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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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    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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    Backward Design with Digital Data
    Best practices for designing educational modules using biodiversity data
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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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    BioSkills Guide
    The BioSkills Guide comprises program- and course-level learning outcomes for the Vision and Change core competencies that elaborate what general biology majors should be able to do by the time...
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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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    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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    Inclusive Pedagogy for Life Science Education Tagging Ontology
    Inclusive Pedagogy for Life Science Education Tagging Ontology

    Keywords: ontology

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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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    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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    Quantifying The Drivers and Impacts of Natural Disturbance Events – The 2013 Colorado Floods
    This lesson focuses on ways that scientists identify and use data to understand ecological disturbance events using data from five public datasets. The main lesson focused on interpretation of...
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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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    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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    Exploring the iNaturalist Database and Understanding Species Information
    This activity introduces a comprehensive guide aimed at enhancing users' proficiency in navigating the iNaturalist database to gain insights into biodiversity and species information. Divided into...
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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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    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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    Nature’s Flying Machines: The Evolutionary Relationship of Avian Form & Function
    In this series of activities, birds will be used as the model organism. The modules examine the connections between body form and function over time by investigating the relationship between avian...
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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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