Time Series
Our time series data sets allow you to better understand the wind resource and energy production potential of your site and to conduct measure-correlate-predict (MCP) analyses.

Time series come in two types:

  • Historical time series spanning periods from 10 years to over 35 years, depending on the source.
  • Typical year virtual met masts (TY-VMM) containing a sample of 365 days scaled to our 200-meter resolution mean wind maps.

All are provided in a universal CSV format that can be imported directly into a spreadsheet, Openwind, Windographer, and other plant design and resource assessment software.

Historical Time Series

Main Uses: Primarily in the Measure-Correlate-Predict (MCP) process to establish long-term wind conditions where short-term measurements are already available from a tower or remote-sensing system.

Data Description: Our historical time series are available in two varieties:

  • Global reanalysis data from three public sources, MERRA, MERRA-2, ERAI, ERA5, and CFSR, covering anywhere in the world and spanning 1979 to the present.
  • WRF data produced on our high-performance computing cluster using the Weather Research and Forecasting (WRF) model initialized by ERAI. Available anywhere in the world, and spanning from 10 years ago to the present.
Typical Year VMM

Main Uses: Our TY-VMM data is used to estimate the wind resource and energy production potential of a site in a preliminary way where on-site measurements are not available.

Data Description: The data is produced by the Mesoscale Atmospheric Simulation System (MASS) in 10 KM runs initialized by NCEP/NCAR reanalysis for a sample of 365 days from 15 years (1997-2012). The winds are scaled to our 200 m mean spe$

Data Summary
Regional Coverage Global Global Global Global Global Global Continents
Heights Above Ground 55 - 320 m 50 m 50 m 10 – 270 m 22 m 10 - 120m 10 - 140m
Horizontal Resolution 70 km 70 km 70 km 80 km 55 km 3 km or 9 km 200 m
Frequency 6 Hour 1 Hour 1 Hour 6 Hour 6 Hour 1 Hour 1 Hour
Period* 1979 - 2016 1979 - 2016 1980 - Present 1979 - Present 1979 - Present 10 years ago to Present 365 days sampled from 1997-2012
Wind Speed
Wind Direction
Air Density    
Turbulence Intensity          
Stability Class            
Solar (GHI, DNI, DHI, Cloud Fraction)            
Relative Humidity            
Precipitation Rate            
Model Elevation and Surface Roughness          
Data Format CSV
Use our time series data in Openwind to run windmap and energy captures for your area of interest.