zejiang-unsw

WASP

WAvelet System Prediction [Jiang, Z., Sharma, A., & Johnson, F. (2020). Refining Predictor Spectral Representation Using Wavelet Theory for Improved Natural System Modeling. Water Resources Research, 56(3), e2019WR026962.]

zejiang-unsw.github.io

This is Ze Jiang's personal homepage.

synthesis

Synthetic data generator

awesome-earthobservation-code

A curated list of awesome tools, tutorials, code, helpful projects, links, stuff about Earth Observation and Geospatial stuff!

NPRED

Predictor identifier: Nonparametric PREDiction

WASP_matlab

Matlab version of WAvelet System Prediction

Qgen

WQM

Wavelet-based Quantile Mapping [Jiang, Z., & Johnson, F. (2023). A New Method for Postprocessing Numerical Weather Predictions Using Quantile Mapping in the Frequency Domain. Monthly Weather Review.]

Atlas

Repository supporting the implementation of FAIR principles in the IPCC-WGI Atlas

bayesian-stats-with-R

Material for a workshop on Bayesian stats with R

bomrang

Australian government Bureau of Meteorology (BOM) data client for R

climate_indices

Climate indices for drought monitoring

DroughtMonitor

This project contains software for calculating the Australian Combined Drought Indicator (CDI) for NACP's Drought Monitor product. The Australian CDI provides a view of general drought conditions across Australia.

ecPoint-Calibrate

Interactive GUI (developed in Python) for calibration and conditional verification of numerical weather prediction model outputs.

EURADCLIM-tools

EURADCLIM tools

fiveMinuteStats

A repo of short "vignettes" illustrating statistical concepts

gramm

Gramm is a complete data visualization toolbox for Matlab. It provides an easy to use and high-level interface to produce publication-quality plots of complex data with varied statistical visualizations. Gramm is inspired by R's ggplot2 library.

hydroEvents

Hydrology

CRAN Hydrology Task View

lihang-code

《统计学习方法》的代码实现

ml_drought

Machine learning to better predict and understand drought. Moving github.com/ml-clim

neuralhydrology

Python library to train neural networks with a strong focus on hydrological applications.

numpy-ml

Machine learning, in numpy

ocean-analysis

Code used for analysis and visualiation of ocean model data during my postdoc

ppnn

post-processing experiments with neural networks

pyClim-SDM

Statistical Downscaling for Climate Change Projections with a Graphical User Interface

RAINLINK

Retrieval algorithm for rainfall mapping from microwave links in a cellular communication network.

rfarm

RainFarm Python Package

tidyverse-tweets

A Twitter bot for tweeting new tidyverse, tidymodels, and R Markdown questions on StackOverflow and the RStudio Community.

wildfire-forecasting

Forecasting wildfire danger using deep learning.