rainymotion: Python library for radar-based precipitation nowcasting¶
Oct 09, 2019
rainymotion is an open Python library utilizes different models for radar-based precipitation nowcasting based on the optical flow techniques.
You can find the
rainymotion source code in the corresponding Github repository.
rainymotion as Ayzel, G., Heistermann, M., and Winterrath, T.: Optical flow models as an open benchmark for radar-based precipitation nowcasting (rainymotion v0.1), Geosci. Model Dev., 12, 1387-1402, https://doi.org/10.5194/gmd-12-1387-2019, 2019.
rainymotion also provides a bunch of statistical metrics for nowcasting models evaluation (module
rainymotion.metrics) and useful utils (module
rainymotion.utils) for radar data preprocessing.