AI Maps Rs 22,600 Crore Green Gold in Himachal Pradesh Forests
AI Maps Rs 22,600 Crore Green Gold in HP Forests

A groundbreaking study has unveiled that Himachal Pradesh's forests harbor an untapped economic potential of approximately Rs 22,600 crore annually. This presents a significant opportunity to bolster the state's economy, generate rural employment, and enhance climate resilience through sustainable resource management.

Study Highlights AI-Driven Forest Economy

The report, titled “Green wealth: Towards a future ready people’s forest economy in Himachal Pradesh,” was jointly prepared by the State Forest Department and the Bharti Institute of Public Policy (BIPP) at the Indian School of Business (ISB). It emphasizes how artificial intelligence (AI), machine learning, and satellite-based monitoring can revolutionize traditional forest conservation into a sustainable and profitable bio-economy model in the Western Himalayas.

Untapped Resources Worth Billions

According to the study, a substantial portion of this economic potential lies in the commercial utilization of non-timber forest produce and other natural resources. Pine needles alone could generate nearly Rs 5,500 crore annually, while Amla fruit has an estimated value of Rs 8,700 crore. Wild mangoes could contribute around Rs 4,800 crore, Sal seeds Rs 2,400 crore, and Rhododendron flowers about Rs 1,200 crore. Additional opportunities include a Rs 500-crore Khair timber industry and a bamboo-based economy worth approximately Rs 760 crore, catering to construction and biofuel sectors.

Wide Pickt banner — collaborative shopping lists app for Telegram, phone mockup with grocery list

Doubling Previous Estimates

The projected value of Rs 22,600 crore is more than double the previously recorded value of forest services in the state, estimated at Rs 10,873 crore. The report also offers a potential solution to reverse the 29 per cent decline in provisioning ecosystem services recorded over the past decade.

AI-Powered Forest Intelligence

Researchers caution that over-exploitation of forest resources could pose a serious threat to ecological stability. To address this concern, the study proposes an AI-powered “forest intelligence” system capable of providing high-resolution and real-time monitoring of forest resources. Unlike conventional forest inventories conducted once every decade, the proposed framework would enable continuous assessment of resource availability, extraction levels, and ecosystem health.

Prof Ashwini Chhatre of the Indian School of Business said the framework would help the Forest Department monetize carbon benefits, reduce climate-related risks, and attract global green investments directly into rural areas. Such an approach, he noted, would create new income streams while supporting conservation goals.

Pushpendra Rana, Director of Environment, Science and Technology, emphasized that AI-enabled satellite mapping could serve as a dynamic climate defense system. By tracking ecological changes in real time, the state could qualify for international climate finance while strengthening disaster preparedness. He pointed out that converting pine needles, often responsible for forest fires, into an economically valuable resource demonstrates how environmental challenges can be turned into development opportunities.

Climate Context in the Himalayas

The findings gain significance against the backdrop of growing climate risks in the Himalayan region. The study notes that the Hindu Kush-Himalaya region, including Himachal Pradesh, is warming faster than the global average. Even if global warming is limited to 1.5°Celsius, temperatures in the region are expected to rise by an additional 0.3°C to 0.7°C, particularly in the north-western Himalayas and Karakoram ranges.

Such warming is expected to accelerate glacier retreat, reduce snow cover, and alter river systems. The report also highlights increasing instances of “snow droughts”—periods marked by unusually low snowfall or early snowmelt, which have already led to a decline in snow-covered days across key Himalayan basins.

Building on Previous Assessments

Earlier, the Indian Institute of Forest Management had estimated the Total Economic Value (TEV) of Himachal Pradesh’s forests at nearly Rs 92,952 crore. The latest study builds on that assessment by identifying practical, technology-driven strategies to unlock forest wealth while ensuring ecological sustainability and climate security.

Pickt after-article banner — collaborative shopping lists app with family illustration

Key Takeaways

  • Himachal Pradesh’s forests could generate Rs 22,600 crore annually through sustainable utilization of natural resources such as Amla, pine needles, wild mangoes, Sal seeds, Rhododendron flowers, bamboo, and Khair timber.
  • A pioneering AI-based monitoring system proposed in a new study will help prevent over-extraction, track forest health in real time, and attract global climate funding.
  • The initiative could create large-scale rural employment, strengthen state finances, and convert environmental challenges such as pine needle-driven forest fires into profitable green industries while safeguarding fragile Himalayan ecosystems.