Friday, November 20, 2009

Using a Model to Forecast and Why its so Difficult

Forecasting for weather is a tricky business. First of all, its not an exact science and probably never will be. There are just too many variables in the atmosphere. Some can be seen by the human eye but most cant. What we don't see, forecasting models try to see for us. However there are so many unknown variables in the atmosphere that it can be nearly impossible to paint a correct picture, but we do our best. Forecasting models take as many variables as it can see and paints a picture of what the current conditions look like for the entire United States. Then it tries drawing a forecast from by using them. But it doesn't run only once. Many of them will run a single forecast with the same variables several times and will get a different result every time. Then it takes the sum of all of those forecasts that it produced and averages them out to create one linear forecast.
Hopefully you can see how this would be a problem. Taking all of the accumulated forecasts and averaging them together removes all of the outliers like the extreme highs and extreme lows which can be correct from time to time.

For example, say for instance that there is a storm system that's headed toward Sioux Falls. This imaginary forecast model that we just completed runs 12 times before averaging out its forecast. Well, more then likely, all 12 model runs will come up with a different amount of rainfall that we are going to receive. So here are the twelve numbers; 0", .01", .02", .04", .05", .08", .16", .17", .19", .22", .29", and .86". So if you average out these 12 numbers, you get .17". So this model will tell us that Sioux Falls is going to get .17" inches of rain.

Now, what I hope you are thinking now is that there is a very large difference in those numbers. The model tried to average it out to give you the best possible result. However, what if the outlying model run was correct and we get .86"? Well then this is where meteorologists often make their mistakes. That's why we give probabilities on the chance of it raining. Because if we were to see all of those numbers and see that all of the model runs thought it would rain with the exception of one, then we might give an 80% chance of rainfall.

Well, we are having the same issue with the upcoming week. Some models are saying that we are going to see quite a bit of rainfall while others are saying that we wont see anything. If you look at the individual forecasting runs that were produced by each model (called ensemble members) they all look very different. This is what one such model looks like;
Each box represents an ensemble member. All are for the same period and give total amount of rainfall. Notice that many are very different. Then when the model itself sums up the numbers to output an average forecast for the world to see, it will give you something like this;I have shown something like this many times before. It just simply shows what the average amount of rain will fall by combining all of the ensemble members. This is where the meteorologist will come in and combine his or her knowledge to determine whether or not to trust this model and believe that its giving you an accurate forecast. So at this point, it looks like we will see some scattered showers by Sunday and Monday but we kept the probability of rain at just 30% because many of these models don't agree with each other. So stay tuned because model accuracy tends to get better as the storm gets closer so we will keep you informed with the latest!

~KDLT Meteorologist Cody Matz

Fine Today, but Winds on the Way

Today will be the best day in my opinion out of the entire 7 day forecast, even though temperatures will be warmer tomorrow. That's because today the winds will stick around 5 miles per hour, changing direction from the NW to being from the South. Tomorrow, it's going to be a different story. Here's a look at peak wind speeds on our Futurecast Wind Speeds for Saturday:The middle of the day is when winds are going to peak around the 20-25 mile an hour range. We'll see some gusts up to 30, even 35 miles per hour as well. So enjoy the warm weather but hold onto your hats and ladies - maybe a little extra hair spray will be needed.

~KDLT Meteorologist Jesse Ritka

Thursday, November 19, 2009

Warm Here But Cold Elsewhere

It may be very warm in South Dakota for this time of the year, but it is extremely cold in other parts of the country. This is pretty typical, when one area of the globe is extremely warm, another one will be extremely cold. It is earth's way of trying to balance out the temperatures the globe's temperature. Well it can work on a smaller scale as well. So there is usually a direct link between our weather and Alaska's weather. If we are extremely warm and dry then typically Alaska will be very cold and wet and vise versa. Boy has this been the case. Temperatures here have been ranging 10-20 degrees above average the last couple of weeks. Well Alaska went into the deep freeze this past weekend with temperatures some 20-40 degrees below normal. Just look below at the last three days of highs and lows in North America. The lows are on the left and the highs are on the right (If you click on the images, you will be able to read the numbers).



Realizing its Alaska, 40 below zero doesn't sound that unusually cold, and its not. But they will typically see those temperatures in the middle of January when many areas haven't seen daylight in a month or more. These cold readings are a good 6-8 weeks early and many areas up there are seeing one of the coldest Novembers in the last 30 years. So just remember how lucky we have it right now because I'm sure our temperatures will look like that sometime this winter. At least for us, it's only a few short weeks out of the year.

~KDLT Meteorologist Cody Matz

Wednesday, November 18, 2009

Occluded Front

Since this warm trend continues, and I think everyone fully understands that we're above average and we're going to stay that way for the rest of the week. The one thing that will really influence our weather this week is the area of low pressure that's in the Ohio River Valley.

The fushia (pink-purple) line you see in the comma shape is the occluded front that's associated with this area of low pressure that's caused over a foot of snow in Kansas and several inches of rain elsewhere. While it may seem like this entire system is stationary, it's not. Occluded fronts have movement too. Let's take a second to talk about fronts to find out more about occlusions. First, frontal boundaries are usually attached to an area of low pressure - and normally there is a warm and cold front associated with a low. See the pictures below. Warm fronts bring in warm, moist air behind it and are relatively slow moving. Cold fronts bring dry, cold air behind them and are faster moving than warm fronts. Since cold fronts follow warm fronts and they are more rapidly paced, cold fronts occasionally catch up to warm fronts. When the cold front catches up, it forms an occlusion, where the cold front will "lift" the warm front up and over the cold air. Making the weather ahead of the occluded front feet like warm front weather - slightly warmer temperatures with rain shower. Behind the occluded front it feels more like cold front weather - cooler temperatures with rain showers and snow showers possible if the temperatures are cold enough.

This area of low pressure will push back towards the eastern side of the state, bringing clouds and slight chance of drizzle into our forecast tonight and into tomorrow morning, mainly to the east of I-29 and to the south of I-90. Again, just a slight chance of a sprinkle - not going to tip the buckets.

~KDLT Meteorologist Jesse Ritka

Tuesday, November 17, 2009

Listen to the Leonid Meteor Shower!

If you watched KDLT news tonight, I totally talked way to much about the meteor shower and I plugged the blog. Well if you are here to see, or hear rather, a live audio feed of a leonid meteor crashing into earths atmosphere then you just have to do a little scrolling because Jesse Ritka has it in here post which is the one right below this one.

If you want to know more of how all of this works then click HERE!

And if you want to listen again to the meteor that you heard during the 10pm newscast then click HERE!

~KDLT Meteorologist Cody Matz

Leonids Peak TONIGHT!

Can you tell I'm excited??? I love meteor showers - I remember when I was in middle and high school, I used to stay up with my girlfriends during sleepovers just to watch the meteor showers. Call us nerds, my "nerd-dom" started early, but we thought it was one of the coolest things to check out. I grew up in rural Minnesota, so we were far enough from the city lights, so viewing these meteor showers was just amazing. We'd lay out the blankets, bring the snacks and pop out and lay with our heads in a circle in our sleeping bags to chat and watch the show. All of the showers we stayed up to watch weren't as brilliant as this one is supposed to be. Many are saying we could see up to 100 meteors per hour, though other astronomical forecasters are saying we'll only see 30-40 per hour, still a huge amount! If you know anyone over in Asia - that's where viewing will be the best - over 200 meteors per hour! So where does this meteor shower come from? As the Earth is turning and in it's orbit around the sun, we're passing through an area of debris from the Comet Tempel-Tuttle right now.

And did you know you can actually HEAR meteors??? SpaceWeather.com has set you up to actually LISTEN to meteors! It's called Meteor Radar: "The Leonid meteor shower is underway. You can listen to the shower even if you can't see it because of clouds or daylight. The Air Force Space Surveillance Radar is scanning the skies above Texas, and when a Leonid passes over the facility--ping!--there is an echo. Tune into Spaceweather Radio for a live audio feed."

Pretty neat stuff I think, hopefully you can catch it tonight - 1am is when things will really pick up, but bundle up - another chilly night tonight.

~KDLT Meteorologist Jesse Ritka

Monday, November 16, 2009

Grass is still Green?

Despite the fact that the nights have been chilly lately, its been a very warm November so far. You can tell that it has been an extremely warm last couple of weeks because there are still scattered and even numerous areas where plants as well as the grass is still green. There are many plants and grasses that are very strong and can handle quite a bit of cold weather. Case and point, we have had a dozen or so hard freezes and things are still green. Well this is because the ground is not yet frozen. Many of the plants that are still green don't go into a hibernation stage until their roots are cold enough to freeze and the ground just isn't that cold yet. Take a look at today's soil temperatures.
Soil Temperatures at 2" deep:
Soil Temperatures at 4" deep:Now keep in mind that this time of the year, the lower you go in the soil (to a certain point), the warmer it will get. Often times in the middle of January when air temperatures at the surface are 10 or 20 degrees below zero, you can dig 4 or 5 feet into the ground and the soil will be close to 50 degrees.

~KDLT Meteorologist Cody Matz

Southern Low - Rain and Snow

While many of us will see mostly sunny skies today, it's a majorly different story down to our south. Snow showers in Nebraska and Kansas with rain showers in Missouri and Iowa. This will bring some clouds to the SE tip of SD and into Nebraska, Iowa and Minnesota today and tomorrow.

The models are somewhat split in what's going to happen with this area of low pressure responsible for all the wicked weather down there. Taking everything into account, I think this area of low pressure will move somewhat like this: If you follow the arrows, the progression of this system is slow, but I do think that by Wednesday that low pressure will be affecting our forecast. I don't think that it will bring us the same troubles it is to Nebraska and Kansas however. By the time it reaches us, we'll see just a few light rain showers in SE SD and NE and IA. Nothing that will fill up the rain buckets, but something to keep on the radar. (No pun intended there)
Enjoy the mild, dry weather in the meantime,
~KDLT Meteorologist Jesse Ritka