Name: Georgy Ayzel
Type: User
Company: the University of Potsdam
Bio: PhD-student in the University of Potsdam (Germany). In love with my family, hydrology, Python, machine learning, and blogging.
Location: Potsdam
Blog: ayzelgv.wordpress.com
Georgy Ayzel's Projects
Runoff modeling: as simple as possible, but not simpler. Hydrological modeling workshop.
"Data analysis and Machine learning in hydrology" course materials
Machine learning models determine factors affecting transit line dynamics
Geo.X Young Academy
hydrological modeling metrics of fit
Personal website of Georgy Ayzel
Analysis of hydrological oriented time series.
KALI
KALIv2
Lumped Hydrological Models Playgroud
Mass extinction (machine) learning
Getting started with machine learning in hydrology
modern hydrological modeling and forecasting system
Techniques for weather radar tracking and nowcasting
OpenForecast: runoff forecasts for free
OpenNowcast: the first end-to-end operational platform for precipitation nowcasting based on deep learning
Python package for calculating reference/potential evapotranspiration (ETo).
RainNet: a convolutional neural network for radar-based precipitation nowcasting
Python library for radar-based precipitation nowcasting based on optical flow techniques
The collection of python scripts and Jupyter Notebooks for the compilation of the Runoff for Russia (RFR v1.0) dataset.
Электронный учебник-пособие по научной графике в python
SWAP (Soil Water - Atmosphere - Plants) land-surface model by Y.M.Gusev and O.N.Nasonova
The family of RainNet2024 models for precipitation nowcasting
What about water
The Small Aral Sea Water Balance App