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And the aggregation of monitoring data has turned into a spider's web of possibilities, with the functions captured on one app or hardware device able to be viewed on scores of others.
Fatigue life assessment of critical bridge members using online monitoring data has been investigated in recent years.
Unfortunately, engineers understand field monitoring data has been limited and such understanding becomes increasingly difficult to acquire with the growing amount of data.
Tradeoffs, in the form of unintended ecological consequences, are important to consider in the management of natural resources, yet lack of ecological effects monitoring data has hindered our ability to fully understand these tradeoffs.
Understanding the extent of pollution in waters and identifying waters for protection has been based in part on water quality monitoring data collected and shared by parties (federal, state, tribal, and local) throughout the U.S. To date, this monitoring data has been largely represented by data collected as a water quality sample (data collected by a technician in the field or analyzed in a lab).
However, lack of adequate air monitoring data has limited understanding of the effects of airborne PAHs on fetal growth.
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However, no trends in GCRs over the last 50 years (based on neutron monitoring data) have been detected.
It is therefore of importance that operations staff who make use of monitoring data have the prerequisite application knowledge to understand, interpret and take action upon monitoring data.
A long-term monitoring system has also been installed in a typical heritage Tibetan building and the monitoring data have been used to further verify the method.
Monitoring data had provided strong evidence that bacterial sulfate reduction was a key terminal electron accepting process (TEAP) in the natural attenuation of dissolved hydrocarbons at these sites.
The monitoring data have the potential to yield new insights in disease inducements and to be used to assist diagnosis and prescription for both healthy people and patients.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com