Projects

Updated 6 months ago

pysteps • Rank 18.0 • Science 77%

Python framework for short-term ensemble prediction systems.

advection ensemble-prediction forecast-verification hydrology nowcasting optical-flow precipitation rainfall rainfall-prediction stochastic-processes weather weather-radar

Updated 6 months ago

epinowcast • Rank 8.1 • Science 64%

Tools to enable flexible and efficient hierarchical nowcasting of epidemiological time-series using a semi-mechanistic Bayesian model with support for a range of reporting and generative processes.

cmdstanr effective-reproduction-number-estimation epidemiology infectious-disease-surveillance nowcasting outbreak-analysis pandemic-preparedness real-time-infectious-disease-modelling stan

Updated 6 months ago

dgmr • Rank 14.9 • Science 54%

Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954

gan nowcasting nowcasting-models nowcasting-precipitation pytorch pytorch-implementation pytorch-lightning

Updated 6 months ago

awesome-lwms • Rank 7.6 • Science 49%

A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)

ai-for-earth ai-for-science atmosphere-model foundation-model large-weather-models meteorology nowcasting ocean-modelling oceanography weather weather-forecast

Updated 6 months ago

quartz-frontend • Rank 8.0 • Science 36%

Front End repo for the Nowcasting project.

nowcasting

Updated 6 months ago

remotesensing-14-03760 • Rank 2.6 • Science 41%

⛈️ Code for the paper "End-to-End Prediction of Lightning Events from Geostationary Satellite Images"

class-imbalance feature-attribution lightning-prediction machine-learning meteorology neural-networks nowcasting satellite-imagery short-term-forecasts