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Published in 2017 at "Climate Dynamics"
DOI: 10.1007/s00382-017-3841-4
Abstract: Systematic error and forecast skill for temperature and precipitation in two regions of Southern Asia are investigated using hindcasts initialized May 1 from the North American Multi-Model Ensemble. We focus on two contiguous but geographically…
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Keywords:
forecast skill;
temperature precipitation;
climatology;
skill ... See more keywords
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Published in 2017 at "Climate Dynamics"
DOI: 10.1007/s00382-017-4040-z
Abstract: This study investigates the factors relationship between the forecast skills for the real world (actual skill) and perfect model (perfect skill) in ensemble climate model forecast with a series of fully coupled general circulation model…
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Keywords:
forecast skill;
model;
skill persistence;
skill ... See more keywords
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2
Published in 2020 at "Neural Computing and Applications"
DOI: 10.1007/s00521-020-05139-4
Abstract: Accurate and reliable forecasting of total cloud cover (TCC) is vital for many areas such as astronomy, energy demand and production, or agriculture. Most meteorological centres issue ensemble forecasts of TCC; however, these forecasts are…
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Keywords:
total cloud;
machine learning;
forecast skill;
ensemble forecasts ... See more keywords
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Published in 2017 at "Asia-Pacific Journal of Atmospheric Sciences"
DOI: 10.1007/s13143-017-0035-2
Abstract: This article describes a three way inter-comparison of forecast skill on an extended medium-range time scale using the Korea Meteorological Administration (KMA) operational ensemble numerical weather prediction (NWP) systems (i.e., atmosphere-only global ensemble prediction system…
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Keywords:
extended medium;
medium range;
system;
forecast skill ... See more keywords
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1
Published in 2018 at "Geophysical Research Letters"
DOI: 10.1029/2018gl077278
Abstract: Arctic cyclones (ACs) are a severe atmospheric phenomenon that affects the Arctic environment. This study assesses the forecast skill of five leading operational medium-range ensemble forecasts for 10 extraordinary ACs that occurred in summer during…
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Keywords:
medium range;
arctic cyclones;
extraordinary acs;
skill extraordinary ... See more keywords
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Published in 2019 at "Geophysical Research Letters"
DOI: 10.1029/2018gl080598
Abstract: Retrospective tropical Indo‐Pacific forecasts for 1961–2015 are made using 28 models from the fifth phase of the Coupled Model Intercomparison Project (CMIP5) plus four models from the North American Multi‐Model Ensemble (NMME), using a model‐analog…
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Keywords:
model analog;
forecast skill;
diagnosing secular;
model ... See more keywords
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Published in 2020 at "Geophysical Research Letters"
DOI: 10.1029/2019gl086765
Abstract: We examine links between tropical Pacific mean state biases and El Niño/Southern Oscillation forecast skill, using model‐analog hindcasts of sea surface temperature (SST; 1961–2015) and precipitation (1979–2015) at leads of 0–12 months, generated by 28…
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Keywords:
forecast skill;
model;
tropical pacific;
cmip5 model ... See more keywords
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Published in 2019 at "Nature Communications"
DOI: 10.1038/s41467-019-09245-3
Abstract: A reliable decadal prediction of terrestrial water storage (TWS) is critical for a sustainable management of freshwater resources and infrastructures. However, the dependence of TWS forecast skill on the accuracy of initial hydrological conditions and…
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Keywords:
forecast skill;
climate;
skill;
benchmark ... See more keywords
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Published in 2021 at "Nature Communications"
DOI: 10.1038/s41467-021-23771-z
Abstract: Assessments of climate forecast skill depend on choices made by the assessor. In this perspective, we use forecasts of the El Niño-Southern-Oscillation to outline the impact of bias-correction on skill. Many assessments of skill from…
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Keywords:
forecast skill;
standard assessments;
climate forecast;
skill ... See more keywords
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3
Published in 2023 at "Monthly Weather Review"
DOI: 10.1175/mwr-d-22-0318.1
Abstract: The prediction of weather conditions in the Arctic is important to human activities in the Arctic. Arctic cyclones (ACs), which are extratropical cyclones that originate within the Arctic or move into the Arctic from lower…
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Keywords:
skill synoptic;
forecast;
skill;
forecast skill ... See more keywords
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Published in 2021 at "Hydrology and Earth System Sciences"
DOI: 10.5194/hess-25-1189-2021
Abstract: Abstract. Probabilistic seasonal forecasts are important for many water-intensive activities requiring long-term planning. Among the different techniques used for seasonal forecasting, the ensemble streamflow prediction (ESP) approach has long been employed due to the singular…
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Keywords:
forecast skill;
benchmarking operational;
hydrological model;
operational hydrological ... See more keywords