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Home Opinion Ideas

Kashmir’s AI Climate Gamble

Guest Author by Guest Author
November 14, 2026
in Ideas
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Dr. Zamir A Bhat: A Scholar, Educator, Humanist
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Declining snowfall, changing rainfall and melting glaciers call for better planning and scientific intervention.

Mir Hasnain Iqbal

Kashmir is known for its mountains, glaciers, rivers and beautiful winters. But the natural conditions that have shaped the Valley for generations are changing. Winters no longer seem as predictable as they once were. Snowfall has become a matter of growing concern, rainfall patterns are changing and rising temperatures are putting increasing pressure on the region’s fragile environment.
These changes should not be dismissed as ordinary weather variations. They raise serious questions about Kashmir’s water resources, agriculture, horticulture and future environmental security. One of the biggest concerns is the changing pattern of snowfall. Snow is not simply a source of winter beauty or an attraction for tourists. It plays an important role in maintaining the region’s water supply. The snow accumulated in the mountains during winter melts gradually during warmer months, feeding rivers, streams and other water sources. When snowfall is inadequate or delayed, the consequences can extend well beyond winter. Less snow accumulation means less natural water storage. Rising temperatures also cause earlier melting, disturbing the seasonal availability of water. In some areas, precipitation that would traditionally have fallen as snow is increasingly occurring as rain. The condition of Kashmir’s glaciers makes this concern even more serious.
A 2020 satellite-based study of the Kashmir Himalaya found that glacier area declined from 101.73 square kilometres in 1980 to 72.41 square kilometres in 2018, a reduction of nearly 29 per cent. Kolahoi Glacier, one of the important freshwater sources of Kashmir, deserves particular attention. The gradual loss of glacier ice is not just a matter of concern for environmental scientists. It has implications for rivers, agriculture, drinking water and the lives of people who depend on these resources. The changing climate also brings the danger of extreme rainfall, floods and landslides. Kashmir has already experienced the devastating consequences of floods. The September 2014 disaster remains a reminder of what can happen when extreme weather meets inadequate preparedness and vulnerable infrastructure. Can technology help us prepare better? This is where Artificial Intelligence (AI) deserves attention. Although it is generally discussed in connection with education, business and communication, it also has considerable potential in environmental protection and climate adaptation. AI can examine weather records, satellite images, temperature changes, snowfall data and river levels to identify patterns that may otherwise remain difficult to detect.
With reliable information, it can help scientists forecast possible risks and provide authorities with better tools for planning. For Kashmir, this could have practical applications. Satellite-based monitoring could help track changes in Kolahoi Glacier and other Himalayan glaciers. Weather data could be used to improve snowfall and rainfall forecasts. River monitoring systems could provide earlier warnings of rising water levels, while mapping vulnerable mountain slopes could help identify areas at risk of landslides. Such information would be particularly useful for disaster management. Instead of waiting for a crisis to develop, authorities could prepare communities, arrange emergency services and take preventive measures in advance.

“Kashmir’s mountains, glaciers, and rivers aren’t just scenery—they are its lifeline. As snowfall declines and glaciers retreat, the Jammu and Kashmir Government cannot afford to wait. By harnessing Artificial Intelligence now, leaders can decode these climate shifts and safeguard the region’s future before environmental pressures spiral out of control.”

Our wetlands also deserve attention. Wular Lake, Dal Lake and Hokersar are important ecological assets, yet they continue to face pressure from encroachment, pollution and changing land use. AI-supported satellite analysis could help monitor their condition and identify changes requiring immediate attention. But monitoring alone is not enough. The government must act against encroachment and ensure genuine restoration. Farmers and orchard owners could also benefit. Changing temperatures, irregular rainfall and unexpected frost can affect apple production and other agricultural activities. Weather-based advisory services could help farmers make better decisions about irrigation, crop protection and cultivation practices. Such facilities should be available in simple language and reach even those living in remote villages.
What Should The Government Do? The Jammu and Kashmir Government needs to take a more forward-looking approach to climate change. It should explore a dedicated climate monitoring system that brings together snowfall records, rainfall data, glacier observations, river levels and satellite information.
Universities and research institutions should be encouraged to work with government departments and technology experts. Local research must receive greater importance because climate conditions and environmental risks vary across different parts of the region. The Agriculture and Horticulture Departments should introduce reliable weather advisory services for farmers. Disaster management authorities should strengthen flood and landslide warning systems, particularly in vulnerable mountain areas.
Regular monitoring of glaciers, forests and wetlands should also become an important part of government planning. Schools and colleges have an equally important role. Students should be taught to understand climate change through local examples. They should know why snowfall matters, why glaciers are retreating and how the destruction of wetlands affects the environment. Environmental education must encourage responsibility, not remain confined to examination answers. At the same time, we must not assume that Artificial Intelligence can solve every environmental problem. It cannot stop irresponsible construction, prevent deforestation or restore encroached wetlands on its own. Technology can provide information, but decisions and action remain the responsibility of people and institutions. Its own consumption of energy and water must also be considered.
Kashmir does not lack warnings about environmental change. What we need is the willingness to take those warnings seriously. Declining snowfall, changing rainfall and shrinking glaciers should encourage us to rethink our development priorities and prepare for the challenges ahead. Artificial Intelligence offers an opportunity to improve our understanding of these changes and respond more effectively. The Jammu and Kashmir Government should make use of this opportunity before environmental pressures become even more difficult to manage. Our mountains, glaciers, rivers and wetlands are not merely part of Kashmir’s beauty. They are the foundation of its survival. We may not be able to control the changing climate, but we cannot afford to remain unprepared for its consequences.
(The author is a freelancer. The views, opinions and conclusions expressed in this article are those of the author and aren’t necessarily in accord with the views of “Kashmir Horizon”)
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