Future projections of offshore wind energy resources in China using CMIP6 simulations and a deep learning-based downscaling method
出版年份 2020 全文链接
标题
Future projections of offshore wind energy resources in China using CMIP6 simulations and a deep learning-based downscaling method
作者
关键词
Deep learning, Bidirectional gated recurrent unit, Downscaling, Climate change, Coupled model intercomparison project phase 6, Offshore wind energy
出版物
ENERGY
Volume 217, Issue -, Pages 119321
出版商
Elsevier BV
发表日期
2020-11-14
DOI
10.1016/j.energy.2020.119321
参考文献
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注意：仅列出部分参考文献，下载原文获取全部文献信息。- On the suitability of offshore wind energy resource in the United States of America for the 21st century
- (2020) X. Costoya et al. APPLIED ENERGY
- Using bias-correction to improve future projections of offshore wind energy resource: A case study on the Iberian Peninsula
- (2020) X. Costoya et al. APPLIED ENERGY
- Future projections of the near-surface wind speed over eastern China based on CMIP5 datasets
- (2020) Jinlin Zha et al. CLIMATE DYNAMICS
- Development of Climate and Earth System Models in China: Past Achievements and New CMIP6 Results
- (2020) Tianjun Zhou et al. Journal of Meteorological Research
- Deep learning and process understanding for data-driven Earth system science
- (2019) Markus Reichstein et al. NATURE
- Projections of wind energy resources in the Caribbean for the 21st century
- (2019) X. Costoya et al. ENERGY
- What global reanalysis best represents near surface winds?
- (2019) J. Ramon et al. QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY
- Europe, China and the United States: Three different approaches to the development of offshore wind energy
- (2019) M. deCastro et al. RENEWABLE & SUSTAINABLE ENERGY REVIEWS
- Global estimations of wind energy potential considering seasonal air density changes
- (2019) Alain Ulazia et al. ENERGY
- Condition monitoring of wind turbines based on spatio-temporal fusion of SCADA data by convolutional neural networks and gated recurrent units
- (2019) Ziqian Kong et al. RENEWABLE ENERGY
- An overview of offshore wind energy resources in Europe under present and future climate
- (2018) Maite deCastro et al. Annals of the New York Academy of Sciences
- An intercomparison of a large ensemble of statistical downscaling methods over Europe: Results from the VALUE perfect predictor cross-validation experiment
- (2018) J. M. Gutiérrez et al. INTERNATIONAL JOURNAL OF CLIMATOLOGY
- Climate change impacts on wind energy potential in the European domain with a focus on the Black Sea
- (2018) Richard Davy et al. RENEWABLE & SUSTAINABLE ENERGY REVIEWS
- ERA5: The new champion of wind power modelling?
- (2018) Jon Olauson RENEWABLE ENERGY
- Observed and global climate model based changes in wind power potential over the Northern Hemisphere during 1979–2016
- (2018) Qun Tian et al. ENERGY
- The Shared Socioeconomic Pathways and their energy, land use, and greenhouse gas emissions implications: An overview
- (2017) Keywan Riahi et al. GLOBAL ENVIRONMENTAL CHANGE-HUMAN AND POLICY DIMENSIONS
- Framework for assessment of climate change impact on offshore wind energy
- (2017) Sumeet Kulkarni et al. METEOROLOGICAL APPLICATIONS
- Wind-generated Electricity in China: Decreasing Potential, Inter-annual Variability and Association with Changing Climate
- (2017) Peter Sherman et al. Scientific Reports
- The impact of climate change on wind and solar resources in southern Africa
- (2016) Charles Fant et al. APPLIED ENERGY
- Evaluating the effects of land use and cover change on the decrease of surface wind speed over China in recent 30 years using a statistical downscaling method
- (2016) Jian Wu et al. CLIMATE DYNAMICS
- Evaluation of wind extremes and wind potential under changing climate for Indian offshore using ensemble of 10 GCMs
- (2016) Sumeet Kulkarni et al. OCEAN & COASTAL MANAGEMENT
- Assessment of offshore wind speed and power potential over the Mediterranean and the Black Seas under future climate changes
- (2016) I. Koletsis et al. RENEWABLE & SUSTAINABLE ENERGY REVIEWS
- Projected impacts of climate change on wind energy density in the United States
- (2016) Dana L. Johnson et al. RENEWABLE ENERGY
- Daily precipitation statistics in a EURO-CORDEX RCM ensemble: added value of raw and bias-corrected high-resolution simulations
- (2015) A. Casanueva et al. CLIMATE DYNAMICS
- Future changes of wind energy potentials over Europe in a large CMIP5 multi-model ensemble
- (2015) Mark Reyers et al. INTERNATIONAL JOURNAL OF CLIMATOLOGY
- Deep learning in neural networks: An overview
- (2015) Jürgen Schmidhuber NEURAL NETWORKS
- Assessing climate change impacts on European wind energy from ENSEMBLES high-resolution climate projections
- (2014) Isabelle Tobin et al. CLIMATIC CHANGE
- Statistical-dynamical downscaling for wind energy potentials: evaluation and applications to decadal hindcasts and climate change projections
- (2014) Mark Reyers et al. INTERNATIONAL JOURNAL OF CLIMATOLOGY
- Changes in Surface Wind Speed over North America from CMIP5 Model Projections and Implications for Wind Energy
- (2014) Sujay Kulkarni et al. Advances in Meteorology
- How well do CMIP5 Earth System Models simulate present climate conditions in Europe and Africa?
- (2013) S. Brands et al. CLIMATE DYNAMICS
- EURO-CORDEX: new high-resolution climate change projections for European impact research
- (2013) Daniela Jacob et al. Regional Environmental Change
- Assessment of surface winds over the Atlantic, Indian, and Pacific Ocean sectors of the Southern Ocean in CMIP5 models: historical bias, forcing response, and state dependence
- (2013) Thomas J. Bracegirdle et al. JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES
- Coupling statistical and dynamical methods for spatial downscaling of precipitation
- (2012) Jie Chen et al. CLIMATIC CHANGE
- A comparative assessment of monthly mean wind speed products over the global ocean
- (2012) Elizabeth C. Kent et al. INTERNATIONAL JOURNAL OF CLIMATOLOGY
- The Statistical DownScaling Model: insights from one decade of application
- (2012) R. L. Wilby et al. INTERNATIONAL JOURNAL OF CLIMATOLOGY
- Wind speed trends over China: quantifying the magnitude and assessing causality
- (2012) L. Chen et al. INTERNATIONAL JOURNAL OF CLIMATOLOGY
- Present and future offshore wind power potential in northern Europe based on downscaled global climate runs with adjusted SST and sea ice cover
- (2012) Idar Barstad et al. RENEWABLE ENERGY
- An Overview of CMIP5 and the Experiment Design
- (2011) Karl E. Taylor et al. BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY
- Statistical downscaling of historical monthly mean winds over a coastal region of complex terrain. II. Predicting wind components
- (2011) Derek van der Kamp et al. CLIMATE DYNAMICS
- The representative concentration pathways: an overview
- (2011) Detlef P. van Vuuren et al. CLIMATIC CHANGE
- Global review and synthesis of trends in observed terrestrial near-surface wind speeds: Implications for evaporation
- (2011) Tim R. McVicar et al. JOURNAL OF HYDROLOGY
- Assessing climate change impacts on the near-term stability of the wind energy resource over the United States
- (2011) S. C. Pryor et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- The ERA-Interim reanalysis: configuration and performance of the data assimilation system
- (2011) D. P. Dee et al. QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY
- A decision support system for the optimal exploitation of wind energy on regional scale
- (2011) Ahmed Ouammi et al. RENEWABLE ENERGY
- Weight assignment in regional climate models
- (2010) JH Christensen et al. CLIMATE RESEARCH
- Changes in near-surface wind speed in China: 1969-2005
- (2010) Hua Guo et al. INTERNATIONAL JOURNAL OF CLIMATOLOGY
- Northern Hemisphere atmospheric stilling partly attributed to an increase in surface roughness
- (2010) Robert Vautard et al. Nature Geoscience
- Wind speed trends over the contiguous United States
- (2009) S. C. Pryor et al. JOURNAL OF GEOPHYSICAL RESEARCH
- State-of-the-art with regional climate models
- (2009) Markku Rummukainen Wiley Interdisciplinary Reviews-Climate Change
- Non-linearity in statistical downscaling: does it bring an improvement for daily temperature in Europe?
- (2007) R. Huth et al. INTERNATIONAL JOURNAL OF CLIMATOLOGY
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