Remote sensors like Doppler lidars can map the winds with high accuracy and spatial resolution. One shortcoming of lidars is that the radial velocity measured by the lidar does not give a complete picture of the windfield necessitating additional data processing to reconstruct the windfield.

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    Cherukuru, N. W., Calhoun, R., Krishnamurthy, R., Benny, S., Reuder, J., & Flügge, M. (2017). 2D VAR single Doppler lidar vector retrieval and its application in offshore wind energy. Energy Procedia, 137, 497-504. doi:10.1016/j.egypro.2017.10.378

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