遇见数据集

Bias-corrected simluated wind power generation time series for Brazil

收藏
Zenodo2021-02-15 更新2026-05-25 收录
数据链接:
官方服务:

资源简介:

Simulated and bias corrected wind power generation time series data sets for Brazil, its North-East and South, seven states and seven wind parks. The data sources, generation and validation of the datasets are described in the article "Assessing the Global Wind Atlas and local measurements for bias correction of wind power generation simulated from MERRA-2 in Brazil", preprint available on arXiv: arxiv.org/abs/1904.13083, final version DOI: 10.1016/j.energy.2019.116212 Code for generating the datasets is available at github.com/KatharinaGruber/BrazilWindpower_biascorr The files "comp_*" contain comparisons of simulated and observed wind power generation time series with daily resolution for all regions. "comp_noc.RData" is for comparison of interpolation methods and contains time series generated with Nearest Neighbour interpolation (NN), Bilinear Interpolation (BLI) and Inverse Distance Weighting (IDW). "comp_wmsa.RData" is for comparison of wind speed mean approximation methods and contains time series generated with Nearest Neighbour interpolation (NN - no correction applied), mean approximation with measured data (IN) and mean approximation with the Global Wind Atlas (GWA). "comp_wsc.RData" is for comparison of spatiotemporal wind speed correction methods and contains time series generated with mean approximation with the Global Wind Atlas (wmsa) and combined mean approximation with the Global Wind Atlas and hourly and monthly mean approximation with measured data (wschm). The files "statpowlist_*" contain hourly simulated wind power generation time series for three interpolation methods (NN, BLI, IDW), two mean approximation methods (wsmaIN - measured data (INMET), wsmaWA - Global Wind Atlas) as well as for spatiotemporal (hourly and monthly) wind speed bias correction (wschm) for each wind park available in The Wind Power dataset.

提供机构:
Zenodo
创建时间:
2019-09-25
二维码
社区交流群
二维码
科研交流群
商业服务