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    Spatial Justice, Marginal Populations, and Data Integrity
    Spatial justice refers to the consequential geography of a place where spaces are socially produced. Understanding how spatial injustice is created at different spatial scales is an essential part...
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    A STEAM Approach to Understanding Water Systems
    Students will investigate their relationships to water through STEAM (science, technology, engineering, art, and mathematics) using a combination of science, art, and reflection and build new...
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    USE C*Sci - The Undergraduate Student Experiences with Citizen Science Network to Transform Learning and Broaden Participation in Science (RCN-UBE Introduction)
    The Undergraduate Student Experiences with Citizen and Community Science Network includes educators, researchers, and project leaders excited about the use of participatory science approaches to...
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    Working with plant phenology data and fitting a nonlinear model using least squares in R
    A participatory live-coding lesson on working with NEON phenology data and fitting a sine-wave model to determine when different species get and lose their leaves.
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    Author Guidelines
    These Author Guidelines are designed to assist module authors throughout this participatory process of creating a new OCELOTS module or adapting an existing one.
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    UDL Mapping Activity
    This activity guides faculty through analyzing a resource using the Universal Design for Learning Guidelines.
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    Working with spreadsheet-style data in Python with pandas and seaborn
    This 4-hour participatory live-coding workshop takes learners through the basics of programming in Python via the Jupyter Lab interface and culminates with exploration and visualization of...
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    Exploring the Broader Impacts of Science and Society in an Active Learning Environment
    Science and society have always been intertwined. Today, scientists are increasingly encouraged to interact with the public by conducting transparent and participatory engaged scholarship, as...
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    Concept mapping exercise for ecological news story and peer feedback
    This activity is designed for small groups to work together in class to create a concept map based upon an ecological news story. Any short news story can be selected. One is provided here, along...
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    UDL Working Group- BIOME 2022 - Lightning Talk
    UDL Working Group from BIOME 2022's Lightning talk. They discuss what they did over the course of the semester.
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    Data simulation and randomization tests
    A participatory live-coding lesson on simulating data and performing randomization tests on ecological data in R.
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    Putting specimens on the map: An introduction to georeferencing
    Use GEOLocate to assign geographic coordinates to natural history collections specimens
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    The Tentative Nature of Science
    This part focuses on the tentative nature of science
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    Cladistic Analysis Lesson Using Bats
    Phylogenetic analysis can be a challenging concept to grasp for undergraduate biology students. This cladistic analysis lesson utilizes the amazingly diverse Order Chiroptera as a model to...
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    Natural History Collections as Emerging Resources for Innovative Education
    Natural history collections have the potential to help transform undergraduate science education from passive learning into an active exploration of the natural world.
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    The Power and Limits of Science
    This part focuses on the power and limits of science
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    The Language of Science
    This part focuses on the language of science
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    The Process of Science
    These slides give an overview of the process of science in the context of the COVID-19 pandemic.
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    Graphing and mapping patterns of air quality in Los Angeles, California through an environmental justice lens.
    Air quality is an environmental issue that impacts everyone in Los Angeles. This activity presents current popular press articles about air pollution and environmental justice and maps and graphs...
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    Coral Bleaching Mapping Activity
    This is a classroom activity in which students use authentic data to assess the threat of coral bleaching around the world. It supports the 2014 Holiday Lectures on Science video featuring Dr....
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