nicolasfauchereau

ML4seas

Repository for the (mostly Python) code developed as part of the MBIE Smart Ideas project on Machine Learning for seasonal climate forecasting in New Zealand

ML4SeasonalForecasts

A set of Python modules and Jupyter notebook exploring the potential of Machine Learning for downscaling seasonal climate forecast models

Python_learning_path

NIWA Python Learning path

DL4SEAS

Repository for experiments using Deep Learning for Seasonal Climate Forecasting over New Zealand

GAN_art

Some notebooks for experimenting with Generative Adversarial Network (GAN) art

Pacific_RCC

Code for the Pacific RCC ENSO tracker and other products

Python_Wellington_Sept2020

SIMS

Solomon Islands Meteorological Services TRMM/TMPA rainfall monitoring

Vanuatu

Vanuatu SST and Rainfall monitoring code and ressources

Wellington_Python_Workshop_April_2019

Github repository for the NIWA Wellington Python workshop's material

BAMS_SOTC_2019

code to produce the figures included in the BAMS "State of the Climate 2019" report, section on the Pacific Convergence Zones

clidesc_ops_Fiji

repository for the interpolation of TRMM rainfall onto the Fiji Digital Elevation Model

cmip6-temperature-demo

Deep-Learning-Papers-Reading-Roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

DL_ENSO

CNN for climate forecast

ESRI_notebooks_redux

reimplementation of some ESRI example notebooks without ARCGIS, work in progress

ICU_Web

NIWA's Island Climate Update realtime and forecast products for the Pacific region

Island_Climate_Update

code for the Island Climate Update processes

NCC_OISST

code for the SST maps and regional SST indices going into the global PPT and the watercare report

Samoa

Samoa SST and TRMM rainfall monitoring

weather_maps

notebooks for making basic weather maps from online data

xskillscore

Metrics for verifying forecasts

NZ_SST_EEZ

Notebook to calculate the area-weighted annual SST within Aotearoa's Exclusive Economic Zone

pangeo-tutorial

Interactive jupyter notebooks for pangeo tutorial events

PRML

PRML algorithms implemented in Python

solarpunk

Some Zim notebooks related to solapunk resources, thoughts, writings etc

ST-DBSCAN

Implementation of ST-DBSCAN algorithm based on Birant 2007

tigramite

Tigramite is a time series analysis python module for causal discovery. The Tigramite documentation is at

WeatherBench

A benchmark dataset for data-driven weather forecasting

xmca

Maximum Covariance Analysis in Python