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Generating geochemical and mineralogy distributions of soil in the conterminous United States using Bayesian hierarchical spatial models. [PDF]

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Bondo KJ, Wolf TM, Walter WD.
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Beyond description: the active and effective way to infer processes from spatial patterns

Ecology, 2009
The ecological processes that create spatial patterns have been examined by direct measurement and through measurement of patterns resulting from experimental manipulations. But in many situations, creating experiments and direct measurement of spatial processes can be difficult or impossible. Here, we identify and define a rapidly emerging alternative
Eliot J B, McIntire, Alex, Fajardo
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DISEASE TRANSMISSION OF ASPERGILLOSIS IN SEA FANS: INFERRING PROCESS FROM SPATIAL PATTERN

Ecology, 2002
Despite recent high impacts of disease in the ocean, quantitative studies of diseases in natural marine populations lag far behind terrestrial systems. Transmission processes are poorly known in relatively open marine systems. We studied infection of sea fans Gorgonia ventalina by the fungus Aspergillus sydowii.
Anna E. Jolles, Patrick Sullivan, Alisa P. Alker, C. Drew Harvell   +3 more
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Small-scale spatial structure of Baltic Sea zoobenthos—inferring processes from patterns

Journal of Experimental Marine Biology and Ecology, 2002
In this study, we describe small-scale (6 cm–5 m) spatial patterns of four dominating infaunal taxa in the northern Baltic Sea, with the objective to construct hypotheses about pattern-generating processes. Two neighbouring sites, differing in their physical environment, were extensively sampled, and the distributions of adults and juveniles were ...
Ulf Bergström, Göran Englund, Erik Bonsdorff   +2 more
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Fracturing process of granite inferred from measurements of spatial and temporal variations in velocity during triaxial deformations

Journal of Geophysical Research: Solid Earth, 1989
Fracturing in fine‐grained homogeneous granite during triaxial deformation was investigated by measuring the spatial and temporal variations of elastic wave velocities. Velocities along 20 ray paths were measured with 12 piezoelectric transducers attached to a sample under confining pressures up to 400 MPa.
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Inference from spatial processes

2018
A spatial analysis of variance uses the spatial dependence among the observations to modify the usual inference procedures associated with a statistical linear model. When spatial correlation is present, the usual tests for presence of treatment effects may no longer be valid, and erroneous conclusions may result from assuming that the usual F-ratios ...
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Impacts of seasonally frozen soil hydrothermal dynamics on the watershed hydrological processes inferred from a spatially distributed numerical modelling approach

Journal of Hydrology, 2023
Huiran Gao, Zhijie Zhang, Hao Chen, Wanchang Zhang, Chong Xu, Yaning Yi, Jinping Liu, Zikang Xiao   +7 more
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Causal inference in spatial statistics

Spatial Statistics, 2022
Bingbo Gao, Jinfeng Wang, Alfred Stein
exaly