In this study, we estimate aerosol dosages (particle diameters of 1, 3, and 5 μμm) in a 3 month-old infant, a 6 year-old child, and a 36 year-old adult by performing whole lung subject-specific particle simulations throughout respiration. For 3 μμm diameter particles we estimate ...
Accurately estimating the concentration of carbon monoxide (CO) with high spatiotemporal resolution is crucial for assessing its meteorological-environmental-health impacts. Although machine learning models have high predictive ability in environmental r
The protocol is hierarchically composed of a classification model and a regression model to predict joint moments. Additionally, a single LSTM model was developed to compare with proposed protocol. To optimize hyperparameters of the machine learning model and input feature, Bayesian optimization method ...
For further analysis, Climate Hazards Group InfraRed Precipitation with Station data (CHIRPS) and Soil Moisture Active Passive (SMAP) satellite have been used to compare their agreement with the soil moisture derived from the present study. The CHIRPS quasi-global rainfall dataset systematically develope...
In the study, to evaluate the performance of the models for estimating WQPs, the coefficient of determination (R2), root mean square error (RMSE), and mean relative error (MRE) were selected as evaluation indices used to compare the accuracy of single algorithms for a single WQP, while abso...
As both investment attraction and mergers and acquisitions targeting information technology and platform companies are becoming more important in the digital-centric economic environment, interest in valuing corporate data assets is increasing. According
The Sentinel-1 radar is highly sensitive to surface water which highly vary from a season to another (Figure 3) as the backscattered energy is low if acquisition angles are not close to the nadir, as no backscatters are received from smooth surface [37]. Using a threshold method, surface ...
by buildings and street trees at 1.1 m above ground level, which is a recommended gravimetric center of the human body [44], were determined by ArcMap’s Hillshade function based on solar elevation and azimuth angles at each hour as well as the footprint and height of buildings and trees....