Agents that have access to a model make use of sample efficiency and display a heightened ability of foresight but can often underperform when applied in real-world applications due to discrepancies between the model used for training and the ground-truth model. Model free methods can be ...
Surface water Surface lake water samples were collected from the shore and open-water areas of the lakes using a submersible pump (Supplementary Fig.8). A deep (4 m depth) water sample was collected from the deepest lake point. Water samples were also collected from the main inlet and ou...
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An R-package for the analysis of long-term changes in water quality and streamflow, including the water-quality method Weighted Regressions on Time, Discharge, and Season (WRTDS). https://doi-usgs.github.io/EGRET/ - DOI-USGS/EGRET
This technique is an exact method with a linear combination set of data while the term “inverse” means that compared with sample points that are distant, points that are near have higher weights and more influence on the calculation of missing or unknown points (Nusret and Dug, 2012). Base...
For analysis, the proposed system measures four water parameters KPIs (pH, Oxidation-reduction potential (ORP), conductivity, and water temperature) using remote sensors. The collected data are transferred to a cloud server, where the data analysis is performed. For the validation of the system’...
With the rapid development of terahertz technology, the means of moisture content detection have been supplemented and the prediction and quantitative analysis of moisture content has been further developed. The detection of sample moisture content using terahertz spectroscopy, combined with machine learning...
Using isotopic analysis of the various layers of the eye lenses and trace metal analysis of the otoliths we found truth in many of the stories. These fish exhibit a variety of life history strategies and appear to utilize a large number of estuaries during their northerly migration to the spaw...
Analysis was performed with field-grown fruits over three consecutive growing seasons. Microarray analysis identified three hundred and thirty-five unique ESTs that are differentially regulated by at least two-fold in watermelon fruits during the early, ripening, or mature stage when compared to leaf...
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