Earlier quoted context omitted.
Smart phones are good at collecting live barometric pressure data but not much else. Temperature sensors aren't very useful because they are poorly calibrated, you can't reliably tell whether someone is outdoors, and the reading can be thrown off by the heat generated by the device or the person holding it. UV sensors are seldom pointed in the right direction. And I haven't seen a phone with a wind speed or precipita…
I genuinely don't mean to sound passive aggressive when I ask, do you know anything about this subject or are you just guessing? I don't know anything about it, but I can think of numerous ways to mitigate the issues you mention. E.g.: * Does it actually matter that the absolute value of temperature sensors is inaccurate, or is it enough that they have good relative accuracy (do they?) * Do you really need to tell if…
Supercomputer quietly puts U.S. weather resources back on top
71–79 of 79 posts
Re: Supercomputer quietly puts U.S. weather resources back on top
#72Earlier quoted context omitted.
Modern supercomputers essentially are large commodity clusters. Nobody builds a single fast machine ala Cray-1 anymore. It's just not scaleable past a certain point and we're long since past that. However, they still like to give them fancy names as marketing, because they cost tens of millions of dollars. The main differentiation vs a standard datacenter is low-latency high-throughput interconnects, often with a spe…
Does this count, just curious. It is a large single machine not cluster. https://www.sgi.com/pdfs/4555.pdf
Re: Supercomputer quietly puts U.S. weather resources back on top
#73Earlier quoted context omitted.
"Underground" isn't very feasible in Florida. Most of the state is effectively a sandbar with a very high water table. Underground construction is uncommon.
"Underground" isn't very feasible in Florida. Here in central Texas, we have the same thing, but for the opposite reasons. Our water table is pretty deep - typical wells in my town are 900ft deep. But rather than sand, we've got limestone. Typical land has inches of topsoil sitting on top of solid limestone, so excavating a basement is prohibitively expensive.
So you're telling me one could blast out a cave in the backyard? Spare no expense!
Re: Supercomputer quietly puts U.S. weather resources back on top
#74Earlier quoted context omitted.
Smart phones are good at collecting live barometric pressure data but not much else. Temperature sensors aren't very useful because they are poorly calibrated, you can't reliably tell whether someone is outdoors, and the reading can be thrown off by the heat generated by the device or the person holding it. UV sensors are seldom pointed in the right direction. And I haven't seen a phone with a wind speed or precipita…
I genuinely don't mean to sound passive aggressive when I ask, do you know anything about this subject or are you just guessing? I don't know anything about it, but I can think of numerous ways to mitigate the issues you mention. E.g.: * Does it actually matter that the absolute value of temperature sensors is inaccurate, or is it enough that they have good relative accuracy (do they?) * Do you really need to tell if…
I can't answer much to your second question but I imagine it's easier in colder environments, especially if the phone is not in a pocket. In addition, here's a publication that claims to be able to get useful signals from noisy data, so I don't know if I would say the measurements are useless [2].
[1] Fig. 10 in https://www.sensirion.com/fileadmin/user_upload/customers/se...
[2] http://onlinelibrary.wiley.com/doi/10.1002/grl.50786/full
Re: Supercomputer quietly puts U.S. weather resources back on top
#75Earlier quoted context omitted.
just curious, do you have references to smartphone sensors being utilized in numerical weather prediction? i'd been browsing through some WMO reports and other associated NWP lit recently and i'd seen stuff on GPS-RO, but nothing on anyone assimilating "smart" devices.
Sure. I've been working on this problem for about 5 years now, starting with the collection of barometric pressure from Android devices. I'm currently working on this with iPhones at Sunshine [1], where we collect pressure data (along with other metrics), but pressure is the most valuable. There are researchers who use this data - we have collected about 4 billion atmospheric pressure measurements that we have distri…
Re: Supercomputer quietly puts U.S. weather resources back on top
#76Earlier quoted context omitted.
Does this count, just curious. It is a large single machine not cluster. https://www.sgi.com/pdfs/4555.pdf
A cursory glance at that PDF suggests the exact opposite of your claim.
Re: Supercomputer quietly puts U.S. weather resources back on top
#77Re: Supercomputer quietly puts U.S. weather resources back on top
#78Earlier quoted context omitted.
"Underground" isn't very feasible in Florida. Most of the state is effectively a sandbar with a very high water table. Underground construction is uncommon.
And even a slight sea level rise may make large parts of Florida effectively uninhabitable due to repeated flooding. If you want to build a reliable computing facility there then put it on stilts, not underground. http://www.newyorker.com/magazine/2015/12/21/the-siege-of-mi...
If you're worried about it flooding, you should probably spend less time building stilts and more time dealing with the fact that Delaware no longer exists, nor does most of New Jersey, New York City, large swathes of the Eastern seaboard, 75% of Louisiana, the Texas coast all the way in to Houston, much of Los Angeles, and all of Sacramento.
On the other hand, it will be nice to splash in the ocean at Joshua Tree National Park, and I'm sure Arkansas residents will be happy to finally be able to own beachfront property.
Re: Supercomputer quietly puts U.S. weather resources back on top
#79[1] http://cliffmass.blogspot.com/2016/02/the-national-weather-s...
[2] https://www.google.com/webhp?#q=supercomputer+site:+cliffmas...