Statistical learning for NWP post-processing: A benchmark for solar irradiance forecasting
Hadrien Verbois, Yves‐Marie Saint‐Drenan, Alexandre H. Thiéry, Philippe Blanc
Topics & Concepts
Numerical weather predictionComputer scienceBenchmarkingBenchmark (surveying)Mean squared errorMachine learningGradient boostingArtificial neural networkProbabilistic forecastingRanking (information retrieval)Solar irradianceArtificial intelligenceForecast skillMeteorologyData miningAlgorithmProbabilistic logicMathematicsStatisticsRandom forestGeographyMarketingBusinessGeodesySolar Radiation and PhotovoltaicsEnergy Load and Power ForecastingPhotovoltaic System Optimization Techniques