Works (3)
Updated: July 5th, 2023 15:39
2017 journal article
Nonstationary Gaussian Process Models Using Spatial Hierarchical Clustering from Finite Differences
TECHNOMETRICS, 59(1), 93–101.
author keywords: Geostatistics; Large datasets; Parallel computing; Spatial partition
TL;DR:
This work considers partitioning a spatial region into disjoint sets using hierarchical clustering of observations and finite differences as a measure of dissimilarity and proposes a nonstationary Gaussian process model across the clusters, which allows the computational burden of model fitting to be distributed across multiple cores and nodes.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
2. Zero Hunger
(Web of Science)
11. Sustainable Cities and Communities
(OpenAlex)
Source: Web Of Science
Added: August 6, 2018
2016 journal article
Spatial process gradients and their use in sensitivity analysis for environmental processes
JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 168, 106–119.
author keywords: Cauchy process; Directional derivative; Gaussian process; Log-Gaussian cox process; Matern correlation function
manuscript.elsevier.com (publisher PDF)
UN Sustainable Development Goal Categories
2. Zero Hunger
(Web of Science)
15. Life on Land
(OpenAlex)
Source: Web Of Science
Added: August 6, 2018
2015 journal article
Assessing habitat use by snapper (Chrysophrys auratus) from baited underwater video data in a coastal marine park
PLoS One, 10(8).
Source: NC State University Libraries
Added: August 6, 2018
Citation Index includes data from a number of different sources. If you have questions about the sources of data in the Citation Index or need a set of data which is free to re-distribute, please contact us.
Certain data included herein are derived from the Web of Science© and InCites© (2024) of Clarivate Analytics. All rights reserved. You may not copy or re-distribute this material in whole or in part without the prior written consent of Clarivate Analytics.
