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Using network science to evaluate landslide hazards on Big Sur Coast, California, USA

Abstract. Landslides, ranging from slips to catastrophic failures, pose significant challenges for prediction. This study employs a physically inspired framework to assess landslide hazard at a regional scale (Big Sur Coast, California). Our approach integrates techniques from the study of complex systems with multivariate statistical analysis to identify areas prone to landslide hazards. We successfully apply a technique originally developed on the 2017 Mud Creek landslide and refine our statistical metrics to characterize landslide hazard within a larger geographical area. Our method is compared against factors such as landslide location, slope, displacement, precipitation, and InSAR coherence using multivariate statistical analysis. Our network analyses, which incorporates spatiotemporal dynamics, perform better as a monitoring technique than traditional methods. This approach has potential for real-time monitoring and evaluating landslide hazard across multiple sites.

nhess.copernicus.org logo
Nov 30, 2025 • 7:00 PM EST • Science • nhess.copernicus.org
Why we have to continue with animal testing for medical research

Letters: Dr Robin Lovell-Badge and Prof Emma Robinson respond to an editorial on using new technologies to reduce the reliance on animal experiments

theguardian.com logo
Nov 30, 2025 • 1:11 PM EST • Science • theguardian.com
Shabana Mahmood and my surprise at teenagers’ views on immigration

Letters: Rev Dr Michael Fox responds to an article by Nesrine Malik on the home secretary using her ‘story’ to silence criticism of her policies

theguardian.com logo
Nov 30, 2025 • 1:10 PM EST • Politics • theguardian.com
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Science Notes: Revisiting Viking Age art using microwear analysis

Archaeologists are increasingly revisiting long-held theories about the past and highlighting how these ideas need to be updated in light of evolving eviden ...

the-past.com logo
Nov 30, 2025 • 10:30 AM EST • Science • the-past.com
North Tyneside GP says debt stress causing mental health issues

GP Dr Kamlesh Sreekissoon says his patients are working multiple jobs to make ends meet.

bbc.com logo
Nov 30, 2025 • 9:55 AM EST • Health • bbc.com
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Scientists mapped the shape of a supernova for the first time ever – and it's not what we expected: Space photo of the week

Astronomers using data from the Very Large Telescope (VLT) have revealed that the initial "breakout" phase of a supernova is elongated, not perfectly spherical.

livescience.com logo
Nov 30, 2025 • 6:00 AM EST • Science • livescience.com