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Emphasis is placed on fixed-area plot design for both Levels I and II monitoring intensity, as well as the need to maintain data time series.
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However, unique challenges also arise such as creating and maintaining multiple user portals, securing links to electronic health records, and maintaining data over time, etc. [ 60- 62].
Standardized provincial surveillance definitions maintain data consistency, enable facilities to benchmark, and allows for comparisons of disease trends over time.
To maintain data freshness, the organized imagery database is updated by the Loader Tier periodically at the same time.
The high frame rate can reduce the total data acquisition time, while maintaining data acquisition volume.
In this paper, a new method of on-line three-dimensional point cloud data extraction for scan-tracking measurement is proposed for reducing extremely dense sampled data while maintaining data accuracy during the real-time scan-tracking measuring process.
The LQAS system with 85%/95% thresholds maintains data quality sufficient for program purposes and minimizes time required for data review/cleaning.
Others include memory storage that maintains data about each reading, including the date and time for several months.
Additionally, the ability to adapt the system to address different needs and maintain the data over time is important.
Finally, as noted before, it is necessary to maintain and consider time data to link EMA assessments and GPS data and employ an appropriate analytical approach to analyze integrated data.
The time window T serves two purposes: (1) to average out positional noise and (2) to maintain consistent time windows between data sets with different time intervals.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com