#catastrophe-modeling

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#climate-change
fromEarth911
4 days ago
Environment

Classic Sustainability In Your Ear: Coastal Flooding in 2050 With Climate Scientist James Renwick

Environment
fromEarth911
4 days ago

Classic Sustainability In Your Ear: Coastal Flooding in 2050 With Climate Scientist James Renwick

Coastal flooding due to climate change could increase by two feet in the next century without immediate radical action to reduce emissions.
Psychology
fromSilicon Canals
1 day ago

The people who always have a backup plan aren't pessimists. They grew up in environments where promises were unreliable, and redundancy became the only architecture that didn't collapse when someone changed their mind without warning. - Silicon Canals

Obsessive planners are often generous, driven by past experiences that teach them to prepare for uncertainties.
#insurance
LA real estate
fromtherealdeal.com
3 days ago

Campaign promises offered as assurances on California's troubled resi insurance market

Pacific Palisades residents face a $1.5 million gap between insurance payouts and rebuilding costs after last year's fire.
fromFortune
2 months ago
Business

Asia is one of the world's least insured places, even as it's battered by climate change and natural disasters | Fortune

LA real estate
fromtherealdeal.com
3 days ago

Campaign promises offered as assurances on California's troubled resi insurance market

Pacific Palisades residents face a $1.5 million gap between insurance payouts and rebuilding costs after last year's fire.
fromFortune
2 months ago
Business

Asia is one of the world's least insured places, even as it's battered by climate change and natural disasters | Fortune

Healthcare
fromFuturism
3 days ago

Insurance Companies Already Deploying AI Systems to Deny Claims Faster Than Ever Before

AI automation in insurance claims may lead to increased denials of necessary medical care, raising concerns among patients and advocates.
fromTasting Table
5 days ago

The 'Waffle House Index' FEMA Uses To Gauge Natural Disasters - Tasting Table

Waffle House's more than 2,000 U.S. locations span regions prone to hurricanes, tropical storms, tornadoes, and severe flooding, being concentrated in the mid-Atlantic down through the Gulf Coast and across to the Midwest.
Miami food
#ai
Marketing tech
fromForbes
5 days ago

The New Frontier Of GEO Demands An Integrated Approach

AI has transformed search optimization, requiring a unified approach across departments to enhance brand visibility and trustworthiness.
Apple
fromWIRED
5 days ago

AI Has Flooded All the Weather Apps

AI is transforming weather apps, enhancing user experience with customizable forecasts and integration with personal schedules.
Marketing tech
fromForbes
5 days ago

The New Frontier Of GEO Demands An Integrated Approach

AI has transformed search optimization, requiring a unified approach across departments to enhance brand visibility and trustworthiness.
Real estate
fromwww.housingwire.com
1 week ago

43.5 million U.S. properties face mounting hail risk, Cotality finds

Hail is the primary driver of insured losses from severe convective storms, potentially causing $58 billion in losses during extreme events.
Washington DC
fromwww.npr.org
2 weeks ago

Opinion: Lessons from a bad weather forecast

Meteorologists overestimated a storm's severity in Washington, D.C., leading to widespread panic and preparations that ultimately proved unnecessary.
Environment
fromBusiness Matters
1 week ago

AI and Lightning Risk: Predicting Strikes Before They Happen

Advancements in AI are improving lightning prediction accuracy, aiding safety professionals in assessing risks and preparing for lightning events.
Online Community Development
fromNextgov.com
2 weeks ago

When disaster strikes, census data can help show who is in harm's way

The U.S. Census Bureau's OnTheMap for Emergency Management tool helps officials quickly estimate population and workforce data in disaster-affected areas to guide emergency response and recovery efforts.
Artificial intelligence
fromwww.scientificamerican.com
2 weeks ago

As AI keeps improving, mathematicians struggle to foretell their own future

First Proof, a benchmarking initiative, is launching its second round to evaluate large language models' ability to contribute to research-level mathematics, now requiring transparency and access from participating AI companies.
#disaster-recovery
fromEntrepreneur
3 weeks ago
DevOps

How AI Is Revolutionizing Disaster Recovery

AI can transform static disaster recovery runbooks into continuously validated, automatically updated procedures that keep pace with evolving infrastructure and prevent costly recovery delays.
fromwww.housingwire.com
2 months ago
Mental health

Navigating recovery: Counseling and coaching options for homeowners after natural disasters

Connecting disaster survivors to counseling and HUD-approved financial coaching accelerates emotional and financial recovery, reduces eviction and foreclosure risk, and improves payment outcomes.
DevOps
fromEntrepreneur
3 weeks ago

How AI Is Revolutionizing Disaster Recovery

AI can transform static disaster recovery runbooks into continuously validated, automatically updated procedures that keep pace with evolving infrastructure and prevent costly recovery delays.
US news
fromwww.npr.org
3 weeks ago

2025 saw relatively fewer natural disasters. Will you get a break on home insurance?

Despite 2025's relatively quiet weather year, homeowners will see minimal insurance relief, with most regions facing 3-8% premium increases except Florida, where returning private insurers enable rate decreases.
LA real estate
fromtherealdeal.com
2 weeks ago

Wildfire rebuild roadblocks breed very little predictability

Wildfire rebuilding progress remains slow due to complex, non-linear permitting processes and insurance barriers rather than a single straightforward obstacle.
fromTechCrunch
3 weeks ago

Google is using old news reports and AI to predict flash floods | TechCrunch

While humans have assembled a lot of weather data, flash floods are too short-lived and localized to be measured comprehensively, the way the temperature or even river flows are monitored over time. That data gap means that deep learning models, which are increasingly capable of forecasting the weather, aren't able to predict flash floods.
Science
fromMail Online
3 weeks ago

Hazardous weather alert for 200 million as megastorm barrels across US

The storm from Sunday into Monday has the potential to become a bomb cyclone, which occurs when central pressure drops at least 0.71 inches of mercury (24 millibars) in 24 hours or less. That rapid strengthening would generate an expansive and intense wind field.
Chicago
Environment
fromwww.theguardian.com
2 weeks ago

Weather extremes gripping US bear climate crisis fingerprint', experts say

The US is experiencing extreme weather patterns this March, raising concerns about the climate crisis and its impact on seasonal transitions.
Business intelligence
fromEntrepreneur
3 weeks ago

The Game-Changing Tech Saving Companies From Data Disasters

Combining Continuous Data Protection with AI capabilities enables businesses to achieve near-zero Recovery Point Objectives and minimal Recovery Time Objectives, preventing data loss and minimizing downtime.
LA real estate
fromwww.housingwire.com
2 weeks ago

Rhino targets climate risk home insurability in California

DealShield analyzes property data to help agents and consumers secure property insurance, currently available in California with multistate expansion planned by end of 2026.
Environment
fromNature
2 weeks ago

AI set to map risks of future climate disasters

Brazil is developing an AI agent to provide climate-disaster information and preparedness guidance to residents, integrating AI, simulations, and citizen participation for household-level risk management.
Environment
fromwww.dw.com
2 weeks ago

US: Hawaii hit by historic flooding, more rain coming

Oahu faces severe flooding, the worst in over 20 years, forcing thousands to evacuate and causing estimated damages exceeding $1 billion.
Mental health
fromPsychology Today
1 month ago

Navigating the Messy Middle of Disaster Recovery

Disaster recovery extends beyond the initial crisis phase; year two brings psychological challenges including chronic stress, financial strain, and bureaucratic delays that impair functioning and compound trauma.
Psychology
fromMail Online
4 weeks ago

Revealed: The 5 dimensions of the APOCALYPSE

Apocalyptic thinking is widespread across society, with nearly one-third of Americans believing the world will end in their lifetime, significantly influencing how people perceive and respond to global risks.
Miscellaneous
fromPsychology Today
1 month ago

An Avalanche Catastrophe as a Psychological Event

Avalanche tragedies result from social psychological factors and bad decisions rather than natural forces alone, as demonstrated by the Castle Peak ski tragedy involving nine fatalities.
fromSFGATE
2 weeks ago

Hawaii braces for new storm as it still recovers from the last

We're not expecting much in terms of winds, mainly just going to be flood potential. And thinking that the focus is going to be Oahu, Maui County and Big Island, with Kauai kind of being on the fringes of it versus, you know, all the Islands were impacted last time.
Environment
fromFortune
1 month ago

$15 billion of the insurance industry is at risk from AI, BofA says | Fortune

Our view is that large-language model digital agents can effectively do a non-immaterial portion of the work currently provided by 20-30k independent agents across the United States. The core of the firm's bearish thesis centers on a massive pool of routine, low-complexity insurance policies.
Artificial intelligence
fromFast Company
1 month ago

This Berkeley building can snap back into place after a major earthquake

The rods are the central element of a novel seismic-responsive structural system that is designed to help the building snap back to its original shape in the event of a major earthquake. Their trick is an embedded cluster of taut cables made from a highly flexible compound called a shape-memory alloy that's capable of bending under tension-like the lateral shaking in a California earthquake-and then straightening out.
Science
Environment
fromNature
3 weeks ago

Can AI models reliably forecast extreme weather events?

AI-based weather forecasting models offer significant speed advantages over physics-based systems but raise concerns about reliability for rare, extreme weather events.
California
fromwww.housingwire.com
1 month ago

From relief to rebuilding: Rethinking forbearance in an era of climate disruption

California wildfires demonstrate how climate disasters, insurance volatility, and rebuilding delays require lenders and policymakers to develop sustainable forbearance policies with national implications.
#insurance-claims
fromIndependent
1 month ago
Miscellaneous

Weather-related insurance claims soar as rain and flooding wreak havoc on homes across the country

fromIndependent
1 month ago
Miscellaneous

Weather-related insurance claims soar as rain and flooding wreak havoc on homes across the country

fromwww.theguardian.com
2 weeks ago

Can culling your garden slow a wildfire? A California city pins its hopes on a contested plan

Tucked into the ridges overlooking California's San Francisco Bay and against an expansive nature area, the house Thouati and his wife have owned for 30-some years sits in one of the highest wildfire-threat areas in the state. A scientist with a penchant for diving deep, he poured into the research. Hundreds of articles later, he said, it became clear I had to swallow my pride.
Environment
fromwww.theguardian.com
1 month ago

A devastating force': how recent Mediterranean storms turned to tragedies

In Grazalema, Spain's wettest town, a year's-worth of rain fell in a fortnight and overloaded the karst aquifer beneath it. Water rushed into homes through floors, walls and even electricity sockets. Authorities ordered everyone to evacuate. I felt a lot of fear, said Sanchez Barea, a guesthouse owner whose home is one of hundreds still in an exclusion zone.
Miscellaneous
fromPractical Ecommerce
1 month ago

AI Turns Weather Data into Sales

Weather impacts sales. Every retailer knows it. But for most, the likelihood that it might rain, snow, or sleet on the third of March somewhere in the Midwest is rarely used. Vendors such as Weather Trends have offered accurate, long-range forecasts for more than 20 years. But the opportunity is not predicting the weather; it's knowing what to do with the data. AI might change that.
E-Commerce
fromInside Higher Ed | Higher Education News, Events and Jobs
1 month ago

Flood the Zone

As the Class of 2026 prepares to enter the workforce this summer, they-like last year's graduates and those already in the job market-are facing what economists now call a "low hire, low fire" economy. Whether this is driven by AI or other economic factors remains hotly debated, but the causes are beside the point for new grads looking for jobs postgraduation in an economy marked by a pullback in early-career hiring.
Higher education
California
fromThe Mercury News
1 month ago

California bill would require insurance protections for fire-hardened homes

Senate Bill 1076 would require insurers to insure or renew policies for homes meeting state wildfire safety and home-hardening standards.
Environment
fromwww.theguardian.com
1 month ago

Global sea levels have been underestimated due to poor modelling, research suggests

Global sea levels are 30cm higher on average than previously modeled, with some regions 100-150cm higher, requiring reassessment of coastal climate impacts.
Information security
fromSecuritymagazine
2 months ago

Grid Protection in Severe Weather: What Security Leaders Need to Know

A major winter storm severely strained U.S. power systems, creating disruptions that cybercriminals exploited by targeting existing infrastructure weaknesses.
Barcelona
fromEuro Weekly News
1 month ago

Woman killed after roof torn off in Barcelona

Powerful windstorm in Catalonia killed a 46-year-old woman when an industrial roof collapsed, produced record gusts up to 166 km/h, and disrupted travel and services.
fromwww.pasadenastarnews.com
1 month ago

California bill would require insurance protections for fire-hardened homes

State Sen. Sasha Renee Perez, D-Pasadena, who has worked to bring more transparency to the insurance claims process for survivors of last year's wildfires, has proposed Senate Bill 1076. Known as the Insurance Coverage for Fire-Safe Homes Act, it would require insurance companies to offer or renew insurance for properties that meet wildfire safety standards set by State Insurance Commissioner Ricardo Lara.
California
US politics
fromwww.theguardian.com
2 months ago

The people betting on catastrophic world events podcast

Prediction markets let users bet on political and world events, can be manipulated by wealthy actors, and risk shaping media coverage and public perception.
fromwww.theguardian.com
1 month ago

How extreme weather is leaving thousands of homes uninsurable

We're seeing more frequent, more severe extreme weather events and that inevitably affects claims and affects pricing it can't not. And this is happening all over the globe. More, after this week's most important reads.
Environment
Gadgets
fromNextgov.com
1 month ago

When every second counts: government tech helps first responders' lifesaving missions

Indoor-capable drones and indoor location-tracking technologies significantly improve first responder situational awareness and reduce risk in hazardous interior environments.
US news
fromwww.npr.org
1 month ago

3 big changes are proposed for FEMA. This is what experts really think of them

A proposed overhaul would shift disaster responsibility to states, halve FEMA's workforce, and enact reforms requiring some congressional approval.
#home-insurance
Information security
fromSecuritymagazine
1 month ago

Product Spotlight on Analytics

Taelor Sutherland is Associate Editor at Security magazine covering enterprise security, coordinating digital content, and holding a BA in English Literature from Agnes Scott College.
Artificial intelligence
fromEntrepreneur
1 month ago

The Quiet AI Threat Can Damage Your Company Without Warning

Corrupted training data undermines AI effectiveness, causing poor decisions, wasted resources, loss of trust, and erosion of competitive advantage.
US politics
fromThe New Yorker
2 months ago

Why the D.H.S. Disaster in Minneapolis Was Predictable

Federal immigration operations have escalated into aggressive, warrantless arrests and re-investigations of legally recognized immigrants, provoking national outrage.
Science
fromMail Online
2 months ago

Hidden faults found at US quake hotspot- experts warn of catastrophe

Hidden tectonic plates and fragments beneath the Mendocino triple junction increase seismic complexity and may cause current earthquake risk models to underestimate West Coast hazards.
#wildfires
US news
fromwww.npr.org
2 months ago

FEMA is getting rid of thousands of workers in areas recovering from disasters

FEMA will cut thousands of contract employees this year; many divisions could lose up to half their workforce, threatening disaster response and recovery capacity.
Information security
fromComputerworld
1 month ago

AI will likely shut down critical infrastructure on its own, no attackers required

Misconfigured AI controlling cyber-physical systems can unintentionally shut down national critical infrastructure in a G20 country by 2028.
#multi-ignition-wildfires
Artificial intelligence
fromFast Company
1 month ago

AI strategies are kind of destined to fail

Adopt a flexible AI posture and use the SPARK filter to prioritize experiments that meet multiple high-impact criteria, enabling faster, higher-value adoption.
Real estate
fromwww.housingwire.com
2 months ago

Insurance hurdles, red tape slow Los Angeles wildfire recovery

Rebuilding after the Palisades and Eaton fires has been slow because insurance, regulation, construction, and infrastructure were not aligned for a disaster of this magnitude.
Science
fromwww.theguardian.com
1 month ago

Economics has failed on the climate crisis. This complexity scientist has a plan to fix that

An agent-based global economic super-simulator could forecast crises and guide policy, with a ~$100m build cost and massive potential ROI from crisis prevention.
fromwww.mercurynews.com
2 months ago

Bracing for the next big earthquake, San Jose plans to test out seismic retrofit financing program

The city passed legislation nearly 18 months ago requiring property owners to retrofit their multi-story, wooden-frame buildings with at least three units constructed before 1990. It delayed implementation, however, when the federal government rolled back significant funding to facilitate the repairs. But after a court-granted injunction required the release of some of those federal funds, the city approved a $1.6 million pilot financing program in hopes of rolling out a larger critical life-safety initiative in the future.
Real estate
fromABC7 San Francisco
7 years ago

The ABC7 Exclusive Storm Impact Scale explained

LIVE RADAR: Track storms as they move through the Bay Area with Live Doppler 7 Take a look at the chart above -- we will give each storm a number with 1 being the lightest type of storm and 5 being the most severe. This way you'll know what to expect. Number 1 means a light storm with 1/2 an inch of rain or less and likely lasting a few hours or less. Number 2 is a moderate storm with 1/2 an inch to one inch of rain forecast and could include scattered power outages.
Environment
fromwww.mercurynews.com
2 months ago

California wildfire survivorsgot a rude surprise that could hit more Americans

Since the 1990s, American homes have been systematically underinsured in the event that they are completely destroyed. Study after study shows that, counter to the public's understanding, many home insurance policies are not required to cover total replacement of homes. The trend, though decades old, has been somewhat hidden. But climate-driven events that cause massive destruction, especially wildfires, are revealing just how pervasive and severe the problem has become.
Environment
fromThe Atlantic
2 months ago

The Climate Question That Economists Cannot Answer

Most Americans now accept the basic physics of climate change-that manmade greenhouse-gas emissions are raising global temperatures. Yet the public discussion of climate change is still remarkably broken in the United States. Leaders of one political party frame climate change as an existential emergency that threatens human life and prosperity. Leaders of the other dismiss it as a distraction from economic growth and energy security. Economists like me, trained to think about trade-offs,
Environment
Environment
fromThe Verge
2 months ago

How to fireproof a city

Simple, low-cost building and community design changes can make homes survive wildfires and require collective neighborhood-scale action as risks rise with climate change.
Environment
fromSilicon Canals
2 months ago

Weather warning fatigue is real and experts say it's putting lives at risk - Silicon Canals

Warning fatigue causes people to ignore severe weather alerts, increasing personal and public risk.
Environment
fromwww.dw.com
2 months ago

As Australia burns, locals learn to adapt

Extreme heat and powerful winds combined with tinder-dry eucalyptus forests create catastrophic bushfire risk, threatening lives, properties, wildlife, and forcing urgent evacuation decisions.
Environment
fromThe Verge
2 months ago

The winter storm tested power grids straining to accommodate AI data centers

Winter Storm Fern's cold snap, combined with rising electricity demand from AI data centers, caused wholesale price spikes and stressed regional power grids.
Environment
fromArs Technica
2 months ago

Zillow removed climate risk scores. This climate expert is restoring them.

Climate risk models are more reliable for broad regional risk characterization than for fine-scale, time-specific projections, and transparency plus public data improve usability.
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