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Once SCGOSR gets stuck in a local valley, the algorithm will focus on the sparsely sampled regions.
This expression effectively up-weights sparsely sampled regions with larger areas (typically low latitudes) and down-weights densely sampled regions with smaller areas (typically at the poles).
Analog-based approaches, however, require extensive networks of surface and fossil-pollen samples, making further data collection a priority in sparsely sampled regions of the world.
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The workshops discussed many ways to rectify the lack of long-term observations in sparsely sampled ocean regions.
Weak trends may be present for the Sumba and the sparsely sampled Peru source regions, but no clear trend is apparent for the well-sampled Kuril and Aleutian arcs and linear regressions did not give significant slope estimates.
In areas that are sparsely sampled – such as the southeastern region for the wedge-billed woodcreeper – the corresponding predictions may not be as robust as in areas with more dense sampling regimes.
ωAPD p) estimates the local sampling sparsity of the scanned surface at p. High values of ωAPD characterize those points having a neighbourhood sparsely sampled, typical of corner and edge points and regions scanned with low incident angle, which are likely located in the overlapping area of the models.
This data integration permits the bioactivity prediction of compound-target combinations lying in regions of the drug-target interaction space which are sparsely sampled by experimental measurements.
The southern hemisphere has been only sparsely sampled and there is almost no information about the distribution of Caenorhabditis species in southern temperate regions.
In the second step, rather than performing a detailed analysis of the full model at sparsely sampled point of parameter space, our strategy automatically deconstructs the entire parameter space into a finite number of regions with rigorously defined boundaries (space-filling polytopes) that represent qualitatively distinct phenotypes associated with nonlinear subsystems.
Sparsely sampled navigators can be used for characterization and correction of head motion.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com