[HTML][HTML] Forecasting: theory and practice

F Petropoulos, D Apiletti, V Assimakopoulos… - International Journal of …, 2022 - Elsevier
Forecasting has always been at the forefront of decision making and planning. The
uncertainty that surrounds the future is both exciting and challenging, with individuals and …

A review of solar forecasting, its dependence on atmospheric sciences and implications for grid integration: Towards carbon neutrality

D Yang, W Wang, CA Gueymard, T Hong… - … and Sustainable Energy …, 2022 - Elsevier
The ability to forecast solar irradiance plays an indispensable role in solar power
forecasting, which constitutes an essential step in planning and operating power systems …

Verification of deterministic solar forecasts

D Yang, S Alessandrini, J Antonanzas… - Solar Energy, 2020 - Elsevier
The field of energy forecasting has attracted many researchers from different fields (eg,
meteorology, data sciences, mechanical or electrical engineering) over the last decade …

Worldwide validation of 8 satellite-derived and reanalysis solar radiation products: A preliminary evaluation and overall metrics for hourly data over 27 years

D Yang, JM Bright - Solar Energy, 2020 - Elsevier
Gridded solar radiation products, namely satellite-derived irradiance and reanalysis
irradiance, are key to the next-generation solar resource assessment and forecasting. Since …

[HTML][HTML] Pairing ensemble numerical weather prediction with ensemble physical model chain for probabilistic photovoltaic power forecasting

MJ Mayer, D Yang - Renewable and Sustainable Energy Reviews, 2023 - Elsevier
Under the two-step framework of photovoltaic (PV) power forecasting, that is, forecasting first
the irradiance and then converting it to PV power, there are two chief ways in which one can …

HESS Opinions" Should we apply bias correction to global and regional climate model data?"

U Ehret, E Zehe, V Wulfmeyer… - Hydrology and Earth …, 2012 - hess.copernicus.org
Despite considerable progress in recent years, output of both global and regional circulation
models is still afflicted with biases to a degree that precludes its direct use, especially in …

Generating ensemble streamflow forecasts: A review of methods and approaches over the past 40 years

M Troin, R Arsenault, AW Wood, F Brissette, JL Martel - 2021 - Wiley Online Library
Ensemble forecasting applied to the field of hydrology is currently an established area of
research embracing a broad spectrum of operational situations. This work catalogs the …

Measures of model performance based on the log accuracy ratio

SK Morley, TV Brito, DT Welling - Space Weather, 2018 - Wiley Online Library
Quantitative assessment of modeling and forecasting of continuous quantities uses a variety
of approaches. We review existing literature describing metrics for forecast accuracy and …

[图书][B] Forecast verification: a practitioner's guide in atmospheric science

IT Jolliffe, DB Stephenson - 2012 - books.google.com
Forecast Verification: A Practioner's Guide in Atmospheric Science, 2nd Edition provides an
indispensible guide to this area of active research by combining depth of information with a …

[图书][B] Mapping vulnerability: disasters, development, and people

G Bankoff, G Frerks, T Hilhorst, D Hilhorst - 2004 - books.google.com
Raging floods, massive storms and cataclysmic earthquakes: every year up to 340 million
people are affected by these and other disasters, which cause loss of life and damage to …