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Recent developments in high-pressure synthesis1,2 and ultrasonic interferometry3,4 have made possible measurements of elastic-wave velocities in small, poly-crystalline samples of high-pressure phases.
The design uses only one force sensor, with possible measurements of three directions of force and torque around three axes.
The method gives fast and reliable measurements of stability constants and extends the range of possible measurements.
With thousands of possible measurements in a typical plant, the selection of variables for sensor placement is not an easy task.
We furthermore derive a sufficient criterion for (one step) parameter identifiability, i.e. when a point estimate for a parameter can be guaranteed for all possible measurements.
The motivation behind the study was to assess the ability of the ETKF to target possible measurements, as part of an adaptive sampling framework, before they are assimilated by an EnKF-based forecasting model on the River Crouch, Essex, UK.
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Secondly, to assess possible measurement bias, i.e. not measuring over buttresses and so overestimating biomass [78], the remaining plots were grouped by the lead field researcher.
Therefore, a possible measurement consists of (i) a currency measure and (ii) a check that data are available before the planned usage time.
Secondly, to assess possible measurement bias, i.e. not measuring over buttresses and so overestimating biomass [ 78], the remaining plots were grouped by the lead field researcher.
Therefore, in these cases the dynamical state must generate a probability measure over exactly the set of possible measurement results.
Some of the limitations of this study are possible measurement error and recall bias in the SEP measures.
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