nicolasfauchereau
Climate Scientist working on scale interactions in the climate system, predictability and Machine Learning. Pythonista, Data Geek, Solarpunk.
NIWAHamilton, Aotearoa (New Zealand)
Pinned Repositories
ACRE_workshop
Climate indices and synoptic types in Python
Auckland_Cycling
An analysis of cycling counts in Auckland in relation to the weather
Auckland_Python_Workshop
Python for Climate and Meteorological Data Analysis and Visualisation
climate_data_analytics
Material (Jupyter Notebooks) for the University of Otago Climate Data and Analytics Workshop (26 May 2022)
ICU_Water_Watch
Repository for the code, notebooks and scripts for the ICU "Water Watch" (Drought monitoring and forecasting for the Southwest Pacific)
metocean
Python for ocean - atmosphere science and engineering
ML4SeasonalForecasts
A set of Python modules and Jupyter notebook exploring the potential of Machine Learning for downscaling seasonal climate forecast models
NIWA_Python_seminars
A series of IPython notebooks on Python for data analysis geared towards environmental sciences
paleopy
implements bases classes, methods and functions for PICT (Past Interpretation of Climate Tool)
Python-for-data-analysis-and-visualisation
NIWA Scientific Python tutorial, April 2015, Wellington, New Zealand
nicolasfauchereau's Repositories
nicolasfauchereau/Pacific_RCC
Codes and Resources for the Pacific Regional Climate Centre network (PI-RCC)
nicolasfauchereau/A-Robust-Generative-Adversarial-Network-Approach-for-Climate-Downscaling
Code for paper "A Robust Generative Adversarial Network Approach for Climate Downscaling"
nicolasfauchereau/ace
AI2 Climate Emulator
nicolasfauchereau/AIES_D_23_0094
The major source code of the paper "Generative ensemble deep learning severe weather prediction from a deterministic convection-allowing model"
nicolasfauchereau/awesome-notebooks
A powerful data & AI notebook templates catalog: prompts, plugins, models, workflow automation, analytics, code snippets - following the IMO framework to be searchable and reusable in any context.
nicolasfauchereau/cfr
A Python package for Climate Field Reconstruction
nicolasfauchereau/ClimatePython
📈 Series of workshops and lectures using Python in the climate/atmospheric sciences 📉
nicolasfauchereau/climatereconstructionAI
Software to train/evaluate models to reconstruct missing values in climate data (e.g., HadCRUT4) based on a U-Net with partial convolutions
nicolasfauchereau/CoastSat
Global shoreline mapping tool from satellite imagery
nicolasfauchereau/copernicus-training-c3s
Training material for the C3S / CDS
nicolasfauchereau/course_ml_ats
machine learning for the atmospheric sciences - a CSU course
nicolasfauchereau/ehfheatwaves
A script to calculate heatwaves from AWAP
nicolasfauchereau/factor_analyzer
A Python module to perform exploratory & confirmatory factor analyses.
nicolasfauchereau/graphcast
nicolasfauchereau/jsmetrics
A Python package of algorithms and metrics used to characterise and identify jet streams, based on xarray.
nicolasfauchereau/MYRIAD-HESA
nicolasfauchereau/netCS
network-based constraint to evaluate Climate Sensitivity
nicolasfauchereau/neural-lam
Neural Weather Prediction for Limited Area Modeling
nicolasfauchereau/OISST_indices
indices and maps derived from the daily OISST v2 product
nicolasfauchereau/PICT_notebooks
code (paleopy) and notebooks for the PICT standalone version
nicolasfauchereau/Richardson_2023_energy
nicolasfauchereau/SCAFET
SCAlable Feature Extraction and Tracking
nicolasfauchereau/seatac-txx
Code for extreme temperature analysis at Seattle-Tacoma airport
nicolasfauchereau/selenium-python-helium
Selenium-python but lighter: Helium is the best Python library for web automation.
nicolasfauchereau/sketchbook-earth
Sketchbook Earth: Illustrated Climate Chronicles
nicolasfauchereau/SST_forecasting
SST forecasting and validation, leveraging the C3S MME
nicolasfauchereau/sup3r
The Super-Resolution for Renewable Resource Data (sup3r) software uses generative adversarial networks to create synthetic high-resolution wind and solar spatiotemporal data from coarse low-resolution inputs.
nicolasfauchereau/Tokelau_NCOF
Preliminary clearing house for the climate products developed to support Tokelau's National Climate Outlook Forums, funding provided by the WMO
nicolasfauchereau/xeofs
Comprehensive EOF analysis in Python with xarray: A versatile, multidimensional, and scalable tool for advanced climate data analysis
nicolasfauchereau/xmhw
Xarray version of Marine Heatwaves code by Eric Olivier