fmidev/deuce-nowcasting

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Created over 1 year ago
Updated 9 months ago

fmidev/deuce-nowcasting

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Source code for the manuscript "DEUCE v1.0: A neural network for probabilistic precipitation nowcasting with aleatoric and epistemic uncertainties" by Harnist et al. (2023)

metolib

Contains MetOClient libraries: wfsrequestparser, wfsconnection, splittercache

smartmet-server

SmartMet Server

rack

A weather radar data processing program

opendata-resources

Contains SLD files used for WMS radar data visualization, FMI OpenData logo etc.

himan

Weather parameter post processing tool

silam-model

Silam model code (mirror of internal FMI svn repo). Main SILAM web site:

metoclient

MetOClient WMS animator library and UI

lagrangian-convolutional-neural-network

Source code for "Advection-free Convolutional Neural Network for Convective Rainfall Nowcasting" by Ritvanen et al. (2023)

openlayers-animation

Contains OpenLayers animation extension

nowcasting_fcst

Analysis-forecast smoother, based on OpenCV-motion vector interpolation

GlobSnow3.0

fmi-avi-messageconverter-iwxxm

Conversion module for aviation IWXXM messages

smartmet-alert-client

SmartMet Alert Client is a customizable map visualizer for weather, flood and other alerts.

weather-app

FMI's official weather application for mobile devices

tiuha

Tietojärjestelmä ulkoisille havainnoille (Data processing platform for 3rdparty observations)

fmippn-oper

Finnish Meteorological Institute Probabilistic Precipitation Nowcasting system (FMI-PPN)

rainnet

PyTorch implementation of RainNet (Ayzel et al. 2020)

fmi-avi-messageconverter

API classes for aviation weather message handling

stac-browser

SpatioTemporal Asset Catalogue browser for cloud optimized geotiff

stac-builder

Produce STAC catalogue files from cog files on s3

docker-smartmetserver

SmartMet server docker image for Docker Hub.

nowcasting_biascorrection

fmippn

trains

TRAINS prediction model

Jupyter Notebook

smartmet-plugin-timeseries

smartmet-rpm-build-all

Build and test all RPM packages in correct dependency order and form yum repository

helm-charts

FMI Helm charts

harvesterseasons-smartmet

SmartMet-server components used for the harvesterseasons.com service

smartalert-web

SmartAlert CAP visualization

smartmet-sofp-backend

wfs3 sofp backend for accessing smartmet-server

nutshell

Software for generating image and data file products

resiclim-climateatlas

Climate indices derived and published in the RESICLIM project

fmippn-container

Container version of Finnish Meteorological Institute Probabilistic Precipitation Nowcasting system (FMI-PPN)

seasonal_forecasting

A Python code for producing statistical seasonal forecasts in Europe

metoclient-ui

Contains MetOClient UI components: animator, graph, controller

railtrack_temp_fcst

RoadSurf

Road surface weather model

DestinationEarth-offshore

Developing an application to run in Destination Earth for offshore wind power designers

snwc-ai-data

silam-toypoint

nemo-gof

Gulf of Finland configuration for the NEMO ocean model

smartmet-engine-observation

SmartMet Server observation engine

smartmet-plugin-admin

smartmet-plugin-meta

smartmet-timezones

Timezone files for Smartmet Server environment

smartmet-utils

smartmet-qdtools

nowcasting

verification and visualisation suite for Analysis-forecast nowcasting smoother

mpl-pixel-picker

A tool to pick pixel coordinates from Matplotlib plotted images

rpm-build-all-8

Temporary test suite until the suite passes and can be merged with the CentOS 7 suite

FRP_OOp

Observation Operator for Fire Radiative Power satellite products

SILAM_python_3_toolbox

smartmet-library-spine

Spine Library for SmartMet Server

metweb

gridpp-runner

nemo-archs

Archipelago Sea - Åland Sea NEMO ocean model configuration files

radproc

Radar data processing tools

radon

Database schema for storing meteorological field data

smartmet-plugin-wms

smartmet-plugin-wms (dali & wms)

nemo-fmi-devel

FMI development version of NEMO ocean model

radar-qpe-max

Statistical indicators of radar QPE over moving temporal windows

ftp-test-containers

Test servers for FTP, FTPS and SFTP

cloudcast

RISKADAPT

Code for RISKADAPT Horizon Europe project made at FMI

Jupyter Notebook

thundercast

snwc_bc