Search for activities appropriate for AP/IB/Honors level education here. Activities in this browse have been selected because they are appropriate for introductory level college courses, content similar to that of AP/IB/Honors courses. Activities include a description, background information, and necessary student documents.


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Grade Level: College Lower (13-14)

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Data Representation in MATLAB: From Raw Data to Insight part of Teaching Computation with MATLAB:Past Workshops:MATLAB Workshop 2025:Activities
This activity is a hands-on computational lab where students import, validate, inspect, and visualize three heterogeneous data types (spreadsheets, audio, images) to discover MATLAB's unified array-based data ...

ERP Peak Detective: Introduction to Event-Related Potential Analysis with MATLAB part of Teaching Computation with MATLAB:Past Workshops:MATLAB Workshop 2025:Activities
This scaffolded laboratory activity introduces students with minimal programming experience to Event-Related Potential (ERP) analysis using MATLAB. Students progress from interactive visual exploration of neural ...

Discover Plate Tectonics part of Guided Inquiry Introductory Geology Labs:Activities
This is a student-centered activity for a synchronous online course where students access google slides to complete during a video conferencing session (eg. Zoom) in break out rooms. Students will be introduced to ...

Measuring voting districts and distributions part of Teaching Computation with MATLAB:Past Workshops:MATLAB Workshop 2024:Activities
This project-based activity allows students to use MATLAB to analyze voting district boundaries and their relationship to social and environmental justice. Students recreate geographic borders, calculate centroids, ...

Measuring Plate Motion with GPS: Iceland | Lessons on Plate Tectonics part of Geodesy:Activities
This lesson teaches middle and high school students to understand the architecture of GPS—from satellites to research quality stations on the ground. This is done with physical models and a presentation. Then students learn to interpret data for the station's position through time ("time series plots"). Students represent time series data as velocity vectors and add the vectors to create a total horizontal velocity vector. They apply their skills to discover that the Mid-Atlantic Ridge is rifting Iceland. They cement and expand their understanding of GPS data with an abstraction using cars and maps. Finally, they explore GPS vectors in the context of global plate tectonics.

What's in the Water? Lesson 4: Drinking Water & Environmental Justice part of Teach the Earth:Teaching Activities
In this lesson from the "What's in the Water?" PFAS Contamination Unit", students explore equity in drinking water across the U.S. For homework, students read segments of two recent reports ...

Economics: Sea level rise part of PENGUIN:PENGUIN Modules
This module is framed from the perspective of a city planner trying to determine how much to spend on a local seawall given different scenarios of sea level rise and the associated storm surge and higher flood ...

Example Bisection Method Problem in MATLAB Grader part of Teaching Computation with MATLAB:Past Workshops:MATLAB Workshop October 2021:Activities
Here's an example of a text book problem in Numerical Methods that was converted to a MATLAB Grader assignment to assess students in a more automated and interactive way. Other problems can be modeled and ...

Indiana River Meanders Mapping Exercise part of Teach the Earth:Teaching Activities
In Indiana, major rivers and their tributaries cross much of the state. These rivers can produce significant hazards related to flooding and erosion, which threaten nearby residents and infrastructure. Rivers are ...

Are we in a modern mass extinction? part of Teach the Earth:Teaching Activities
A lab activity evaluating the hypothesis that Earth's biosphere is currently undergoing a mass extinction, the so-called "sixth extinction." Students practice quantitative skills by calculating ...

Procrustes Skull Analysis part of Teaching Computation with MATLAB:Past Workshops:MATLAB Workshop October 2022:Activities
Procrustes analysis is a form of statistical shape analysis used to analyze the distribution of a set of shapes. The goal of this assignment is to compare different skull types to a reference skull to determine ...

Visualizing Relationships with Data: Exploring plate boundaries with Earthquakes, Volcanoes, and GPS Data in the Western U.S. & Alaska | Lessons on Plate Tectonics part of Geodesy:Activities
Learners use the GPS Velocity Viewer, or the included map packet to visualize relationships between earthquakes, volcanoes, and plate boundaries as a jigsaw activity.

Measuring the Inclination and Declination of the Earth's magnetic field with a smartphone part of Cutting Edge:Enhance Your Teaching:Teaching with Online Field Experiences:Activities
The poles of the Earth's magnetic field are not precisely aligned with the geographic north and south poles and, in fact, vary continuously. This activity introduces to students the Earth's magnetic ...

Spectral Seismology Module part of Project EDDIE:Teaching Materials:Modules
This module that is based on a conceptual presentation of waveforms and filters. "Spectral Seismology" will engage students using seismic and acoustic signals available through Incorporated Research ...

Measuring Ground Motion with GPS: How GPS Works part of Geodesy:Activities
With printouts of typical GPS velocity vectors found near different tectonic boundaries and models of a GPS station, demonstrate how GPS work to measure ground motion.GPS velocity vectors point in the direction that a GPS station moves as the ground it is anchored to moves. The length of a velocity vector corresponds to the rate of motion. GPS velocity vectors thus provide useful information for how Earth's crust deforms in different tectonic settings.

Episodic tremor and slip: The Case of the Mystery Earthquakes | Lessons on Plate Tectonics part of Geodesy:Activities
Earthquakes in western Washington and Oregon are to be expected—the region lies in the Cascadia Subduction Zone. Offshore, the Juan de Fuca tectonic plate subducts under the North American plate, from northern California to British Columbia. The region, however, also experiences exotic seismicity— Episodic Tremor and Slip (ETS).In this lesson, your students study seismic and GPS data from the region to recognize a pattern in which unusual tremors--with no surface earthquakes--coincide with jumps of GPS stations. This is ETS. Students model ductile and brittle behavior of the crust with lasagna noodles to understand how properties of materials depend on physical conditions. Finally, they assemble their knowledge of the data and models into an understanding of ETS in subduction zones and its relevance to the millions of residents in Cascadia.

Wind and Ocean Ecosystems part of Project EDDIE:Teaching Materials:Modules
Wind has a fundamental impact on ocean ecosystems. Wind drives physical processes, including current development and upwelling through Ekman transport. These physical processes, in turn, have cascading impacts on ...

Geology of Yosemite Valley part of Cutting Edge:Enhance Your Teaching:Teaching with Online Field Experiences:Activities
This is a four-part module designed to be flexible in duration and student grade-level. (1) Geology of Yosemite Valley Virtual Field Trip. A 43-stop web-based Google Earth tour with embedded views, hyperlinked ...

Exploring hypothesis-driven research using Arduino boards and Matlab part of Teaching Computation with MATLAB:Past Workshops:MATLAB Workshop October 2021:Activities
In this activity, students explore hypothesis-driven research through the development of an experiment using Arduino Uno style microcontroller boards and Matlab. This project encourages students to develop a ...

A Toast to a Scientist - Celebrating Identity and Accomplishments part of Teach the Earth:Teaching Activities
To bring attention to a more inclusive population of scientists and to help students develop their own science identity, students are assigned to write a speech that could be given as a "toast" at an ...