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 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
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
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).
The project is supported under the NSF Science, Engineering and Education for Sustainability Fellows (SEES Fellows) program, with the goal of helping to enable discoveries needed to inform actions that lead to environmental, energy and societal sustainability while creating the necessary workforce to address these challenges. Sustainability science is an emerging field that addresses the challenges of meeting human needs without harm to the environment, and without sacrificing the ability of future generations to meet their needs. A strong scientific workforce requires individuals educated and trained in interdisciplinary research and thinking, especially in the area of sustainability science. With the SEES Fellowship support, this project will enable a promising early career researcher to establish herself in an independent research career related to sustainability. This project builds upon Resiliency Theory and theories of applied community participation to explore two specific contexts of participatory communication (i.e., processes of collective learning and shared meaning) at the science-society interface: (1) adaptive co-management meetings in New Mexico and Oklahoma, and (2) existing education efforts by drought scientists at two Great Plains universities (Oklahoma State University and University of Nebraska-Lincoln). A mixed methods approach (including, household surveys, oral histories, key informant interviews, and pilot tests) will model community-partnership capacity for drought adaptation in Cimarron (OK) and Union (NM) Counties, and assess the impact of community-academic partnerships on drought literacy and adaptive capacity across the Great Plains. Research in adaptive co-management meetings and interactive media (as contexts for participatory communication between scientists and citizens) provides the context for innovative case study research on the role of public communication about science in community drought adaptation.
Collaboration in case study research with Host Mentor Vadjunec and outreach efforts with Partner Institution Mentor Thomas (UNL) offers a unique opportunity to research the intersections of participatory communication and scientific literacy about the human and climatic drivers of extreme drought. The core research questions addressed by this proposal are, (1) What formal and informal pathways, players, and partnerships exist for participatory communication between scientists and citizens about drought vulnerability and adaptation, (2) How does communication about drought risk and recovery inform the effective diffusion and translation of drought literacy efforts in the Great Plains, and (3) How can we design forums and spaces for sustained interaction (i.e., engagement and collective learning) between stakeholders involved in adaptive drought communication? The project objectives uniquely related to advancing research at the intersections of sustainability science and education are, (1) to identify dimensions of community and partnership capacity for drought education and pathways of adaptive drought communication across scales, (2) to advance dynamic participatory models which assist in the adaptive co-management of water resources in local communities (i.e., increasing citizen-science dialogue, mobilizing community leaders, and fostering the drought education partnerships), and (3) to design and measure the success of drought literacy efforts based on inputs from sustainability scientists at various stages of community decision-making. The adaptive drought co-management workshops in NM and OK provide spaces for stakeholder interaction, which may lead to new approaches, innovations, and learning outcomes for communities in those regions. Outreach partnerships with UNL maximize dissemination of user-friendly and culturally-relevant drought outreach products, including a project website to consolidate scientific knowledge about drought in the Great Plains and interactive media templates. Interdisciplinary collaborations and research findings will inform efforts in academic community partnerships for sustainable practices across many NSF-supported disciplines.
This media and research project will develop and study the use of new media, broadcast television, and social networks to introduce Citizen Science to a national audience, and motivate their direct involvement and participation. Project deliverables will include: four nationally-distributed public TV programs hosted by Waleed Abdalati, Director of CIREs at the University of Boulder and former NASA Chief Scientist; online videos for training and outreach of citizen science partners; digital engagement via social media; and a custom-designed application ('2nd screen app') that enables users to obtain additional informational content, share information, and connect with other viewers. The evaluation and research study will build new knowledge on how these deliverables can motivate the public to become citizen science participants. The investigators estimate the four television programs will reach approximately 80% of U.S. television households. In addition, videos and other content will be distributed through channels such as iTunes, Hulu, Netflix, and social media. Target audiences will include the general public, citizen science activists, and professional scientists. Underrepresented groups will be reached through special Google Hangouts, and professional societies such as SACNAS and AGU. The research components of the project will provide evidence on how traditional researchers respond to citizen science, and explore the deliverables' use as recruitment tools for citizen science projects and impacts on viewers' attitudes, behaviors, and skills related to citizen science. Data will be collected from multiple sources, including online surveys, in-person focus groups, and analyses of users' online postings. Retrospective surveys will be administered to explore changes in behavior regarding whether respondents have increased their interaction with professional scientists, or participated in citizen science initiatives. A quasi-experimental study will be conducted to assess the value added by the 2nd screen app.
The Cyberlearning and Future Learning Technologies Program funds efforts that support envisioning the future of learning technologies and advancing what we know about how people learn in technology-rich environments. Development and Implementation (DIP) Projects build on proof-of-concept work that shows the possibilities of the proposed new type of learning technology, and PI teams build and refine a minimally-viable example of their proposed innovation that allows them to understand how such technology should be designed and used in the future and that allows them to answer questions about how people learn, how to foster or assess learning, and/or how to design for learning. This project team aims to explore how to foster learning in socially-networked communities, particularly learning that results in behavior change. Understanding how to foster such learning could have a wide variety of societal impacts, e.g., better fostering science, engineering, mathematical, or design thinking in school or college or on the job, fostering healthy behaviors, helping teens develop pro-social behaviors, and helping people learn to make environmentally-friendly choices as they live their lives. In previous work, this team has developed YardMap, an infrastructure for citizen science that brings together retired adults who are interested in planting and managing their yards in environmentally-friendly ways. YardMap enables social interactions and shared creation of virtual worlds in which participants can try out different ways of managing their yards and see what the downstream effects will be. They also track and display their changing practices and actual yards in ways that are visible to others. YardMap is used by many thousands of participants. In this project, the team is taking YardMap to the next level, using what is known about how people learn and come to change their behaviors to design and refine ways to more directly support individuals in critiquing and improving their behaviors and designs for the common good. What can be learned from the new YardMap will be useful in other fields that focus on helping people change their behaviors in productive ways. The PIs seek to explore how people learn and how to foster learning in socially-networked citizen science communities. Their research addresses how learning happens, how to foster learning, how to design to increase social activity, and how increased interaction with others elevates interest, generates knowledge, and leads to behavior change. Their technological innovation, an infrastructure for citizen science that fosters behavior change, builds on YardMap, an existing infrastructure for citizen science around environmental issues that allows collective data collection and analysis and supports interactive graphing and mapping. Participants design and refine ways of managing their yards in ways that take into account environmental concerns. YardMap enables social interaction and co-creation of a set of virtual worlds for trying out new ideas; learners who are part of the community interact with others in the community, create and refine virtual worlds together, interact with things in the virtual world, manipulate those worlds and collect and analyze data about outcomes, and discuss visual objects that represent real things and practices. As well, individuals track and display their changing practices and actual yards in ways that are visible to others. YardMap can be thought of as a maker movement community focused on yard maintenance; like other maker communities, it encourages participants to create, share and discuss new inventions and practices in a social-networked community setting. Using both what is known about learning in communities and what is known about social drivers of interaction, the team is is extending YardMap to focus on fostering learning and investigating the relationships between learning and behavior change and the influences each has on the other. Much will be learned about how to use social interactions in positive ways to help individuals become more comfortable with behaviors they need to or should take on for health, civic, or educational reasons. What is learned and the technological infrastructure that is created will be directly applicable to other situations where individual behavior changes are needed for change to happen in a social system (e.g., environmental action, changing the culture of an organization, changing norms in a community, perhaps even creating learning communities in formal on-line courses).
This project will research factors influencing the implementation of programs designed to increase diverse participation in informal science. The goal is to provide the informal science education field with information and tools that will help them design effective programs that more effectively engage a broad range of diverse audiences. The project has two major components. First, the project will research the implementation of a citizen science project, Celebrate Urban Birds (CUB), in major U.S. cities. Citizen science projects involve public volunteers in gathering scientifically valid data as part of ongoing research. Second, building on results of the research, the project will launch a website and learning community (called a Community of Practice or CoP) supporting informal science educators that are involved in designing and implementing informal science programs with an emphasis on engaging diverse participants. The project will be lead by the Cornell Lab of Ornithology (CLO), a leader in designing and researching citizen science projects, in collaboration with the Association of Science-Technology Centers (ASTC) and five science center members of ASTC, where the CUB program will be implemented and researched. The objective of the research is to better understand contextual factors and how they impact implementation even when accepted practices are followed. Such research is key not only to revealing accepted practices but also to understanding how projects are implemented in the face of concrete operational, cultural, economic, and demographic variables. The research will use a comparative case study approach, which is designed for studies requiring holistic, in-depth investigation. The development of the website and the CoP will be guided by a Network Improvement Strategy, a research-based approach to designing educational CoPs. The development of the CoP will involve the project stakeholders including the informal science organization practitioners, community organization representatives, CUB staff, ASTC staff, advisors and consultants. This strategy will allow the project team and pilot sites to leverage their diverse experiences and skill sets to improve practice; provide space for researchers and practitioners to work together as partners; and develop a nuanced set of strategies that can be implemented across a variety of organizational contexts.
COASSTal Communities of Science is a citizen-science project whose goal is to increase the scientific and educational reach of a highly successful, action-oriented and rigorous citizen science program - the Coastal Observation And Seabird Survey Team (COASST), by adding a new data module on marine debris that will feature innovative technological approaches including mobile apps and web-based crowdsourcing. The marine debris module will complement an existing module on beached birds, allowing COASST to more completely assess coastal environmental health. For instance, marine debris data, focused particularly on issues of invasive species, harm to wildlife, and debris sourcing, will be immediately useful in marine science and resource management. Once designed and vetted by professional scientists and science educators, the new module will be implemented by citizen scientists in over 100 in-community trainings conducted throughout the COASST geographic range, from northern California to the coast of Alaska, including remote coastal communities with limited access to scientific information. Over 1,000 new participants will join the program, bringing the total number of active volunteers to 2,000 within the 4 years of the project. A complementary social science research component will advance the field of informal STEM learning by focusing on the factors facilitating recruitment and especially retention in citizen science projects, using COASST as a model. The current models of science learning in informal contexts will be extended by bringing them together with conceptual approaches to the development of interest, communities of practice, and activity theory. Research will specifically focus on differences in individual motivation to join COASST; follow participants as they enter the program and eventually become central members of the COASST community of practice; and assess the degree to which individual, programmatic and socio-cultural factors contribute to participant retention. A linked independent evaluation will assess the depth of learning individuals experience as a function the training and materials they receive, and amount and type of data they collect. Both research and evaluation components will utilize pre/post surveys, interviews, and longitudinal journaling.
Arizona State University will develop new features for its SciStarter website that will expand participation in citizen science and provide rich data for researching the nature of and impacts of citizen science participation. SciStarter is a popular online citizen science hotspot featuring more than 850 searchable citizen science projects, added by researchers and project owners, and serving over 35,000 citizen scientists. The project will develop new features to add to the current website that will enable participants to explore hundreds of citizen science projects and select projects of most interest to them, track their participation, and connect to people and projects they are interested in. The expanded website will also provide rich data that will help citizen science projects evaluate their programs and that will rich data for researchers to investigate the nature of citizen science participation. The website will be widely accessible to the public through partnerships with Discover Magazine, the Citizen Science Association, and other partners. The SciStarter website will develop additional features to expand citizen science participation and to research the nature and impacts of participation. The expanded features will include: (1) an integrated registration for participants to more easily engage in one or multiple citizen science projects, across platforms; (2) GIS implementation for project owners to define the geographic boundaries of projects so participants can find them more easily; and (3) an online, personal dashboard for participants to track their projects, participation, and contributions to science, share and save data, record interests in projects, create profiles, and find people and projects of interest to them. These new features will create opportunities for future research concerning: (1) understanding how citizen scientists use the site and how it responds to their needs and interests, and (2) understanding why, how, and with what impacts citizen scientists participate in research. The project will support the overall strategy of the Advancing Informal STEM Learning Program to enhance learning in informal environments through the funding of innovative resources through a variety of settings. This includes providing multiple pathways for broadening access to and engagement in STEM learning experiences, advancing innovative research on and assessment of STEM learning in informal environments, and developing understandings of deeper learning by participants.