precipitation 开源项目推荐（232 个）

pySTEPS /pysteps

Python framework for short-term ensemble prediction systems.

hugokernel /esphome-weather-station

ESPHome version of Elektor weather station v2

jleinonen /pytmatrix

Python code for T-matrix scattering calculations

PaulVanSchayck /ha-nl-weather

An HA integration providing weather forecast, observations, rain radar, rain nowcast graph and warnings in The Netherlands using KNMI data

NCAR /icar

The Intermediate Complexity Atmospheric Research model (ICAR)

ghiggi /gpm_api

A python package to download and analyze the Global Precipitation Measurement Mission (GPM) data archive

Dan-Boat /PyESD

Python实证统计降尺度软件包。pyESD 正在积极开发中，欢迎所有合作者加入。该软件包的目的是利用来自重新分析数据集的预测变量（例如，ERA5）到点数尺度。pyESD采用了许多机器学习和AL作为传递函数。

CliMA /CloudMicrophysics.jl

GPU-capable cloud microphysics and aerosol parameterizations for the CliMA Earth System Model

MarkusPic /intensity_duration_frequency_analysis

Heavy rainfall intensity as a function of duration and return period is defined according to DWA-A 531 (2012). This program reads rainfall measurement data and calculates the distribution of design rainfall as a function of both return period and duration, for durations up to 12 hours (and beyond) and return periods in the range 0.5 a ≤ Tₙ ≤ 100 a.

iarai /weather4cast

Code accompanying our IARAI Weather4cast Challenge

materialsgenomefoundation /kawin

A python package to simulate precipitation and diffusion behavior using Calphad

ropensci-archive /hddtools

Hydrological Data Discovery Tools (R package for hydrology and open data)

LGlawion /spateGAN_ERA5

spateGAN-ERA5: deep learning based spatio-temporal downscaling of ERA5 precipitation

dopplerchase /DRpy

python package to open GPM-DPR files into xarray to leverage xarray perks

ATRACKCS /ATRACKCS

Python package for automated detection and tracking of mesoscale convective systems

ltelab /disdrodb

An open-source python software for standardized processing, sharing, and analysis of disdrometer data

montimaj /HydroMST

Source codes for groundwater pumping prediction using integrated remote sensing datasets and machine learning

hzambran /RFmerge

Merging of Satellite Datasets with Ground Observations using Random Forests

ShervanGharari /EASYMORE

EASYMORE; EArth SYstem MOdeling REmapper

HiDiHo01 /Buienalarm

Buienalarm component for Home Assistant