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3dvar_retrive_radar_wind_from_typhoon1909

this is a radar retrive radar wind rep

ais-predictor

Distributed machine learning application for ship route and ETA prediction

barotropic_model

bpem

A Barotropic Primitive Equation Model

cloud_system_classification

Cloud System Classification Module (Convective Stratiform separation, and Storm Mode classification)

cms_routing

Ship Routing Algorithms for Just-In-Time and Energy Efficient Voyages. By using a genetic algorithm we strive the lowest possible fuel consumption while at the same time keeping the scheduled deadlines. Two different specifications of the algorithm are available, one with a constant engine power, one with an over the route changeable engine power.

cmwnet

PyTorch implementation of paper: Generating the Cloud Motion Winds Field from Satellite Cloud Imagery Using Deep Learning Approach (IGARSS2021).

convlstm-2

Convolutional LSTM for Precipitation Nowcasting

convlstm-cnn-for-tropical-cyclone

Images timeseries sequence with ConvLSTM for windspeed prediction & CNN cyclone intensity

cop_marine

Project "Copernicus Marine Services for Energy optimized Cargo Ship routing", summer semester 2021

cost733class

deep_typhoon

Analysis satellite images of typhoons in deep-learning (CNN). This repo is written in Python3.

deepprecip

A deep convolutional neural network for surface precipitation retrievals

deepsphere-weather

A spherical CNN for weather forecasting

dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

drpy

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

fogpy

Satellite based fog and low stratus detection and nowcasting

geneticalgorithmpython

Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).

geneticalgorithmswithpython

source code from the book Genetic Algorithms with Python by Clinton Sheppard

gpm

Code to download and manage the GPM IMERG precipitation dataset

gpm_api

Global Precipitation Mission (GPM) API to download and read data lazily into xarray.

hko-7

Source code of paper "[NIPS2017] Deep Learning for Precipitation Nowcasting: A Benchmark and A New Model"

lacmopy

Lagrangian Cloud Microphysics model

les-wrf-mpi

Exploring coupling the distributed Large Eddy Simulation and Weather Research and Forecasting model

les_coldpools

Analysis of Cold Pools

ml4convection

Uses machine learning to predict convective initiation and decay from satellite data.

mlmicrophysics

Machine learning emulators for microphysical processes.

model-linear-baroclinic-model

modrsw_enkf

An idealised convective-scale forecast-assimilation framework

most-typhoon-client

Spatio-temporal Typhoon Trajectory Modeling based on MOST (Moving Objects Spatial Temporal ) Model