Intercomparison of multiple statistical methods in post‐processing ensemble precipitation and temperature forecasts
Sign Up to like & getrecommendations! Published in 2020 at "Meteorological Applications"
DOI: 10.1002/met.1935
Abstract: Funding information National Natural Science Foundation of China, Grant/Award Numbers: 51779176, 51539009; the Thousand Youth Talents Plan from the Organization Department of CCP Central Committee; the Overseas Expertise Introduction Project for Discipline Innovation (111 Project)… read more here.
Keywords: post processing; temperature; precipitation; ensemble weather ... See more keywords
Estimation of the Continuous Ranked Probability Score with Limited Information and Applications to Ensemble Weather Forecasts
Sign Up to like & getrecommendations! Published in 2017 at "Mathematical Geosciences"
DOI: 10.1007/s11004-017-9709-7
Abstract: The continuous ranked probability score (CRPS) is a much used measure of performance for probabilistic forecasts of a scalar observation. It is a quadratic measure of the difference between the forecast cumulative distribution function (CDF)… read more here.
Keywords: ranked probability; weather forecasts; continuous ranked; ensemble weather ... See more keywords
A robust optimization approach to hybrid microgrid operation using ensemble weather forecasts
Sign Up to like & getrecommendations! Published in 2017 at "Applied Energy"
DOI: 10.1016/j.apenergy.2017.05.068
Abstract: Hybrid microgrids that use renewable energy sources can improve energy security and islanding time while reducing costs. One potential beneficiary of these systems is the U.S. military, which can seek to improve energy security when… read more here.
Keywords: hybrid microgrid; weather forecasts; energy; ensemble weather ... See more keywords
Visualizing Confidence in Cluster-Based Ensemble Weather Forecast Analyses
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Transactions on Visualization and Computer Graphics"
DOI: 10.1109/tvcg.2017.2745178
Abstract: In meteorology, cluster analysis is frequently used to determine representative trends in ensemble weather predictions in a selected spatio-temporal region, e.g., to reduce a set of ensemble members to simplify and improve their analysis. Identified… read more here.
Keywords: ensemble members; selected region; ensemble weather; changes selected ... See more keywords