Main functionsThe main functions that will be utilized. Some are utility functions that call on other functions in this package or other packages. |
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Make metadata XML required for EDI data publication |
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Publish data package on EDI |
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Run basic data cleaning checks |
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Run Data Quality Checks Based on Data Type |
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Specific QC functionsFunctions that check data structure or quality that are called in run_clean_checks or run_qc_checks. |
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Check condition factor (K = weight / length^3 * 10^5) |
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Check DO against saturation expectations |
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Check for flat-line periods |
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Check inter-observer agreement for duplicate counts |
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Check if values are within acceptable range |
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Check rate of change for sudden spikes/drops |
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Check for sensor drift using moving window |
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Clean negative values |
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Clean percent values |
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QC Checks for Carcass Survey Data |
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QC Checks for Laboratory Chemistry Data |
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QC Checks for Fish Observation Data (Counts and Measurements) |
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QC Checks for Habitat Measurement Data |
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QC Checks for Invertebrate Sample Data |
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QC Checks for Rotary Screw Trap Data |
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QC Checks for Continuous Water Quality Data |
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Helper functionsFunctions to help generate output |
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Helper function to append flag reasons |
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Format elapsed time for logging |
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Generate QC Report |
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Log info message |
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Log a data issue |
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Print QC Summary |
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Print a labeled table |
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