MeteoSwiss/meteodata-lab

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Python
License
MIT License
Created 7 months ago
Updated about 1 month ago

MeteoSwiss/meteodata-lab

MeteoSwiss

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Model data processing framework

ldcast

Latent diffusion for generative precipitation nowcasting

publication-opendata

This repositiry is deprecated, and will soon be taken offline. Please switch to the continuously updated, valid Open Data documentation via the link below.

pyrad

Python Radar Data Processing

c4dl-multi

Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"

fast-barnes-py

Repository for Python implementation of fast Barnes interpolation algorithms.

topo-descriptors

A python library to extract topographical features from elevation data.

pyart

MeteoSwiss version of The Python-ARM Radar Toolkit. A data model driven interactive toolkit for working with weather radar data.

mlpp-lib

Collection of methods for ML-based postprocessing of weather forecasts.

c4dl-lightningdl

Code for paper "Multi-source seamless lightning nowcasting with recurrent deep learning"

rainforest

A python library to access and update the gauge/station database of MDR and compute randomForest QPE estimates

ai-models-ensembles

Generating Weather Model Ensembles Using ecmwf-lab/ai-models

opendap-protocol

A pure Python bare minimum implementation of the OPeNDAP server protocol.

camvis2

Camera-based Visibility Estimation

photocast

Photographic Visualizations of Weather Forecasts

mlpp-features

Define, track, share, and discover mlpp features.

metsymb

The metsymb LaTeX package provides dedicated TeX commands to generate (vectorial) meteorological symbols.

mwr_raw2l1

python tools for processing MWR data (in E-PROFILE)

pyrad-examples

Examples of pyrad configuration files with input and output data

ampycloud

Python package to determine the sky coverage fraction and base height of cloud layers using ceilometer data

GWEN

Graph-based Weather Ensemble Network that generates additional weather model ensemble members by dynamical training of a GNN.

flexpart

Lagrangian transport and dispersion model

biascorrection

Functions to de-bias forecasts

dvas

Data Visualization and Analysis Software for the UAII 2022

aldernet

Surface level pollen forecast using a Neural Network Emulator

grixraz

Jupyter Notebook

nwp-fdb-polytope-demo

Example notebooks for Polytope and FDB data access and processing on CSCS or remotely.

Jupyter Notebook

probtest

probtest for ICON

ffixed2free

Convert Fortran fixed format source code to free format source code

yaconfigobject

A Python package that provides application wide configuration as an object, where all configuration items are accessible as attributes directly.

c4dl-polar

overlap_corr

Algorithms for inferring overlap correction for (CHM15k) ceilometers from atmospheric observations under well-mixed boundary layer conditions. Based on Hervo et al. 2016 (https://doi.org/10.5194/amt-9-2947-2016)

publication-opendata-radar-and-combiprecip-data

Example files for 2.5.2. Radar and combiprecip data.

publication-opendata-inca-data-nowcasting

Example files for 2.4.1. INCA data (nowcasting).

mwr_l12l2

This repository sets up the retrieval of tropospheric humidity and temperature from ground-based microwave radiometers and is operatioinal in E-PROFILE

swisspollen-training

Jupyter Notebook

opendata-ground-based-measurements

opendata

realtime_pollen_calibration

Jupyter Notebook