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Reproducibility Immersive Course
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Various fields in the natural and social sciences face a ‘crisis of confidence’. Broadly, this crisis amounts to a pervasiveness of non-reproducible results in the published literature. For example, in the field of biomedicine, Amgen published findings that out of 53 landmark published results of pre-clinical studies, only 11% could be replicated successfully. This crisis is not confined to biomedicine. Areas that have recently received attention for non-reproducibility include biomedicine, economics, political science, psychology, as well as philosophy. Some scholars anticipate the expansion of this crisis to other disciplines.This course explores the state of reproducibility. After giving a brief historical perspective, case studies from different disciplines (biomedicine, psychology, and philosophy) are examined to understand the issues concretely. Subsequently, problems that lead to non-reproducibility are discussed as well as possible solutions and paths forward.

Subject:
Applied Science
Life Science
Physical Science
Social Science
Material Type:
Activity/Lab
Provider:
New York University
Author:
Vicky Steeves
Date Added:
06/01/2018
Reproducibility Librarianship in Practice
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As research across domains of study has become increasingly reliant on digital tools (librarianship included), the challenges in reproducibility have grown. Alongside this reproducibility challenge are the demands for open scholarship, such as releasing code, data, and articles under an open license.Before, researchers out in the field used to capture their environments through observation, drawings, photographs, and videos; now, researchers and the librarians who work alongside them must capture digital environments and what they contain (e.g. code and data) to achieve reproducibility. Librarians are well-positioned to help patrons open their scholarship, and it’s time to build in reproducibility as a part of our services.Librarians are already engaged with research data management, open access publishing, grant compliance, pre-registration, and it’s time we as a profession add reproducibility to that repertoire. In this webinar, organised by LIBER’s Research Data Management Working Group, speaker Vicky Steeves discusses how she’s built services around reproducibility as a dual appointment between the Libraries and the Center for Data Science at New York University.

Subject:
Applied Science
Life Science
Physical Science
Social Science
Material Type:
Lesson
Provider:
New York University
Author:
Birgit Schmidt
Vicky Steeves
Date Added:
12/04/2018
Reproducibility, Preservation, and Access to Research with ReproZip and ReproServer
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The adoption of reproducibility remains low, despite incentives becoming increasingly common in different domains, conferences, and journals. The truth is, reproducibility is technically difficult to achieve due to the complexities of computational environments.To address these technical challenges, we created ReproZip, an open-source tool that packs research along with all the necessary information to reproduce it, including data files, software, OS version, and environment variables. Everything is then bundled into an .rpz file, which users can use to reproduce the work with ReproUnzip and an unpacker (Docker, Vagrant, and Singularity). The .rpz file is general and contains rich metadata: more unpackers can be added as needed, better guaranteeing long-term preservation.However, installing the unpackers can still be burdensome for secondary users of ReproZip bundles. In this paper, we will discuss how ReproZip and our new tool ReproServer can be used together to facilitate access to well-preserved, reproducible work. ReproServer is a cloud application that allows users to upload or provide a link to a ReproZip bundle, and then interact with/reproduce the contents from the comfort of their browser. Users are then provided a stable link to the unpacked work on ReproServer they can share with reviewers or colleagues.

Subject:
Applied Science
Life Science
Physical Science
Social Science
Material Type:
Activity/Lab
Provider:
New York University
Author:
Fernando Chirigati
Rémi Rampin
Vicky Steeves
Date Added:
05/31/2019
Research Project Management Using the Open Science Framework
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An introduction to managing, annotating, organizing, archiving, and publishing research data using the Open Science Framework.

Subject:
Applied Science
Life Science
Physical Science
Social Science
Material Type:
Activity/Lab
Provider:
New York University
Author:
Nick Wolf
Vicky Steeves
Date Added:
01/06/2020
The Science of Plants
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An approachable guide to the fundamentals of plant science. Created for horticulture students, gardeners, science teachers, and anyone interested in understanding plants and how they grow. This is the required text for HORT 1001/6001 Plant Propagation at the University of Minnesota Department of Horticultural Science.

Subject:
Botany
Life Science
Material Type:
Textbook
Provider:
University of Minnesota
Provider Set:
University of Minnesota Libraries Publishing
Author:
Alan Smith
Emily Hoover
Emily Tepe
Laura Irish
Matt Clark
Tom Michaels
Date Added:
07/07/2022
Soil and Water Conservation: An Annotated Bibliography
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Soil and Water Conservation: An Annotated Bibliography highlights freely-available online resources covering various aspects of soil and water conservation, and is designed to be a resource for conservation students and practitioners. The thirteen chapters in the annotated bibliography are grouped into four sections, including History and Fundamentals, Conservation Practices, Conservation Implementation, and Careers. Types of cited resources include extension bulletins, USDA NRCS conservation practice standards, and other government reports and resources. Cited resources are generally concise, easily read, and meant for general audiences. Annotations and images are used to provide context for each resource. Many contributors made Soil and Water Conservation: An Annotated Bibliography possible through their assistance with technical edits, outline development, identifying resources, or writing annotations. Chapter authors are experts and practitioners of soil and water conservation, or students of soil and water conservation who worked under the supervision of the editor, Colby Moorberg. The annotated bibliography is used as the primary text for Kansas State University’s AGRON 635 – Soil and Water Conservation, which is taught by Moorberg.

Subject:
Agriculture
Applied Science
Career and Technical Education
Environmental Science
Forestry and Agriculture
Life Science
Material Type:
Reading
Provider:
New Prairie Press
Author:
Colby Moorberg
Date Added:
01/02/2020
Toxicology Basics for the Environmental and Safety Specialist
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CC BY-NC-SA
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This textbook is meant to introduce students who will be working as safety or environmental specialists overseeing the manufacturing, processing, or transportation of chemicals to the science of toxicology in order to make more informed decisions in their day-to-day dealings with potentially toxic substances.

Subject:
Applied Science
Biology
Career and Technical Education
Environmental Science
Health, Medicine and Nursing
Life Science
Maritime Science
Material Type:
Textbook
Author:
Marie Vicario-Fisher
Date Added:
08/15/2022
Trainer Space for the Introduction to Open and Reproducible Research Workshop
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Central location housing curriculum materials and planning tools for trainers of the COS Introduction to Open and Reproducible Research workshop.

Subject:
Applied Science
Life Science
Physical Science
Social Science
Material Type:
Activity/Lab
Provider:
Center for Open Science
Author:
Courtney K. Soderberg
Ian Sullivan
Jennifer Freeman Smith
Jolene Esposito
Matthew Spitzer
Natalie Meyers
Date Added:
04/24/2019
UGA Anatomy and Physiology 1
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This lab manual was created for Anatomy and Physiology I at the University of Georgia under a Textbook Transformation Grant and revised through a Scaling Up OER Pilot Grant.

The manual contains the following labs:

Introduction to Anatomy & Physiology
Cells
Histology – Epithelial & Connective Tissues
Histology – Muscle & Nervous Tissues
The Integumentary System
Introduction to the Skeletal System
Introduction Joints
The Lower Limb – Bones
The Lower Limb – Muscles
The Lower Limb – Joints
The Lower Limb – Nerves
The Lower Limb – Movement
The Upper Limb – Bones
The Upper Limb – Muscles
The Upper Limb – Joints
The Upper Limb – Nerves
The Upper Limb – Movement
Muscle Physiology
Axial Skeleton
Axial Musculature
Intervertebral Discs
Central Nervous System – The Spinal Cord
Central Nervous System – The Brain
Motor Control
The Senses – Vision
The Senses - Hearing

Subject:
Biology
Life Science
Material Type:
Activity/Lab
Textbook
Provider:
University System of Georgia
Provider Set:
Galileo Open Learning Materials
Author:
Brett Szymik
DeLoris Hesse
Deanna Cozart
Rob Nichols
Date Added:
12/13/2022
UGA Anatomy and Physiology 1 Lab Manual, 3rd Edition
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CC BY
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The manual contains the following labs:

Introduction to Anatomy & Physiology
Cells
Histology – Epithelial & Connective Tissues
Histology – Muscle & Nervous Tissues
The Integumentary System
Introduction to the Skeletal System
Introduction Joints
The Lower Limb – Bones
The Lower Limb – Muscles
The Lower Limb – Joints
The Lower Limb – Nerves
The Lower Limb – Movement
The Upper Limb – Bones
The Upper Limb – Muscles
The Upper Limb – Joints
The Upper Limb – Nerves
The Upper Limb – Movement
Muscle Physiology
Axial Skeleton
Axial Musculature
Intervertebral Discs
Central Nervous System – The Spinal Cord
Central Nervous System – The Brain
Motor Control
The Senses – Vision
The Senses - Hearing

Subject:
Anatomy/Physiology
Life Science
Material Type:
Activity/Lab
Textbook
Provider:
University System of Georgia
Provider Set:
Galileo Open Learning Materials
Author:
Brett Szymik
DeAnna Cozart
DeLoris Hesse
Rob Nichols
Date Added:
10/05/2022
UGA Anatomy and Physiology 2
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This lab manual was created for Anatomy and Physiology II at the University of Georgia under a Textbook Transformation Grant and revised through a Scaling Up OER Pilot Grant.

http://oer.galileo.usg.edu/biology-collections/12/

The manual contains the following labs:

Blood Composition
Blood Typing
Heart Anatomy
Cardiovascular Physiology
Systemic Blood Vessels
Anatomy of the Respiratory System
Physiology of the Respiratory System
Renal Anatomy
Urinalysis
Digestive System Anatomy
Digestive Physiology
Male Reproductive System
Female Reproductive System

Subject:
Biology
Life Science
Material Type:
Activity/Lab
Textbook
Provider:
University System of Georgia
Provider Set:
Galileo Open Learning Materials
Author:
Brett Szymik
DeLoris Hesse
Deanna Cozart
Rob Nichols
Date Added:
12/13/2022
Understanding Evolution Conceptual Framework
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This list of conceptual understandings regarding evolution are aligned across grade levels to help instructors identify age-appropriate learning goals for their students and understand how concepts taught at one grade level lay the groundwork for more sophisticated concepts later on. The Framework is divided into five strands: History of life; Evidence of evolution; Mechanisms of evolution; Nature of science; and Studying evolution

Subject:
Biology
Life Science
Material Type:
Teaching/Learning Strategy
Provider:
University of California Museum of Paleontology
Provider Set:
Understanding Evolution
Date Added:
05/17/2013
Virginia Cooperative Extension Gardener Handbook
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Virginia Cooperative Extension Gardener Handbook is a guide for all gardeners in Virginia. It covers a variety of topics important for beginning and experienced gardeners, including soil health, native plants, and integrated pest management. This manual provides an understanding of the basics of gardening in Virginia and helps to build a strong foundation of gardening knowledge. Resources for additional reading can be found at the end of each chapter. We encourage readers to take a deeper dive into the topics that interest them and continue their learning journey.

How to Access the Book
This text is available in multiple formats including PDF, a low-resolution PDF which is faster to download, and ePub. These are linked on the left side of your screen. The book is also available in HTML/Pressbooks at https://pressbooks.lib.vt.edu/emgtraining. Softcover print versions with color interior will be available for purchase in Spring/Summer 2023. The main landing page for this book is https://doi.org/10.21061/vcegardener

HTML/Pressbooks: ISBN 978-1-957213-47-7 https://pressbooks.lib.vt.edu/emgtraining
PDF: ISBN 978-1-957213-48-4
Print (paperback): ISBN 978-1-957213-42-2 [Forthcoming]
ePub: ISBN 978-1-957213-49-1

Table of Contents
1. Botany
2. Soils and Nutrient Management
3. Entomology
4. Plant Pathology
5. Abiotic Stress Effects on Plant Growth and Development
6. Diagnosing Plant Damage
7. Integrated Pest Management and Pesticide Safety
8. Plant Propagation
9. The Vegetable Garden
10. Fruits in the Home Garden
11. Lawns
12. Indoor Plants
13. Woody Landscape Plants
14. Pruning
15. Herbaceous Landscape Plants
16. Landscape Design
17. Water Quality and Conservation
18. Habitat Gardening for Wildlife
19. Virginia Native Plants

About Virginia Cooperative Extension
Virginia Cooperative Extension (VCE) is the outreach and engagement branch of Virginia Tech and Virginia State University, Virginia’s land-grant universities. Through VCE, Extension agents, specialists, and volunteers work to share knowledge and advance the wellbeing of all Virginians. This handbook serves as the main training text for new Extension Master Gardener volunteers.

If you are passionate about horticulture, environmental conservation, or gardening education, we invite you to join us by becoming an Extension Master Gardener at https://ext.vt.edu/lawn-garden/master-gardener/Become-a-Master-Gardener.html.

Are you a professor reviewing or adopting this book for a course?
https://bit.ly/interest-vcegardener Instructors adopting or reviewing this text are encouraged to record their use on this form. This helps the book's sponsors to understand this open textbook's impact.

Suggested Citation
Virginia Cooperative Extension (2023). Virginia Cooperative Extension Gardener Handbook. Blacksburg: Virginia Cooperative Extension. https://doi.org/10.21061/vcegardener. Licensed with CC BY-NC-SA 4.0.

Accessibility Statement
Virginia Tech Publishing is committed to making its publications accessible in accordance with the Americans with Disabilities Act of 1990. The Pressbooks (HTML) and ePub versions of this text are tagged structurally and include alternative text, which allows for machine readability.

Report an Error: https://bit.ly/report-error-vcegardener
View Errata: https://bit.ly/errata-vcegardener
Tell us how you found the book: https://bit.ly/interest-vcegardener

Acknowledgments
This version of the Virginia Extension Gardener Handbook was made possible in part by financial and technical support from the Open Education Initiative at the University Libraries. Additional financial support was provided by the Virginia Tech School of Plant and Environmental Sciences.

Thank you to contributors and editors of this handbook:
• Kathleen Reed (2022 project advisor, editor, and contributor)
• Devon Johnson (2022 project manager and image author)
• Kindred Grey (2022 image author and Pressbooks formatting)
• Stacey Morgan Smith (2022 handbook editor)
• Emma Freeborn (2022 alt text and editorial assistance)
• Anita Walz and the Virginia Tech Publishing team (2022)
• The 2021/22 Handbook Review Team: Barb Wilson, Beth Kirby, Carol King, Courtney Soria, Doug Levin, Elaine Mills, Elizabeth Brown, Fern Campbell, JC Gardner , Jim Revell, Khosro Aminpour, Maraea Harris, Margaret Brown, Meagan Shelley, Melanie Thompson, Michael Cole, Mimi Rosenthal, Nancy Brooks, Nancy Butler, Patricia Lust, Ralph Morini, Sabrina Morelli, Shawn Jadrnicek, Sherry Kern, Stacey Morgan Smith, Susan Dudley, Susan Perry, Wendy Silverman and all other volunteers who contributed.

Previous versions:
• Dave Close, State Coordinator, VCE Master Gardener Program & Consumer Horticulture Specialist (2015 project advisor)
• John Freeborn, Assistant State Coordinator, VCE-MG Program (2015 editor)
• Sue Edwards (2015 editorial assistant)
• Diane Relf, Retired Extension Specialist, Environmental Horticulture (original compilation, revision, and editing)
• Judith Schwab (original compilation, revision, and editing)
• Elissa Steeves (original compilation, revision, and editing)
• R. Peter Madsen (original compilation, revision, and editing)
• Virginia Nathan (original compilation, revision, and editing)
Thank you to the many Extension Master Gardener volunteers and agents who have contributed feedback or made suggestions for this handbook over the years. Thanks also to the original contributors, including the Northern Virginia Master Gardeners, the Utah Cooperative Extension Service, and the Georgia Cooperative Service for use of their handbook material and the Texas Agricultural Extension Service and N.C. State for the use of their revised and expanded versions of this handbook (circa 2009). According to the 2009 version of this handbook, “material was taken from many Extension publications written in Virginia and other states.” We have worked to identify, rewrite, and attribute this content.

The original edition of the Virginia Master Gardener Handbook was printed January 1985. The handbook was revised January 1986, January 1987, July 1990, November 1994, December 1999, July 2009, and December 2015.

Disclaimer: This work may contain components (e.g., illustrations or quotations) not covered by the license. Every effort has been made to clearly identify these components but ultimately it is your responsibility to independently evaluate the copyright status of any work or component part of a work you use, in light of your intended use. Please check the references at the end of each chapter before redistributing.

Subject:
Botany
Life Science
Material Type:
Reading
Student Guide
Textbook
Provider:
Virginia Tech
Provider Set:
VTech Works
Author:
Virginia Cooperative Extension
Date Added:
03/15/2023
What Comes After Mass Extinctions?
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Extinction is a fact of modern life. Humanity's relentless encroachment on the wilderness has marred the diversity of life with conspicuous gaps where the Tasmanian tiger, the Passenger Pigeon, the Ivory-billed Woodpecker, and countless others used to be. As these extinctions accumulate, the Earth inches closer and closer to its sixth mass extinction. We are all too familiar with the concept of mass extinction - a disaster strikes and sets off a chain of events that result in a massive die-off. But you may not have considered what comes next: what happens to surviving species in the wake of a massive extinction event? Recent research suggests that mass extinctions shake up life on Earth in surprising ways.

Subject:
Biology
Life Science
Material Type:
Diagram/Illustration
Reading
Provider:
University of California Museum of Paleontology
Provider Set:
Understanding Evolution
Date Added:
09/01/2012
What is replication?
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Replications are inevitably different from the original studies. How do we decide whether something is a replication? The answer shifts the conception of replication from a boring, uncreative, housekeeping activity to an exciting, generative, vital contributor to research progress.

Subject:
Applied Science
Life Science
Physical Science
Social Science
Material Type:
Reading
Provider:
Center for Open Science
Author:
Brian A. Nosek
Timothy M. Errington
Date Added:
09/10/2019
When Fighting Leukemia, Evolutionary History Matters
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In the next few months, college students across the country will be offered the chance to save a life by swabbing cells from the insides of their cheeks and registering as a potential marrow donor with Be The Match The Give A Spit About Cancer campaign, which launched in October, helps college students organize marrow donor registry drives. The cells collected in these drives are used to figure out who might be able to donate marrow or blood stem cells to a patient with a life-threatening disease like leukemia. While ethnicity is irrelevant to most medical procedures, marrow and blood stem cell transplants are an exception to this rule.

Subject:
Biology
Life Science
Material Type:
Diagram/Illustration
Reading
Provider:
University of California Museum of Paleontology
Provider Set:
Understanding Evolution
Date Added:
12/01/2011
Writing a Data Management Plan for Grant Applications
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A class covering the basics of writing a successful data management plan for federal funding agencies such as the NEH, NSF, NIH, NASA, and others.

Subject:
Applied Science
Life Science
Physical Science
Social Science
Material Type:
Activity/Lab
Provider:
New York University
Author:
Nick Wolf
Vicky Steeves
Date Added:
01/06/2020
an antibiotic that Exploits Evolutionary History
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This month, the World Health Organization announced that tuberculosis cases are on the decline for the first time in at least 20 years. We seem finally to be winning what has been a very long battle. Tuberculosis bacteria have been attacking us since modern humans began to migrate out of Africa around 40,000 years ago. If you enjoy classic literature, you'll be familiar with the cough, fever, and weight loss of consumption (the old-fashioned term for tuberculosis), which used to be a near certain death sentence. That changed when the aminoglycoside antibiotic streptomycin was discovered in 1943.

Subject:
Biology
Life Science
Material Type:
Diagram/Illustration
Reading
Provider:
University of California Museum of Paleontology
Provider Set:
Understanding Evolution
Date Added:
10/01/2011