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
An Improved Multivariate Chart Using Partial Least Squares With Continuous Ranked Probability Score
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Sensors Journal"
DOI: 10.1109/jsen.2018.2850804
Abstract: Reliable fault detection systems in industrial processes provide pertinent information for improving the safety and process reliability and reducing manpower costs. Here, we present a flexible and efficient fault detection approach based on the continuous… read more here.
Keywords: ranked probability; continuous ranked; multivariate; approach ... See more keywords
Using Ranked Probability Skill Score (RPSS) as Nonlocal Root-Mean-Square Errors (RMSEs) for Mitigating Wet Bias of Soil Moisture Ocean Salinity (SMOS) Soil Moisture
Sign Up to like & getrecommendations! Published in 2020 at "Photogrammetric Engineering and Remote Sensing"
DOI: 10.14358/pers.86.2.91
Abstract: To mitigate instantaneously evolving biases in satellite retrievals, a stochastic approach is applied over West Africa. This stochastic approach independently self-corrects Soil Moisture Ocean Salinity (SMOS) wet biases, unlike the cumulative density function (CDF) matching… read more here.
Keywords: ranked probability; ocean salinity; moisture ocean; soil ... See more keywords