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Weather & Climate Data: analysis

Step 5 of 7 in Science Center

Next in your path: 15.2.2 Observing Astronomy: telescopes and logs

What you'll be able to do
  • Find official weather and climate data and read a daily weather table, with its units and special values.
  • Calculate and explain a mean, median, range and spread, and see how one odd day changes them.
  • Explain a climate normal and a temperature anomaly, and why different baselines are used.
  • Draw a line graph, find a trend with a line of best fit, and spot misleading graphs and short-window traps.
  • Explain why raw weather records need quality checks and adjustments.
  • Calculate wind chill and heating degree-days and check your answers against official risk levels.

Safety note: a weather station is a thermometer and a rain gauge. Outside work needs an adult for young learners. Never go out during thunder; use the rule from course 15.6: "When thunder roars, go indoors" and wait 30 minutes after the last thunder (Environment and Climate Change Canada, as an example; follow your own country's weather safety advice). Practice numbers in this course are labelled "practice data". They were made up for teaching and are not real measurements; real numbers always come with a source.

Words in this course 45Open the Vocabulary Hall
01

Where weather and climate data come from

In simple words

Every day, thousands of thermometers, rain buckets and satellites around the world write down numbers. If you stack up all the numbers and look at them carefully, you can see patterns that you cannot see on one day. A data scientist is a detective who reads those stacks of numbers.

Before this course: Earth, Weather & Climate Science (course 15.6). You should know weather vs climate, the water cycle, the weather tools (thermometer, rain gauge, barometer), the 7-day journal, and that climate is a long-term average, usually over at least 30 years. Now we learn to work with the numbers.

Key facts
  • Worked example: Canada. Most countries have a national weather and climate service that publishes similar free data. This course uses Canada's service as the worked example; look for your own country's official service and follow the same steps.
  • In Canada, Environment and Climate Change Canada (ECCC) provides a public Historical Climate Data website at climate.weather.gc.ca, where you search by station and date, and a separate page for Canadian Climate Normals.
  • In Canada, ECCC's current normals cover 1991 to 2020. They are updated at the end of each decade and are based on "Canadian climate composite stations with at least 15 years of data between 1991 to 2020" (ECCC).
  • ECCC also publishes the Adjusted and Homogenized Canadian Climate Data (AHCCD), corrected records for climate research on surface air temperature, precipitation, surface pressure and surface wind speed (ECCC).
  • NASA's GISTEMP gives estimates of global surface temperature change, shared as plain-text tables and gridded files (NASA GISS).
  • The World Meteorological Organization (WMO) combined six international datasets in its 2024 analysis (ECMWF, the Japan Meteorological Agency, NASA, NOAA, the UK Met Office with the University of East Anglia, and Berkeley Earth).
  • Different datasets use different methods but tell the same big story; that is why scientists compare several.
SourceGood forLevel
ECCC Historical Climate Dataone station, daily and monthly numberslocal
ECCC Climate Normalswhat is "normal" for a place, 1991-2020local
AHCCDlong, corrected records for researchnational
NASA GISTEMP, WMOglobal temperature changeworld
Step by step
  1. With an adult, open your browser and search "ECCC historical climate data" (or your own country's national weather service) and open the official data page (climate.weather.gc.ca in Canada).
  2. Choose a station near your home (names of the search boxes can change over time).
  3. Pick one recent month and open the daily table.
  4. Write the station name, the province or region and the month at the top of a notebook page.
  5. Open the climate normals page (in Canada, the Canadian Climate Normals page) and look for the same station. Note the period (1991-2020 in Canada).
  6. Write one sentence: "My town's data comes from ___ station, and normals cover ___."
  7. Check: you can name your data source and the normals period.
Watch on YouTube
NASA Climate SpiralNASA Scientific Visualization Studio · YouTube · youtube.com

Videos by other creators on YouTube, for reference. They are not made by or affiliated with The Future Market.

LESSON 01Where weather and climate data come from
LESSON 01 / ANIMATED LESSON / AI VOICE00:00 / 01:00
Read the video script
[Host, holding a thermometer] "One thermometer tells you today. Thousands tell you the planet."
[Screen: map with station dots] "Weather stations, ships, balloons and satellites collect data every day."
[Text on screen: ECCC: 1991 to 2020 normals] "In Canada, ECCC shares station data and 1991 to 2020 climate normals for free."
[Text on screen: six datasets in the WMO 2024 analysis] "Worldwide, the WMO combined six datasets in its 2024 analysis."
[Host] "Your task: find your nearest station."
Try it now

Find your nearest ECCC station. In a notebook, record: station name, the month you picked, the highest and lowest temperature that month and the total precipitation. Compare it with your own thermometer or rain gauge readings if you have any.

ClaudeStuck? Copy a ready-made prompt for Claude

Copy this, open Claude, paste it, and Claude will walk you through the lesson step by step.

For a grown-up: Claude is for adults (18+). Copy this, paste it into Claude, and use the answer to explain the lesson to your child.

I'm learning "Weather & Climate Data: analysis" on The Future Market. Lesson 1: "Where weather and climate data come from".

What the lesson teaches:
- Worked example: Canada. Most countries have a national weather and climate service that publishes similar free data. This course uses Canada's service as the worked example; look for your own country's official service and follow the same steps.
- In Canada, Environment and Climate Change Canada (ECCC) provides a public Historical Climate Data website at climate.weather.gc.ca, where you search by station and date, and a separate page for Canadian Climate Normals.
- In Canada, ECCC's current normals cover 1991 to 2020. They are updated at the end of each decade and are based on "Canadian climate composite stations with at least 15 years of data between 1991 to 2020" (ECCC).
- ECCC also publishes the Adjusted and Homogenized Canadian Climate Data (AHCCD), corrected records for climate research on surface air temperature, precipitation, surface pressure and surface wind speed (ECCC).
- NASA's GISTEMP gives estimates of global surface temperature change, shared as plain-text tables and gridded files (NASA GISS).
- The World Meteorological Organization (WMO) combined six international datasets in its 2024 analysis (ECMWF, the Japan Meteorological Agency, NASA, NOAA, the UK Met Office with the University of East Anglia, and Berkeley Earth).
- Different datasets use different methods but tell the same big story; that is why scientists compare several.

The exercise I'm working on:
Find your nearest ECCC station. In a notebook, record: station name, the month you picked, the highest and lowest temperature that month and the total precipitation. Compare it with your own thermometer or rain gauge readings if you have any.

I'm stuck. Please:
1. Explain the main idea in plain, simple words with one everyday example.
2. Walk me through the exercise one small step at a time. Ask me what I've done so far before giving the next step.
3. Don't just give me the final answer. Help me do it myself, and check my work when I share it.
I'm a parent helping my child (about 8 years old) with a lesson called "Where weather and climate data come from" from the course "Weather & Climate Data: analysis".

Here's what the lesson says:
Every day, thousands of thermometers, rain buckets and satellites around the world write down numbers. If you stack up all the numbers and look at them carefully, you can see patterns that you cannot see on one day. A data scientist is a detective who reads those stacks of numbers.

The activity:
Find your nearest ECCC station. In a notebook, record: station name, the month you picked, the highest and lowest temperature that month and the total precipitation. Compare it with your own thermometer or rain gauge readings if you have any.

Please explain this so an 8-year-old understands: short sentences, a fun everyday example, and no hard words.
Then give me 3 simple questions I can ask my child to check they understood, and a way to do the activity together, one tiny step at a time.
Open Claude
Sources
My notes
02

Reading a weather table

This lesson is part of full access: every course and every level for one payment.

03

Averages and spread, and what one odd day does

This lesson is part of full access: every course and every level for one payment.

04

Climate normals and anomalies

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05

Trends, graphs and honest conclusions

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06

Data quality, adjustments and the urban heat island

This lesson is part of full access: every course and every level for one payment.

07

Wind chill and degree-days, turning data into useful numbers

This lesson is part of full access: every course and every level for one payment.

++

Final project

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??

Quiz

  1. What period do the current standard climate normals cover?

  2. How is the daily mean temperature usually calculated in station data?

  3. About how much water is in 10 cm of new snow at an ordinary station?

  4. What does a "trace" of precipitation mean?

  5. Why is the median useful with an outlier?

  6. What is an anomaly?

  7. Why must you name the baseline?

  8. By how much was 2024 above the 1850-1900 average, according to the WMO?

  9. Why can a 4-year slope be misleading?

  10. Why do scientists adjust station records?

  11. What does the urban heat island mean?

  12. What does a lower, more negative wind chill mean?

EX

Final exam

This lesson is part of full access: every course and every level for one payment.

CE

Certificate

This lesson is part of full access: every course and every level for one payment.