Showing posts with label Rollercoaster. Show all posts
Showing posts with label Rollercoaster. Show all posts

2023/01/01

2022 Year-in-Review Part 1: Temperatures

And now, what you've all been waiting for! It's time for Part 1 of our big look back at 2022 with our Year-in-Review.
Sometimes the dashboards in these posts will become corrupted, and so if you are reading this in the future and things no longer make sense the original charts are here:

Warmest & Coldest Years
The big news is that Edmonton's average temperature for 2022 was the 18 warmest on record. That is not as warm as 2021 (#10), but is warmer than 2018-2020. 

April, May, November & December were the below-average months, with December as our 18th coldest on record.

At the end of October the temperatures for 2022 had climbed into the #4 spot, but the very cold November & December pushed it back down. 

At the end of the year the Highs were 30th warmest and the Lows were 20th warmest, which combined makes it the 18th warmest overall.

For the climate stripes scarf chart 2022 is a fairly dark pink. The last time that we had a blue stripe was back in 1996, at -1.7°C colder than the 20th century average.




Temperatures Across Canada
Across the country 2022 was a top-10 year for St. John's & Halifax, and top-20 for Montréal, Edmonton & Calgary. 

Winnipeg was the only city here with a cool year, ranking as its 100th warmest and -0.6°C below the 20th century average.




Warm & Cold Months
2022's temperatures were often split west/east across the country, with a cool January in central Canada, a cool April in the west, a really warm summer in the west, and then a very cold November & December in the west.

The temperatures for July 1st-October 31st were the #1 warmest on record for Edmonton, Calgary, Halifax & St. John's, and #2 for Vancouver & Saskatoon. That was followed by a November-December which was bottom 10~20 coldest in Vancouver through Regina.




High Temperatures
For 2022 we had 211 days with Highs above our 30-year average, including 5 new warmest-records in July-September. There were 154 below-average Highs, including 2 new coldest-records in December. There were lots of above-average days in January, and July-October.

2022 had 118 days with Highs that reached 20°C, which is 2nd only to 122 in 1897 & 1898. 

The number of 25°C & 30°C days was down from the record-breaking 2021...

...but in Edmonton the summer of 2022 didn't really kick-in until July. Just from July 1st onwards 2022 had 46 Highs reach 25°C, which was the most on record. And it had 11 Highs of 30°C, which tied with 2022, 1981 & 1933 for 1st place.

Across the country Edmonton and Calgary were the most unusual for 30°C days in 2022, having their 5th and 8th highest numbers on record.




Low Temperatures
For 2022 there were 212 days with Lows above average, including 11 new warmest-records in July-October. The 153 below-average Lows didn't set any new records, but 16 were the coldest in 30 years, mostly in November & December.

2022 started and (basically) ended with deepfreezes. We had 33 days with Lows which reached -20°C, while we average around 25 days. 

That included 16 Lows which reached -25°C, which ties 2021, and is above our average of around 10 days.

2022 also had 4 Lows reach -30°C, which is down from 6 in 2021.

For some trivia, this is the first time that we've had 4 years in-a-row record at least 4 Lows of -30°C since 1969-1972.

For -20°C Lows across the country 2022 was a little above average for all of these cities.




Yearly Extremes
With a warmest High of 33.8°C, and a coldest Low of -34.1°C the range of temperatures recorded in 2022 was 67.9°C. The record for a calendar year is 80.5°C, set in 1936 and 1886 (our Lows used to get a lot colder).




Frost-Free Days
The final frost of the spring was a little late on May 10th, while the first frost of fall was record-breakingly late on October 23rd. So 2022 ended up with 166 frost-free days, while our average is 142.

Across the country St. John's & Halifax also had first fall frosts which were a few weeks late, while the rest of these cities were pretty close to their averages.




Edmonton versus Calgary
And finally, a quick comparison of Edmonton & Calgary temperatures for 2022.

The two cities tend to track fairly closely to each other, except that sometimes a Chinook really hits Calgary. We saw that on December 24th & 25th with Calgary's Highs 18°C warmer than Edmonton.

That's the end of Part 1 of our 2022 Year-in-Review. Part 2 will look at precipitation, and part 3 will be all about snow.

2018/04/30

April Review / May Preview

It's the end of the month, so it's time to look back at a weird April.

A caveat for today: Environment Canada's daily data for Blatchford is missing from April 21st onwards. They still have the hourly data, and that is generally fine, but it doesn't capture the very highest or lowest temperature each day, so it isn't great for things like records. This isn't ideal, but we'll make do.


High Temperatures

April started out really cold, as the late-March coldsnap dragged on for two extra weeks.

We actually set a record for all-time coldest High on April 5th at -8.8°C, and we also set 3 other recent (since 1996) coldest Highs on April 6th, 11th and 12th. And then at the end of the month we set a recent record for warmest High on April 28th at 27.5°C, which was still about 2°C below the all-time record of 29.4°C from 1939.


What a weird month.

The average High was 7.4°C, which was just a bit below the 7.6°C from last year. But we got there by having 9 Highs below 0°C (which tied 2002) including 3 Highs below -5°C (which tied 2008). And then in the last week of the month we had 3 Highs above 20°C (which is pretty high), including 27.5°C on April 28th, which was Edmonton's warmest April day since April 16th, 1984 at 28.1°C.


Low Temperatures

The Low temperatures were similar to what we saw for the Highs, with 3 recent coldest-Lows in the first week of the month. And then at the end of the month the 7.1°C Low on April 28th was just a touch below the recent record of 7.2°C for that date.


Looking at the numbers this April had more Lows below -15°C and below -10°C than any other recent April. The average Low of -3.3°C was the third coldest of these years, behind 2013 at -3.5°C and 2002 at -5°C.


2018 Temperatures So Far...

Before the late-April heatwave people were getting pretty grumpy with our forever-winter. But how does 2018 rank, so far?

This chart compares temperatures on a day-by-day basis to the 20th century average. 2018 is shown as the animated red line, and lines for the last 10 years are shown for reference.

At the beginning of March, 2018 was above the 20th century average, but that still grouped it with the colder recent years - 2009, 2013, 2014. Then the March/April coldsnap dropped us below the 20th century average, and now the late-April heatwave has moved to just below the 20th century average again.

On a month-by-month basis this is how things have broken down:


Looking back at the past winter:

  • December was warmer than the 20th century average, and it was about 1°C warmer than the recent 5-year average.
  • January was also warmer than the 20th century average, but it was still about 1°C cooler than recent years.
  • All the other months have been colder than both the 20th century average and the recent average.

So yeah, back in the 2017-2018 Winter in Review - Temperatures we saw that 2017-2018 wasn't that bad. But it's definitely been cooler than what we're used to.


Monthly Snowfall

Here we have the monthly snowfall at the International Airport, for both this winter and last winter.

This April we got 12cm of snow, most of which was during a big 10.4cm snowfall on April 16th. That's just a bit below average, and it's well below last year's record 43cm of snow in April 2017.

There's still about a 50/50 chance of snow in May, but so far this winter:

  • September, October and March were well above average.
  • December was well below average.
  • November, January, February and April were all in the typical range.


Cumulative Snowfall

When we add the total snowfall up for the year right now we are at 116.9cm. That's below the 136.7cm from last winter, and below the Airport's average of about 125cm. But again, half of the time we'll get snow in May, with an average of 6cm.


Snowdepth

Here is our snowdepth for this winter:

  • The International and Blatchford were both high in November
  • They were both a little low in December and most of January
  • At the end of January things took off, and we stayed pretty high through the end of March
  • And then with our cold April the snow refused to melt. For a few weeks we were actually above any other recent years, even though this wasn't a particularly snowy year.



This winter the melt started in earnest on April 8th when the International was at 31cm of snow. By April 21st it had dropped to "trace" amounts, and then to 0cm by April 23rd. That put it ahead of 2013 and 2011 which first reached 0cm on April 27th and 29th respectively, but behind every other recent year.


May Temperatures

And finally, here is a quick preview of what temperatures might look like in May.

May hasn't had a High below freezing since 1959, so that's nice. But about one third of the time we'll have a few days that stay below 5°C. On the other side of things we should probably see a week or two of days above 20°C (2000 was the only real under-achiever, with 2 20°C days). 2015, 2016 and 2017 all had almost a week of 25°C days, and 2013, 2016 and 2017 each had a High of 30°C.

For Low temperatures, about a quarter of the time May will have no lows below 0°C, although more typically there are a a handful. If you are interested in when the final frost is likely to fall, we just looked at that last week.

2018/02/15

If you don't like the weather, wait 5 minutes

Today we're going to look at Edmonton's seemingly-erratic weather.

To get a sense of what I'm talking about, here are our High temperatures for the last few months:


November started out really cold, and it ended really warm. December started really warm and ended really cold. January went cold-warm-cold-warm-cold. And February has mostly been pretty cold. Is this sort of variation normal? Can't we ever have nice, "average" temperatures?

This is a theme we've tackled a few times before in:
  • How Normal is Average - during the summer about 80% of the days are within ±5°C of the average temperature, but in the winter that range doubles to ±10°C.
  • Does Edmonton Get Chinooks - we don't necessarily get chinooks like Calgary does, but we do usually see an an echo of whatever they get.
  • 'Tis the season of -20°C - even in the middle of winter we get a lot of warm days to balance off the cold ones.
What we're going to focus on today is how often we swing from warm days to cold days, and then back again.

2017

This is the chart we'll be working with, but it needs a bit of explanation.

This is a chart that we use all the time around here, and it shows daily High temperatures throughout the year. We're going to stick with High temperatures today because they are more variable than the Low temperatures. And so if it feels like our temperatures are behaving erratically then we'll see that more easily with the Highs.

The red and dark blue areas in the chart are the Highs for 2017, and they show whether each day was above or below the average for that time of year. The orange and lighter blue areas in the background show the temperature distribution that Edmonton has seen since 1996, with the warmest, second warmest, coldest and second coldest. The 25th and 75th percentiles are shown as a grey band.

Those 25th and 75th percentiles will be what we're focusing on today. I didn't want to look at just any ol' temperature swing, but wanted to specifically look at when we swing from being warmer than normal to colder than normal, or visa versa. The 25th and 75th percentiles work as handy cutoffs for that.

So with all of that said then: the yellow lines in this chart show every time that the temperature swung from cold (below the 25th percentile) to warm (above the 75th percentile) or the opposite. In 2017 that happened 38 times.

There's a formula controlling all this, and the lines might not exactly match what someone would eye-ball off of the chart, although they should be close. When the temperature spends lots of time hanging around the average that doesn't count as a swing, and if the temperature stays warm or cold for a long time then this chart tries to pick a consistent start or end point. Normally I don't like to invent a bunch of rules for these charts, but we're going to be applying this to 136 years of data, and so it's important to have a standard methodology rather than doing it all by hand.

2017 - Take 2

In 2017 the High temperatures swung between the 25th and 75th percentiles a total of 38 times. But a lot of those happened during the summer when the actual change in temperature was relatively small.

This version of the chart takes all of those swings, and it filters out any where the change in temperature was less than 15°C. That is just an arbitrary cutoff, but a 15°C swing in High temperatures is going to feel like a substantial change no matter where we are during the year - whether it's going from 20°C down to 5°C in June, or from -10°C up to 5°C in February.

Applying the 15°C cutoff filters out the small swings during the summer months, and we are left with a total of 18 swings of 15°C or more for 2017. That includes some very large swings, like in February when things warmed up by 36°C over the course of a week, and in December when temperatures dropped by 31°C over about 2 weeks.

It's important to keep those timeframes in mind, because here we're not necessarily talking about the rapid temperature changes of chinooks (some of Edmonton's largest day-over-day increases are here). Today is more about situations like "It was really warm last week, so why is it absolutely freezing this week?"

2016

As a comparison, here we have 2016. The way that we're measuring things 2016 had a total of 32 swings, compared to 38 in 2017. But when we limit that to the changes of 15°C or more both years had 18. The largest changes for 2016 were a 23°C drop over a week at the end of April, followed by a 26°C warmup in early May.

The beginning of 2016 was the end of a large El Niño, and we can see that for February through late-April the temperatures were mostly well above the average, with only one large temperature swing during those three months.

2015

Here we have 2015. It had 38 swings in total, compared to 32 for 2016 and 38 for 2017. For 15°C swings it had 19, or one more than 2016 and 2017. The largest swings here were a 25°C drop over 4 days in January, and then a 26°C drop over 11 days in February.

The end of 2015 was part of the same El Niño that started 2016, and here again we can see that for October and November the temperatures were mostly above average. But then things did become erratic again briefly during December.

2010 to 2014

And finally, this chart cycles through the 15°C swings for 2010-2014. Here's the summary:
  • 2010: 13 swings of 15°C or more. The largest were a 28°C warmup over 12 days in May, and a 27°C drop over 9 days in November
  • 2011: 15 swings, including a 30°C warmup over 7 days in January, and a 31°C drop over 9 days in November
  • 2012: 14 swings, including a 30°C 5-day drop in January, followed by a 31°C 5-day warmup.
  • 2013: 19 swings, including a 26°C 6-day drop in January and a 31°C 6-day warmup in May
  • 2014: 20 swings, including a 29°C 11-day warmup in January and a 32°C 9-day warmup in December.

Those are just a few examples, and all the years look pretty similar. With these charts it's tough to compare year-to-year though, or to get a sense of what's going on. That's what we're going to try to do next.

History

This chart takes the same approach to counting temperature swings, and it applies it to all of Environment Canada's data going back to 1881. In the earlier charts today we'd looked at all the temperature swings, and at the swings that were 15°C or more. This chart also adds counts for the 25°C and 30°C swings.

When we look at all of the temperature swings, we see that the 38 in 2017 was not unusual. Years like 2012 and 2014 were quite a bit higher with 46. And since the 1880s the 5-Year average has stayed fairly constant, ranging from the low-30's to the mid-40's.

When we move to the 15°C swings the 18 in 2017 were again very typical. Recently a year like 2010 only had 13 of them, but 2003 had 25. And again, the average has been around 18 since the 1880s.

2017 starts to look a bit unusual when we move to the 25°C and 30°C swings. 2017 had 7 swings of 25°C or more, including 2 of 30°C or more. Recently 2009 and 2011 both had about that many swings. To find a year which had significantly more we need to go all the way back to 1990, with 9 swings of 25°C or more, including 5 of 30°C or more. Going all the way back to the 1880s it looks like the number of large temperature swings has dropped a bit, although that's probably because we don't see High temperatures of -30°C or -40°C anymore.

So 2017 was not exceptionally erratic, but in terms of really large temperature swings it was a little bit on the high-side of what we would typically see.

1990

Here we have 1990, which is the only recent~ish year which had more large swings than 2017 did. 1990 had 41 swings total, 25 of 15°C or more, 9 of 25°C or more, and 5 of 30°C or more.

It looks a lot like all of the other charts from today, but there are a few really extreme months here. From mid-January through late-February there were a series of 30°C swings, and then in November and December the temperatures bounced around constantly.

Summary:

Today we've looked at how often Edmonton's temperature swings from above-average to below-average, or visa versa. This isn't just warm days or cold days, but is how often our weather switches between noticeably warm and noticeably cold.

This discussion was prompted by the question: "Was 2017's weather more erratic than normal?" That's a big question, and so to try to answer it I settled on the approach that we're using here - counting temperature swings between the 25th and 75th percentiles. That choice was arbitrary and it doesn't hold any deep meaning, but it did give us a consistent methodology to apply.

On average we saw that these temperature swings happen about 35 times per year, or about every week-and-a-half. That number varies from year-to-year, and during the summer the temperature swings are smaller than they are during the winter. But overall the numbers have stayed reasonably consistent over the last century, although the very largest swings have decreased a bit in the last few years.

The title today "If you don't like the weather, wait 5 minutes" is a quotation that's originally attributed to Mark Twain. He would have been referring to the weather in New England, but it's also a popular sentiment in Alberta. And it turns out that it's not entirely wrong, but rather than every 5 minutes it's more accurately about every 10 days.

2017/01/18

Are we there (the middle of winter) yet?

Last summer I'd said that July 22 is basically the day that Edmonton's temperatures turn around and start heading downhill towards winter.

And last week the CBC posted a story - Winter is leaving, for some of us - which said that January 14 is the point where Edmonton's temperature "begins its slow, relentless rise to what we call the dog days of summer."

Today we're going to take a closer look at that, because in the winter it's actually a little tough to pick out where exactly that turn-around point happens. In summer Edmonton's temperatures hit a nice peak, but in the winter it's more of a wide valley.

Daytime Highs

Here I've identified 4 dates that we might want to call the low-point for the year. We have December 30 with a green triangle, January 14 a blue square, January 21 a red dot, and January 29 a purple diamond. I wouldn't actually have picked January 14th, but it's the "official" date, so I figured it should be included.

This chart shows the distributions of the daytime High temperature at Blatchford for the last two decades. It has the average temperature, the 25th & 75th percentiles (the range where temperatures will fall about half of the time), and the warmest & coldest days since 1996. 

For each of those temperatures the green triangles for December 30 are the lowest, except for coldest-since-1996 which goes to January 29. 

So most of the time our daytime High temperatures actually do level-off around New Year's. If we line up all the points on the chart we can see that by mid-to-late January the average and quartiles are several degrees warmer than they were at the end of December. But then occasionally the end of January does surprise us with very cold temperatures (those very cold January temperatures on this chart were mostly during two specific coldsnaps in 1996 and 2004, which we looked at here).

Daytime Lows

The Lows are a little bit less clear-cut. 

The average Low and the 75th-percentile bottom out around December 30th. as we saw with the Highs. The warmest-since-1996 turns around on January 21st. And the 25th-percentile turns around on about January 29th, and that's about where the coldest-since-1996 does too. The "official" date of January 14 is right in the middle of all that, but it's actually a little bit warmer than all the others.

So depending on how you want to define things - between the Highs and Lows, and the averages and percentiles and etc. - we've either just about reached the very deepest part of winter, or we actually passed it a few weeks ago. Or maybe more accurately, winter pretty much stops getting colder around New Year's, but then it doesn't genuinely start warming up again until near the end of January.

If the idea that winter flatlines for an entire month is a bit depressing, Winnipeg and Montreal offer an alternative:


Here we have the average Highs for Winnipeg and Montreal, which both have a more distinct turn-around-point in late-January than Edmonton does. But that means that their temperatures keep dropping for most of the month, instead of settling down at New Year's like in Edmonton (and Calgary too).

Because of that, Winnipeg's early-winter is pretty much the same as Edmonton's, while it's late-winter is much colder. And Montreal's early-winter is warmer than Edmonton's, but it's late-winter is pretty similar.


And we see the same thing with the Lows. Winnipeg and Montreal distinctly turn around in late-January, but at that point the average temperatures are about 5°C colder than they were in December.

It's kind of nice to know that on average, by New Year's day Edmonton's winter has usually thrown its worst at us. And sure, it hangs around down there for a month before things start to warm up again, but that sounds preferable to an extra month of falling temperatures.

2016/10/24

versus - Montréal

It looks like the snow has taken a break for a week, so I'm going to take a break from writing about it too. Instead, today we're going to look at Montreal (for reasons that will become apparent the next time that we look at snow).

In the past I've done comparisons to a few other locations because I find it useful to give some context to Edmonton's numbers. Today's format will be similar: we'll look at yearly temperatures; break those down into summer and winter; and then look at precipitation. For reference, here are the previous comparisons:

As usual I'm using data from Environment Canada because it's easy to download a long, reliable history. For Montreal I'll be using the weather station at Pierre Elliot Trudeau airport which is about 13km from downtown, compared to Edmonton Blatchford which is about 4km from downtown. Montreal had a nice central weather station located right downtown at McGill with readings going all the way back to 1871, but those stop in 1993 so they aren't any help today.

As I've done for the previous comparisons, here I'll be taking my standard rollercoaster chart that shows how Edmonton's temperature varies throughout the year, and overlaying the Montreal data on top of it.

Daily Highs

In the background here we have Edmonton's recent history of high temperatures for each day of the year. This a chart that I use all of the time, but it could use some explanation:
  • The white line in the centre is the average temperature based on all of the years from 1995 through 2016.
  • Surrounding that average is a grey band for the 25-75th percentiles, which is where temperatures will fall roughly half of the time. 
  • Finally, the oranges and blues are the warm and cold extremes recorded between 1995 and 2016.
Montreal's daily average is shown in purple, with the maximum and minimum shown as dotted lines.

And for almost the entire year Montreal's average high temperature is several degrees above Edmonton's, but there is a stretch from February through May where they are pretty close. Notably though, October and especially November are much warmer in Montreal than in Edmonton.

Daily Lows

Here we have the daily lows for the year, and again Montreal is well above Edmonton - except for a little window in February and March.

Now lets take a closer look at Summer and Winter, and we'll add in Calgary and Winnipeg for comparison.

Summer Highs

So here we are zoomed in on the daily high temperatures for the summer months. Calgary has been added in red, Winnipeg in green, and Montreal is still in purple.

Winnipeg and Montreal are very close, averaging 3°C to 4°C hotter than the Alberta cities.

One thing I should mention here is humidity - I don't normally talk about it, because I'm from Alberta where humidity is basically a foreign concept. It's certainly not foreign to central Canada though, and the high drybulb temperature that we see for Montreal would undoubtedly be combined with much higher relative humidity than Edmonton or Calgary would ever experience. Environment Canada doesn't include RH in their daily data so I don't have any numbers to compare, but it's just worth pointing that out.

Summer Lows

For the summer lows things shift a bit. Montreal stays about 3°C to 4°C warmer at night than Edmonton and Winnipeg, and Calgary is another 3°C lower than that. The very lowest-lows that Montreal has recorded since 1995 are a little bit above Calgary's average lows, and just a bit below the Edmonton average.

Winter Highs

Things get interesting in winter.

There is a lot going on here, but just looking at Edmonton's average in white and Montreal's in purple, for all of November Montreal averages about 5°C warmer than Edmonton. That gap closes a bit through December. And then starting around mid-January the average high temperatures for the two cities are about the same, and that continues through spring.

While the average high temperatures are close, looking at the coldest days Montreal has recorded since 1995, the highs rarely drop below -20°C while Edmonton has had -25°C and even two daytime highs below -30°C.

For Calgary, in January and February the average high is actually about 4°C warmer than Montreal's or Edmonton's. And Winnipeg is Winnipeg.

Winter Lows

And here are the winter lows.

For all of November the average lows for Montreal are about 5°C warmer than Edmonton, Calgary and Winnipeg. But in December Edmonton and Calgary level off, while Montreal and Winnipeg keep dropping. So by mid-January, the lows for Montreal, Edmonton and Calgary have all synced up, and they stay that way until spring (and again, Winnipeg is off doing its own thing).

But again those are just the averages. Looking at Montreal's very coldest days, since 1995 there haven't been any lows below -30°C, while Edmonton (and Calgary too) have had a few extreme prairie nights below -35°C.

What's interesting here is the distinction between November/December and January/February.  In the depths of winter in January/February the average highs & lows for Edmonton and Montreal are a lot alike. The big difference is that Edmonton gets an extra month-and-a-half of that, because things start so much earlier in November/December.

Precipitation

Finally for today, we'll look at precipitation.


This is Edmonton's yearly breakdown of precipitation, with the Montreal average and recent maximum overlaid on top.

Edmonton's precipitation has a really noticeable peak in July, but that's not the case for Montreal at all. Montreal is very consistent, and most months are at about the same level as the Edmonton peak in July. Montreal's lowest month is February averaging 58mm, and it's highest is December at 98mm. In comparison, Edmonton ranges from 17mm in February to 88mm in July.

And for Montreal's maximum months, outside of June and July all of the others tend to double or triple the Edmonton maximum,

For further comparison, here are the averages for Calgary and Winnipeg added as well:


This is a little messy, but we can see how similar the precipitation distribution is for the three prairie cities - a peak in the summer months and significant drop in the winter - especially when compared to Montreal.

Over the course of a year, here is how all of that precipitation adds up:


Edmonton averages about 425mm of precipitation per year, and the highest recent year was 1996 with 650mm. Montreal completely blows that away, averaging 1025mm per year, and the recent maximum was 1350mm in 2006.

That is just overall precipitation, and we haven't specifically looked at snow yet. Snow is part of the reason that I wanted to look at Montreal in the first place though, and we'll come back to that in the next few weeks.

So for now, I think this is the last of the city-comparisons that I will do. I've got Calgary to show how things can vary within the province, Winnipeg as a representative of a second prairie province, and Montreal is a good stand-in for central Canada.