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Browse this collection of activities that all incorporate teaching with data. Activities have been submitted via a number of projects.


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Climate Change Module
This module was initially developed by O'Reilly, C.M., D.C. Richardson, and R.D. Gougis. 15 March 2017. Project EDDIE: Climate Change. Project EDDIE Module 8, Version 1.
Scientists agree that the climate is changing and that human activities are a primary cause for this change through increased emissions of CO2 and other greenhouse gases to the atmosphere. There have been times in ...

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Assessing the Risk of Invasive Species Using Community Science Data
Matthew Heard, Belmont University
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 ...

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Paleoclimate and Ocean Biogeochemistry
Allison Jacobel, Middlebury College
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 ...

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Lake Modeling Module
This page was initially developed by Carey, C.C., S. Aditya, K. Subratie, and R. Figueiredo. 1 May 2016. Project EDDIE: Modeling Climate Change Effects on Lakes Using Distributed Computing. Project EDDIE Module 4, Version 1. Module development was supported by NSF DEB 1245707 and ACI 1234983. Note: An updated version of this module is available as part of the Macrosystems EDDIE project. Please visit the Climate Change Effects on Lake Temperatures module to view and download module files. We recommend using the updated Macrosystems EDDIE version of the module, as the Lake Modeling module materials have not been maintained with R code and software updates.
Lakes around the globe are experiencing the effects of climate change. In this module, students will learn how to use a lake model to explore the effects of altered weather on lakes, and then develop their own ...

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Plate Tectonics: GPS Data, Boundary Zones, and Earthquake Hazards
Christopher Berg, Orange Coast College; Beth Pratt-Sitaula, EarthScope Consortium; Julie Elliott, Michigan State University
Students work with high precision GPS data to explore how motion near a plate boundary is distributed over a larger region than the boundary line on the map. This allows them to investigate how earthquake hazard ...

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Teleconnections
Kaitlin Farrell, University of Georgia; Cayelan Carey, Virginia Polytechnic Institute and State Univ
Ecosystems can be influenced by teleconnections, in which meteorological, societal, and/or ecological phenomenon link remote regions via cause and effect relationships. Because it is difficult to predict how ...

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Module 4: Global Records of Climate Change - The Deep Sea and Ice Cores
Russell Graham, Pennsylvania State University-Main Campus
In this module, students explore and analyze records of past climate. In the first part of the module, students are given background information about long-term records of Earth's climate: deep sea sediment cores and ice cores. Students are also introduced to Oxygen isotopes and how they are used as records of past climate. Students complete a set of exercises that assess their understanding of the material and ask them to analyze data about the Laurentide Ice Sheet using the Neotoma Explorer. In the second part of the module, students examine Antarctic ice core data and apply their knowledge from the beginning of the module. Part of the Neotoma Education Modules for Biotic Response to Climate Change.

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Nutrient Loading Module
This module was initially developed by Castendyk, D.N., T. Meixner, and C.A. Gibson. 6 June 2015. Project EDDIE: Nutrient Loading. Project EDDIE Module 7, Version 1. Module development was supported by NSF DEB 1245707.
Estimating nutrient loads is a critical concept for students studying water quality in a variety of environmental settings. Many STEM/Environmental science students will be asked to assess the impacts of a proposed anthropogenic activities on human water resources and/or ecosystems as part of their future careers. This module engages students in exploring factors contributing to the actual loads of nitrogen that are transmitted down streams. Nitrogen is a key water quality contaminant contributing to surface water quality issues in fresh, salt, and estuarine environments. Students will utilize real-time nitrate data from the US Geological Survey to calculate nitrate loads for several locations and investigate the interplay of concentration and discharge that contributes to calculated loads.

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Wind and Ocean Ecosystems
Alanna Lecher, Lynn University; April Watson, Lynn University
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 ...

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Climate Change Effects on Lake Temperatures
Cayelan Carey, Virginia Polytechnic Institute and State Univ; Kaitlin Farrell, University of Georgia
Climate change is modifying the thermal structure of lakes around the globe. Because it is difficult to predict how lakes will respond to the many different aspects of climate change (e.g., altered temperature, ...

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Cross-Scale Interactions
Cayelan Carey, Virginia Polytechnic Institute and State Univ; Kaitlin Farrell, University of Georgia
Environmental phenomena are often driven by multiple factors that interact across different spatial and temporal scales. In freshwater lakes and reservoirs worldwide, phytoplankton blooms are increasing in ...

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Sustainability Metrics
Natalie Hunt, University of Minnesota-Twin Cities
Sustainability is a complex term applied to many different contexts in a variety of ways. As a result, it can be challenging to determine how sustainable something really is. In this module, students will use an ...

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Water Quality Module
This module was initially developed by Castendyk, D. and Gibson, C. 30 June 2015. Project EDDIE: Water Quality. Project EDDIE Module 6, Version 1. cemast.illinoisstate.edu/data-for-students/modules/water-quality.shtml. Module development was supported by NSF DEB 1245707.
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 ...

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Using Ecological Forecasts to Guide Decision Making
This module was developed by W.M. Woelmer, R.Q. Thomas, T.N. Moore and C.C. Carey. 21 January 2021. Macrosystems EDDIE: Using Ecological Forecasts to Guide Decision-Making. Macrosystems EDDIE Module 8, Version 1. http://module8.macrosystemseddie.org. Module development was supported by NSF grants DEB-1926050 and DBI-1933016.
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. ...

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Macro-Scale Feedbacks
Cayelan Carey, Virginia Polytechnic Institute and State Univ; Kaitlin Farrell, University of Georgia
Environmental phenomena are often driven by multiple factors that interact across space and over time. In freshwater lakes and reservoirs worldwide, carbon cycling and subsequent carbon dioxide (CO2) and methane ...

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Lake Mixing Module
This module was initially developed by Carey, C.C., J.L. Klug, and R.L. Fuller. 1 August 2015. Project EDDIE: Dynamics of Lake Mixing. Project EDDIE Module 3, Version 1. cemast.illinoisstate.edu/data-for-students/modules/lake-mixing.shtml. Module development was supported by NSF DEB 1245707.
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 ...

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Remote Sensing of Plants and Topography in R
Kyla Dahlin, Michigan State University
This module introduces students who are already familiar with remote sensing and R to doing quantitative analyses with large spatial data sets. Students will explore different possible abiotic drivers of plant ...

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Module 5: Some Modern Biotic Responses to Climate Change
Russell Graham, Pennsylvania State University-Main Campus
In this module, students explore biotic responses to changing climate. The module steps through different styles of response (i.e. stasis, adaptation, extinction) and provides examples of each from modern biota. Students are given a set of exercises where they create a hypothesis for future mammal distribution changes. Part of the Neotoma Education Modules for Biotic Response to Climate Change.

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Phenology Trends and Climate Change in Minnesota
Pamela Freeman, The College of Saint Scholastica
Seasonal events, for example flowering, fruiting, and the return of migrating birds, happen at particular times of the year. Some of these events happen in relation to climate, while others are dependent on other ...

Stream Discharge Module
This module was initially developed by Bader, N.E., T. Meixner, C.A. Gibson, C.M. O'Reilly, and D.N. Castendyk. 26 June 2015. Project EDDIE: Stream Discharge. Project EDDIE Module 5, Version 2. cemast.illinoisstate.edu/data-for-students/modules/stream-discharge.shtml Module development was supported by NSF DEB 1245707.
Stream discharge is a fundamental measure of water supply in stream systems. Low discharge may cause problems with water supply and fish passage, while high discharge may mean flooding. In this module, students ...


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