The data sgp package provides an efficient means for organizing longitudinal (time dependent) student assessment data into statistical growth plots. It supports two common formats for this data, WIDE and LONG; in the WIDE format each case/row represents one student while its columns represent variables associated with that student at different times; the LONG format spreads time dependent variables across multiple rows per student. The package also includes example WIDE and LONG data sets (sgpData_WIDE and sgpData_LONG) to assist with setting up your own data set.
The core of the SGP observatory is its heavily instrumented Central Facility southeast of Lamont, Oklahoma, with many additional instruments scattered around the site. The instrumentation provides high quality atmospheric data that can be used for a variety of purposes, from single observation analyses to multi-observation process studies to assimilation into Earth system models. In addition to continuous observations, researchers supplement the SGP data by deploying guest instruments for field research campaigns or by requesting increases in the frequency of existing observations such as sonde launches.
Data sgp is designed to be straightforward to use and manage. Most problems that arise with the software usually revert back to data preparation issues so that there is considerable overlap between the steps of data preparation and analysis. In this way SGP has the potential to reduce the amount of time spent on data analysis by allowing users to concentrate on preparing data in the most straightforward manner possible.
SGP will not replace the need for other geochemical databases, but it will make it easier for researchers to access data and meta-data that would otherwise be difficult or impossible to accession without the incentive of a specific collaborative research project. This is important because it will help to ensure that these valuable data are available to future generations of Earth science researchers.
As a result, data sgp will provide an essential tool for archivists and other data curators who need to preserve data over the long term. The SGP team is also working to facilitate the archiving of SGP data in permanent repositories by developing software tools that will allow us to convert our data into a format that can be easily archived and stored using standard software programs.
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