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radar_cappi

CAPPI (Constant altitude plan position indicator) for radar data

radar_daily

Create daily file from gridded radar files. Compute new products like the Cloud Top Height and the Steiner classification.

rain-gage-tools

Tools for reading rain gage data files

rainnet

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

raintype_python

Cartesian version of rainfall type categorization of Powell et al. (2016, JTECH)

raintype_python_polar

Polar Coordinate version of Powell et al. (2016) Rain-type Classification Algorithm

rainymotion

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

rca

Radar calibration monitoring technique using ground clutter. Relative Clutter Adjustment (RCA)

rnn_pytorch

Using the Pytorch to build an image temporal prediction model of the encoder-forecaster structure, ConvGRU kernel & ConvLSTM kernel

satellite

Scripts para análisis de datos de GOES, MODIS, GPM, TRMM ...

satellite-image-deep-learning

Resources for deep learning with satellite & aerial imagery

sci_animations

scientific-python-lectures

Lectures on scientific computing with python, as IPython notebooks.

singledop

Single Doppler Retrieval Toolkit (SingleDop)

sr_gr_klot

Comparison of KLOT radar with GPM

storm-structure

A student project on using multiple radars to study the spatial structure of storms

sympl

A toolkit for building planetary/Earth system models in Python

temperature-prediction-rnn

tephi

Tephigram plotting in Python

timeseries

Methods for modeling time series of precipitation fields.

tmatrix_ocean

T-Matrix calculation using pytmatrix

tobac

Tracking and object-based analysis of clouds

torchsat

🔥TorchSat 🌏 is an open-source deep learning framework for satellite imagery analysis based on PyTorch.

trmm_nn

ts_bill

Tropical Storm Bill polarimetric radar/GPM DPR/microphysical analysis

uwnet

Neural Networks based unified physics parameterization for atmospheric models

vad

Velocity Azimuth Display modules for possible future use in Py-ART.

vad-plotter

Plotter for NEXRAD VWP retrievals.

vispy

Main repository for Vispy

visualization

Visualization of 2d precipitation fields and forecasts.