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Cover types represented a temperature/moisture and stand structural complexity gradient.
We introduce the concepts of complexity gradient, flow of complexity and complexity attractor as the main pillars of the proposed mechanism.
The landscape complexity gradient ranged from areas dominated by annually tilled arable land to areas with high proportions of unfertilized, non-rotational pastures and uncultivated field borders.
Our study design involved pairs of matched organic and conventional vineyard plots in the south of France situated along a landscape complexity gradient.
Multivariate analyses were able to elucidate an apparent complexity gradient driven by three complexity metrics: longitudinal roughness, sediment sorting, and cross section chain and tape ratio.
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OMI analysis explained a high proportion of variance in the dataset (71.8%) and separated boreal birds along two axes associated with moisture productivity and age structural complexity gradients.
Once calibrating, the SETi model can then be used to generate synthetic tillage translocation relationships, which can predict the intensity and spatial pattern of soil translocation over a much wider range of tillage scenarios than the particular experimental conditions, in terms of topography complexity (slope gradients and morphology) and the direction and depth of tillage.
Another problem with this method is its high complexity (the gradient has to be evaluated several times).
We can see the benefit of using the linear feature-based approximation architecture which significantly reduced the complexity of gradient computation in (18).
We also introduce a measure, referred to as gradient complexity, to compare the performance of both sequences of pulses.
All the estimators share almost the same computational complexity as the gradient algorithms with un-quantized observations, and can be easily implemented.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com