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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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    A Tough Choice in Watershed Management
    In this Team-based activity, students work in teams, playing the role of natural resource managers who must decide in which region to invest limited funding for nutrient reduction in streams....

    Keywords: Stream ecologyBox PlotsSpreadsheetGroup cooperative learningTeam-based LearningBiogeochemical cycles

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    Food, Energy and Water Learning Modules (FEWLM) Workbooks
    FEWLM is a low-cost inquiry-based interdisciplinary STEM prototypical curriculum built on Next Generation Science Standards, systems thinking and informed engineering design pedagogy.

    Keywords: K-12inquiry-based learningNext Generation Science StandardsSystem Thinking

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    Evaluation of DEIJ practices in learning spaces
    Our Accelerating Systemic Change Network (ASCN) Working Group 5 is a group which focuses on DEIJ - Diversity, Equity, Inclusive and Justice. Taking into account the evolution of learning...

    Keywords: stemassessmentUndergraduatescienceFacultyriosDEIJASCNlearning space

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    Quantitative Reasoning Learning Progression
    Three articles about the work of a project on quantitative reasoning in the context of environmental literacy.

    Keywords: quantitative

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    Building Community-Based Approaches to Systemic Reform in Mathematical Biology Education
    This is an open access article from Bulletins in Math Bio.
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    QUBES: a community focused on supporting teaching and learning in quantitative biology
    This letter provides an overview of the Quantitative Undergraduate Biology Education and Synthesis (QUBES) Project funded through the National Science Foundation.

    Keywords: mathematicseducationQUBESprofessional developmentbiologycollaborationproceedings

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    Using genomic data and machine learning to predict antibiotic resistance: a tutorial paper
    Antibiotic resistance is a global public health concern. Bacteria have evolved resistance to most antibiotics, which means that for any given bacterial infection, the bacteria may be resistant to...

    Keywords: Tutorialmachine learningantibiotic-resistanceArtificial Intelligence

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    50 Years of Data Science
    This paper reviews some ingredients of the current “Data Science moment”, including recent commentary about data science in the popular media, and about how/whether Data Science is really...

    Keywords: statisticsbig datadata sciencemachine learning

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    Citations
    Published Avida-Ed article

    Keywords: EvolutioncurriculumSelectionDigital Organisms

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    Learning Spaces in undergraduate science courses ( virtual and face to face)
    Learning Spaces are zones of interaction between undergraduates & undergraduates and undergraduates & professor. The traditional learning spaces were existing pre-pandemic however post-pandemic the...

    Keywords: active learningmentoringstemassessmentfaculty developmentteachingUndergraduateWorkshop materiallearning spacescience learning spaceprofessorsmajor learning spaceminor learning space

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    Breeding synchrony in colonial birds: from local stress to global harmony
    This is a supplemental resource for ABM

    Keywords: NetLogoagent-based modelingIndividual & Agent Based Modeling

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    Exploring how climate will impact plant-insect distributions and interactions using open data and informatics
    This teaching module provides an entry point for students to learn about data science, open data repositories (e.g., citizen science data), and species distribution modeling to study the effects of...

    Keywords: modelingcitizen sciencehypothesis testingdata scienceclimate changeR programming languageBiodiversityplant animal interactionsinquiry-based learningspecies distributionseco-informatics

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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...

    Keywords: mathematicsactive learningstembiologyeducatorsfaculty developmentenvironmental sciencephysicschemistrysciencecritical thinkingFacultyTeachers traininglearning spaceteacher professional development

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    Learn Biological Sciences and Mathematics through cellular respiration, photosynthesis and primary productivity.
    Photosynthesis is a process by which plants synthesize glucose and oxygen in presence of sunlight through light dependent reactions by utilization of sunlight, water to synthesize oxygen, ATP and...

    Keywords: mathematicssimulationThe Analysis of Biological DataMetabolic Pathwaysprocess of sciencephotosynthesisqbccBiological ScienceshypothesisCellular Respirationprimary productivity

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    Presentation related to the paper: Sustainability and Justice: Challenges and Opportunities for an Open STEM Education
    This is a presentation highlighting some issues at the intersection of STEM, Open, and Social Justice. The audience is STEM education professionals and professional developers. The presentation was...

    Keywords: cyberinfrastructurestemOERsocial justicelaboroer ecosystem

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    The ODD protocol: A review and first update
    The ‘ODD’ (Overview, Design concepts, and Details) protocol was published in 2006 to standardize the published descriptions of individual-based and agent-based models (ABMs).

    Keywords: agent-based modelabmstandardizationODD protocolModel descriptionModel formulationScientific communicationChapter 3model replic

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    Taking a Second Look: Investigating Biology with Visual Datasets
    An article exploring the use of visual datasets as an educational aid for biology students.

    Keywords: Evolutionpedagogyclassificationphylogenyvisual learningResources @ QUBES - Teaching & Reference

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    Evaluation of DEIJ in Lectures of Junior Year Science Undergraduate Course
    Diversity, equity, inclusion, and social justice, DEIJ, is important for both students and faculty as they improve learning outcomes and elicit professional competency respectively. DEIJ...

    Keywords: stempedagogyArticleUndergraduateOpen Sourcescienceevaluationneurobiologythe role of active learning in retention and engagementFacultyAnalysismethod#DEI-J-ADEIJinterdisplinaryjunorlearning spacesadditional support learning systemenhancement

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    Save the Bees, Ditch the Plow: A lesson exploring how squash bee abundance is affected by varying levels of soil disturbance.
    The purpose of this lesson is to explore the effects that three varying degrees of soil disturbance has on the squash bee abundance that is observed. We will learn about the importance of...

    Keywords: beesmutualismpollinatorscommunity-based conservationno till farmingreduced tillage

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    Biodiversity Counts! Making sense of diversity metrics and graphs
    In this lesson students 1) become familiar with various graphs that are used to study diversity patterns within and across sites, 2) learn about some of the questions that can be addressed by...

    Keywords: graph interpretationfmnmetabarcodingbiodiversity literacyBioGraphIrepresentation in STEMalpha diversitybeta diversity

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