October 5

Robotic Surfboards Refine Hurricane Predictions – Using AI to Pinpoint Precipitation Forecasts

WCCO Radio Producer David Josephson

A Year Without a Winter? Dream On

No, winter has not been canceled. Delayed by a few weeks? Yes. I vaguely remember dreaming about a year without a winter in Minnesota: 30s and 40s, no snow to speak of, just rain and ice. That scenario is unlikely through mid-century, and will hopefully never come to pass if we get serious about lowering climate-warming greenhouse gases.

But we are experiencing more (unprecedented) ‘Black Swan’ weather extremes, and we don’t know all the tipping points yet. Expect the unexpected. 70s continue this week, with an outside shot at 80F Saturday, before we cool down into the 60s next week. I see a few slugs of chilly air the latter half of October, but the overall pattern seems to favor cold, stormy weather out west, with a (forgive me) “mild bias” from the Plains to the East Coast for weeks to come.



Super-Sized Autumn. Latest GFS guidance shows continued ridging over the Plains and central USA, suggesting relatively mild weather may spill into the third week of October east of the Rockies. No sustained volleys of cold air in sight – yet.



A saildrone on Sept. 30 captured footage inside Hurricane Sam, the first video footage gathered by an uncrewed surface vehicle from inside a major hurricane.
Saildrone Inc./NOAA

Scientists Drove a Robotic Surfboard into Hurricane Sam, and the Waves Were Incredible. Capital Weather Gang has a crazy story: “Scientists with Saildrone and the National Oceanic and Atmospheric Administration managed to drive a robotic surfboard into the core of Category 4 Hurricane Sam on Thursday, in a first-of-its-kind scientific mission as they try to better understand hurricanes. The video, captured just northeast of Hurricane Sam’s monstrous eye, depicts eerily dark skies, screaming winds and a thick veil of sea spray and mist lofted into the air. Enormous waves can be seen swinging the probe like a pendulum. Saildrone is a company that manufactures probes that collect ocean data for use in environmental studies…”


Pete Schenck

AI Can Predict If It Will Rain in Two Hours’ Time. It’s not there (yet) but the short-term (“Nowcasting”) predictions for precipitation are getting better, as described at BBC News: “Scientists at Google-owned London AI lab DeepMind and the University of Exeter partnered with the Met Office to build the so-called nowcasting system. Traditional methods use complex equations and often forecast for only between six hours and two weeks’ time. The AI system can make more accurate short-term predictions, including for critical storms and floods. Climate change is making it harder to anticipate adverse weather conditions, as the frequency and severity of heavy rain increases, which researchers believe will lead to both significant material damage and death…”


Paul Douglas

8 of the Biggest Tsunamis in History. Proving that earthquakes and water don’t mix well, Mental Floss has an eye-opening list: “Most tsunamis go unnoticed. Defined as a wave caused by a disturbance like an earthquake, landslide, or volcanic eruption, tsunamis often reach just a few inches in height, according to NOAA. But when the inciting event is strong enough, the results can be disastrous. The most powerful tsunamis move as fast as jet planes across the open ocean and grow as tall as skyscrapers. When they reach land, they can decimate entire towns in minutes. The tsunamis on this list aren’t necessarily the deadliest or most destructive, but they do dominate one category: sheer magnitude. Here are the tallest megatsunamis ever recorded…”


Climate Stories…

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Will Brown, Union of Concerned Scientists

The Price of Living Near the Shore is Already High. It’s About to Go Through the Roof. The Washington Post (paywall) highlights changes in pricing for coastal flooding that more accurately reflects true risk in a changing climate: “…The Garys had joined 8 million Americans who moved to counties along the U.S. coast between 2000 and 2017, lured by the sun, the sea and heavily subsidized government flood insurance that made the cost of protecting their homes much less expensive, despite the risk of living in a flood zone near a vast body of water. But a reckoning is coming. On Friday, the Federal Emergency Management Agency will incorporate climate risk into the cost of flood insurance for the first time, dramatically increasing the price for some new home buyers. Next April, most current policyholders will see their premiums go up and continue to rise by 18 percent per year for the next 20 years…”


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National Academy of Sciences

Climate Nexus has more perspective and links: “FEMA’s new flood insurance plan is drawing the battle lines over climate adaptation (Grist), homeowners face new risks and costs (Axios, Wall Street Journal $), flood insurance revamp aims for fairer rates (AP, explainer), flood insurance revamp starts today, despite opposition (E&E $), the price of living near the shore is already high. It’s about to go through the roof.” (Washington Post $, CBS)


Twin Cities Warming Since 1901
Climate Central
Duluth Warming Since 1901
Climate Central
Mankato Warming Since 1901
Climate Central

Earthshine annual mean albedo 1998–2017 expressed as watts per square meter (W/m2). The CERES annual albedo 2001–2019, also expressed in W/m2, are shown in blue. A best fit line to the CERES data (2001–2019) is shown with a blue dashed line. Average error bars for CERES measurements are of the order of 0.2 W/m2.
Credit: Goode et al. (2021), Geophysical Research Letters

Earth is Dimming Due to Climate Change. New research highlighted at Phys.org caught my eye: “Warming ocean waters have caused a drop in the brightness of the Earth, according to a new study. Researchers used decades of measurements of earthshine—the light reflected from Earth that illuminates the surface of the Moon—as well as satellite measurements to find that there has been a significant drop in Earth’s reflectance, or albedo, over the past two decades. The Earth is now reflecting about half a watt less light per square meter than it was 20 years ago, with most of the drop occurring in the last three years of earthshine data, according to the new study in the AGU journal Geophysical Research Letters, which publishes high-impact, short-format reports with immediate implications spanning all Earth and space sciences…”



Fires burn on a farm near environmentally protected land in Sao Paulo state on Aug. 24.
Photographer: Jonne Roriz/Bloomberg

The Country That Makes Breakfast for the World is Plagued by Fire, Frost and Drought. Bloomberg Green has details, listen: “Brazil’s crops have been scorched, frozen and then dried out by the worst drought in a century, upending global commodity markets….The cost of Arabica beans soared 30% over a six-day stretch in late July; orange juice jumped 20% in three weeks; and sugar hit a four-year high in August. The price spikes are contributing to a surge in international food inflation — a U.N. index has jumped 33% over the past 12 months — that’s deepening financial hardship in the pandemic and forcing millions of lower-income families to scale back grocery purchases across the globe...”

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