SLN Webinar: How genomics can inform conservation: Genomic insights into species history and current distribution of snow leopards

The Snow Leopard Network wishes you a wonderful year ahead in 2026 and invites you to join us for our first webinar of the year.

About the Talk:

Genomic data can help inform conservation in numerous ways. Katie will begin by describing what insights they have been able to make regarding the evolutionary history and current status of snow leopard using whole genome sequencing data (these results are thoroughly described in the PNAS publication), and will then detail how this genomic information was used to create a new molecular tool (specifically, a SNP panel), to identify snow leopard individuals genetically from fecal samples (this project is thoroughly described in the Molecular Ecology Resources publication). Katie completes her presentation by discussing how this SNP panel can be employed across the snow leopard range to hopefully aid in existing conservation efforts. Our speaker hopes that some researchers in the audience might be interested in utilizing this SNP panel on samples from their research area and will be eager to answer any questions about how this can be done. 

A photo of a snow leopard scat that I took in 2013 when I was doing field work on pikas in Himachal Pradesh, India

 

 

A map showing individual ID results for a subset of fecal samples from Pakistan. 

About our Speaker:

 

Katie Andrea Solari has a PhD in Ecology and Evolutionary Biology from Stanford University. Katie is currently a research scientist in the Petrov Lab at Stanford University and the Associate Director of the Program for Conservation Genomics (PCG). Katie’s work focuses on developing methods and generating genetic data that can be used to aid conservation management. This includes producing genomic datasets for species of conservations concern and distilling this data down to SNP panels that can be used to gain meaningful information from non-invasive samples.

 

 

A map showing where we have blood/tissue samples from for our whole genome sequencing study

About our Facilitator:

 

Shakeel Ahmad has a PhD in Wildlife Ecology from Quaid-i-Azam University, Pakistan. His doctoral research focused on understanding snow leopard population dynamics in relation to resource availability, using non-invasive genetic approaches and spatial capture–recapture models. Shakeel’s work emphasizes the application of molecular ecology and advanced spatial and statistical analyses to estimate population size, density, and prey availability of large carnivores. His broader research interests include large carnivores and their prey ecology, human–wildlife interactions, and the use of non-invasive tools such as camera trapping and non-invasive genetics to support evidence-based wildlife conservation and management.

Date/Time:

Thursday, 22nd January at 10:00 AM (Bishkek time)

Location:

ZOOM, to join this talk, REGISTER HERE

Please note:

  • If you have never used Zoom before, we recommend that you try the link 10 minutes before the start of the lecture.
  • Please feel free to write questions in the comment area and there will be time for questions/discussion at the end of the talk.
  • Please note that the session will be recorded and later featured on the SLN website. If you have concerns about this please let us know before the session

 

New Article to the Bibliography

Please find details below of a new article added to our Bibliography:

Title: Exceedingly low genetic diversity in snow leopards due to persistently small population size

Author: Solari, K. A., Morgan, S., Poyarkov, A. D., Weckworth, B., Samelius, G., Sharma, K., Ostrowski, S., Ramakrishnan, U., Kubanychbekov, Z., Kachel, S., Johansson, O., Lkhagvajav, P., Hemmingmoore, H., Alexandrov, D. Y., Bayaraa, M., Grachev, A., Korablev, M. P., Hernandez-Blanco, J. A., Munkhtsog, B., Rosenbaum, B., Rozhnov, V. V., Rajabi, A. M., Noori, H., Suryawanshi, K. R., Armstrong, E. E., Petrov, D. A.

Abstract: Snow leopards (Panthera uncia) serve as an umbrella species whose conservation benefits their high-elevation Asian habitat. Their numbers are believed to be in decline due to numerous anthropogenic threats; however, their conservation is hindered by numerous knowledge gaps. In particular, the dearth of genetic data, unique among all big cat species, hinders a full understanding of their population structure, historical population size, and current levels of genetic diversity. Here, we use whole-genome sequencing data for 41 snow leopards (37 newly sequenced) to offer insights into these unresolved aspects of snow leopard biology. Among our samples, we find evidence of a primary genetic divide between the northern and southern part of the range around the Dzungarian Basin—as previously identified using landscape models and fecal microsatellite markers—and a secondary divide south of Kyrgyzstan around the Taklamakan Desert. Most noteworthy, we find that snow leopards have the lowest genetic diversity of any big cat species, likely due to a persistently small population size throughout their evolutionary history rather than recent inbreeding. We also find that snow leopards have significantly less highly deleterious homozygous load compared to numerous Panthera species, suggesting effective purging during their evolutionary history at small population sizes. Without a large population size or ample standing genetic variation to help buffer them from any forthcoming anthropogenic challenges, snow leopard persistence may be more tenuous than currently appreciated.

URL: https://snowleopardnetwork.org/b/show.php?record=1790

New Article to the Bibliography

Please find details below of a new article added to our Bibliography:

Title: Next-­Generation Snow Leopard Population Assessment Tool: Multiplex-­ PCR SNP Panel for Individual Identification From Faeces

Author: Solari, K. A., Ahmad, S., Armstrong, E. E., Campana, M. G., Ali, H., Hameed, S., Ullah, J., Khan, B. U., Nawaz, M. A., Petrov, D. A.

Abstract: In recent years, numerous single nucleotide polymorphism (SNP) panel methods to genotype non-­ invasive faecal samples have been developed. However, none of these existing methods fit all of the criteria necessary to make a SNP panel broadly usable for conservation projects in any country—cost effective, streamlined lab protocol and user-­ friendly open-­ source bioinformatics protocols for panel design and analysis. Here, we present such a method and display its utility by developing a multiplex PCR SNP panel for conducting individual ID of snow leopards, Panthera uncia, from faecal samples. The SNP panel we present consists of 144 SNPs and utilises next-­ generation sequencing technology. We validate our SNP panel with paired tissue and faecal samples from zoo individuals, showing a minimum of 96.7% accuracy in allele calls per run. We then generate SNP data from 235 field-collected faecal samples from across Pakistan to show that the panel can reliably identify individuals from low-­ quality faecal samples of unknown age and is robust to contamination. We also show that our SNP panel has the capability to identify first-order relatives among sampled zoo individuals and provides insights into the geographic origin of samples. This SNP panel will empower the snow leopard research community in their efforts to assess local and global snow leopard population sizes. More broadly, we present a SNP panel development method that can be used for any species of interest for which adequate genomic reference data is available.

URL: https://snowleopardnetwork.org/b/show.php?record=1789

New Article to the Bibliography

Please find details below of a new article added to our Bibliography:

Title: Snow leopards, prey, and pastoralists: Understanding the impacts of climate change on human–wildlife coexistence in Central Asia

Author: Ghoddousi, A., Eggers, J., Kirchner, K., Cornu, L., Kholmatov, I., Kubanychbekov, Z., Mirzoev, M. N., Sultanbaeva, K., Zhumabai Uulu, K., Baumann, M., Michel, S., Rosen, T., Sharma, K., Hofman, M., Kuemmerle, T.

Abstract: Fostering coexistence between people and wildlife requires understanding their interactions and how they might change in the future. Climate change potentially impacts coexistence by exacerbating resource scarcity, shifting land-use patterns or changing human–wildlife encounters. Assessing challenges and opportunities for coexistence under climate change is, therefore, a conservation priority. We focused on the Central Asian highlands to investigate the spatial interactions between the snow leopard, its prey, and pastoralists and to explore how climate change might affect these interactions. Our results reveal regionally diverging patterns, with a potential for increased human–snow leopard conflict in Tajikistan (4–17% higher distributional overlap), yet an increasing spatial separation of wildlife and pastoralists in Kyrgyzstan (11–26% lower overlap). As a result, even under the same climate change scenario, some landscapes will likely require conflict mitigation measures, while others will offer opportunities for restoring wildlife. This highlights the need for context-specificity to foster positive human–wildlife interactions under climate change.

URL:  https://snowleopardnetwork.org/b/show.php?record=1788

SLN Webinar: Evaluating snow leopard population connectivity: is Kazakhstan a bridge for gene flow between the northern and southwestern range?

SLN invites you to join us for our next webinar based on this recent publication:

About the Talk:

The number of studies on snow leopard ecology has surged dramatically over the past few decades. However, despite this increase, many essential aspects of the species biology, which are critical for shaping effective conservation and management strategies, remain poorly understood. A particularly crucial area of research is the population connectivity and genetic structure of snow leopards across their naturally fragmented range.

In our study, we focused on the Dzungarian region, specifically Kazakhstan, which has been repeatedly identified as a potentially significant area of connectivity between the southwestern and northern portions of the snow leopard range. We analyzed genetic data (mtDNA and microsatellites) of snow leopards from Russia, Mongolia, Kyrgyzstan, Tajikistan, and Kazakhstan to recognize both historical and recent signatures of gene flow between the major fragmented regions of the species’ distribution. Our results confirm the Dzungarian region’s role as a crucial area of connectivity between the core and northern populations, thereby providing empirical support for prior habitat-and connectivity-model predictions. However, we did not find clear evidence to unambiguously identify whether Kazakhstan or Chinese Xinjiang serves as the primary corridor linking these two fragmented parts of the snow leopard range. We believe that connectivity across the global species’ range likely relies on several narrow corridors forming contact zones, facilitated by the species’ capacity for long-distance movements.

Further research efforts are needed to gain a comprehensive understanding of population connectivity in this focal region. Considering the Dzungarian region’s potential to support gene flow between the two major portions of the snow leopard range, conservation strategies should prioritize the preservation of habitats that can function as “stepping stones” to facilitate migration between the Tian Shan and the northern populations in Mongolia and Russia.

About our Speaker:

 

Dr. Miroslav Korablev is a Russian zoologist and senior researcher at the Severtsov Institute of Ecology and Evolution of the Russian Academy of Sciences. His multidisciplinary work spans ecology, population genetics and morphometry across a broad array of mammals – including mustelids, canids, felids and rodents – with a particular emphasis on carnivore population genetics and ecology. A flagship focus of Dr. Korablev’s research is the snow leopard, especially the northernmost populations inhabiting the Altai and Sayan mountain ranges of Russia and Mongolia. Through detailed analyses of genetic diversity, population structure and connectivity both within this region and across the species’ wider range, his studies have yielded critical insights into the viability of these transboundary populations and the threats they face.

 

 

About our Facilitator:

 

Alexander Karnaukhov is a trained, certified, enthusiastic and capable conservation biologist with over 20 years of field experience in the Altai-Sayan (Russia, Mongolia, Kazakhstan) and Central Asian (Tajikistan, Kazakhstan, Kyrgyz Republic) ecoregions, with most of that field work conducted in snow leopard habitat. Since 2010, he’s been intensively working with camera traps. At this time roughly 400 cameras in 9 project sites in Russia have been installed with his direct participation or advisory support. Over the past 13 years, his team has succeeded in stabilizing the snow leopard population in Altai-Sayan ecoregion and to slightly increase snow leopard numbers in several areas (for example, in Sailugemsky National Park in Altai mountain).

 

Date/Time:

Tuesday, 18th November at 15:00 PM (Bishkek time)

Location:

ZOOM, to join this talk, REGISTER HERE

Please note:

  • If you have never used Zoom before, we recommend that you try the link 10 minutes before the start of the lecture.
  • Please feel free to write questions in the comment area and there will be time for questions/discussion at the end of the talk.
  • Please note that the session will be recorded and later featured on the SLN website. If you have concerns about this please let us know before the session

 

New Article to the Bibliography

Please find details below of a new article added to our Bibliography:

Title: Understanding multiple pathways of the impacts of socio-­ economic shocks on large carnivores

Author: Murali, R., Adabaeva, A., AnMuralgulo, S., Arispe, R., Baumann, M., Ghoddousi, A., Hamidi, A. K., Jansen, M., Khalatbari, L., Khorozyan, I., Maillard, O., Muller, D., Munoz, A. R., Rosen, T., Rumiz, D., Soshin, A., Yusefi, G. H., Kummerle, T.

Abstract: 1. Large carnivores are ecologically, economically and socially important, but they are also among the most threatened species worldwide. These species face numerous threats, most importantly habitat transformation, prey depletion and hunting. All of these threats could be exacerbated by socio-­ economic shocks—such as financial crises, wars, pandemics or political regime shifts—that can cause sudden and
structural changes in social-­ ecological systems. However, the different pathways through which such shocks impact large carnivores are unclear.
2. Here, we used a social-­ ecological systems approach to build a conceptual framework that investigates these pathways. We used expert workshops and case-­ specific, narrative literature reviews to illustrate this framework for three cases: (1) impacts of economic sanctions on the Asiatic cheetah (Acinonyx jubatus venaticus) in Iran, (2) impacts of global commodity price shocks on the jaguar (Panthera onca) in Bolivia and (3) impacts of the collapse of the Soviet Union on the snow leopard (P. uncia) in Kyrgyzstan.
3. We found that conservation and agricultural institutions were crucial for carnivore conservation, despite the different nature of the shocks and the different socio-­ economic settings across cases. We identified linkages between carnivore conservation and the global economy at the levels of nations and communities,
which increased the vulnerability of carnivores to shocks.
4. Our cases highlighted the need to proactively create resilient institutions focused on local capacity building, enhancement of social stability and built on internal motivations for conservation, to secure the future of large carnivores in turbulent times.

URL: https://snowleopardnetwork.org/b/show.php?record=1787

Protecting wildlife, habitats and communities with EarthRanger

 

EarthRanger – Protecting wildlife and ecosystems with data-driven insights. We bring you an overview of the EarthRanger platform for protecting wildlife and ecosystems with data-driven insights. EarthRanger brings everything together—collect data from the field, integrate your technology, see your wildlife and teams in real time, create reports and visualizations to summarize your data, and develop strategies that accelerate your impact. Since its inception in 2015, EarthRanger has helped protected area managers make informed, conservation-related operational decisions. It is also used by ecologists and biologists to study wildlife and habitats, and to advocate for their protection.


 

New Article to the Bibliography

 

Please find details below of a new article added to our Bibliography:

Title: Community-Based Snow Leopard Monitoring through Mobile Technology

Author: Pratihast, A. K., Sharma, N., Cappello, C., Schlueter, J., van Eupen, M., Subedi, A., Tymofeiev, I., Kaupisch, K., Subedi, N.

Abstract: The snow leopard (Panthera uncia), a flagship species of high-altitude ecosystems, faces critical threats, including human-wildlife conflict driven by livestock depredation. We developed a community-based snow leopard monitoring system in Nepal’s Nar and Phu Valley, integrating mobile-based tools for data collection and conflict mitigation. Using the mobile app, local communities documented 483 snow leopard observations (e.g., footprints) between 2023 and 2024. Additionally, we found that the majority of the existing 91 livestock corrals lacked protection from predators. In response, we constructed eight predator-proof corrals to improve
livestock protection. A total of 21 herders filed applications to claim livestock loss compensation, demonstrating the utility of our app to facilitate conflict management efforts. The app usage rate has increased over the years, but challenges like limited mobile connectivity in remote areas and the need for continuous training and local engagement remain to improve its long term uptake. The findings contribute to strategies aimed at reducing human-snow leopard conflicts while fostering coexistence.

URL: https://snowleopardnetwork.org/b/show.php?record=1786

New Article to the Bibliography

Please find details below of a new article added to our Bibliography:

Title: Evaluating snow leopard population connectivity: is Kazakhstan a bridge for gene flow between the northern and southwestern range?

Author: Miroslav, P. K., Grachev, A. A., Poyarkov, A. D., Saparbayev, S. K., Hernandez-Blanco, J. A., Bespalov, S. V., Bespalov, M. V., Baidavletov, Y. R., Alexandrov, D. Y., Karnaukhov, A. S., Malykh, S. V., Munkhtsog, B., Bayaraa, M., Rozhnov, V. V.

Abstract: The number of studies on snow leopard (Panthera uncia) ecology has surged dramatically over the past few decades. However, despite this increase, many essential aspects of the species biology, which are critical for shaping effective conservation and management strategies, remain poorly understood. A particularly crucial area of research is the population connectivity and genetic structure of snow leopards across their naturally fragmented range. In our study, we focused on the Dzungarian region, specifically Kazakhstan, which has been repeatedly identified as a potentially significant area of connectivity between the southwestern and northern portions of the snow leopard range. We analyzed 54 sequences of mtDNA control region and 73 individual microsatellite multilocus genotypes of snow leopards from Russia, Mongolia, Kyrgyzstan, Tajikistan, and Kazakhstan to recognize both historical and recent signatures of gene flow between the major fragmented regions of the species’ distribution. Our results confirm the Dzungarian region’s role as a crucial area of connectivity between the core and northern populations, thereby providing empirical support for prior habitat- and connectivity-model predictions. However, we did not find clear evidence to unambiguously identify whether Kazakhstan or Chinese Xinjiang serves as the primary corridor linking these two fragmented parts of the snow leopard range. Further research efforts are needed to gain a comprehensive understanding of population connectivity in this focal region. Considering the Dzungarian region’s potential to support gene flow between the two major portions of the snow leopard range, conservation strategies should prioritize the preservation of habitats that can function as “stepping stones” to facilitate migration between the Tian Shan and the northern populations in Mongolia and Russia.

URL: https://snowleopardnetwork.org/b/show.php?record=1785

New Article to the Bibliography

Please find details below of a new article added to our Bibliography:

Title: Snow Leopards: What’s Next?

Author: Lovari, S., Ferretti, F.

Abstract: In 2003–2023, the number of papers on snow leopards has grown by a 20‐fold increase. An important missing topic has been the variation of ecological parameters because of the ongoing meteorological change and the relevant effects on leopard food resources, i.e. distribution and numbers of wild herbivores. Also, information on prey populations from camera‐traps set for leopards requires caution: in fact, meso-large carnivores and herbivores use the habitat differently. Questionnaire methodology deserves attention, too.

URL:  https://snowleopardnetwork.org/b/show.php?record=1784