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
DATE:
-
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 HOWL science team set out to analyze the quality of the Hofmann Forest’s watershed in order to understand the Hofmann’s place in the coastal ecosystem as a whole and how its quality would affect the surrounding human and ecological community. However, we realized quickly that we would need help collecting hundreds of stream water samples and observations, and so we partnered with the Izaak Walton League to help us contact and get local community members involved in such an overwhelming task. Local volunteers will not only help collect samples for this large-scale citizen science project, but will also help us try out some new equipment for water sampling and testing. And so, along with your help, the HOWL Project will:
Gain knowledge of water quality, and quantity, of the White Oak, New, and Trent Rivers in the Hofmann Forest in Eastern NC.
Demonstrate the feasibility of using low-cost analytical equipment for water quality testing.
Increase understanding of North Carolina’s rapidly changing coast due to the threats of sea-level rise, deforestation, agricultural expansion, and new substantial developments.
DATE:
-
TEAM MEMBERS:
Meredith HovisFrederick CubbageMadhusudan KattiKathleen McGinley
Summary brief describing findings from summative evaluation for the Marcellus Citizen Science Network component of the Marcellus Matters: EASE project.
Summative evaluation of one of four pieces of the Marcellus Matters: EASE project. This study examined the effectiveness of a program developed to immerse adult learners in the processes of scientific research by teaching participants to locate and report orphan and abandoned natural gas wells.
Social studies in citizen science typically focus on existing project participants. We present results from an online survey of 1145 marine users to identify broader public interest in marine citizen science. Although we found considerable community interest, the most enthusiastic tended to have a higher education in science, were under 45 years old, primarily enjoyed SCUBA diving, and had contributed to scientific research in the past. The type of research organization involved in a project played a role in people's willingness to share information. The discourse of public participation in
DATE:
TEAM MEMBERS:
Victoria MartinLeslie ChristidisGretta Pecl
Public understanding of science and civic engagement on science issues that impact contemporary life matter more today than ever. From the Planned Parenthood controversy, to the Flint water crisis and the fluoridation debate, societal polarization about science issues has reached dramatic levels that present significant obstacles to public discussion and problem solving. This is happening, in part, because systems built to support science do not often reward open-minded thinking, inclusive dialogue, and moral responsibility regarding science issues. As a result, public faith in science
The Yellowstone Altai-Sayan Project (YASP) brings together student and professional researchers with Indigenous researchers and communities in domestic and international settings. 4 MSU and 2 tribal college student participants engaged research projects with their home communities in the western U.S.—Crow, Northern Cheyenne, Fort Peck Assiniboine & Sioux, Fort Berthold Mandan/Hidatsa/Arikara—and with Indigenous communities in Mongolia Research was initiated with home communities in spring 2016, and with Indigenous researchers and herder (seminomadic) communities in the Darhad Valley of
DATE:
TEAM MEMBERS:
Kristin RuppelCliff MontagneLisa Lone FightBadamgarav DovchinTaylor ElderCamaleigh Old CoyoteJoaquin Small-RodriguezEsther HallTillie StewartKendra Teague
One common barrier to STEM engagement by underserved and underrepresented communities is a feeling of disconnection from mainstream science. This project will involve citizen scientists in the collection, mapping, and interpretation of data from their local area with an eye to increasing STEM engagement in underrepresented communities. The idea behind this is that science needs to start at home, and be both accessible and inclusive. To facilitate this increased participation, the project will develop a network of stakeholders with interests in the science of coastal environments. Stakeholders will include members of coastal communities, academic and agency scientists, and citizen science groups, who will collectively and collaboratively create a web-based system to collect and view the collected and analyzed environmental information. Broader impacts include addressing the STEM barriers to those who reside in the coastal environment but who are underrepresented in STEM education, vocations and policy-making. These include tribal communities (racial and ethnic inclusion), fishery communities (inclusion of communities of practice), and rural communities without direct access to colleges or universities. This project will create a physical, a social, and a virtual, environment where all participants have an equal footing in the processes of "doing science" - the Coastal Almanac. The Almanac is simultaneously a network of individuals and organizations, and a web-based repository of coastal data collected through the auspices of the network. During the testing phase, the researchers will implement the "rules of engagement" through multiple interaction pathways in the growing Coastal Almanac network: increases in rigorous citizen science, development of specific community-scientist partnerships to collect and/or use Almanac data, development of K-12 programs to collect and/or use Almanac data. The proposed work will significantly scale up citizen science and community-based science programs on the West Coast, broadening participation by targeting members of coastal communities with limited access to mainstream science, including participants from non-STEM vocations, and Native Americans. The innovation of the Coastal Almanac is in allowing the process of deepening involvement in science, and through that process increasing agency of community members to be bona fide members of the science team, to evolve organically, in the manner dictated by community members and the situation, rather than a priori by the project team and mainstream science. The project has the potential in the long-term to increase participation in marine science education, workforce, and policy-making by underrepresented groups resident in the coastal environment. Contributions by project citizen scientists will also provide valuable data to mainstream science and to resource management efforts.
DATE:
-
TEAM MEMBERS:
Julia ParrishMarco HatchSelina Heppell
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/).
DATE:
-
TEAM MEMBERS:
Kristin RuppelClifford MontagneLisa Lone Fight
Finding inclusive approaches to broaden the participation of underrepresented communities in the sciences is the focus of this project. The team will create pathways for Native American students from the development of new partnerships between tribal communities and STEM institutions that promote the participation and inclusion of Native American scientists in the geosciences. Each partner brings a successful program, based on good practices from the research literature in improving outcomes for underrepresented students and scientists. Together, the researchers will create scientific collaborations that support a pipeline for Native American students from middle school through to graduate school and beyond. In addition, the project will work on building welcoming workplace climates for indigenous researchers within ?traditional Western? organizations. The approach will integrate indigenous and Western knowledge in research collaborations to create more creative, innovative, and culturally relevant science research programs.
This project, Integrating Indigenous and Western Knowledge to Transform Learning and Discovery in the Geosciences, uses the principles of collective impact to create new partnerships between tribal communities and STEM institutions that promote the participation and inclusion of Native American scientists in the geosciences. The project collaborators will more strongly integrate indigenous and Western knowledge into collectively-developed research projects. The project partners the Rising Voices: Collaborative Science for Climate Solutions (Rising Voices) and member tribal colleges and communities with Haskell Indian Nations University, the National Center for Atmospheric Research (NCAR), the University of Arizona?s Biosphere 2, and National Center for Atmospheric Research?s Significant Opportunities in Atmospheric Research and Science (SOARS) internship and Global Learning and Observation to Benefit the Environment (GLOBE) citizen science programs. Together, they will build research partnerships between Native American and traditional Western scientists, provide professional development for NCAR and Biosphere 2 scientists on how to engage appropriately with tribal communities, and provide pathways for NA students from middle school through college, to grad school and beyond. The project will connect community-based citizen science programs for middle- and high school youth with undergraduate programs at Haskell Indian Nations University and University of Arizona, and with summer research internship experiences for undergraduates and graduate students that address topics of interest across tribal communities, tribal college faculty, traditional science institutions, and community-based citizen science. This project also enhances the research capacity of all partners, and brings together diverse perspectives, which have been shown to lead to greater innovation, creativity, and higher impact research. The project has the potential to provide a tried and tested model for building similar partnerships at other institutions, including content and methods for professional development for mainstream scientists, ways to create more welcoming spaces for Native American students and scientists, promising practices for improving how research in the geosciences carried out, and an increase in the representation of Native American students and scientists in that vital research enterprise.