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penn state data commons penn state s source for data sharing discovery and archiving home about find data data discovery apps tools share data new data research gateways share data find data new data follow the outlined steps to share your data web based visualization capabilities to find data view a list of our most recently added data new data revisiting theories for the growth of single crystalline ice laboratory data and code to compute the crystal shape functions by jerry y harrington and gwenore f pokrifka this data set comprises individual time series data for crystals grown in the substrate crystal imaging chamber pokrifka et al 2025 along with surrogate time series data extracted from free fall chamber measurements takahashi et al 1991 skeletal age estimation transition analysis ta3 v1 0 by george r milner pi jesper l boldsen co pi stephen d ousley co pi a computer program ta3 v1 0 is developed to facilitate skeletal age estimation for forensic investigations personal identification and archaeological research paleodemography and paleoepidemiology spatially separate production of hydrogen oxides and nitric oxide in lightning by jena m jenkins and william h brune the atmosphere s most important oxidizer the hydroxyl radical oh is generated in abundance by lightning but the contribution of this electrically generated oh loh to global oh oxidation remains highly uncertain part of this uncertainty is due to the abundant nitric oxide no also generated in lightning which could rapidly remove the loh before it can oxidize other pollutants in the atmosphere information about strains in the penn state e coli reference center he penn state e coli reference center was established in 1967 and today with approximately 90 000 isolates serves as one of the largest collections of a single bacterial species this site is a resource for the scientific community providing documentation of isolates in the collection known metadata and genomic based resources for learning more about the strains announcements quick commons fact did you know the data commons is an initiative of the institute for computational and data sciences and the institue of energy and the environment learn more about the background of the data commons read more did you know the data commons also provides access to thousands of data sets from state local and federal agencies if your research requires access to datasets like these check out our core data page data include soils aerial photography land use land cover hydrology elevation conus weather data biodiversity data and more don t see what you need send us an email learn more want to know more about the data sharing process and how easy it is questions about your data management plan or creating metadata check out our share data page data commons support the data commons has been an institutional repository for penn state since 2005 we follow fair standards and are acknowledged by the research data alliance and scholarly journals contact us privacy and legal statements copyright information