But the problem has become even more acute in recent years, "particularly as the scientific community develops more instrumentation, with higher data rates and more real-time data," she says.
This study attempts to provide undersea LIBS instrumentation with the data processing tools intended to make shipwreck inspection surveys easier and faster.
Recently launched hyper-spectral instrumentation with ever-increasing data return capabilities deliver the remote-sensing data to characterize planetary soils with increased precision, thus generating the need to classify the returned data in an efficient way for further specialized analysis and detection of features of interest.
With this one million dollar grant, Columbia will continue to assist LIGO with instrumentation, data analysis and astrophysics.
This paper reviews the challenges involved with instrumentation, data acquisition, analysis, and the application of theory when conducting field experiments in natural aeolian environments.
The accuracy of the developed finite element simulation strategy is validated for phase proportion and hardness distributions through the wide-band LSM on roller steel with proper instrumentation for data measurement.
The accuracy of the developed finite element simulation strategy is validated for transient temperature distributions and residual stress fields through full-scale shop floor welding experiments with proper instrumentation for data measurement.
Yet the potential of molecular EM is even greater, and with the ongoing efforts to improve instrumentation, specimen preparation, data collection, and data processing, the future of molecular EM promises to be truly exciting.
Wulf defined a collaboratory as a "center without walls, in which the nation's researchers can perform their research without regard to physical location, interacting with colleagues, accessing instrumentation, sharing data and computational resources, and accessing information in digital libraries" (Wulf W (1989) "The national collaboratory".
Pyrosequencing was performed using PyroMark reagents with PyroMark Q24 instrumentation, and data were analysed using PyroMark Q24 software 2.0 (all Qiagen).
