Janečka, JE, Hussain, S, Beg, MA, Muhammad, G, and Qayyum, M (2011). Food habits of the snow leopard Panthera uncia (Schreber, 1775) in Baltistan, Northern Pakistan. European Journal of Wildlife Research 57, 1077–1083.
Food habits of the snow leopard Panthera uncia (Schreber, 1775) in Baltistan, Northern Pakistan.Crossref | GoogleScholarGoogle Scholar |

Aryal, A, Brunton, D, Ji, W, Barraclough, RK, and Raubenheimer, D (2014a). Human–carnivore conflict: ecological and economical sustainability of predation on livestock by snow leopard and other carnivores in the Himalaya. Sustainability Science 9, 321–329.
Human–carnivore conflict: ecological and economical sustainability of predation on livestock by snow leopard and other carnivores in the Himalaya.Crossref | GoogleScholarGoogle Scholar |

Aryal, A, Brunton, D, Ji, W, and Raubenheimer, D (2014b). Blue sheep in the Annapurna Conservation Area, Nepal: habitat use, population biomass and their contribution to the carrying capacity of snow leopards. Integrative Zoology 9, 34–45.
Blue sheep in the Annapurna Conservation Area, Nepal: habitat use, population biomass and their contribution to the carrying capacity of snow leopards.Crossref | GoogleScholarGoogle Scholar | 24447660PubMed |

Aryal, A, Shrestha, UB, Ji, W, Ale, SB, Shrestha, S, Ingty, T, Maraseni, T, Cockfield, G, and Raubenheimer, D (2016). Predicting the distributions of predator (snow leopard) and prey (blue sheep) under climate change in the Himalaya. Ecology and Evolution 6, 4065–4075.
Predicting the distributions of predator (snow leopard) and prey (blue sheep) under climate change in the Himalaya.Crossref | GoogleScholarGoogle Scholar | 27516864PubMed |

Augugliaro, C, Christe, P, Janchivlamdan, C, Baymanday, H, and Zimmermann, F (2020). Patterns of human interaction with snow leopard and co-predators in the Mongolian western Altai: current issues and perspectives. Global Ecology and Conservation 24, e01378.
Patterns of human interaction with snow leopard and co-predators in the Mongolian western Altai: current issues and perspectives.Crossref | GoogleScholarGoogle Scholar |

Baral R, Subedi A, Yadav SK (Eds) (2019) ‘Wild Mammals of the Annapurna Conservation Area.’ (National Trust for Nature Conservation, Annapurna Conservation Area Project: Pokhara, Nepal)

Barton K (2020) MuMIn: Multi-Model Inference. R package version 1.43.17. Available at https://CRAN.R-project.org/package=MuMIn [Accessed May 2021]

Bhuju UR, Shakya PR, Basnet TB, Shrestha S (Eds) (2007) ‘Nepal Biodiversity Resource Book: Protected Areas, Ramsar Sites, and World Heritage Sites.’ (International Centre for Integrated Mountain Development (ICIMOD): Kathmandu, Nepal)

Bocci, A, Lovari, S, Khan, MZ, and Mori, E (2017). Sympatric snow leopards and Tibetan wolves: coexistence of large carnivores with human-driven potential competition. European Journal of Wildlife Research 63, 92.
Sympatric snow leopards and Tibetan wolves: coexistence of large carnivores with human-driven potential competition.Crossref | GoogleScholarGoogle Scholar |

Brashares JS, Prugh LR, Stoner CJ, Epps CW (2010) Ecological and conservation implications of mesopredator release. In ‘Trophic Cascades: Predators, Prey, and the Changing Dynamics of Nature’. (Eds J Terborgh, JA Estes) pp. 221–240. (Island Press: Washington, DC, USA)

Burnham KP, Anderson DR (Eds) (2002) ‘Model Selection and Multimodel Inference: a Practical Information–theoretic Approach.’ (Springer: New York, USA)

Ceballos, G, Ehrlich, PR, Barnosky, AD, García, A, Pringle, RM, and Palmer, TM (2015). Accelerated modern human-induced species losses: entering the sixth mass extinction. Science Advances 1, e1400253.
Accelerated modern human-induced species losses: entering the sixth mass extinction.Crossref | GoogleScholarGoogle Scholar | 26601195PubMed |

Chetri, M, Odden, M, and Wegge, P (2017). Snow leopard and Himalayan wolf: food habits and prey selection in the Central Himalayas, Nepal. PLoS One 12, e0170549.
Snow leopard and Himalayan wolf: food habits and prey selection in the Central Himalayas, Nepal.Crossref | GoogleScholarGoogle Scholar | 28178279PubMed |

Chetri, M, Odden, M, Devineau, O, and Wegge, P (2019). Patterns of livestock depredation by snow leopards and other large carnivores in the central Himalayas, Nepal. Global Ecology and Conservation 17, e00536.
Patterns of livestock depredation by snow leopards and other large carnivores in the central Himalayas, Nepal.Crossref | GoogleScholarGoogle Scholar |

Conservation International (2011) Biodiversity hotspots revisited. Available at https://databasin.org/datasets [Accessed March 2020]

Department of Hydrology and Meteorology (2017) ‘Observed Climate Trend Analysis of Nepal (1971–2014).’ (Department of Hydrology and Meteorology: Kathmandu, Nepal)

Devkota, BP, Silwal, T, and Kolejka, J (2013). Prey density and diet of snow leopard (Uncia uncia) in Shey Phoksundo National Park, Nepal. Applied Ecology and Environmental Sciences 1, 55–60.
Prey density and diet of snow leopard (Uncia uncia) in Shey Phoksundo National Park, Nepal.Crossref | GoogleScholarGoogle Scholar |

Devkota, BP, Silwal, T, Shrestha, BP, Sapkota, AP, Lakhey, SP, and Yadav, VK (2017). Abundance of snow leopard (Panthera uncia) and its wild prey in Chhekampar VDC, Manaslu Conservation Area, Nepal. Banko Janakari 27, 11–20.
Abundance of snow leopard (Panthera uncia) and its wild prey in Chhekampar VDC, Manaslu Conservation Area, Nepal.Crossref | GoogleScholarGoogle Scholar |

Din, JU, Ali, H, Ali, A, Younus, M, Mehmood, T, Norma-Rashid, Y, and Nawaz, MA (2017). Pastoralist–predator interaction at the roof of the world: conflict dynamics and implications for conservation. Ecology and Society 22, 32.
Pastoralist–predator interaction at the roof of the world: conflict dynamics and implications for conservation.Crossref | GoogleScholarGoogle Scholar |

DIVA-GIS (2015) DIVA-GIS: free, simple & effective. Available at http://www.diva-gis.org/Data [Accessed March 2020]

Dunnington D (2021) ggspatial: Spatial Data Framework for ggplot2. R package version 1.1.5. Available at https://CRAN.R-project.org/package=ggspatial [Accessed May 2021]

Eklund, A, López-Bao, JV, Tourani, M, Chapron, G, and Frank, J (2017). Limited evidence on the effectiveness of interventions to reduce livestock predation by large carnivores. Scientific Reports 7, 2097.
Limited evidence on the effectiveness of interventions to reduce livestock predation by large carnivores.Crossref | GoogleScholarGoogle Scholar | 28522834PubMed |

Faccioni, G, Sturaro, E, Calderola, S, and Ramanzin, M (2015). Wolf (Canis lupus) predation on dairy cattle in eastern Italian Alps. Poljoprivreda/Agriculture 21, 138–141.
Wolf (Canis lupus) predation on dairy cattle in eastern Italian Alps.Crossref | GoogleScholarGoogle Scholar |

Gehring, TM, VerCauteren, KC, and Landry, J-M (2010). Livestock protection dogs in the 21st century: is an ancient tool relevant to modern conservation challenges? BioScience 60, 299–308.
Livestock protection dogs in the 21st century: is an ancient tool relevant to modern conservation challenges?Crossref | GoogleScholarGoogle Scholar |

Gelman A, Hill J (Eds) (2007) ‘Data Analysis using Regression and Multilevel/Hierarchical Models.’ (Cambridge University Press: New York, USA)

Ghezzi, L, Petrini, R, Montomoli, C, Carosi, R, Paudyal, K, and Cidu, R (2017). Findings on water quality in Upper Mustang (Nepal) from a preliminary geochemical and geological survey. Environmental Earth Sciences 76, 651.
Findings on water quality in Upper Mustang (Nepal) from a preliminary geochemical and geological survey.Crossref | GoogleScholarGoogle Scholar |

Ghimire B, Lekhak HD (2007) Regeneration of Abies spectabilis (D. Don) Mirb. in subalpine forest of upper Manang, north-central Nepal. In ‘Local Effects of Global Changes in the Himalayas: Manang, Nepal’. (Eds RP Chaudhary, TH Aase, OR Vetaas, BP Subedi) pp. 139–149. (Tribhuvan University, Nepal and University of Bergen, Norway)

Goodman, LA (1961). Snowball sampling. The Annals of Mathematical Statistics 32, 148–170.
Snowball sampling.Crossref | GoogleScholarGoogle Scholar |

Grueber, CE, Nakagawa, S, Laws, RJ, and Jamieson, IG (2011). Multimodel inference in ecology and evolution: challenges and solutions. Journal of Evolutionary Biology 24, 699–711.
Multimodel inference in ecology and evolution: challenges and solutions.Crossref | GoogleScholarGoogle Scholar | 21272107PubMed |

Gurung, GS, Thapa, K, Kunkel, K, Thapa, GJ, Kollmair, M, and Müller-Böker, U (2011). Enhancing herders’ livelihood and conserving the snow leopard in Nepal. Cat News 55, 17–21.

Hacker, CE, Dai, Y, Cheng, Y, Zhang, Y, Zhang, Y, Miller, LJ, and Janecka, JE (2020). Determinants of herder attitudes towards the vulnerable snow leopard Panthera uncia in Yushu Prefecture, China. Oryx 55, 783–790.
Determinants of herder attitudes towards the vulnerable snow leopard Panthera uncia in Yushu Prefecture, China.Crossref | GoogleScholarGoogle Scholar |

Hanson, JH, Schutgens, M, and Leader-Williams, N (2019). What factors best explain attitudes to snow leopards in the Nepal Himalayas? PLoS One 14, e0223565.
What factors best explain attitudes to snow leopards in the Nepal Himalayas?Crossref | GoogleScholarGoogle Scholar | 31644548PubMed |

Hoeks, S, Huijbregts, MAJ, Busana, M, Harfoot, MBJ, Svenning, J-C, and Santini, L (2020). Mechanistic insights into the role of large carnivores for ecosystem structure and functioning. Ecography 43, 1752–1763.
Mechanistic insights into the role of large carnivores for ecosystem structure and functioning.Crossref | GoogleScholarGoogle Scholar |

Hughes, J, and Macdonald, DW (2013). A review of the interactions between free-roaming domestic dogs and wildlife. Biological Conservation 157, 341–351.
A review of the interactions between free-roaming domestic dogs and wildlife.Crossref | GoogleScholarGoogle Scholar |

Hussain, S (2000). Protecting the snow leopard and enhancing farmers’ livelihoods. Mountain Research and Development 20, 226–231.
Protecting the snow leopard and enhancing farmers’ livelihoods.Crossref | GoogleScholarGoogle Scholar |

Ikeda, N (2004). Economic impacts of livestock depredation by snow leopard Uncia uncia in the Kanchenjunga Conservation Area, Nepal Himalaya. Environmental Conservation 31, 322–330.
Economic impacts of livestock depredation by snow leopard Uncia uncia in the Kanchenjunga Conservation Area, Nepal Himalaya.Crossref | GoogleScholarGoogle Scholar |

Inskip, C, and Zimmermann, A (2009). Human–felid conflict: a review of patterns and priorities worldwide. Oryx 43, 18–34.
Human–felid conflict: a review of patterns and priorities worldwide.Crossref | GoogleScholarGoogle Scholar |

Jackson R (2012) Fostering community-based stewardship of wildlife in Central Asia: transforming snow leopards from pests into valued assets. In ‘Rangeland Stewardship in Central Asia’. (Ed. VR Squires) pp. 357–380. (Springer: Dordrecht, The Netherlands)

Jackson, RM (2015). HWC ten years later: successes and shortcomings of approaches to global snow leopard conservation. Human Dimensions of Wildlife 20, 310–316.
HWC ten years later: successes and shortcomings of approaches to global snow leopard conservation.Crossref | GoogleScholarGoogle Scholar |

Jackson RM, Lama WB (2016) The role of mountain communities in snow leopard conservation. In ‘Snow Leopards: Biodiversity of the World: Conservation from Genes to Landscapes’. (Eds T McCarthy, D Mallon) pp. 139–149. (Academic Press: Oxford, UK)

Jackson, R, and Wangchuk, R (2001). Linking snow leopard conservation and people–wildlife conflict resolution: grassroots measures to protect the endangered snow leopard from herder retribution. Endangered Species Update 18, 138–141.

Jackson, RM, and Wangchuk, R (2004). A community-based approach to mitigating livestock depredation by snow leopards. Human Dimensions of Wildlife 9, 307–315.
A community-based approach to mitigating livestock depredation by snow leopards.Crossref | GoogleScholarGoogle Scholar |

Jackson RM, Mishra C, McCarthy TM, Ale SB (2010) Snow leopards: conflict and conservation. In ‘Biology and Conservation of Wild Felids’. (Eds DW MacDonald, AJ Loveridge) pp. 417–430. (Oxford University Press: Oxford, UK)

Jacobs, J (1974). Quantitative measurement of food selection. Oecologia 14, 413–417.
Quantitative measurement of food selection.Crossref | GoogleScholarGoogle Scholar | 28308662PubMed |

Jamwal, PS, Takpa, J, and Parsons, MH (2019). Factors contributing to a striking shift in human-wildlife dynamics in Hemis National Park, India: 22 years of reported snow leopard depredation. Oryx 53, 58–62.
Factors contributing to a striking shift in human-wildlife dynamics in Hemis National Park, India: 22 years of reported snow leopard depredation.Crossref | GoogleScholarGoogle Scholar |

Johansson, Ö, McCarthy, T, Samelius, G, Andrén, H, Tumursukh, L, and Mishra, C (2015). Snow leopard predation in a livestock dominated landscape in Mongolia. Biological Conservation 184, 251–258.
Snow leopard predation in a livestock dominated landscape in Mongolia.Crossref | GoogleScholarGoogle Scholar |

Karki, R, Talchabhadel, R, Aalto, J, and Baidya, SK (2015). New climatic classification of Nepal. Theoretical and Applied Climatology 125, 799–808.
New climatic classification of Nepal.Crossref | GoogleScholarGoogle Scholar |

Khanal, G, Mishra, C, and Suryawanshi, KR (2020). Relative influence of wild prey and livestock abundance on carnivore‐caused livestock predation. Ecology and Evolution 10, 11787–11797.
Relative influence of wild prey and livestock abundance on carnivore‐caused livestock predation.Crossref | GoogleScholarGoogle Scholar | 33145001PubMed |

Khorozyan, I, and Waltert, M (2019). How long do anti-predator interventions remain effective? Patterns, thresholds and uncertainty. Royal Society Open Science 6, 190826.
How long do anti-predator interventions remain effective? Patterns, thresholds and uncertainty.Crossref | GoogleScholarGoogle Scholar | 31598307PubMed |

Khorozyan, I, and Waltert, M (2021). A global view on evidence‐based effectiveness of interventions used to protect livestock from wild cats. Conservation Science and Practice 3, e317.
A global view on evidence‐based effectiveness of interventions used to protect livestock from wild cats.Crossref | GoogleScholarGoogle Scholar |

Khorozyan, I, Ghoddousi, A, Soofi, M, and Waltert, M (2015). Big cats kill more livestock when wild prey reaches a minimum threshold. Biological Conservation 192, 268–275.
Big cats kill more livestock when wild prey reaches a minimum threshold.Crossref | GoogleScholarGoogle Scholar |

Khorozyan, I, Soofi, M, Soufi, M, Hamidi, AK, Ghoddousi, A, and Waltert, M (2017). Effects of shepherds and dogs on livestock depredation by leopards (Panthera pardus) in north-eastern Iran. PeerJ 5, e3049.
Effects of shepherds and dogs on livestock depredation by leopards (Panthera pardus) in north-eastern Iran.Crossref | GoogleScholarGoogle Scholar | 28243544PubMed |

Khorozyan, I, Ghoddousi, S, Soufi, M, Soofi, M, and Waltert, M (2018). Cattle selectivity by leopards suggests ways to mitigate human-leopard conflict. Ecology and Evolution 8, 8011–8018.
Cattle selectivity by leopards suggests ways to mitigate human-leopard conflict.Crossref | GoogleScholarGoogle Scholar | 30250680PubMed |

Kinka, D, and Young, JK (2019). Evaluating domestic sheep survival with different breeds of livestock guardian dogs. Rangeland Ecology & Management 72, 923–932.
Evaluating domestic sheep survival with different breeds of livestock guardian dogs.Crossref | GoogleScholarGoogle Scholar |

Krafte Holland, K, Larson, LR, and Powell, RB (2018). Characterizing conflict between humans and big cats Panthera spp: a systematic review of research trends and management opportunities. PLoS One 13, e0203877.
Characterizing conflict between humans and big cats Panthera spp: a systematic review of research trends and management opportunities.Crossref | GoogleScholarGoogle Scholar | 30226894PubMed |

Krofel, M, Groff, C, Oberosler, V, Augugliaro, C, and Rovero, F (2021). Snow leopard (Panthera uncia) predation and consumption of an adult yak in the Mongolian Altai. Ethology Ecology & Evolution 33, 636–643.
Snow leopard (Panthera uncia) predation and consumption of an adult yak in the Mongolian Altai.Crossref | GoogleScholarGoogle Scholar |

Kuksin AN, Kuksina DK (2009) Fortification of corrals against snow leopards. Report for United Nations Development Programme/Global Environment Facility, Kyzyl, Russia.

Lama RP (2018) Patterns and determinants of livestock depredation by snow leopard in Annapurna Conservation Area, Nepal. Master thesis, Georg‐August‐Universität Göttingen, Göttingen, Germany.

Lance, NJ, Breck, SW, Sime, C, Callahan, P, and Shivik, JA (2010). Biological, technical, and social aspects of applying electrified fladry for livestock protection from wolves (Canis lupus). Wildlife Research 37, 708–714.
Biological, technical, and social aspects of applying electrified fladry for livestock protection from wolves (Canis lupus).Crossref | GoogleScholarGoogle Scholar |

Li, J, Yin, H, Wang, D, Jiagong, Z, and Lu, Z (2013). Human–snow leopard conflicts in the Sanjiangyuan Region of the Tibetan Plateau. Biological Conservation 166, 118–123.
Human–snow leopard conflicts in the Sanjiangyuan Region of the Tibetan Plateau.Crossref | GoogleScholarGoogle Scholar |

Lindsey, PA, Alexander, R, Mills, MGL, Romañach, S, and Woodroffe, R (2007). Wildlife viewing preferences of visitors to protected areas in South Africa: implications for the role of ecotourism in conservation. Journal of Ecotourism 6, 19–33.
Wildlife viewing preferences of visitors to protected areas in South Africa: implications for the role of ecotourism in conservation.Crossref | GoogleScholarGoogle Scholar |

Linnell, JDC, Odden, J, Smith, ME, Aanes, R, and Swenson, JE (1999). Large carnivores that kill livestock: do “problem individuals” really exist? Wildlife Society Bulletin 27, 698–705.

Linnell JDC, Odden J, Mertens A (2012) Mitigation methods for conflicts associated with carnivore depredation on livestock. In ‘Carnivore Ecology and Conservation: a Handbook of Techniques’. (Eds L Boitani, RA Powell) pp. 314–332. (Oxford University Press: New York, USA)

Lüdecke, D, Ben-Shachar, MS, Patil, I, Waggoner, P, and Makowski, D (2021). Performance: an R package for assessment, comparison and testing of statistical models. Journal of Open Source Software 6, 3139.
Performance: an R package for assessment, comparison and testing of statistical models.Crossref | GoogleScholarGoogle Scholar |

Lyngdoh, S, Shrotriya, S, Goyal, SP, Clements, H, Hayward, MW, and Habib, B (2014). Prey preferences of the snow leopard (Panthera uncia): Regional diet specificity holds global significance for conservation. PLoS One 9, e100071.
Prey preferences of the snow leopard (Panthera uncia): Regional diet specificity holds global significance for conservation.Crossref | GoogleScholarGoogle Scholar |

McCarthy T, Mallon D, Jackson R, Zahler P, McCarthy K (2017) Panthera uncia. The IUCN Red List of Threatened Species 2017: e.T22732A50664030. Available at
| Crossref | [Accessed August 2020]

Mijiddorj, TN, Alexander, JS, Samelius, G, Badola, R, Rawat, GS, and Dutta, S (2018). Livestock depredation by large carnivores in the South Gobi, Mongolia. Wildlife Research 45, 237–246.
Livestock depredation by large carnivores in the South Gobi, Mongolia.Crossref | GoogleScholarGoogle Scholar |

Mishra, C, Allen, P, McCarthy, T, Madhusudan, MD, Bayarjargal, A, and Prins, HHT (2003). The role of incentive programs in conserving the snow leopard. Conservation Biology 17, 1512–1520.
The role of incentive programs in conserving the snow leopard.Crossref | GoogleScholarGoogle Scholar |

Mittermeier RA, Gil PR, Hoffmann M, Pilgrim J, Brooks T, Mittermeier CG, Lamoreux J, Fonseca GAB (2005) ‘Hotspots Revisited: Earth’s Biologically Richest and Most Endangered Ecoregions.’ (University of Chicago Press: Chicago, USA)

Naha, D, Chaudhary, P, Sonker, G, and Sathyakumar, S (2020). Effectiveness of non-lethal predator deterrents to reduce livestock losses to leopard attacks within a multiple-use landscape of the Himalayan region. PeerJ 8, e9544.
Effectiveness of non-lethal predator deterrents to reduce livestock losses to leopard attacks within a multiple-use landscape of the Himalayan region.Crossref | GoogleScholarGoogle Scholar | 32775051PubMed |

Namgail T (2004) Interactions between argali and livestock, Gya–Miru wildlife sanctuary, Ladakh, India. Final Project Report to The International Snow Leopard Trust

NASA/METI/AIST/Japan Spacesystems and U.S./Japan ASTER Science Team (2009) ASTER Global Digital Elevation Model [ASTGTMv002]. NASA EOSDIS Land Processes DAAC. Available at
| Crossref | [Accessed January 2019]

National Trust for Nature Conservation (2015) ‘Annual Report 2015.’ (National Trust for Nature Conservation (NTNC): Khumaltar, Nepal)

Ogada, MO, Woodroffe, R, Oguge, NO, and Frank, LG (2003). Limiting depredation by African carnivores: the role of livestock husbandry. Conservation Biology 17, 1521–1530.
Limiting depredation by African carnivores: the role of livestock husbandry.Crossref | GoogleScholarGoogle Scholar |

O’Hara, RB, and Kotze, DJ (2010). Do not log-transform count data. Methods in Ecology and Evolution 1, 118–122.
Do not log-transform count data.Crossref | GoogleScholarGoogle Scholar |

Ohrens, O, Bonacic, C, and Treves, A (2019). Non‐lethal defense of livestock against predators: flashing lights deter puma attacks in Chile. Frontiers in Ecology and the Environment 17, 32–38.
Non‐lethal defense of livestock against predators: flashing lights deter puma attacks in Chile.Crossref | GoogleScholarGoogle Scholar |

Oli, MK (1994). Snow leopards and blue sheep in Nepal: densities and predator:prey ratio. Journal of Mammalogy 75, 998–1004.
Snow leopards and blue sheep in Nepal: densities and predator:prey ratio.Crossref | GoogleScholarGoogle Scholar |

Oli, MK, Taylor, IR, and Rogers, ME (1994). Snow leopard Panthera uncia predation of livestock: an assessment of local perceptions in the Annapurna Conservation Area, Nepal. Biological Conservation 68, 63–68.
Snow leopard Panthera uncia predation of livestock: an assessment of local perceptions in the Annapurna Conservation Area, Nepal.Crossref | GoogleScholarGoogle Scholar |

Pokharel, A, and Chetri, M (2006). Traditional grazing system and seasonal pasture use in Upper Mustang, Nepal. Our Nature 4, 29–41.
Traditional grazing system and seasonal pasture use in Upper Mustang, Nepal.Crossref | GoogleScholarGoogle Scholar |

R Core Team (2019) ‘R: A Language and Environment for Statistical Computing.’ (R Foundation for Statistical Computing: Vienna, Austria)

Rai, S, Dawadi, B, Wang, Y, Lu, X, Ru, H, and Sigdel, SR (2020). Growth response of Abies spectabilis to climate along an elevation gradient of the Manang valley in the central Himalayas. Journal of Forestry Research 31, 2245–2254.
Growth response of Abies spectabilis to climate along an elevation gradient of the Manang valley in the central Himalayas.Crossref | GoogleScholarGoogle Scholar |

Rashid, W, Shi, J, ur Rahim, I, Sultan, H, Dong, S, and Ahmad, L (2020). Research trends and management options in human–snow leopard conflict. Biological Conservation 242, 108413.
Research trends and management options in human–snow leopard conflict.Crossref | GoogleScholarGoogle Scholar |

Ripple, WJ, Estes, JA, Beschta, RL, Wilmers, CC, Ritchie, EG, Hebblewhite, M, Berger, J, Elmhagen, B, Letnic, M, Nelson, MP, Schmitz, OJ, Smith, DW, Wallach, AD, and Wirsing, AJ (2014). Status and ecological effects of the world’s largest carnivores. Science 343, 1241484.
Status and ecological effects of the world’s largest carnivores.Crossref | GoogleScholarGoogle Scholar | 24408439PubMed |

Rust, NA, Whitehouse-Tedd, KM, and MacMillan, DC (2013). Perceived efficacy of livestock-guarding dogs in South Africa: implications for cheetah conservation. Wildlife Society Bulletin 37, 690–697.
Perceived efficacy of livestock-guarding dogs in South Africa: implications for cheetah conservation.Crossref | GoogleScholarGoogle Scholar |

Samelius, G, Suryawanshi, K, Frank, J, Agvaantseren, B, Baasandamba, E, Mijiddorj, T, Johansson, Ö, Tumursukh, L, and Mishra, C (2020). Keeping predators out: testing fences to reduce livestock depredation at night-time corrals. Oryx 55, 466–472.
Keeping predators out: testing fences to reduce livestock depredation at night-time corrals.Crossref | GoogleScholarGoogle Scholar |

Shrestha, R, and Wegge, P (2008). Wild sheep and livestock in Nepal trans-Himalaya: coexistence or competition? Environmental Conservation 35, 125–136.
Wild sheep and livestock in Nepal trans-Himalaya: coexistence or competition?Crossref | GoogleScholarGoogle Scholar |

Singh, PB, Khatiwada, JR, Saud, P, and Jiang, Z (2019). mtDNA analysis confirms the endangered Kashmir musk deer extends its range to Nepal. Scientific Reports 9, 4895.
mtDNA analysis confirms the endangered Kashmir musk deer extends its range to Nepal.Crossref | GoogleScholarGoogle Scholar | 30894581PubMed |

Snow Leopard Network (2014) ‘Snow Leopard Survival Strategy. Revised Version 2014.1.’ (Snow Leopard Network: Seattle, WA, USA)

Soofi, M, Ghoddousi, A, Zeppenfeld, T, Shokri, S, Soufi, M, Egli, L, Jafari, A, Ahmadpour, M, Qashqaei, A, Ghadirian, T, Filla, M, Kiabi, B, Balkenhol, N, Waltert, M, and Khorozyan, I (2019). Assessing the relationship between illegal hunting of ungulates, wild prey occurrence and livestock depredation rate by large carnivores. Journal of Applied Ecology 56, 365–374.
Assessing the relationship between illegal hunting of ungulates, wild prey occurrence and livestock depredation rate by large carnivores.Crossref | GoogleScholarGoogle Scholar |

Spiteri, A, and Nepal, SK (2008). Evaluating local benefits from conservation in Nepal’s Annapurna Conservation Area. Environmental Management 42, 391–401.
Evaluating local benefits from conservation in Nepal’s Annapurna Conservation Area.Crossref | GoogleScholarGoogle Scholar | 18458999PubMed |

Suryawanshi, KR, Bhatnagar, YV, Redpath, S, and Mishra, C (2013). People, predators and perceptions: patterns of livestock depredation by snow leopards and wolves. Journal of Applied Ecology 50, 550–560.
People, predators and perceptions: patterns of livestock depredation by snow leopards and wolves.Crossref | GoogleScholarGoogle Scholar |

Suryawanshi, KR, Redpath, SM, Bhatnagar, YV, Ramakrishnan, U, Chaturvedi, V, Smout, SC, and Mishra, C (2017). Impact of wild prey availability on livestock predation by snow leopards. Royal Society Open Science 4, 170026.
Impact of wild prey availability on livestock predation by snow leopards.Crossref | GoogleScholarGoogle Scholar | 28680665PubMed |

Tiwari, MP, Devkota, BP, Jackson, RM, Chhetri, BBK, and Bagale, S (2020). What factors predispose households in trans-Himalaya (central Nepal) to livestock predation by snow leopards? Animals 10, 2187.
What factors predispose households in trans-Himalaya (central Nepal) to livestock predation by snow leopards?Crossref | GoogleScholarGoogle Scholar |

Treves, A, and Karanth, KU (2003). Human–carnivore conflict and perspectives on carnivore management worldwide. Conservation Biology 17, 1491–1499.
Human–carnivore conflict and perspectives on carnivore management worldwide.Crossref | GoogleScholarGoogle Scholar |

Tumenta, PN, de Iongh, HH, Funston, PJ, and de Haes, HAU (2013). Livestock depredation and mitigation methods practised by resident and nomadic pastoralists around Waza National Park, Cameroon. Oryx 47, 237–242.
Livestock depredation and mitigation methods practised by resident and nomadic pastoralists around Waza National Park, Cameroon.Crossref | GoogleScholarGoogle Scholar |

Ugarte, CS, Moreira-Arce, D, and Simonetti, JA (2019). Ecological attributes of carnivore–livestock conflict. Frontiers in Ecology and Evolution 7, 433.
Ecological attributes of carnivore–livestock conflict.Crossref | GoogleScholarGoogle Scholar |

van Eeden, LM, Eklund, A, Miller, JRB, López-Bao, JV, Chapron, G, Cejtin, MR, Crowther, MS, Dickman, CR, Frank, J, Krofel, M, Macdonald, DW, McManus, J, Meyer, TK, Middleton, AD, Newsome, TM, Ripple, WJ, Ritchie, EG, Schmitz, OJ, Stoner, KJ, Tourani, M, and Treves, A (2018a). Carnivore conservation needs evidence-based livestock protection. PLoS Biology 16, e2005577.
Carnivore conservation needs evidence-based livestock protection.Crossref | GoogleScholarGoogle Scholar | 30226872PubMed |

van Eeden, LM, Crowther, MS, Dickman, CR, Macdonald, DW, Ripple, WJ, Ritchie, EG, and Newsome, TM (2018b). Managing conflict between large carnivores and livestock. Conservation Biology 32, 26–34.
Managing conflict between large carnivores and livestock.Crossref | GoogleScholarGoogle Scholar | 28556528PubMed |

Vannelli, K, Hampton, MP, Namgail, T, and Black, SA (2019). Community participation in ecotourism and its effect on local perceptions of snow leopard (Panthera uncia) conservation. Human Dimensions of Wildlife 24, 180–193.
Community participation in ecotourism and its effect on local perceptions of snow leopard (Panthera uncia) conservation.Crossref | GoogleScholarGoogle Scholar |

Venables WN, Ripley BD (Eds) (2002) ‘Modern Applied Statistics with S’, 4th edn. (Springer: New York, USA)

Wegge, P, Shrestha, R, and Flagstad, Ø (2012). Snow leopard Panthera uncia predation on livestock and wild prey in a mountain valley in northern Nepal: implications for conservation management. Wildlife Biology 18, 131–141.
Snow leopard Panthera uncia predation on livestock and wild prey in a mountain valley in northern Nepal: implications for conservation management.Crossref | GoogleScholarGoogle Scholar |

Wickham H (Ed.) (2016) ‘ggplot2: Elegant Graphics for Data Analysis.’ (Springer: New York, USA)

Wilke CO (2020) cowplot: Streamlined Plot Theme and Plot Annotations for ‘ggplot2’. R package version 1.1.1. Available at https://CRAN.R-project.org/package=cowplot [Accessed May 2021]

Wolf, M, and Ale, S (2009). Signs at the top: habitat features influencing snow leopard Uncia uncia activity in Sagarmatha National Park, Nepal. Journal of Mammalogy 90, 604–611.
Signs at the top: habitat features influencing snow leopard Uncia uncia activity in Sagarmatha National Park, Nepal.Crossref | GoogleScholarGoogle Scholar |

WWF (2015) ‘WWF Snow leopard Species Action Plan 2015-2020.’ (WWF)

Young, JC, Rose, DC, Mumby, HS, Benitez-Capistros, F, Derrick, CJ, Finch, T, Garcia, C, Home, C, Marwaha, E, Morgans, C, Parkinson, S, Shah, J, Wilson, KA, and Mukherjee, N (2018). A methodological guide to using and reporting on interviews in conservation science research. Methods in Ecology and Evolution 9, 10–19.
A methodological guide to using and reporting on interviews in conservation science research.Crossref | GoogleScholarGoogle Scholar |

Zeileis, A, Kleiber, C, and Jackman, S (2008). Regression models for count data in R. Journal of Statistical Software 27, 1–25.
Regression models for count data in R.Crossref | GoogleScholarGoogle Scholar |