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By means of stochastic models such as a Hierarchical Hidden Markov Model and a Markov random field, ARPEnTAge performs an unsupervised clustering of a territory in order to reveal patches characterized by time space regularities in the land-use successions.
We found that (1) large contiguous patches characterized only three ecoprovinces, while for the remaining ecoprovinces, numerous single scattered habitat patches of varying sizes were required to meet conservation goals; and (2) generally, only a small percentage of sites was already protected within the existing protected areas network.
At smaller spatial scales, the sloths were highly selective towards forest patches characterized by complex vegetation structures (i.e., areas with a high density of trees, closed and dense canopies), and selected large trees with lianas and bromeliads and also with connected crowns.
While many image area classification approaches segment an image using all pixels [4] or by predefining a block-based image grid [1, 3], in this work we consider local image patches characterized by viewpoint invariant descriptors [5].
Inflammation was followed by the development of mainly subpleural and peribronchial fibrotic patches, characterized by alveolar septa thickening and focal dilation of respiratory bronchioles and alveolar ducts (Fig. 1A; WT).
Un-burnt and recovered patches characterized by green vegetation, including different types of mosses (un-burnt).
Although Nod2−/− mice displayed macroscopically no abnormalities and no overt symptoms of intestinal inflammation (Barreau et al., 2007; Kobayashi et al., 2005; Petnicki-Ocwieja et al., 2009), abnormal development and function of the Peyer's patches, characterized by an exaggerated immune response and increased intestinal permeability, was observed (Barreau et al., 2007; Barreau et al., 2010).
An alternate westward-eastward evolution of the flux patches characterizes the time interval 1630 1950 for which the sub-centennial oscillation is defined by our approach.
Much of the information about the structure is lost, but Fig. 11 shows the main distinctions in between the zones described above such as the differences between zone 1 and 2. However, different patterns, primarily composed of large interior patches, characterize zone 6, while the zone 2, previously similar, now has only small patches of interior cells.
Yet, multiple direct and indirect interactions and dispersal between patches characterize most species-rich community dynamics.
In this paper, we propose to take advantage of the context in which each patch appears, characterized by the patch histogram itself, to improve the classification of the corresponding image regions.
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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
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