Time Series Teacher Resources
Find Time Series lesson plans and worksheets
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Curated OER
Cold, Clouds, and Snowflakes
Students explore satellite data and graphing. In this weather data analysis math and science lesson, students analyze NASA satellite data to draw conclusions about geographical areas where precipitation might have happened. Students...
Curated OER
Is the Hudson River Too Salty to Drink?
Students explore reasons for varied salinity in bodies of water. In this geographical inquiry lesson, students use a variety of visual and written information including maps, data tables, and graphs, to form a hypothesis as to why the...
Curated OER
Activity 4: Alvin Dive, A Mysterious Encounter and Change Over Time
Students receive copies of the Time Series Observations to use for note-taking. They work in small groups to discuss what they see when the outside lights of Alvin are turned on, and off, where the bacteria may have come from. They view...
Curated OER
How Warm is the Water?
High schoolers research how surface sea temperature changes throughout the year. They draw a time series of sea surface temperatures for each month of the year and a depth profile for a summer and winter month using an OceanExplorer...
National Wildlife Federation
When It Rains It Pours More Drought and More Heavy Rainfall
Which is worse — drought or flooding? Neither is helpful to the environment, and both are increasing due to climate change. The 16th lesson in a series of 21 covers the average precipitation trends for two different climates within the...
National Wildlife Federation
Ghost Town
Around 93 percent of the reefs on Australia's Great Barrier Reef have been bleached, and almost one quarter of them are now dead. Scholars research the sea temperatures, especially around the areas with coral reefs, to make connections...
National Wildlife Federation
I Speak for the Polar Bears!
Climate change and weather extremes impact every species, but this lesson focuses on how these changes effect polar bears. After learning about the animal, scholars create maps of snow-ice coverage and examine the yearly variability and...
Curated OER
Data Squares
Middle and high schoolers examine how data squares organize and sort information and data sets. They discuss examples of data squares, complete a data square about themselves, organize the data squares for the class together, and compile...
Federal Reserve Bank
FRED in the Classroom: Debt and Deficit
Here is a hands-on activity where your class members will discover different ways to measure the government's financial situation and work to add data and redraw graphs in order to calculate the ratio of gross federal debt held by the...
Federal Reserve Bank
FRED in the Classroom: Measures of Inflation
Don't just tell class members about how to measure inflation, have them experience it firsthand by asking them to work with real data and construct graphs!
Crabtree Publishing
Why Does Media Literacy Matter?
Criticism of news and entertainment journalism is at an all-time high. Help 21st-century learners develop the media literacy skills they need to become critical consumers with a three-lesson guide the looks at persuasive techniques used...
Federal Reserve Bank
FRED in the Classroom: Employment and the Labor Force
Acquaint your class members with data sources for employment in the United States and help them gain a better understanding of a vital measure of our economy's health.
PBL Pathways
Students and Teachers
Predict the future of education through a mathematical analysis. Using a project-based learning strategy, classes examine the pattern of student-to-teacher ratios over a period of years. Provided with the relevant data, learners create a...
Curated OER
Is Grandpa Right, Were Winters Colder When He Was a Boy?
Middle schoolers compare current weather data to historic data to see if there is a temperature change. In this weather lesson students complete a lab activity and determine average changes in temperature, precipitation and cloud cover.
Curated OER
Solar Cell Energy Availability From Around the Country
Students determine areas that are the most likely to produce solar energy by using NASA data. In this solar energy lesson students analyze plots and determine solar panel use.
Curated OER
Trends of Snow Cover and Temperature in Alaska
Students gather historical snow cover and temperature data from the MY NASA DATA Web site. They compare this data to data gathered using ground measurements from the ALISON Web site for Shageluk Lake. They graph both sets of data and...
Curated OER
Hurricanes As Heat Engines
Young scholars examine sea surface temperatures to see how hurricanes get heat from the oceans surface. In this hurricanes lesson students use the Internet to find data and make line plots.
Teach Engineering
Combustion and Air Quality: Emissions Monitoring
Help your class determine the types of pollutants coming from vehicle exhaust. Groups use an air quality monitor to determine the emissions from different vehicles, to gain knowledge about combustion energy, and to predict how the...
Curated OER
Human Effect
Young scholars investigate changes in air quality. In this science lesson, students compare data to determine the air quality. Young scholars explore how humans affect the air quality.
Curated OER
Graphing Iron Data
Learners apply a data set to create a graph show how iron ore impacts an ecosystem. They explain how the iron effects the distribution and abundance of phytoplankton in coastal ecosystems using spreadsheet software.
Curated OER
March of the Polar Bears: Global Change, Sea Ice, and Wildlife Migration
Students study global change and how these changes impact wildlife. In this polar bears lesson students analyze maps and data to understand climate change.
Curated OER
Annotating Change in Satellite Images
Students construct a movie using Landsat images to observe changes over time on Earth. In this satellite images instructional activity, students observe changes in land use over time and document one type of change they observe. They...
Curated OER
Giant Mystery
Third graders determine the relationship between hand size and body size using centimeters as the unit of measure, They use the relationship to find the size of a hypothetical giant. They graph the measurements using a spreadsheet program.
Curated OER
Paper Planes
In this unit, 3rd graders investigate one variable to see if they can make a paper plane fly farther. They use scatter plots to establish a possible relationship between variables then use what they have found to make a paper plane to...