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PCA favors global reconstruction, which means that every element in V is reconstructed through complex cancellations of positive and negative values in W and H. PCA allows basis vectors (principal component, PC) in H to be ranked by importance.
The geographic summary that follows is based on a global reconstruction specific to the Wenlock Epoch which spans the middle of the Silurian Period.
But I'm less concerned now that I have read the paper over more carefully, because I think that Figure 1a and 1b give a pretty good sense of what features of higher resolution reconstructions (specifically, our '08 global reconstruction which is shown) are potentially captured.
Global Reconstruction: merge high-resolution patches by averaging over the overlapped .
The initial V k can be obtained from this global reconstruction through 3D segmentation.
For the first time among global reconstruction methods, the computation time is acceptable for a broad class of practical applications.
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Continental to global reconstructions of historic land cover/use are important inputs for many environmental, ecological and biogeochemical studies.
While local to regional reconstructions frequently make use of old topographic maps and land use statistics, continental to global reconstructions are mostly model-based reconstructions.
Common to all simulations are the ice-sheets imposed as boundary conditions for which we used the Peltier [65] ICE-4G reconstructions for 14 kyr cal BP, a time at which sea-level was similar to that of Marine Isotope Stage 3 for which no global reconstructions exist.
Dubai's capitalist system is believed to now have given way to a new corporate structure, a corporate relations framework, and social-global reconstruction, through economic and technological advancements, the aforementioned elements being the three key elements of multi-civilizational success and corporate or social responsibility actions (Ben Brik et al. 2011).
To show the impact of the per‐cell channel norm feedback on the global CDI reconstruction, we compare the performance of the reconstruction methods only with the large‐scale fading gains in Equation 5 (with legend 'Recons. w large scale') and with the composite per‐cell channel norm α m, n | | h ̂ m, n | |, where the per‐cell channel norms are quantized individually at each user.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com