NASA
Data Literacy Cube: Global Atmospheric Temperature Anomaly Data
Evaluate global temperature anomalies using real-world data from NASA! Climatologists analyze a data set using a literacy cube and differentiated question sheets. Team members evaluate global temperature anomaly data with basic...
Polar Trec
How Much Data is Enough?
The next time you read a magazine or watch the news, make note of how many graphs you see because they are everywhere! Here, scholars collect, enter, and graph data using computers. The graphs are then analyzed to aid in discussion of...
Illustrative Mathematics
Weather Graph Data
Teaching young mathematicians about collecting and analyzing data allows for a variety of fun and engaging activities. Here, children observe the weather every day for a month, recording their observations in the form of a bar graph....
National Wildlife Federation
The Tide is High, but I’m Holding On… Using ICESat Data to Investigate Sea Level Rise
Based on the rate of melting observed from 2003-2007 in Greenland, it would take less than 10 minutes to fill the Dallas Cowboys' Stadium. The 17th lesson in a series of 21 has scholars use the ICESat data to understand the ice mass...
Howard Hughes Medical Institute
Gorongosa: Scientific Inquiry and Data Analysis
How does the scientific process begin? Introduce ecology scholars to scientific inquiry through an insightful, data-driven lesson. Partners examine data from an ongoing research study to determine the questions it answers. The resource...
National Wildlife Federation
Get Your Techno On
Desert regions are hotter for multiple reasons; the lack of vegetation causes the sun's heat to go straight into the surface and the lack of moisture means none of the heat is being transferred into evaporation. This concept, and other...
Howard Hughes Medical Institute
Evolution in Action: Data Analysis
An environmental factor, such as a drought, sometimes speeds up the rate of natural selection. Scholars analyze data on the beaks of birds around the time of the drought. They compare those that survived to those that perished and find...
NOAA
Ground-truthing Satellite Imagery with Drifting Buoy Data
Ground-truthing ... is it even a word? The last installment of a five-part series analyzes how scientists collect sea surface temperature data. Scholars use government websites to compare temperature data collected directly from buoys...
Chicago Botanic Garden
Plant Phenology Data Analysis
Scientists monitor seasonal changes in plants to better understand their responses to climate change, in turn allowing them to make predictions regarding the future. The last activity in the series of six has scholars analyze BudBurst...
Howard Hughes Medical Institute
Lesson 8: WildCam Gorongosa Data Analysis
How do scientists analyze data to get a specific answer to a question? The final chapter in an eight-part series of activities centered around Gorongosa National Park encourages scholars to dig deeper into the scientific process. After...
Curated OER
Deep Convective Clouds
Students observe clouds. In this deep convective clouds lesson, students analyze cloud data recorded over one month and draw conclusions based on results. Students predict "Thunderstorm Season" and prepare to defend their decision...
Curated OER
Air Quality
Students observe air quality and monoxide data. In this air quality lesson plan, students draw conclusions and manipulate data from a one year period on changes in air quality.
Teach Engineering
Understanding the Air through Data Analysis
Is there a correlation or causation relationship between air pollutants? Groups develop a hypothesis about the daily variation of air pollutants, specifically ozone and CO2. Using Excel to analyze the data, the groups evaluate their...
Chicago Botanic Garden
Historical Climate Cycles
What better way to make predictions about future weather and climate patterns than with actual climate data from the past? Young climatologists analyze data from 400,000 to 10,000 years ago to determine if climate has changed over...
Curated OER
Planet Data
Sixth graders use various resources to locate information for a database (name of planets, diameter of planets, etc.). They enter the data onto a prepared data grid. Use of Access to sort data is accented within this lesson. Students...
National Wildlife Federation
Stifling, Oppressive, Sweltering, Oh My!
Looking for a hot date? Pick any day in August, statistically the hottest month in the United States. The 15th lesson plan in the series of 21 instructs pupils to investigate the August 2007 heat wave through NASA data, daily temperature...
Curated OER
What Can Data Tell Us?
Students analyze data they have collected themselves and by their classmates. In groups, they create data distributions to identify the highest, lowest and middle values. As a class, they discuss the concept of sample size and how it can...
Curated OER
Forest Fires
Students play the role of a Ranger with the Department of Forestry. In this forest fires lesson, students examine data on biomes and images to determine high risk areas for forest fires to develop.
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 plan in a series of 21 covers the average precipitation trends for two different climates within...
Curated OER
States Of Matter
Delv into the states of Matter. Students engage in the scientific inquiry process to uncover the exciting world of Matter. They watch a series of videos, and conduct experiments in order to collect and analyze data on the various state...
Curated OER
The Southeast Anatolia Project
This resource is amazing. It is a full project including teacher notes, handouts, procedure, and worksheets. It introduces learners to the GAP project, a social environmental group working to bring irrigation, assistance, and increased...
Beyond Benign
Municipal Waste Generation
Statistically, waste may become a problem in the future if people do not take action. Using their knowledge of statistics and data representation, pupils take a look at the idea of waste generation. The four-part unit has class members...
Curated OER
Are We Couch Potatoes or Busy Bees? Data Analysis of Physical Activity in School
Students study practical data analysis within the constraints of the scientific method. In this data lesson students collect and enter data into a computer spreadsheet then create graphs.
National Wildlife Federation
Wherefore Art Thou, Albedo?
In the sixth instructional activity in a series of 21, scholars use NASA data to graph and interpret albedo seasonally and over the course of multiple years. This allows learners to compare albedo trends to changes in sea ice with...
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