AI cameras in northern Pakistan reducing attacks on endangered snow leopards — WWF

This handout photograph, released by the World Wildlife Fund-Pakistan on October 23, 2024, shows snow leopards captured by AI-based cameras installed in Pakistan’s northern Gilgit-Baltistan region. (Photo courtesy: WWF-Pakistan)
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Updated 23 October 2024
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AI cameras in northern Pakistan reducing attacks on endangered snow leopards — WWF

  • Snow leopards have been killed in past by local communities in retaliation for their attacks on livestock
  • AI cameras detect snow leopards’ presence, generate alerts for local communities about presence of animal

ISLAMABAD: Artificial Intelligence-based cameras installed along strategic locations in Pakistan’s northern Gilgit-Baltistan (GB) region have resulted in the protection of snow leopards who are killed by local communities in retaliation for harming their livestock, the World Wildlife Fund-Pakistan (WWF-Pakistan) said on Wednesday. 
WWF-Pakistan and the Lahore University of Management Sciences (LUMS) have developed and installed five AI-based camera traps at strategic locations where snow leopard depredations were reported by local communities, WWF Pakistan said in a press release. 
Several snow leopards have been killed or hunted by local communities in the past in retaliation for their attacks on livestock. Poaching, illegal hunting, and habitat loss due to climate change impacts also endanger snow leopard populations across central and South Asia, the WWF added. 
“The Artificial Intelligence (AI)-based trail cameras installed at strategic locations in the Gilgit-Baltistan (GB) region have turned human-wildlife conflict into human-wildlife coexistence,” WWF Pakistan said.




This handout photograph, released by the World Wildlife Fund-Pakistan on October 23, 2024, shows WWF team members installing for reducing attacks on endangered snow leopards in Pakistan’s northern Gilgit-Baltistan region. (Photo courtesy: WWF-Pakistan)

 “This recent technology has significantly reduced Snow leopard (Panthera uncia) attacks on the livestock at the targeted sites.”
The WWF explained that the AI cameras detect the presence of snow leopards in the surroundings, transfer the data to a centralized system and generate alerts for members of local communities about the predator. 
Local communities in turn safeguard their livestock from either grazing in the fields or being kept in the household, reducing conflict between leopards and humans. 
The WWF said that since snow leopards are elusive animals, it is difficult to record their exact population across Central and South Asia where they are found. 
“However, WWF research indicates that fewer than 7,000 Snow leopards live in the world, of which approximately 200 to 420 individuals inhabit the northern mountain ranges of Pakistan including the GB region, Khyber Pakhtunkhwa (KP), and Azad Jammu Kashmir (AJK),” it said.


Pakistan, Canada explore deeper mineral investment as Reko Diq mine project advances

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Pakistan, Canada explore deeper mineral investment as Reko Diq mine project advances

  • Canadian envoy cites Reko Diq as model for expanding Pakistan-Canada mineral cooperation
  • Islamabad pitches vast copper-gold reserves as economic lifeline after years of stalled development

ISLAMABAD: Pakistan and Canada are exploring deeper cooperation in the minerals and energy sectors as Islamabad accelerates efforts to revive long-delayed mining projects, including the Reko Diq copper-gold mine, one of the world’s largest undeveloped mineral deposits, according to a statement from Pakistan’s Information Ministry this week. 

The Reko Diq copper-gold project is one of the world’s largest undeveloped mineral deposits, with estimated reserves of around 5.9 billion tons of ore containing both copper and gold. The project, in Balochistan’s Chagai District, was stalled for over a decade amid international legal disputes but was reconstituted in 2022 with Canadian mining giant Barrick Gold holding a 50 percent stake alongside Pakistani federal and provincial partners. 

Recent steps toward implementation include multilateral financing arrangements involving international banks and institutions, and major equipment contracts, such as a $440 million deal with Japan’s Komatsu for mining machinery, signaling readiness for construction phase activities starting in 2026. Last month, Washington approved $1.25 billion in US Export-Import Bank financing for Reko Diq, with the package also expected to unlock up to $2 billion in US equipment and service exports for the project.

First production is expected by late 2028 under the revived partnership, with estimates suggesting annual output of around 200,000 tons of copper and significant gold yields once operations scale up. This project is central to Islamabad’s strategy to position mining as a pillar of economic recovery, as it hosts international mineral investment forums, seeks partnerships with Western and Gulf countries, and signs cooperation agreements on critical minerals, including with the United States. Officials see large-scale mining projects as potential drivers of exports, foreign exchange earnings and job creation in a country grappling with debt pressures and slow growth.

Against this backdrop, Federal Minister for Petroleum Ali Pervaiz Malik met Canada’s High Commissioner to Pakistan, Tarik Ali Khan, on Wednesday to discuss expanding bilateral cooperation in mining and energy, the information ministry said.

“The success of Barrick Gold at Reko Diq is a strong example to build upon Pakistan–Canada mineral cooperation,” the high commissioner said, according to the statement, adding that Canada was actively working to encourage more Canadian companies to engage with Pakistan’s mining sector.

The envoy said Canada’s ministry of natural resources was ready to support cooperation with Pakistan, noting that Canadian expertise in large-scale mining, environmental standards and community development could play a role as Pakistan opens up its mineral sector. He also said Canada was encouraging participation in the Pakistan Minerals Investment Forum to attract global investors.

The Canadian high commissioner also invited Pakistan to participate in the Prospectors & Developers Association of Canada (PDAC) convention in 2026, one of the world’s largest mining investment forums, calling it an opportunity to showcase Pakistan’s mineral potential to international investors.

Petroleum Minister Malik welcomed Canadian interest, saying technical expertise and intellectual capital would help strengthen Pakistan’s systems and boost investor confidence, particularly among international mining companies, the statement said.

Both sides also discussed cooperation in the energy sector, with Canada offering technical assistance, according to the statement. 
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