royalosyin / A-Beginner-Guide-to-Carry-out-Extreme-Value-Analysis-with-Codes-in-Python
A beginner's guide to carry out extreme value analysis, which consists of basic steps, multiple distribution fitting, confidential intervals, IDF/DDF, and a simple application of IDF information for roof drainage design. The guide mainly focuses on extreme rainfall analysis. However, the basic steps are also suitable for other climatic or hydrol…
☆54Updated 7 years ago
Alternatives and similar repositories for A-Beginner-Guide-to-Carry-out-Extreme-Value-Analysis-with-Codes-in-Python:
Users that are interested in A-Beginner-Guide-to-Carry-out-Extreme-Value-Analysis-with-Codes-in-Python are comparing it to the libraries listed below
- pyEOF: Empirical Orthogonal Function (EOF) analysis and Rotated EOF analysis in Python☆43Updated 3 years ago
- Generalized Analog Regression Downscaling (GARD) code☆33Updated last year
- Command Line Interface to download ERA5 from Copernicus Climate Data Service☆52Updated 3 weeks ago
- Python code to manage ERA5 downloads at NCI☆32Updated 4 years ago
- Source code for the Last Millennium Reanalysis (LMR) project☆30Updated 5 years ago
- Examples of analysis of CMIP6 data using xarray and dask☆54Updated 5 years ago
- Statistical Downscaling for Climate Change Projections with a Graphical User Interface☆30Updated 4 months ago
- This is a 'hands-on' tutorial for the RIKEN International School on Data Assimilation (RISDA2018).☆26Updated last year
- GOES-16 Convective Initiation Benchmark☆17Updated 2 years ago
- Implementation of Climdex indices in Python/xarray/dask☆13Updated 4 years ago
- Jupyter notebooks for WRF-Hydro trainings☆53Updated 7 months ago
- Working repository for planning/execution of the "Time of Emergence" project at the CMIP6 Hackathon☆15Updated 5 years ago
- This is the STORM (Synthetic Tropical cyclOne geneRation Model) Model. Input for this model is generated via the STORM data preprocessing…☆42Updated 2 years ago
- Materials for the Machine Learning in Python for Environmental Science Problems AMS 2020 Short Course☆29Updated 5 years ago
- Python API for interfacing with the IBTrACS tropical cyclone best track dataset☆13Updated last year
- Python for Atmosphere and Ocean Scientists☆92Updated 2 months ago
- ☆111Updated 3 years ago
- Climate analysis toolbox to investigate teleconnections, test for causality, and make forecasts.☆33Updated 2 years ago
- ☆24Updated last year
- machine learning for the atmospheric sciences - a CSU course☆32Updated last year
- This repository provides a Python implementation of the calculation algorithm for the OLR-based MJO index (OMI).☆37Updated 2 years ago
- ☆26Updated 9 months ago
- Mid-Latitude Evaluation System☆15Updated 3 years ago
- Tool using python and cdo to apply daily climate downscaling with BCSD.☆34Updated 2 years ago
- A Python Package for Statistical Analysis of Climate☆61Updated 7 months ago
- Python package for downloading ECMWF reanalysis data and converting it into a time series format.☆40Updated 3 weeks ago
- Code used for the analysis and visualisation of climate data during my PhD☆39Updated 7 years ago
- The Climate Variability Diagnostics Package for Large Ensembles (CVDP-LE) developed by NCAR's Climate Analysis Section is an automated an…☆11Updated 9 months ago
- python library for bias correction☆32Updated 2 years ago
- ☆29Updated 7 months ago