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Post by Babu on Feb 21, 2021 16:32:08 GMT -5
The Norwegian met office has ruined everything. Their old service for downloading weather observations was absolutely phenomenal. You could choose time period to download data from freely and get a list of all stations active at some point during that time period, with detailed list overview regarding altitude and active time period of the station. You could then download as many different observation parameters as you wanted for an unlimited amount of different stations, and the data would be compiled into tables with averages and extremes automatically, which if you wanted to could be copy-pasted into excel/sheets keeping their tabular format. This was absolutely amazing. What was less amazing was that most stations had very inconsistent data coverage.
Now however it seems that they've discontinued eklima.met.no completely and switched to seklima.met.no. The upside to this site is that you can select stations from a map (which is a big improvement). That's it however, because you can only choose a maximum of five stations at the time to download data from, and there's no way to filter stations based on active time period, or even preview when they were active. And they don't compile the data into tables anymore either.
Suddenly SMHI is the best in the Nordics for downloading observational data. Fuck Norway, why did you have to fuck up the best part of your met service?
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Post by Babu on Feb 26, 2021 0:33:28 GMT -5
I've heard a lot of people say asphalt radiates tons of heat at night and thus stations placed near lots of asphalt will be milder at night than ones placed around grass.
I'm not an expert but I'm 99% sure that asphalt radiating lots of heat literally just means it cools down much quicker (if you disregard specific heat capacity). Weather stations have radiation shields so they shouldn't be affected by any heat radiation from asphalt. What they will be affected by though is the asphalt cooling down and subsequently cooling down all the air around it.
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Post by Crunch41 on Mar 1, 2021 22:58:24 GMT -5
This must be in a study somewhere, but what I think is that the asphalt heats up much more than grass during the day, then cools to the same temperature at night. It cools down faster, but overall the diurnal range is larger and the average temperature is warmer.
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Post by Crunch41 on Mar 1, 2021 23:21:30 GMT -5
I saw a shoutbox conversation about places with April colder than December, or May colder than November. This is for the northern hemisphere, and above a tropical latitude, as it was about places with a lot of lag.
Some other places I think of as soon as someone mentions lag.
Cape Lopatka: while it doesn't quite make the limit, April is only 1.5C warmer than December, and May is only 1.0C warmer than November. This is an extremely moderated station at the southern end of Kamchatka Peninsula, near the Kuril Islands. that has a record high of . It's noteworthy for having an extremely low record high, and extremely cold spring for the latitude. 50.9N and sea level, the record high is 65F/18.5C. Link for recent weather: Ogimet
Vestmannaeyjar is notable for having a record low in April at a high latitude of 63N. It's an island in southern Iceland.
I looked up some high arctic places such as Alert and spring warms up too much there. Even though March can be similar to January, by April the sun is up 24/7 or close to it and things begin to warm up.
San Francisco is known for laggy summers. For the downtown station, November is only 1.0F colder than May.
Point Reyes is even more exposed than San Francisco, and it fits! April colder than December, May colder than November. The three warmest months are actually September through November, and then it's essentially steady at 55/46 from December to May.
Other islands off the coast of California have May colder than November, such as San Nicolas Island.
Edit: for 1981-2010, for the US April colder than December: Nowhere outside of Hawaii and tropical islands. The closest is Saint Paul Island AP in Alaska, with an April mean of 29.2 and a December mean of 28.9. The largest difference is Chicken, also the most continental climate in the 1981-2010 normals. 26.2 in April and -15.2 in December.
May colder than November: four stations in California. Morro Bay is 0.9F colder, the others are 0.4, 0.3, and 0.1. Wiki link for Morro Bay.
MORRO BAY FIRE DEPT SAN NICOLAS ISLAND SANTA MONICA PIER SAN FRANCISCO OCEANSD
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Post by Ariete on Mar 5, 2021 11:38:09 GMT -5
Babu: I downloaded every 10-minute reading for Artukainen for the month of February 2021, and it gave me a value of -5.8C. Using hi+lo/2 the result was -6.1C. For the month of January I did the same. The result from every 10-minute was a mean of -3.7C. The result of hi+lo/2 it was the same -3.7C. While there might be some individual differences between months, in a 30-year data set they are evened out for sure.
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Post by Babu on Mar 5, 2021 12:21:37 GMT -5
Babu : I downloaded every 10-minute reading for Artukainen for the month of February 2021, and it gave me a value of -5.8C. Using hi+lo/2 the result was -6.1C. For the month of January I did the same. The result from every 10-minute was a mean of -3.7C. The result of hi+lo/2 it was the same -3.7C. While there might be some individual differences between months, in a 30-year data set they are evened out for sure. Here's 24h mean, SMHI mean and max/min mean compared for Umeå airport 1991-01-01 to 2020-11-31 (should be quality controlled but there may be some missing data) As you can clearly see, the max/min method yields a 0.5C difference compared to the 24h mean in July. The SMHI had a 0.2'C difference, with a maximum difference of 0.3'C in November. The average difference between SMHI and 24h mean was 0.05'C for the whole year, and 0.3'C using the max/min method. Some stations have very even diurnal curves which means the max/min average will be close to the true average, but some stations have systematically skewed diurnal curves which means the max/min average will be different from the 24h mean average. In Umeå airport's case, the max/min average is colder than the true average in every single month on average. The SMHI method is slightly warmer in some months, and slightly cooler in others, but overall it evens out annually.
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Post by Babu on Mar 5, 2021 12:32:17 GMT -5
I made a crude paint drawing of two different "average hourly temp" graphs (the long term average temperature at each hour of the day), one where the low occurs around a plateau making the max/min mean too low compared to the true average, and one where high occurs around a plateau making the max/min mean too high compared to the true average. Umeå airport tends to have diurnal temp graphs that look more similar to the bottom graph, where the low occurs as a brief spike, with the daily max being rather "plateau-ish". If we take a sunny summer's day as an example, Umeå may be already up to 21'C by 11.00, but then the sea breeze starts kicking in making the temp stay around 21'C until 16.00 where it starts to drop, then as the sun starts setting around 23.00 the temps start dropping rapidly due to radiational cooling with zero wind creating an inversion layer at the airport where the cold air from the radiational cooling just stays at ground level, until 02.30 when the sun comes out and starts cancelling out the radiational cooling, maybe there's some slight wind, and the inversion layer starts breaking away rapidly increasing the temperature, and then as the sun rises higher it starts to actually warm the ground and air and we see a rapid increase in temps until 11.00 again. This is of course not "the average day" at Umeå airport, but it's an examplary day of this type of diurnal temperature gradient.
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Post by Babu on Mar 5, 2021 12:46:30 GMT -5
This is what each hour on the 23rd of July averages according to Weatherspark at Umeå airport and Trondheim airport. Weatherspark uses inconsistent time periods and data, so don't pay attention to the actual temperatures displayed as these are not accurate. However, the actual shape of the temperature graphs will be accurate as these don't really change much with different time periods. Umeå airport: Trondheim airport: As you can see, the daytime curve and nighttime curve look much more even and similar to eachother at Trondheim airport than at Umeå airport where there's a very noticable plateau during the day, with a pointy curvature at night. And this is why the max/min method isn't perfect for approximating the true average temperature.
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Post by Ariete on Mar 7, 2021 4:32:54 GMT -5
As you can see, the daytime curve and nighttime curve look much more even and similar to eachother at Trondheim airport than at Umeå airport where there's a very noticable plateau during the day, with a pointy curvature at night. And this is why the max/min method isn't perfect for approximating the true average temperature.
It's not perfect, but if the difference is 0.0-0.3C between max+min/2 and 87,660 readings in 30 years, it's close enough.
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Post by Babu on Mar 7, 2021 5:39:03 GMT -5
As you can see, the daytime curve and nighttime curve look much more even and similar to eachother at Trondheim airport than at Umeå airport where there's a very noticable plateau during the day, with a pointy curvature at night. And this is why the max/min method isn't perfect for approximating the true average temperature.
It's not perfect, but if the difference is 0.0-0.3C between max+min/2 and 87,660 readings in 30 years, it's close enough.
For Umeå it was up to 0.5'C in difference, with a 0 3'C difference on average
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Post by Ariete on Mar 7, 2021 6:46:03 GMT -5
It's not perfect, but if the difference is 0.0-0.3C between max+min/2 and 87,660 readings in 30 years, it's close enough.
For Umeå it was up to 0.5'C in difference, with a 0 3'C difference on average
For Helsinki Airport it was 0.1C.
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Post by Babu on Mar 7, 2021 7:51:47 GMT -5
For Umeå it was up to 0.5'C in difference, with a 0 3'C difference on average
For Helsinki Airport it was 0.1C.
Which makes it even worse. If every place had the same systematic deviation from the true average when using the max/min mean, then there wouldn't be an issue. The issue is that it gives differerent discrepancies from station to station.
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Post by Ariete on Mar 7, 2021 7:58:50 GMT -5
Which makes it even worse. If every place had the same systematic deviation from the true average when using the max/min mean, then there wouldn't be an issue. The issue is that it gives differerent discrepancies from station to station.
Therefore it makes the most sense in using max+min/2 for comparable statistics.
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Post by Babu on Mar 7, 2021 8:02:45 GMT -5
Ultimately, max/min mean is like infoclimat. It's generally relatively accurate, and if you don't have access to true data (official data / 24h mean) it can be a quick and easy way to get a ballpark figure. However, when using it you have to take all the data with a grain of salt, especially when comparing different places, and you can't draw definitive conclusions on how much warmer or cooler some place is compared to another.
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Post by Ariete on Mar 7, 2021 8:04:54 GMT -5
Ultimately, max/min mean is like infoclimat. It's generally relatively accurate, and if you don't have access to true data (official data / 24h mean) it can be a quick and easy way to get a ballpark figure. However, when using it you have to take all the data with a grain of salt, especially when comparing different places, and you can't draw definitive conclusions on how much warmer or cooler some place is compared to another.
No you don't, if you use the same method for every location. And the differences are most usually a couple of decimals at most, even in short data sets.
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Post by Babu on Mar 7, 2021 8:55:44 GMT -5
Ultimately, max/min mean is like infoclimat. It's generally relatively accurate, and if you don't have access to true data (official data / 24h mean) it can be a quick and easy way to get a ballpark figure. However, when using it you have to take all the data with a grain of salt, especially when comparing different places, and you can't draw definitive conclusions on how much warmer or cooler some place is compared to another.
No you don't, if you use the same method for every location. And the differences are most usually a couple of decimals at most, even in short data sets.
I'm not quite sure to what you're referencing with your comment. What do you not do if you use the same method for every location?
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Post by Ariete on Mar 7, 2021 9:12:12 GMT -5
I'm not quite sure to what you're referencing with your comment. What do you not do if you use the same method for every location?
If you use the min+max/2 method for all locations, they are comparable and don't have to take anything "with a grain of salt". As I said, the difference between 87,660 readings and the min+max/2 method at Helsinki Airport was 0.1C.
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Post by Babu on Mar 7, 2021 9:35:55 GMT -5
I'm not quite sure to what you're referencing with your comment. What do you not do if you use the same method for every location?
If you use the min+max/2 method for all locations, they are comparable and don't have to take anything "with a grain of salt". As I said, the difference between 87,660 readings and the min+max/2 method at Helsinki Airport was 0.1C.
All the comments I've made have literally been about why they're not comparable the way you're describing it. This is highs and lows at Umeå and Trondheim airport in summer according to Weatherspark (the actual values aren't completely accurate, but this is only an example so the only important part is that all the graphs are using the same data). As you can see, on August 8th, Trondheim obviously had a higher max/min mean (it might not be true irl, but again this is just an example). But when we look at the average temp over time on the 8th of August, it's now clear that Umeå airport is actually warmer on average. Not only is Umeå airport warmer on average for a longer period of time (Umeå airport is warmer for 13h each day, Værnes is warmer for 11h each day), the amplitude of the temperature difference is greater on average during the period where Umeå Airport is warmer. The total warmth can be seen as the integral of this temperature graph, or in layman's terms the total area underneath the graph. The difference in temperature will be the area between the two graphs. It's clear that the area between the red and blue line is greater between 5.30 AM and 6.30 PM, than the same area between 6.30 PM and 5.30 AM. This means the integral of the red line minus the integral of the blue line is positive and that Umeå airport has a warmer temperature on average. This is why the max/min method for approximating the average temperature isn't always comparable between stations, because in this example the max/min method yielded a warmer mean on August 8th at Værnes, when in actuality Umeå airport clearly had a warmer average temperature. Again: the max/min method is an okay approximation of the average temperature, but it isn't definitive.This isn't something that's up for debate. It's literally just pure fact by all rules of logic. I don't know if you're continuing to argue because you don't get it or because you think I'm paying too much attention to what you think is a very minor issue. If it's the latter then it's really unnecessary because on time and time again I've clearly stated that the max/min-method is fine but unequivocably imperfect. That's all I've said. If you genuinely just don't understand the fundamental flaws with the method, even after my myriad attempts at explaining it, then I don't know what to say. Either way I don't have anything else to add that I haven't already said and there's no point in my reiterating further.
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Post by Ariete on Mar 7, 2021 9:45:25 GMT -5
It's just one day, and it's weatherspark. If it's an anomaly, they tend to even out with a longer data set.
But indeed, there's no point in arguing.
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Post by Babu on Mar 7, 2021 9:52:13 GMT -5
It's just one day, and it's weatherspark. If it's an anomaly, they tend to even out with a longer data set. But indeed, there's no point in arguing. It's not one day, it's that day on average over dozens of years, but yes no point in arguing, let's drop this.
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