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    BEDE Network Data Science Skills Curriculum Map
    The Biological and Environmental Data Education (BEDE) Network has produced this data science skills curriculum map as a flexible tool to help instructors highlight data science skills that they...
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    How to Create a Pollinator Project on iNaturalist
    Community science, also known as citizen science, allows any person to participate in scientific research. It breaks down the traditional barriers between scientists and the public, allowing anyone...
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    Learning Journal Assignment on Learning Spaces
    Learning Spaces are the zones where interaction between students & students and students & professor occurs. The learning spaces are of two types major learning space and minor...
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    Trail Camera Field Survey Module
    This QUBES module introduces high school students to the exciting world of field surveys using trail cameras. Designed for environmental science classes, the module offers a hands-on approach to...
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    Towards better modelling and decision support: Documenting model development, testing, and analysis using TRACE
    We introduce TRACE, a framework for documenting model testing and analysis. TRACE is based on the recently proposed framework of model "evaluation" , and is designed to make models fit for...
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    Open Science and Education Practices Ontology
    Definitions and references for the Open Science and Education Practices tagging ontology
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    Inclusive Pedagogy for Life Science Education Tagging Ontology
    Inclusive Pedagogy for Life Science Education Tagging Ontology

    Keywords: ontology

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    Pipeline in Paradise
    Student were introduce to Pipeline in Paradise case study, they we divided in groups based on domains and they provided a recommendation to landowners.
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    Resource list for inclusive teaching in STEM (HHMI)
    A resource collection created for HHMI BioInteractive to guide the development of teaching resources aligned with principles of equity and inclusion.
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    R for biologists
    An introductory guide to data analysis in R for life sciences researchers.

    Keywords: R

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    Ecological Forecasting Repository of Online Educational Resources
    This pdf provides a list of over 100 educational resources related to tools and skills related to ecological forecasting.
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    Ontology for UDL and Related Content
    This is a description of tagging ontology that can be used for UDL resources
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    The Undergraduate Student’s Guide to Geometric Morphometrics
    Embarking on a new research endeavor can be a daunting task. User guides, books, and published articles are written for an audience that already has some background experience in the field....
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    iNaturalist Calgary Pollinators: Photographing Pollinators & Plants Guide
    The iNaturalist Calgary Pollinators: Photographing Pollinators & Plants Guide gives step by step instructions on how to add observations to a traditional project on iNaturalist, using the Calgary...
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    How STEM Faculty Can Manage Generative A.I. use by Students
    Generative AIs (e.g., ChatGPT have arrived on college campuses. STEM faculty have begun grappling with this disruptive technology and have responded in a various way from grudging acceptance to...
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    STEM OER Accessibility Framework and Guidebook
    This framework, developed by ISKME in partnership with SERC, provides a practical reference for curators and authors of STEM OER, with 23 accessibility criteria, or elements, to reference as they...

    Keywords: OEROER Evaluation

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    Rivers as Social-Ecological-Technological Systems: Integrative Issue Formulation and Problem Solving
    Flowing surface waters continue to capture the human imagination and are increasingly harnessed by many interdependent human activities. Existing theories for studying rivers as cohesive ecological...
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    Atlas of Black Scholarship for Inclusive and Racially Diverse STEM Curricula – Volume I
    The contributions of Black scientists to the advancement of STEM are poorly represented in course materials. Here, we provide an Atlas of Black Scholarship to help Life Sciences and Chemistry...
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