2014 journal article

Multisite stochastic weather generation using cluster analysis and k-nearest neighbor time series resampling

JOURNAL OF HYDROLOGY, 508, 197–213.

author keywords: Weather generation; Stochastic; Nonparametric; Multisite; Colorado River; San Juan River
TL;DR: The cluster-based approach demonstrates some improvement over the classic approach, particularly when modeling winter precipitation, reproducing spells, and in dry years, and the ability to account for regional persistence and spatial non-stationarities. (via Semantic Scholar)
UN Sustainable Development Goal Categories
13. Climate Action (Web of Science)
Source: Web Of Science
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.