More specifically it evaluates different estimators of the Expected Calibration Error ( ECE ECE ), amongst which legacy estimators and some novel ones, proposed in this paper. We build an empirical procedure to quantify the quality of these ECE ECE estimators, and use it to decide which ...
Furthermore, methods that depend on measurements with buffer solutions must first be calibrated for each soil type and cannot be assumed to work without this required calibration. In these circumstances, models to estimate lime requirements from generally available soil property data (Hengl et al., ...
(BS)49to measure the calibration of probabilistic predictions:\({\mathrm{BS}} = \frac{1}{n}\mathop {\sum}\nolimits_{i = 1}^n {\left(\xi _{{\boldsymbol{x}}^{(i)}} - \widehat {\xi _{{\boldsymbol{x}}^{(i)}}}\right)^2}\)with, in our case,\(\xi _{{\boldsymbol...
In addition to accounting for sources of error that would be normally expected in conventional biomass estimates (e.g., measurement and allometric errors), we examined two sources of uncertainty that are specific to the calibration process and should be taken into account in most remote sensing ...
Slight errors in a single cuff reading, caused by instrumen- tation error as well as user error (movement, wrong cuff size, etc) may translate into a consistent offset in BP estimation. Consider, for example, 006 in Supplementary Information figure SI 5, the initial calibration during the ...
In particular, the BAP data associated with the 1578 training dataset polygons (Section 2.1.4) and the temporal predictors calculated inside training dataset polygons are part of the RF calibration data, while the rest of the BAP composite and the temporal predictors are used as input to the ...
In addition, the data used for calibration is essential for the prediction performance of a Random Forest crop type model leveraged for uncalibrated interannual predictions, where those trained with survey data and leveraged for interannual prediction performed poorly when compared to those trained with ...
(MODIS) calibration using simultaneous nadir overpass (SNO) observations. Another benefit of the NOAA-16 invariant target–modeled reflectance method is that, because of the similarities among the AVHRR spectral response functions, a smaller spectral band adjustment factor is required than when ...
Exchange of each site's calibration spine phantom confirmed the reliability of pooling results from the three scanners. Percentage body fat excluding the head was estimated and considered the reference from which to compare Slaughter-estimated percentage body fat. Dev Med Child Neurol. Author ...
By abstracting and considering a generic ice sheet, we are able to focus on errors in melting, with the hope that the melt calibration approach may help to bridge the considerable gap in fidelity to observations between parameterizations of melting and coupled ice-ocean simulations. Determining the...