The HMCS Yukon is a 366 ft. long former Canadian warship that was sunk in about 100 ft. of water off the coast of San Diego, California ( 32.7800, -117.2853) in 2000 to act as an artificial reef. The first scientific study of the marine life on the Yukon was done in 2005 by the San Diego Oceans Foundation and Dr. Ed Parnell of Scripps Institution of Oceanography. This study will document the current changes in the marine biodiversity that has colonized the shipwreck since the previous study. High resolution cameras and iNaturalist , a citizen science app which is maintained by the California
This INSPIRE award is partially funded by the Cyber-Human Systems Program in the Division of Information and Intelligent Systems in the Directorate for Computer Science and Engineering, the Gravitational Physics Program in the Division of Physics in the Directorate for Mathematical and Physical Sciences, and the Office of Integrative Activities.
This innovative project will develop a citizen science system to support the Advanced Laser Interferometer Gravitational wave Observatory (aLIGO), the most complicated experiment ever undertaken in gravitational physics. Before the end of this decade it will open up the window of gravitational wave observations on the Universe. However, the high detector sensitivity needed for astrophysical discoveries makes aLIGO very susceptible to noncosmic artifacts and noise that must be identified and separated from cosmic signals. Teaching computers to identify and morphologically classify these artifacts in detector data is exceedingly difficult. Human eyesight is a proven tool for classification, but the aLIGO data streams from approximately 30,000 sensors and monitors easily overwhelm a single human. This research will address these problems by coupling human classification with a machine learning model that learns from the citizen scientists and also guides how information is provided to participants. A novel feature of this system will be its reliance on volunteers to discover new glitch classes, not just use existing ones. The project includes research on the human-centered computing aspects of this sociocomputational system, and thus can inspire future citizen science projects that do not merely exploit the labor of volunteers but engage them as partners in scientific discovery. Therefore, the project will have substantial educational benefits for the volunteers, who will gain a good understanding on how science works, and will be a part of the excitement of opening up a new window on the universe.
This is an innovative, interdisciplinary collaboration between the existing LIGO, at the time it is being technically enhanced, and Zooniverse, which has fielded a workable crowdsourcing model, currently involving over a million people on 30 projects. The work will help aLIGO to quickly identify noise and artifacts in the science data stream, separating out legitimate astrophysical events, and allowing those events to be distributed to other observatories for more detailed source identification and study. This project will also build and evaluate an interface between machine learning and human learning that will itself be an advance on current methods. It can be depicted as a loop: (1) By sifting through enormous amounts of aLIGO data, the citizen scientists will produce a robust "gold standard" glitch dataset that can be used to seed and train machine learning algorithms that will aid in the identification task. (2) The machine learning protocols that select and classify glitch events will be developed to maximize the potential of the citizen scientists by organizing and passing the data to them in more effective ways. The project will experiment with the task design and workflow organization (leveraging previous Zooniverse experience) to build a system that takes advantage of the distinctive strengths of the machines (ability to process large amounts of data systematically) and the humans (ability to identify patterns and spot discrepancies), and then using the model to enable high quality aLIGO detector characterization and gravitational wave searches
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TEAM MEMBERS:
Vassiliki KalogeraAggelos KatsaggelosKevin CrowstonLaura TrouilleJoshua SmithShane LarsonLaura Whyte
The Adler Planetarium, Johns Hopkins University, and Southern Illinois University-Edwardsville are investigating the potential of online citizen science projects to broaden the pool of volunteers who participate in analysis and investigation of digital data and to deepen volunteers' engagement in scientific inquiry. The Investigating Audience Engagement with Citizen Science project is administering surveys and conducting case studies to identify factors that lead volunteers to engage in the astronomy-focused Galaxy Zoo project and its Zooniverse extensions. The project is (1) identifying volunteers' motivations for joining and staying involved, (2) determining factors that influence volunteers' movement from lower to higher levels of involvement, and (3) designing features that influence volunteer involvement. The project's research findings will help informal science educators and scientists refine existing citizen science programs and develop new ones that maximize volunteer engagement, improve the user experience, and build a more scientifically literate public.
The Yellowstone Altai-Sayan Project (YASP) brings together student and professional researchers with Indigenous communities in domestic (intermountain western U.S.) and international (northwest Mongolian) settings. Supported by a National Science Foundation grant, MSU and tribal college student participants performed research projects in their home communities (including Crow, Northern Cheyenne, Fort Peck Assiniboine & Sioux, and Fort Berthold Mandan, Hidatsa and Sahnish) during spring semester 2016. In the spirit of reciprocity, these projects were then offered in comparative research contexts during summer 2016, working with Indigenous researchers and herder (semi-nomadic) communities in the Darhad Valley of northwestern Mongolia, where our partner organization, BioRegions International, has worked since 1998. In both places, Indigenous Research Methodologies and a complementary approach called Holistic Management guided how and what research was performed, and were in turn enriched by Mongolian research methodologies. Ongoing conversations with community members inspire the research questions, methods of data collection, as well as how and what is disseminated, and to whom. The Project represents an ongoing relationship with and between Indigenous communities in two comparable bioregions*: the Big Sky of the Greater Yellowstone Ecosystem, and the Eternal Blue Sky of Northern Mongolia.
*A ‘bioregion’ encompasses landscapes, natural processes and human elements as equal parts of the whole (see http://bioregions.org/).
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TEAM MEMBERS:
Kristin RuppelClifford MontagneLisa Lone Fight
In reflecting on what Pathway to Biotrails (“Biotrails”) learned about informal science learning, it is clear in hindsight that the project evolved into an exploration of how the important new technology of DNA-assisted species identification (“DNA barcoding”) might add value to learning in a variety of models for citizen science participant engagement. This was not the project’s initial design. But it seems to me that this “evolved” design was particularly appropriate for an exploratory, Pathways project focused on increasing our understanding of how a groundbreaking new technology might
People of color who live in low income, urban communities experience lower levels of educational attainment than whites and continue to be underrepresented in science at all educational and professional levels. It is widely accepted that this underrepresentation in science is related, not only to processes of historical exclusion and racism, but to how science is commonly taught and that investigating authentic, relevant science questions can improve engagement and learning of underrepresented students. Approaching science in these ways, however, requires new teaching practices, including ways of relating cross-culturally. In addition to inequity in science and broader educational outcomes, people of color from low income, urban communities experience high rates of certain health problems that can be directly or indirectly linked to mosquitoes. Recognizing that undertaking public health research and preventative outreach efforts in these communities is challenging, there is a critical need for an innovative approach that leverages local youth resources for epidemiological inquiry and education. Such an approach would motivate the pursuit of science among historically-excluded youth while, additionally, involving pre-service, in-service, and informal educators in joint participatory inquiry structured around opportunities to learn and practice authentic, ambitious science teaching and learning.
Our long-term goal is to interrupt the reproduction of educational and health disparities in a low-income, urban context and to support historically-excluded youth in their trajectories toward science. This will be accomplished through the overall objective of this project to promote authentic science, ambitious teaching, and an orientation to science pursuits among elementary students participating in a university-school-community partnership promise program, through inquiry focused on mosquitoes and human health. The following specific aims will be pursued in support of the objective:
1. Historically-excluded youth will develop authentic science knowledge, skills, and dispositions, as well as curiosity, interest, and positive identification with science, and motivation for continued science study by participating in a scientific community and engaging in the activities and discourses of the discipline. Teams of students and educators will engage in community-based participatory research aimed at assessing and responding to health and well-being issues that are linked to mosquitoes in urban, low-income communities. In addition, the study of mosquitoes will engage student curiosity and interest, enhance their positive identification with science, and motivate their continued study.
2. Informal and formal science educators will demonstrate competence in authentic and ambitious science teaching and model an affirming orientation toward cultural diversity in science. Pre-service, in-service, and informal educators will participate in courses and summer institutes where they will be exposed to ambitious teaching practices and gain proficiency, through reflective processes such as video study, in adapting traditional science curricula to authentic science goals that meet the needs of historically excluded youth.
3. Residents in the community will display more accurate understandings and transformed practices with respect to mosquitoes in the urban ecosystem in service of enhanced health and well-being. Residents will learn from an array of youth-produced, culturally responsive educational materials that will be part of an ongoing outreach and prevention campaign to raise community awareness of the interplay between humans and mosquitoes.
These outcomes are expected to have an important positive impact because they have potential for improving both immediate and long-term educational and health outcomes of youth and other residents in a low-income, urban community.
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TEAM MEMBERS:
Katherine Richardson BrunaLyric Colleen Bartholomay
San Francisco Health Investigators (SF HI), developed and led by the Science & Health Education Partnership at UC San Francisco, will use a community-based participatory research model to provide authentic research experiences for high school students, the majority from backgrounds underrepresented in the sciences.
SF HI will:
1) Develop a community of high school Student Researchers who will conduct research into health issues in their communities, study how adolescents respond to health messages, create new health messages informed by this research, and study the broader impacts of the materials they develop.
2) Partner with educational researchers to research the effects of SF HI on the high school student participants and the impact of the materials on the broader community.
3) Disseminate those materials shown to have the greatest impact nationally.
4) Publish results on the public understanding and awareness of health issues in peer-reviewed journals and other forums to inform and advance the field of public health.
The SF HI model is designed to leverage students’ cultural and technological knowledge and their social capital in the role of Student Researchers as they study the awareness, knowledge and attitudes about current health issues in their communities. It will have a broad range of impacts. Over the course of the project, 100 urban public high school students will be immersed in research projects that have the potential to directly benefit the health of their communities. These Student Researchers will design health messages informed by their social, cultural, and community knowledge and by their research results. They will collectively survey more than 8,500 community members – their peers, neighbors, and attendees at public gatherings to assess the effectiveness of these materials. Student-developed materials will be distributed broadly via the web, high school and college wellness centers, the NIH SEPA community, and other networks – thus these materials have the potential to reach over 1.5 million adolescents and young adults over the life of the project.
Citizen science refers to partnerships between volunteers and scientists that answer real world questions. The target audiences in this project are middle and high school teachers and their students in a broad range of settings: two urban districts, an inner-ring suburb, and three rural districts. The project utilizes existing citizen science programs as springboards for professional development for teachers during an intensive summer workshop. The project curriculum helps teachers use student participation in citizen science to engage them in the full complement of science practices; from asking questions, to conducting independent research, to sharing findings. Through district professional learning communities (PLCs), teachers work with district and project staff to support and demonstrate project implementation. As students and their teachers engage in project activities, the project team is addressing two key research questions: 1) What is the nature of instructional practices that promote student engagement in the process of science?, and 2) How does this engagement influence student learning, with special attention to the benefits of engaging in research presentations in public, high profile venues? Key contributions of the project are stronger connections between a) ecology-based citizen science programs, STEM curriculum, and students' lives and b) science learning and disciplinary literacy in reading, writing and math.
Research design and analysis are focused on understanding how professional development that involves citizen science and independent investigations influences teachers' classroom practices and student learning. The research utilizes existing instruments to investigate teachers' classroom practices, and student engagement and cognitive activity: the Collaboratives for Excellence in Teacher Preparation and Classroom Observation Protocol, and Inquiring into Science Instruction Observation Protocol. These instruments are used in classroom observations of a stratified sample of classes whose students represent the diversity of the participating districts. Curriculum resources for each citizen science topic, cross-referenced to disciplinary content and practices of the NGSS, include 1) a bibliography (books, web links, relevant research articles); 2) lesson plans and student science journals addressing relevant science content and background on the project; and 3) short videos that help teachers introduce the projects and anchor a digital library to facilitate dissemination. Impacts beyond both the timeframe of the project and the approximately 160 teachers who will participate are supported by curriculum units that address NGSS life science topics, and wide dissemination of these materials in a variety of venues. The evaluation focuses on outcomes of and satisfaction with the summer workshop, classroom incorporation, PLCs, and student learning. It provides formative and summative findings based on qualitative and quantitative instruments, which, like those used for the research, have well-documented reliability and validity. These include the Science Teaching Efficacy Belief Instrument to assess teacher beliefs; the Reformed Teaching Observation Protocol to assess teacher practices; the Standards Assessment Inventory to assess PLC quality; and the Scientific Attitude Inventory to assess student attitudes towards science. Project deliverables include 1) curriculum resources that will support engagement in five existing citizen science projects that incorporate standards-based science content; 2) venues for student research presentations that can be duplicated in other settings; and 3) a compilation of teacher-adapted primary scientific research articles that will provide a model for promoting disciplinary literacy. The project engages 40 teachers per year and their students.
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TEAM MEMBERS:
Karen OberhauserMichele KoomenGillian RoehrigRobert BlairAndrea Lorek Strauss
The validity of citizen science conducted by community activists is often questioned because of the overt values that activists bring to their investigations. But value judgments are a necessary part of even the best academic science, and scientists whose findings suggest the need for policy action can learn from the example of citizen scientists. Communicating clearly about value judgments in science would give the public a better basis for distinguishing between responsible and irresponsible research on controversial issues.
SciGirls' (Season'Three) is a multimedia project that presents videos and games designed to engage and educate millions of children about citizen science. Multimedia Research, an independent evaluation group, implemented a summative evaluation that assessed a model of citizen science engagement and education that examined the contribution of SciGirls multimedia to preteen girls' experience of citizen science.
Our goal is to attempt the identification of Sevengill sharks (Notorynchus cepedianus) that may be returning to San Diego from year-to-year, using the pattern recognition algorithm provided in ‘Wildbook,’ a web-based application for wildlife data management, designed by Jason Holmberg. 'Wildbook' which has been successfully used to ID Whale Sharks (Rhincodon typus ) by their spotting patterns.
Sevengill sharks (Notorynchus cepedianus), are currently listed as Data deficient (DD) on the IUCN Red List: "This assessment is based on the information published in the 2005 shark status survey (Fowler et al. 2005).
Learning to See, Seeing to Learn: A Sociotechnical System Supporting Taxonomic Identification Activities in Volunteer-Based Water Quality Biomonitoring is an Innovations in Development proposal to further develop and study a cyber-enhanced informal learning environment to support observational practices and classification skills in a citizen science context. In particular, we focus on the taxonomic ID bottleneck that hampers the acquisition of high-caliber biotic data needed for volunteer-based water quality monitoring efforts.