The popularity of the anti-vax movement in the United States and elsewhere is the cause of new lethal epidemics of diseases that are fully preventable by modern medicine [Benecke and DeYoung, 2019]. Creationism creeps into science classrooms with the aim of undermining the teaching of evolution through legal obligations or school boards’ decisions to present both sides of a debate largely foreign to the scientific community [Taylor, 2017]. And one simply has to turn on the TV and watch so-called science channels to be bombarded with aliens, ghosts, cryptids and miracles as though they are
A team of experts from five institutions (University of Minnesota, Adler Planetarium, University of Wyoming, Colorado State University, and UC San Diego) links field-based and online analysis capabilities to support citizen science, focusing on three research areas (cell biology, ecology, and astronomy). The project builds on Zooniverse and CitSci.org, leverages the NSF Science Gateways Community Institute, and enhances the quality of citizen science and the experience of its participants.
This project creates an integrated Citizen Science Cyberinfrastructure (CSCI) framework that expands the capacity of research communities across several disciplines to use citizen science as a suitable and sustainable research methodology. CSCI produces three improvements to the infrastructure for citizen science already provided by Zooniverse and CitSci.org:
Combining Modes - connecting the process of data collection and analysis;
Smart Assignment - improving the assignment of tasks during analysis; and
New Data Models - exploring the Data-as-Subject model. By treating time series data as data, this model removes the need to create images for classification and facilitates more complex workflows. These improvements are motivated and investigated through three distinct scientific cases:
Biomedicine (3D Morphology of Cell Nucleus). Currently, Zooniverse 'Etch-a-Cell' volunteers provide annotations of cellular components in images from high-resolution microscopy, where a single cell provides a stack containing thousands of sliced images. The Smart Task Assignment capability incorporates this information, so volunteers are not shown each image in a stack where machines or other volunteers have already evaluated some subset of data.
Ecology (Identifying Individual Animals). When monitoring wide-ranging wildlife populations, identification of individual animals is needed for robust estimates of population sizes and trends. This use case combines field collection and data analysis with deep learning to improve results.
Astronomy (Characterizing Lightcurves). Astronomical time series data reveal a variety of behaviors, such as stellar flares or planetary transits. The existing Zooniverse data model requires classification of individual images before aggregation of results and transformation back to refer to the original data. By using the Data-as-Subject model and the Smart Task Assignment capability, volunteers will be able to scan through the entire time series in a machine-aided manner to determine specific light curve characteristics.
The team explores the use of recurrent neural networks (RNNs) to determine automated learning architectures best suited to the projects. Of particular interest is how the degree to which neighboring subjects are coupled affects performance. The integration of existing tools, which is based on application programming interfaces (APIs), also facilitates further tool integration. The effort creates a citizen science framework that directly advances knowledge for three science use cases in biomedicine, ecology, and astronomy, and combines field-collected data with data analysis. This has the ability to solve key problems in the individual applications, as well as benefiting the research of the dozens of projects on the Zooniverse platform. It provides benefits to researchers using citizen scientists, and to the nearly 1.6 million citizen scientists themselves.
This award by the Office of Advanced Cyberinfrastructure is jointly supported by the Division of Research on Learning in Formal and Informal Settings, within the NSF Directorate for Education and Human Resources.
This project is funded by the National Science Foundation's (NSF's) Advancing Informal STEM Learning (AISL) program, which supports innovative research, approaches, and resources for use in a variety of learning settings.
In 2010 EarthSky Communications Inc. was awarded a broad implementation grant from the National Science Foundation (NSF) entitled Proyecto de Implementacion Amplia EarthSky en Español (EarthSky in Spanish Broad Implementation Project). In partnership with the Spanish media company Univision Communications Inc. and a national Advisory Committee of Hispanic scientists, educators, and media experts, EarthSky proposed to present science information and scientist interviews to Spanish-preferring U.S. Hispanics via short video programs distributed on television and the Internet. Under the Broad
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TEAM MEMBERS:
Knight Williams Inc.Valerie Knight-WilliamsDeborah ByrdRachel TeelDivan WilliamsRoxana HernandezEric AndersonGabriel SimmonsSauleh Rahbari
This poster was presented at the 2014 AISL PI Meeting. It describes the radio and stage storytelling programs undertaken by the Center for Chemical Evolution, a CCI jointly funded by NSF and NASA.
Soundprint Media Center is producing a series of 13 public radio documentaries entitled Exploring Space Science. The series will target a range of audiences: public radio listeners; listeners to radio reading services; visitors to planetariums, public libraries, and museums; teachers seeking additional information for core science subjects; and the parents and students who visit space science education centers. The programs will survey scientific inquiry into and from space. The series will include the architectures of the universe, the origins of the planets, global climate and atmospheric changes, and microgravity's effect on the human biomedical systems. A range of science will be covered including astrophysics, astronomy, planetary science, space policy, climatology and earth science, biomedical science, and the history of science.
The Chedd-Angier Production Company is requesting support for the long-standing, highly acclaimed PBS series, "Scientific American Frontiers," now in its 13th season. Alan Alda hosts the program. NSF funds will leverage existing PBS support and expand the series from five to six programs and increase the scope and depth of the science covered in each program. Topics in the new season cover a broad range of disciplines including cutting edge scientific efforts in cosmology, anthropology, global warming, brain research, obesity and weight loss, and hydrogen fuel cell research. The funds will also be used to expand the "Frontiers" web site and raise the visibility of the program by enhancing the promotional campaign. These efforts will aim to improve the value of the series to science teachers as well as to the general audience. Formative evaluation will be undertaken by Multimedia Research; summative evaluation, by Knight-Williams Research Communications.