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, ...

Virtual Geologic Mapping Exercise at Lough Fee part of Cutting Edge:Enhance Your Teaching:Teaching with Online Field Experiences:Activities
The Virtual Geologic Mapping Exercise is designed to simulate an introductory field mapping exercise. Students load a KML file in Google Earth that includes real outcrop data in the form of dots and orientation ...

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 ...

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 ...

An Arabidopsis Mutant Screen CURE for a Cell and Molecular Biology Laboratory Course part of CUREnet:CURE Collection
This CURE is designed from a crucial component of a chloroplast lipid signaling research project and has been implemented for a cell and molecular biology laboratory course at Michigan State University. The research laboratory generated an engineered plant line producing a lipid-derived plant hormone and mutagenized this line. The research question is "what transporters or receptors are involved in the hormone signaling transduction or perception processes?". Students form research hypotheses based on the research model, design experiments, perform experiments, collect and analyze data, make scientific arguments, and share their findings with the learning community. Specifically, the students culture the mutagenized plant population and select the desired mutant phenotypes, followed by genotyping the mutants and characterizing the mutants by basic biochemical approaches. Mathematics is also integrated into the course design. As the students studied the relevant genetic, molecular and biochemical concepts during this CURE, they use the core idea of information flow and data they generate in the lab to make claims about their mutant plants and support these claims with evidence and reasoning.

Making Sense of Gait Ground Reaction Force Data part of Teaching Computation with MATLAB:Past Workshops:MATLAB Workshop October 2021:Activities
Students analyze a data set containing ground reaction forces from a human walking on an instrumented treadmill.

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.

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 ...

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.

Water Quality Module part of Project EDDIE:Teaching Materials:Modules
Water quality is a critical concept for undergraduate students studying Earth Sciences, Biology, and Environmental Sciences. Many of these students will be asked to assess the impacts of a proposed anthropogenic ...

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 ...

Solving the 1D Schrodinger Equation part of Teaching Computation with MATLAB:Past Workshops:MATLAB Workshop 2020:Activities
In this activity, students will explore 1-dimensional solutions to the time-independent Schrodinger equation. Students will utilize a provided MATLAB live script to determine exact energy values for two different ...

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 ...

OGGM-Edu Glaciology Lab 1: What Makes a Glacier? part of Teach the Earth:Teaching Activities
This is a three-part class or lab activity that challenges students to define what a glacier is, how it differs from other parts of the cryosphere (such as sea ice), and what kinds of glaciers there are in the ...

Unit 4: The Magic of Geophysical Inversion part of Evaluating the Health of an Urban Wetland Using Electrical Resistivity
This unit introduces the student to the concept of geophysical inversion, which is the process of estimating the geophysical properties of the subsurface from the geophysical observations. The basic mechanics of ...

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 ...

Quaternary mapping in Bells Canyon as an introduction to ArcGIS Pro part of Cutting Edge:Enhance Your Teaching:Teaching with Online Field Experiences:Activities
This lab is intended to take a GIS novice and introduce them to mapping in ArcGIS Pro by producing a Quaternary map of Bells Canyon in Utah. It can be used as a first GIS exercise to introduce select skills to the ...