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 ...

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, ...

Frequency of Large Earthquakes part of EarthScope ANGLE:Educational Materials:Activities
Using the IRIS Earthquake Browser tool, students gather data to support a claim about how many large (Mw 8+) earthquakes will happen globally each year. This activity provides scaffolded experience downloading data and manipulating data within a spreadsheet.

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 ...

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 ...

Understanding Doppler radar radial velocity fields part of Pedagogy in Action:Library:Spatial Reasoning with GeoClick Questions:Examples
This activity is designed to help students learn how to interpret Doppler radial velocity radar images with meteorological applications, as well as giving students a chance to practice their spatial skills.

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 ...

Igneous Rocks Inquiry Lab (In Person) part of Guided Inquiry Introductory Geology Labs:Activities
Average inquiry level: Guided inquiry This is an in-person inquiry lab for igneous rocks, but it could be converted to an online lab through use of igneous rock photos available online (see links provided in the ...

Unit 1: Exploring Harrier Meadow, an Urban Wetland System part of Evaluating the Health of an Urban Wetland Using Electrical Resistivity
Students will conduct a virtual exploration of Harrier Meadow, a salt marsh in the New Jersey Meadowlands. They will identify its vulnerability to pollution, its tidal connection to the Hackensack Estuary and the ...

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.

Using Carbon Isotopes in Astrobiology: Origin of Life and beyond part of Teach the Earth:Teaching Activities
Carbon isotopes are used in many different ways by scientists to reconstruct Earth's past. For example, we can use carbon isotopes to determine when life first evolved on Earth, and to learn more about what ...

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 ...

Exploring California's Plate Motion and Deformation with GPS | Lessons on Plate Tectonics part of Geodesy:Activities
Students analyze data to study the motion of the Pacific and North American tectonic plates. From GPS data, students detect relative motion between the plates in the San Andreas fault zone--with and without earthquakes. To get to that discovery, they use physical models to understand the architecture of GPS, from satellites to sensitive stations on the ground. They learn to interpret time series data collected by stations (in the spreading regime of Iceland), to cast data as horizontal north-south and east-west vectors, and to add those vectors head-to-tail.Students then apply their skills and understanding to data in the context of the strike-slip fault zone of a transform plate boundary. They interpret time series plots from an earthquake in Parkfield, CA to calculate the resulting slip on the fault and (optionally) the earthquake's magnitude.

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 ...

Using Ecological Forecasts to Guide Decision Making part of Project EDDIE:Teaching Materials:Modules
Because of increased variability in populations, communities, and ecosystems due to land use and climate change, there is a pressing need to know the future state of ecological systems across space and time. ...

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 ...

Lake Mixing Module part of Project EDDIE:Teaching Materials:Modules
Stratified lakes exhibit vertical gradients in organisms, nutrients, and oxygen, which have important implications for ecosystem structure and functioning. Mixing disrupts these gradients by redistributing these ...

Wakemup Pluton part of GET Spatial Learning:Teaching Activities
Students work through a set of questions about a geologic map of an igneous intrusion and surrounding rock units. These questions focus students' attention on the topography, geomorphology, lithology, and ...

Paleoclimate and Ocean Biogeochemistry part of Project EDDIE:Teaching Materials:Modules
This module guides students through an examination of how surface ocean productivity relates to global climate on glacial-interglacial timescales and how the availability of ocean nutrients can be correlated with ...