Data SGP – The Southern Great Plains Observatory (SGP) is an atmospheric research facility located in north-central Oklahoma and south Kansas that measures clouds, aerosols, atmospheric processes and other environmental components to create accurate climate models of Earth’s climate system. This facility employs in situ and remote sensing instrument clusters which monitor atmospheric processes that enable scientists to develop more accurate models of its climate system.
SGP provides an invaluable opportunity to collect a vast dataset and develop more accurate and comprehensive models of the atmospheric system. This is particularly important given the complex and non-linear nature of many processes measured by ARM instruments. Furthermore, data collected through SGP allows scientists to run simulations of these complex processes, leading to greater insight into atmospheric behavior overall.
The SGP Data Center houses data collected at the ARM Observatory and freely makes it accessible via Data Discovery portal. Not only does the center store and make this data readily available for user use; it also develops tools that make extracting and analyzing this information simple; these include both SGP Data Viewer and Explorer which provide multiple ways for accessing and visualizing it.
SGPT data is produced through Student Growth Percentile analyses that combine assessments from multiple schools and years. This allows SGPT analysts to compare each student to his or her academic peers nationwide and measure his or her growth relative to this average as a percentage of national average. Furthermore, students’ performance on single tests are also measured against peers from around the country for analysis as student growth percentiles are calculated based on student achievement history on Star assessments.
SGP analyses require seven variables when using LONG data: VALID_CASE, CONTENT_AREA, YEAR, ID, SCALE_SCORE GRADE ACHIEVEMENT_LEVEL and ACHIEVEMENT_LEVEL. The prepareSGP and updateSGP functions can simplify SGP analyses’ source code by “wrapping” these steps into single function calls using prepareSGP or updateSGP functions.
The SGP is part of Atmospheric Radiation Measurement’s (ARM) user facility network. ARM’s goal is to gain greater insight into Earth’s climate system through field measurements and modeling; their climate field measurement network is the world’s largest and most comprehensive in existence; SGP was one of the initial sites established by them.
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