Environmental Data: Wind-Topo_model

Keywords:

COMPLEX TERRAIN

CONVOLUTIONAL NEURAL NETWORKS

DOWNSCALING

HIGH RESOLUTION

MACHINE LEARNING

METEOROLOGY

SURFACE WINDS

TOPOGRAPHY

Keywords:

COMPLEX TERRAIN

CONVOLUTIONAL NEURAL NETWORKS

DOWNSCALING

HIGH RESOLUTION

MACHINE LEARNING

METEOROLOGY

SURFACE WINDS

TOPOGRAPHY

Description

Wind-Topo is a statistical downscaling model for near surface wind fields especially suited for highly complex terrain. It is based on deep learning and...

Citation

Dujardin, J., Lehning, M. (2022). Wind-Topo_model. EnviDat. https://www.doi.org/10.16904/envidat.301.

Resources

Wind-Topo_v0.1.0
Contains: all codes, installation procedure, technical documentation, an example of Digital Elevation Model of the Swiss Alps, the expected outputs of the code (downscaled wind fields).
Wind-Topo_v0.1.0