Initial Publication Date: May 16, 2024
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Quantitative Activities for Earth Science Disciplines


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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.

Quantitative Skills: Spreadsheets, Graphs
Software: Microsoft Excel
Subject: Geoscience: Geoscience:Geology:Environmental Geology, Geoscience:Hydrology:Surface Water:Water Quality/Chemistry , Geoscience:Hydrology, Biology:Biogeochemistry:Nutrient Limitation and Cycling, Biology:Biogeochemistry, Environmental Science:Water Quality and Quantity:Surface Water , Environmental Science:Water Quality and Quantity
Grade Level: College Lower (13-14):College Introductory, College Lower (13-14), College Upper (15-16)
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Exploring California's Plate Motion and Deformation with GPS | Lessons on Plate Tectonics
Shelley E Olds, EarthScope Consortium; David Thesenga, Alexander Dawson School
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.

Quantitative Skills: Models and Modeling, Vectors and Matrices, Estimation
Subject: Geoscience: Geoscience:Geology:Geophysics:Geodesy, Geoscience:Geology:Tectonics, Geoscience, Environmental Science:Natural Hazards:Earthquakes, Environmental Science:Natural Hazards
Grade Level: Middle (6-8), High School (9-12), College Lower (13-14)
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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 ...

Quantitative Skills: Spreadsheets
Software: Microsoft Excel, GIS:ArcGIS
Subject: Geoscience: Geoscience:Oceanography:Marine Resources, Ocean-Climate Interactions, Biology:Ecology:Habitats:Marine, Biology:Ecology, Biogeochemistry:Nutrient Limitation and Cycling, Environmental Science:Oceans and Coastal Resources, Ecosystems
Grade Level: College Lower (13-14), College Upper (15-16)
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Unit 2: Examining the Distribution of Mass Wasting Events
Bobak Karimi, Wilkes Community College; Stephen Hughes, University of Puerto Rico-Mayaguez
What factors contribute to the distribution patterns of mass wasting events? In this unit, students will use a frequency-ratio method, one of the most common quantitative methods used in the statistical analysis of ...

Quantitative Skills: Algebra, Models and Modeling, Probability and Statistics:Correlation, Problem Solving:Equations, Logarithms/Exponential Functions:Logarithms
Software: GIS:ArcGIS
Subject: Geoscience: Geoscience:Geology:Geophysics:Geodesy
Grade Level: College Upper (15-16)
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3D View from a Drone | Make a 3D Model From Your Photos
Shelley E Olds, EarthScope Consortium
Using cameras mounted to drones, students will design and construct an experiment to take enough photos to make a 3-dimensional image of an outcrop or landform in a process called structure from motion (SfM). This activity has both a hands-on component (collecting data with the drone) and a computer-based component (creating the 3-dimensional model).___________________Drones can take photos that can be analyzed later. By planning ahead to have enough overlap between photos, you take those individual photos and make a 3-dimensional image!In this activity, you guide the students to identify an outcrop or landform to study later or over repeat visits. They go through the process to plan, conduct, and analyze an investigation to help answer their science question.The Challenge: Design and conduct an experiment to take enough photos to make a 3-dimensional image of an outcrop or landform, then analyze the image and interpret the resulting 3-d image.For instance they might wish to study a hillside that has been changed from a previous forest fire. How is the hillside starting to shift after rainstorms or snows? Monitoring an area over many months can lead to discoveries about how the erosional processes happen and also provide homeowners, park rangers, planners, and others valuable information to take action to stabilize areas to prevent landslides.

Quantitative Skills: Gathering Data
Subject: Geoscience: Geoscience:Geology:Geophysics:Geodesy, Geoscience
Grade Level: Middle (6-8), High School (9-12)
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Spectral Seismology Module
This module was initially developed by Soule, D. S., M. Weirathmuller, G. Kroeger, and R. Darner Gougis. 20 March 2017. EDDIE: Spectral Seismology. EDDIE Module 10, Version 1. Module development was supported by NSF DEB 1245707 .
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 ...

Quantitative Skills: Graphs
Software: SeismicCanvas
Subject: Geoscience: Geoscience:Geology:Geophysics:Seismology, Environmental Science:Natural Hazards:Earthquakes
Grade Level: College Lower (13-14):College Introductory, College Lower (13-14)
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Unit 2: Geophysical Properties of the Subsurface
Lee Slater, Rutgers University-Newark
Archie (1950) defined the term petrophysics to describe the study of the physics of rocks, particularly with respect to the fluids they contain. Although originally focused on geophysical exploration, petrophysics ...

Quantitative Skills: Algebra, Probability and Statistics:Data Trends:Curve Fitting/Regression, Arithmetic/Computation, Spreadsheets, Graphs
Software: Microsoft Excel
Subject: Geoscience: Geoscience:Geology:Geophysics:Exploration Methods:Electrical Conductivity/Resistivity, Environmental Science:Water Quality and Quantity:Surface Water , Wetlands, Point Source Pollution, Environmental Science:Waste:Waste Solid :Landfills, Environmental Science:Sustainability, Ecosystems, Chemistry:Environmental Chemistry, Physics:Other Sciences:Environmental Science
Grade Level: College Lower (13-14):College Introductory
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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 ...

Quantitative Skills: Probability and Statistics:Data Trends, Correlation, Spreadsheets, Graphs
Software: R, Microsoft Excel
Subject: Geoscience: Geography, Geoscience:Atmospheric Science:Climate Change:Paleoclimate records, Anthropogenic causes, Greenhouse gas emissions, Geoscience:Atmospheric Science:Climate Change, Environmental Science:Global Change and Climate:Climate Change:Paleoclimate records, Anthropogenic causes, Greenhouse gas emissions, Environmental Science:Global Change and Climate:Climate Change
Grade Level: College Lower (13-14):College Introductory, College Lower (13-14), College Upper (15-16)
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Unit 1: Introduction to Flooding
Venkatesh Merwade, Purdue University-Main Campus
Do geoscientists understand the meaning of floods and their role within the broader context of ecological and societal impacts? In this unit, students are introduced to the concept of flooding and the mechanisms ...

Quantitative Skills: Algebra, Probability and Statistics:Probability, Problem Solving:Equations, Spreadsheets, Graphs
Subject: Geoscience: Geoscience:Geology:Geophysics:Geodesy
Grade Level: College Upper (15-16)
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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 ...

Quantitative Skills: Probability and Statistics:Correlation, Spreadsheets, Graphs
Software: R
Subject: Geoscience: Geography:Geospatial, Geoscience:Biogeosciences , Biology:Ecology:Habitats:Terrestrial, Biology:Plant Biology, Environmental Science:Ecosystems:Ecology, Habitats, Environmental Science:Ecosystems
Grade Level: College Upper (15-16)
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