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Cleaning Data with R and the Tidyverse in Swirl
04 Jun 2020 | Teaching Materials | Contributor(s):
By Rachel Hartnett
Oklahoma State University
The overall goal is to help students learn common data cleaning procedures on a dataset once they’ve collected measurements and before they are able to start their analysis. This swirl lesson is...
Yeti or not: Do they exist?
By Keith Johnson
Bradley University College of Liberal Arts and Sciences
Through this 2-part bioinformatics case study, students will be led through the forensic analysis of putative Yeti artifacts based on published findings.
NIBLSE Learning Resource Collection
03 Jun 2020 | Teaching Materials | Contributor(s):
By Hayley Orndorf
University of Pittsburgh
Collection of bioinformatics hosted at NIBLSE
Atmospheric Carbon Dioxide Data Analysis - Draft (1)
02 Jun 2020 | Teaching Materials | Contributor(s):
By Mirayda Torres-Avila
University of Texas - Rio Grande Valley
Students will be able to analyze real data to review basic statistics. Students will be able to work as a group to determine the best way to present their data.
Too much of a good thing? Exploring nutrient pollution in streams using bioindicators
By J. Stephen Gosnell
Baruch College, City University of New York and PhD Program in Biology, The Graduate Center of the City University of New York
Students use data on nitrogen and phosphorus levels in streams and macrobenthic insect biodiversity to consider issues of nutrient pollution and stream health while learning to filter, summarize,...
Investigating human impacts on stream ecology: Scaling up from Local to National with a focus on the Southeast
31 May 2020 | Teaching Materials | Contributor(s):
By Emily Weigel
Georgia Institute of Technology
Adaptation of the "TIEE Module- How does nutrient pollution impact stream ecosystems locally and nationally?" specifically to include information on the SE (particularly Atlanta, GA).
Landscape Indicators:Nutrients and Macroinvertebrates
By Stacy Cotey
Michigan Technological University
Modification of the Investigating Human Impacts on Stream Ecology Module to emphasize landscape indicators and incorporate inclusive practices.
Caribbean coral reef structure and biodiversity - Comparing boosted regression tree & multiple regression approaches
29 May 2020 | Teaching Materials | Contributor(s):
By Eric Womack
Virginia Commonwealth University
Creating and comparing boosted regression tree models to multiple regression models.
The Effect of Climate Change on Butterfly Phenology
By Risa Cohen
In this module, students explain the importance of collections in scientific research, manipulate data in a spreadsheet program, create properly plotted and labeled graphs, analyze data to test...
Introduction to Data Management, Life History, and Demography
Learning Goals:•explain importance of data management•identify elements of an organized data sheet•create & manipulate data in a spreadsheet •calculate vital statistics using life tables•collect,...
Adler QUBES Resource DIBS Genetics and Race
By Jacob Adler
Teaching notes and Presentation with Discussion Questions and Summative Assessment Data.
Investigating human impacts on stream ecology: locally and nationally
28 May 2020 | Teaching Materials | Contributor(s):
By Meghan Graham MacLean
University of Massachusetts Amherst
This is a modification of an original TIEE Module, investigating these questions: How does nutrient pollution impact stream ecosystems locally and nationally? How does land cover change impact...
NELF Explorer: Drivers of Landscape Change
Students explore the connections between land use decisions and land cover change, as well as how to predict the possible impacts of land use decisions into the future.
Global Temperature Change in the 21st Century: An Introduction to Global Climate Models and Graphing in Excel (Adapted for Non-Majors)
By Tamara Basham
Collin County Commuity College District
Students link human behavior in various climate change scenarios to predicted temperature outcomes at both local (their assigned Latitude) and global (Latitudinal trends) scales. This adaptation is...
Value of Mistakes. Making Mistakes Using R
27 May 2020 | Teaching Materials | Contributor(s):
By Staci Neas Johnson
Southern Wesleyan University
This module allows students to frame mistakes and frustrations during their first introduction to R in terms of improved learning and growth mindset.
The Power of Data Standards
22 May 2020 | Teaching Materials | Contributor(s):
By Michaeleen Gerken Golay1, Darlene Panvini2, Molly Phillips3, Heather Susanne Zimbler-DeLorenzo4
1. Wartburg College 2. Belmont University 3. iDigBio, Florida Museum of Natural History, University of Florida 4. Alfred University
Investigate data standards within the context of the Alpine Chipmunk and the Grinnell Study.
Data management and introduction to QGIS and RStudio for spatial analysis
22 May 2020 | Datasets | Contributor(s):
Students learn about the importance of good data management and begin to explore QGIS and RStudio for spatial analysis purposes. Students will explore National Land Cover Database raster data and...
Exploring Population Change without Selection: Avida-Ed Lab Book Exercise 4
21 May 2020 | Teaching Materials | Contributor(s):
By Amy Lark, Cory Kohn1, Jim Smith1, Louise Mead2, Robert T Pennock1, Wendy Johnson
1. Michigan State University 2. BEACON Center for the Study of Evolution in Action
An introductory activity exploring how a population changes without natural selection using the Avida-ED simulation.
Figure of the Day: Identifying Ambiguity and Biases in Data Figures
By Raisa Hernández-Pacheco
The adaptation focuses on presenting figures with all the information in their axes. However, such figures present a medium level of quality to encourage students to discuss conceptually in groups...
Antigen presentation and cytotoxic T lymphocytes (CTLs): elucidating a common roadblock for students
By Marcia Hesser
Kennesaw State University
Active learning resource for pre-Nursing anatomy and physiology lecture explaining antigen presentation to CTLs and how the CTLs recognize and destroy the pathogen using Biointeractive animations...