Why Appalachia flooded so from Helene's remnants
scientificamerican.com
scientificamerican.com
> ... three-day totals that were well above 20 inches at multiple stations. For context, a three-day-long precipitation event in Asheville, N.C., the largest city in the most-affected region, is considered to be a once-in-1,000-year occurrence if it produces 8.4 inches of rain. (A once-in-1,000-year flood is one that has a 0.1 chance of happening in any given year.) The longest period that the National Oceanic and Atmospheric Administration calculates that out to is 60 days, for which a rainfall event in Asheville is considered to be a once-in-1,000-year occurrence if it produces 19.3 inches.
I've long known that we'll bee seeing "hundred year" and "thousand year" events much more frequently than their name suggests, but I didn't really fathom storms this far off the charts.
I'm not sure how you even begin preparing for or shoring up infrastructure against these sorts of extreme events.
Same deal as how data centers manage equipment failures. If the drives have a million-hour MTBF, but you have a million drives, you're replacing one every hour. Thousand-year events happen all the time when you have a thousand trials.
This one may have been something wilder like 1 in 20k years, and among 1k endpoints you'll see that every 20 years, and this could be comparable to Katrina which was now 20 years ago.
How do you shore up infrastructure: either you spend a ton of money, or you don't do it and deal with the cleanup afterwards. Each additional 9 of reliability costs 10x. At some point the cleanup for one point is less than shoring up all of them.
If I put 1000 weather stations in my back yard, it doesn't suddenly flood every year.
That would only be true if all those weather stations are fully independent. They're definitively not.
Drives should be independent, but all drives in a datacenter would similarly share their environment. Run the datacenter too hot and your MTBF will be out of spec.
https://courses.physics.ucsd.edu/2016/Spring/physics235/Mand...
That may not sound like much, but 5%, which at current rates of increase we could see by 2060, is enough to put economic systems into a death spiral.
I gained a deep respect for rains and flooding in the 2005 Alstead NH flood, where 13 inches of rain pooled above the town in ~20 hours, unable to drain effectively through the culvert, and burst through as a massive downhill wall of water. https://www.wmur.com/article/remembering-deadly-flood-that-r...
Mountainous terrain giving water speed is truly terrifying. Often too there are channels and valleys which experience massive amounts of water. It's nightmarish to imagine how much damage this could be, how hard it will be to support the people and places impacted so deeply.
Question: can we quantify how much more energy storms are getting from the water and air nowadays vs 10/25/50 years ago? We have Accumulated Cyclone Energy per year, but I can't find historical charts comparing the curves each year. There is this which does have ACE per-year over time, and you can chart it with the drop-down at the top: https://tropical.atmos.colostate.edu/Realtime/index.php?arch...
...similarly?