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It is concluded that using the local models is beneficial to the improvement of the reconstruction accuracy.
We recommend to not using the local models for estimating AGB or to validate prior their use especially if the models were developed from other region outside the study site, even within the same forest type.
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The implementation contains two options for prediction: 1) Prediction using the local regression model calibrated in the most probable cluster, and 2) Prediction using a weighted sum of the local regression models, using the estimated cluster membership values as weights.
The mean defect distance LD was estimated in these regions using the local activation model.
The convergence time of the positioning solutions, especially the height solution, can be greatly reduced using the local troposphere model.
Treatment planning includes biological plan optimization using the local effect model (LEM), which is included into the treatment planning software.
Spot intensity was normalized using the "local regression" model to compensate for non-expression-related variations in spot intensity.
The results showed that in the real testing data set for WGBS, compared to Bowtie, an extra 11% of total reads could be mapped by using the local alignment model of Bowtie2.
The novel battery with porous current collector sheets is also investigated using the local electro-thermal model, simulation results show smaller liquid phase potential gradient and smaller liquid concentration gradient in the novel battery.
The edge effect is investigated using the local electro-thermal model.
For each plot AGB was estimated by using the local allometric AGB model developed by [39] with both dbh and h as predictor variables (Eq. 2).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com