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In the case study region, water resources might be threatened more by LULCC changes that cannot be detected by commonly available data sets because of their small spatial extent or temporal occurrence which makes their mapping challenging.
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The presented model indicates that the artificial neural network models illustrate promising in the estimation of monthly mean daily global solar radiation by using commonly available data.
A basic utility function, using commonly available data, is (5).
This case study suggests that preliminary PBPK models could be developed for numerous pesticides based on commonly available data.
However, in commonly available data sets (including ours), a price promotion is recorded for a given item in a given store only if that item has been purchased on promotion from that store by panel households.
Two new correlations were obtained based on 207 PVT samples through commonly available field data and compositional data.
New correlations were evaluated against 1840 commonly available field data points and 171 compositional data points from the global literature.
We found that the most commonly available monitoring data were permittee-reported livestock numbers and season-of-use data (71% of allotments) followed by repeat photo points (58%), estimates of forage utilization (52%), and, finally, quantitative vegetation measurements (37%).
Therefore, estimating solar radiation from commonly available meteorological data is of great significance.
In this work, we have developed 45 models to predict solar radiation from commonly available meteorological data.
The USISM is valuable for simulating storms of short duration in an urban area with a few commonly available input data.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com