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 ...

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 ...

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 ...

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 ...

Assessing the Risk of Invasive Species Using Community Science Data part of Project EDDIE:Teaching Materials:Modules
This module introduces students who are already familiar with GIS to doing comparative analyses with large-scale community science (often called citizen science) data sets. Students will explore how we can use ...

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 ...

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. ...

Nutrient Monitoring in the Chesapeake Bay part of Project EDDIE:Teaching Materials:Modules
The Chesapeake Bay waters receive input from rivers and streams from areas of Washington D.C, Maryland, Delaware, Virginia, West Virginia, and some parts of New York and Pennsylvania. Historically, humongous ...

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.

Botany Field Observations part of E-STEM:Field Course:ESTEM-PD Activities
Plants form the link between the abiotic features of landscape (rock, soils, water, etc.) and the biotic world. California has a very rich and complex flora, making species identification sometimes very difficult. ...

Organismal Form and Function Lab part of CUREnet:CURE Collection
Invertebrates use movement of their bodies and structures in diverse ways to interact with their environment. This includes general locomotion (e.g., walking, jumping, flying) to specific forms of locomotion (e.g., gliding on water), using limbs to acquire food (e.g., raptorial forelegs in the praying mantis) and using structures to communicate (e.g., cricket calls). These movements have been the focus of bioinspiration studies to understand how these small organisms, with compact nervous systems, are able to achieve their movements. Given the diversity of invertebrates and the lack of information on the variation in their movements, the goals of this course are to understand the variation in invertebrate movement and explore the factors that may affect that variation. In this course, students have the opportunity to develop and test their own research hypotheses associated with variation in the movement of invertebrates. Using high-speed cameras, students are instructed on filming techniques to quantify animal movement, the use of the R programming language to obtain basic kinematics of movement and analyze their data, and the process of science from hypothesis formation to presentation of results. Research questions change each iteration based upon the hypotheses students develop, but the same instructional material and skillsets (e.g., quantifying animal movement) are consistently used. Results from each student group are presented during a departmental wide poster symposium and can be written up for publication, where applicable.

Modeling Rare Plant Distributions Using ArcGIS part of Teach the Earth:Teaching Activities
In this activity, students work with rare plant occurrence data from the Nature Reserve of Orange County, California to create species distribution maps in ArcGIS. Students are given shapefiles of species ...

Module 5 Human Dimensions in the Poles part of Oceans in the News:Oceans in the News – Polar Ocean Science, Data, and the Media
This unit covers the concept of bioaccumulation of contaminants in a food web, all the way up to humans. Students learn about what constitutes a contaminant, how contaminants can accumulate in an organism and move ...

Module 4 Polar Ecosystems part of Oceans in the News:Oceans in the News – Polar Ocean Science, Data, and the Media
This module follows logically from the previous and gives a biological context to sea ice. Students will review knowledge about seasonal trends in sea ice and learn how this impacts organisms that live in polar ...

Soil Respiration Module part of Project EDDIE:Teaching Materials:Modules
Soils hold more carbon (C) than any other component of the terrestrial biosphere! In this module, students will explore high-frequency, sensor-based datasets documenting climate variables and the emissions of C (as ...

Plankton Lab part of Teach the Earth:Teaching Activities
Plankton Lab online (developed for remote learning during COVID-19 pandemic); students will explore plankton samples from three different locations in San Francisco Bay, identify organisms, and characterize the ...

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 ...

Isolation and characterization of antibiotic-producing soil bacteria part of CUREnet:Institutes:NC Central University:Examples
One of the biggest threat in hospitals is the rising cases of people who harbor antibiotic-resistant bacterial strains. Therefore, it is critical to find and characterize novel antibiotics to combat the resistant strains. Most of the antibiotics used in healthcare settings come from anti-biotic producing bacteria and fungi found in the soil. The goal of this CURE will be to isolate antibiotic-producing bacteria and fungi from the soil in the local area, and to determine the chemistry of the antibiotics. An extension of the project will be to determine how the presence of antibiotic-producing microbes affect other organisms resident in the soil, as it is unclear as to why microbes use energy to produce antibiotic factors.

The Great Clade Race - Zombie Island Edition part of Teach the Earth:Teaching Activities
This activity is a modification of the "Great Clade Race" (Goldsmith, 2003). This activity is great for helping students understand cladograms/phylogenies, but the original reinforces some problematic ...

Biomes, Vegetation Structure, and Canopy Height part of Project EDDIE:Teaching Materials:Modules
Students will develop a concept of vegetation structure and biomes through an exploration of field site data from the National Ecological Observatory Network (NEON) project. Students will compare characteristics of major groups of plants with respect to heat and drought tolerance, develop hypotheses for how canopy height may vary by several abiotic factors, and evaluate their hypotheses using graphed data, trendlines and r-squared values.