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For example, these types of data are often available on too coarse a scale (e.g., 10 × 10 km).
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A worldwide distributional analysis at a coarse scale with a 1° grid (~111 × 111-km) showed a relative concentration of endemic mammal species along the east side of the Andes in Peru and northern Bolivia [ 5].
The most outstanding advantage of the wavelet approach is that it can reveal details of a chromosomal region at any desired resolution, from a coarse scale for a general view of the whole chromosome to fine scales down to single base patterns for local features.
A coarse scale and a fine scale are introduced to represent global and local behavior, respectively.
Therefore multiresolution search procedures are used where the parameters are first optimized over a coarse scale followed by a search on subsequent finer scales.
The grain size decreases gradually in the transition zone, changing from a coarse scale (>100 nm) to a fine scale (<10 nm) adjacent to the amorphous region.
This may reflect a model limitation that transformation plasticity coupling is captured on a coarse (grain) scale but not on a fine (martensitic plate) scale.
At a coarse scale, there has been evidence for a general foveal-peripheral distinction (Vincent et al., 2007; Nallasamy and Tsao, 2011; Smith et al., 2012; Raemaekers et al., 2014), but these studies did not report a systematic topography of correlation patterns that reflects the underlying eccentricity organization, nor were effects of overlapping RFs and cortical distance controlled.
Initially, an original image is used to perform a discrete wavelet transform to extract a subband of the LL3 block representing a coarse scale of that image.
Specifically, an optimal stochastic basis is calculated from a coarse scale analysis, using proper orthogonal decomposition and sparse polynomial chaos and is then utilized in the fine scale analysis.
A coarse scale is designed to represent global behavior and a fine scale to represent local behavior.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com