Explainer: Weather and weather prediction | Science News for Students

Explainer: Weather and weather prediction

It only seems like the weather forecaster on TV is doing a bad job
Oct 19, 2017 — 7:00 am EST
weather report

Weather forecasts are now easily available. Although they have a reputation for not being all that accurate, that actually is not so true.


Weather is one of those things that you don’t really notice until it somehow affects your life directly, usually in a bad way. A thunderstorm rains out the baseball game. A hurricane floods a town. A blizzard closes school. OK, it’s not always bad.

Kevin Petty is a meteorologist and chief scientific officer for Vaisala, in Louisville, Colo. The company provides weather-related observations and software to governments and other groups to help guide their decision-making. He describes weather as the atmospheric conditions that occur in a place over a relatively short period of time. It’s the rain that comes through on a summer day. Or the cold that makes you wear a coat in winter.

But where does weather come from? The sun provides energy that drives the weather. Other features also play a role. These include Earth’s oceans, its land cover, the chemistry of its atmosphere and the planet’s rotation. If any of those were different, we would experience very different weather patterns. And if the planet was just a bare rock orbiting a star, there would be no weather at all.

Not so long ago in human history, weather was just something that happened. People would know generally what to expect from season to season. A region’s climate — the long-term average of weather — didn’t tend to vary much from year to year. People might know to expect snow in winter, for instance, and hot weather in summer. But they wouldn’t know if it would snow on any particular day or whether some July drought would develop, putting fields of wheat at risk.

Today, you need only turn on the TV or pull out your phone to have a prediction for what the upcoming weather will be. “People always say the weather guy is wrong,” notes Petty, “which is not really true.” Some of that is psychological. “We never fault the weather guy when it’s … beautiful outside,” he says. “We only notice when the forecast goes wrong.”

And yes, sometimes the weather forecaster gets it wrong. Scientists have understood the basic physics behind the weather for more than a century. But they required computer models and reliable weather data to turn that knowledge into reliable forecasts. Today, computers take that knowledge of what Earth is like and use it to predict the weather. And that’s one of the reasons why forecasts aren’t always right — there just aren’t enough data for those computer models to work with.

Areas like the United States are generally well-covered with weather stations and with meteorologists who send weather balloons into the atmosphere to collect data. But there are a lot fewer of these over the oceans and in less populated places, such as deserts, as well as poorer countries.

As more reliable data have become available, computing resources have gotten better, computer models have improved and weather predictions have improved. “If you look over the last four to five decades, our ability to forecast the weather has improved dramatically,” Petty says. Three-day forecasts are around 98 percent accurate worldwide. That’s according to a 2016 review in Nature. In 1981, they had been less than 90 percent accurate in the Northern Hemisphere and less than 80 percent accurate in the South. Ten-day forecasts weren’t even introduced until the mid-1990s. They are now around 40 percent accurate.

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forecast skill
Over the last three decades, weather forecasts have been improving in both the Northern Hemisphere (NH) and the Southern Hemisphere (SH).
P. Bauer et al/Nature 2015

Good forecasts have proven even more important in preparing for extreme weather. Meteorologists can now forecast the intensity of a hurricane — and its potential track — days in advance. And people in the path of tornadoes now can get far more warning of potential danger than they did just 20 years ago.

Scientists are working to improve forecasts even more. Because of the complexity of Earth’s system, computer models still can’t simulate everything going on with the planet. And that limits the accuracy of forecasts, Petty notes. There also still is a need for better observations in parts of the world where weather stations are few and far between.

But weather forecasts, imperfect as they sometimes seem, already are a key piece of knowledge in today’s world. They let cities, counties and states plan where and when to position snowplows before a snowstorm. Electric companies know which days their wind farms will produce the most energy. Forecasts help airlines route planes around hurricanes and thunderstorms and decide when their planes will need de-icer applied to their wings. And of course, they let kids plan ahead for snow days!

Power Words

(more about Power Words)

atmosphere     The envelope of gases surrounding Earth or another planet.

climate     The weather conditions that typically exist in one area, in general, or over a long period.

computer model     A program that runs on a computer that creates a model, or simulation, of a real-world feature, phenomenon or event.

drought     An extended period of abnormally low rainfall; a shortage of water resulting from this.

factor     Something that plays a role in a particular condition or event; a contributor.

greenhouse     A light-filled structure, often with windows serving as walls and ceiling materials, in which plants are grown. It provides a controlled environment in which set amounts of water, humidity and nutrients can be applied — and pests can be prevented entry.

hurricane     A tropical cyclone that occurs in the Atlantic Ocean and has winds of 119 kilometers (74 miles) per hour or greater. When such a storm occurs in the Pacific Ocean, people refer to it as a typhoon.

meteorologist     Someone who studies weather and climate events.

physics     The scientific study of the nature and properties of matter and energy. Classical physics is an explanation of the nature and properties of matter and energy that relies on descriptions such as Newton’s laws of motion. 

psychological     Relating to the mind. The term is also used when our perception of a concept does not match with reality.

risk     The chance or mathematical likelihood that some bad thing might happen. For instance, exposure to radiation poses a risk of cancer. Or the hazard — or peril — itself. (For instance: Among cancer risks that the people faced were radiation and drinking water tainted with arsenic.)

simulate     (in computing) To try and imitate the conditions, functions or appearance of something. Computer programs that do this are referred to as simulations.

software    The mathematical instructions that direct a computer’s hardware, including its processor, to perform certain operations.

weather     Conditions in the atmosphere at a localized place and a particular time. It is usually described in terms of particular features, such as air pressure, humidity, moisture, any precipitation (rain, snow or ice), temperature and wind speed. Weather constitutes the actual conditions that occur at any time and place. It’s different from climate, which is a description of the conditions that tend to occur in some general region during a particular month or season.


Journal:​ ​​P. Bauer et al. The quiet revolution of numerical weather prediction. Nature. Vol. 525, September 3, 2015, p. 47-55. doi: 10.1038/nature14956.