-

KCC Releases Version 3.0 of US Winter Storm Model

BOSTON--(BUSINESS WIRE)--Karen Clark & Company (KCC) is pleased to announce the release of the KCC US Winter Storm Model Version 3.0. KCC scientists and engineers have analyzed and incorporated the latest scientific information to further refine this advanced physical model.

The KCC Winter Storm Model captures the two types of winter storms: Extratropical cyclones (ETCs) and Arctic air outbreaks. North American ETCs are large low-pressure systems, such as Nor’easters, that cause damage mainly due to strong winds and snow and ice accumulation.

Arctic air outbreaks, often associated with high-pressure systems, are periods in which extremely cold polar air plunges south into the mid-latitudes, which can cause extensive damage due to long durations of sub-freezing temperatures. The most recent notable example is the February 2021 event that caused nearly $20 billion in insured losses, as forecast by the KCC model.

There is no current scientific consensus on how climate change is impacting the frequency or severity of winter storms in the US. However, there is evidence that the severity of Arctic air outbreaks may increase as temperatures warm, due to a phenomenon called Arctic amplification. Scientists have observed that the Arctic is warming at a faster rate than the global average.

A warmer Arctic decreases the difference between the cold arctic air and the warm air in the mid-latitude regions, weakening the polar vortex. When the polar vortex is weak, freezing arctic temperatures are more likely to dip down into the mid-latitudes, increasing the likelihood of anomalously cold temperatures in areas not generally prepared for these conditions.

“The winter storm peril—while not a solvency threat for major insurers—can produce large losses, as was demonstrated in February of 2021,” said Karen Clark, KCC Co-Founder and CEO. “A $30 billion winter storm event would not be a surprise today.”

Version 3.0 introduces a refined method for calculating the effects of terrain on winter storms. In addition, new secondary building characteristics have been introduced for each sub-peril to capture the unique impacts of wind, snow/ice, and freezing temperatures on different building features and mitigation measures.

While the annual expected losses from winter storms have not increased significantly, the probabilities of $20 billion and larger losses have increased.

About Karen Clark & Company

Karen Clark & Company (KCC) provides advanced models, innovative software, and comprehensive consulting services for deeper insight into climate, weather, and catastrophe risk. KCC professionals are globally recognized experts in catastrophe modeling and risk management who work with company executives to enhance business strategies, competitive advantage, and financial results. KCC models cover tropical cyclones, extratropical cyclones, severe convective storms, winter storms, wildfires, floods, and earthquakes in over 80 countries. For more information, please visit www.karenclarkandco.com.

Contacts

Gregory
Camaryn Sapienza
csapienza@gregoryagency.com
(630) 699-9865

Karen Clark & Company


Release Versions

Contacts

Gregory
Camaryn Sapienza
csapienza@gregoryagency.com
(630) 699-9865

More News From Karen Clark & Company

KCC Releases Severe Convective Storm Model Version 4.0

BOSTON--(BUSINESS WIRE)--Karen Clark & Company (KCC) is pleased to announce the release of the US Severe Convective Storm (SCS) Model Version 4.0. The new model expands on the advanced physical modeling techniques KCC has introduced for this most important emerging peril. SCS losses dominate annual weather-related insured property losses in the US. The older catastrophe modeling technology still used by many reinsurers and ILS investors does not provide credible loss estimates for severe co...

KCC Climate-Conditioned Models ‘Highly Commended’ by InsuranceERM

BOSTON--(BUSINESS WIRE)--Karen Clark & Company (KCC) is pleased to announce the company has won the “highly commended” designation in the Climate Regulatory and Reporting Solution of the Year category of the 2025 InsuranceERM Global Climate Risk & Sustainability Awards. Since 2019, KCC scientists and insurance experts have worked closely with national and state regulators to raise awareness of the impacts of past climate change, as well as projected future impacts under different climat...

KCC Named Risk Modeling Firm of the Year at Insurance Insider US Honors

NEW YORK--(BUSINESS WIRE)--Karen Clark & Company (KCC) is pleased to announce the company has been named Risk Modeling Firm of the Year at the 2025 Insurance Insider US Honors. The judges selected KCC as “one to watch as the industry learns more about their capabilities. They continue to take market share through technical innovation, AI driven modeling and precise outputs.” KCC has introduced the second generation of catastrophe models that accurately capture all weather and climate impact...
Back to Newsroom