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 says nine militants killed in security operations in northwest

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Pakistan says nine militants killed in security operations in northwest

  • The intelligence-based operations were conducted in Tank and Lakki Marwat districts of Khyber Pakhtunkhwa
  • Military says the counterterrorism campaign is being pursued under the framework of the National Action Plan

PESHAWAR: Security forces in Pakistan said on Saturday they killed nine militants belonging to the banned Tehreek-e-Taliban Pakistan (TTP) in two intelligence-based operations in the northwestern Khyber Pakhtunkhwa province.

Pakistan refers to fighters of the TTP, an umbrella group of various armed factions, as “khwarij,” a term from early Islamic history used to describe an extremist sect that rebelled against authority. The military also alleges the group receives arms and funding from the Indian government, a charge New Delhi denies.

The two operations were carried out on Dec. 5 in the volatile districts of Tank and Lakki Marwat, according to a statement from the military’s media wing, Inter-Services Public Relations (ISPR).

“On reported presence of khwarij, an intelligence-based operation was conducted by the Security Forces in Tank District,” the statement said. “During the conduct of operation, own troops effectively engaged the khwarij location and after an intense fire exchange, seven khwarij were sent to hell.”

“Another intelligence-based operation was conducted in Lakki Marwat District,” it added. “In ensuing fire exchange, two more khwarij were effectively neutralized by the security forces.”

ISPR said weapons and ammunition were recovered from the militants, whom it described as “Indian sponsored” and accused of involvement in attacks on security personnel, law enforcement agencies and civilians.

It said follow-up “sanitization operations” were under way as part of the country’s counterterrorism campaign under Azm-e-Istehkam, approved by the Federal Apex Committee of the National Action Plan, which aims to eliminate what it called foreign-supported militant threats in the country.