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The QUBES platform hosts hundreds of teaching materials, reference materials, and cloud-based software free to use and adapt using open Creative Commons licenses.

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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...

    Keywords: data sciencespatial justicedata integrity

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    Exploring Connections between Low Albedo, Urban Heat Islands and Social Justice
    This exercise explores circumstances of urban heat islands in the United States using spatial data, including an exploration of heat island solutions.

    Keywords: redliningUrban heat islandalbedo

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    Ferns are Everywhere
    Using spatial fern population data in hypothesis testing

    Keywords: hypothesis testingNumbers Countspatial distribution

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    NEON Data in the Classroom: Quantifying Spatial Patterns
    Students build on fundamental concepts of spatial patterns and combine this knowledge with the open-data from the National Ecological Observatory Network to quantify spatial autocorrelation and...

    Keywords: RR Markdownlandscape ecologygroup-neon2018spatial statisticsfractalsrasters

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    Blueprint for Accelerating Change in Social Justice, Equity, Diversity and Inclusion in STEM Curricula
    Collaborative community working on projects associated with social justice, equity, diversity and inclusion in STEM undergraduate programs.

    Keywords: Equitysocial justicediversityinclusionSTEM Education reform

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    Island biogeography, spatial ecology, and macroinvertebrate species diversity in Richmond’s rock pools
    Students investigate questions of community ecology and biogeography using data from an urban rock pool ecosystem. Using ArcGIS 10, students learn to create effective maps, calculate landscape...

    Keywords: aquatic macroinvertebratesCommunity Ecologyspecies diversityGeographic Information System (GIS)spatial analysisJames River

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    Course materials for Quantifying Environmental Justice
    Course materials for Quantifying Environmental Justice, taught as Environmental Science 4201 at University of Minnesota, Morris in Spring 2023. Description: The concept of justice has received...

    Keywords: data analysiscomputational toolscourseenvironmental justiceSmall group discussion

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    Survey Findings:: Social Justice Dialogues in STEM Education LC
    Survey findings for the learning community (LC), Social Justice Dialogues in STEM Ed, facilitated by Drs. Bryan Dewsbury (Florida Institute of Technology) and Desiree Forsythe (Rochester Institute...

    Keywords: evaluation

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    Survey Findings:: Social Justice Dialogues in STEM Education Fall 2022 LC
    Survey findings for the learning community (LC), Social Justice Dialogues in STEM Ed, facilitated by Drs. Desiree Forsythe (Chapman University) and Megan Jones (University of Rhode Island) – with...

    Keywords: evaluation

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    Integrating Social Justice into your STEM Classroom: Redlining & Environmental Science
    Materials for the workshop on social justice presented at the 2021 BIOME Institute.

    Keywords: sustainabilityenvironmental sciencesocial justiceenvironmental justiceredlining2021 BIOME

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    Air Quality Data Mining: Mining the US EPA AirData website for student-led evaluation of air quality issues
    Air pollution directly affects human health endpoints including growth, respiratory processes, cardiovascular health, fertility, pregnancy outcomes, and cancer. Therefore, the distribution of air...

    Keywords: data miningenvironmental justiceair qualityairpollutionspatial reasoning

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    Integrating Social Justice into your STEM Classroom: Redlining & Health
    Workshop about models for introducing social justice issues into classes developed in a Faculty Mentoring Network. Presented at the 2021 BIOME Institute.

    Keywords: STEM educationhealthsocial justiceredlining2021 BIOME

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    Get Started With GIS in Open Source Python Workshop
    There are a suite of powerful open source python libraries that can be used to work with spatial data. Learn how to use geopandas, rasterio and matplotlib to plot and manipulate spatial data in...

    Keywords: data analysisdatadata typesdata visualizationdata scienceearth sciencepythonremote sensingGeographic Information System (GIS)data science educationcomputer programmingwildfireearth anlaytics

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    Untitled QUBES Resource Draft (1)
    Social Justice Dialogues in STEM 2 is a resource to help facilitate conversations around various social contexts within STEM classroom.

    Keywords: EquitySTEM educationUDLjustice

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    Using drones for conservation work with Eben Broadbent
    Eben N. Broadbent, PhD, is an assistant professor of forest ecology & geomatics in the School of Forest Resources and Conservation at the University of Florida, with a PhD in Biology (Ecology &...

    Keywords: ecologyconservation ecologydronesspatial ecology

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    Social Justice Working Group - Scientist Spotlights
    This is a reporting out of the work done by participants in the Social Justice Working group that formed as part of the BIOME 2020 Institute, which is focused on the creation and use of scientist...
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    Between a rock and a hard place. What can turning rocks tell us about land-use change impacts on animals living in a rock outcrop?
    Unique rock outcrops in the Western Ghats biodiversity hotspot in India provide a setting that challenges students to develop a study to assess the impact of land-use change on threatened animals...

    Keywords: conservationagricultureland useamphibianstropicalbiodiversity losslateritic outcropopen natural ecosystemsreptilesrocks

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    Revising Social & Environmental Justice Open Educational Resources through UDL and Accessibility Lenses
    The Revising Social & Environmental Justice Open Educational Resources through UDL and Accessibility Lenses Working Group met during the Fall 2021 semester as part of the BIOME Institute. This...

    Keywords: social justiceenvironmental justiceBiome Institute2021 BIOME

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    Social Justice & Community Change QUBES Faculty Mentoring Network 2021
    In this Faculty Mentoring Network we will examine the historical practice of redlining, and how social and economic factors over the last century have created disparities in environmental...

    Keywords: social justiceair qualityBIOME 2020redlining

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    2017-Helen-Byrne-Further Mathematics Biology
    These studies will be in the context of ecological, biological and biochemical applications.

    Keywords: epidemicschemotaxisenzyme-substrateion channelsnerve pulsesgene proagationtumour

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