hydrogo

rainymotion

Python library for radar-based precipitation nowcasting based on optical flow techniques

rainnet

RainNet: a convolutional neural network for radar-based precipitation nowcasting

LHMP

Lumped Hydrological Models Playgroud

DA_and_ML_in_hydrology

"Data analysis and Machine learning in hydrology" course materials

SWAP

SWAP (Soil Water - Atmosphere - Plants) land-surface model by Y.M.Gusev and O.N.Nasonova

2018_VinoRead_wrkshp

Runoff modeling: as simple as possible, but not simpler. Hydrological modeling workshop.

MORS

modern hydrological modeling and forecasting system

opennowcast

OpenNowcast: the first end-to-end operational platform for precipitation nowcasting based on deep learning

firstpaper

KALI

KALI

KALIv2

KALIv2

the-rainnet2024-family

The family of RainNet2024 models for precipitation nowcasting

HMM

hydrological modeling metrics of fit

ML_in_hydrology_gs

Getting started with machine learning in hydrology

4Y11M2D

hydrogo.github.io

Personal website of Georgy Ayzel

mel

Mass extinction (machine) learning

ontrack

Techniques for weather radar tracking and nowcasting

openforecast

OpenForecast: runoff forecasts for free

RFR-codes

The collection of python scripts and Jupyter Notebooks for the compilation of the Runoff for Russia (RFR v1.0) dataset.

YaCup23_ML_Nowcasting

beats-of-the-era

blog

FIT_ML

Machine learning models determine factors affecting transit line dynamics

geox-young-academy

Geo.X Young Academy

PyETo

Python package for calculating reference/potential evapotranspiration (ETo).

RFR

WAT

What about water

WB

The Small Aral Sea Water Balance App

YaDataNightPrep