Ze Jiang's Projects
An open source book to learn data science, data analysis and machine learning, suitable for all ages!
a curated list of R tutorials for Data Science, NLP and Machine Learning
Python code of the Decadal and Hierarchical Markov Chain (DHMC) model for stochastic simulation of daily rainfall
The basic distribution probability Tutorial for Deep Learning Researchers
Downscaling soil moisture estimates from NASA's SMAP mission 9km product
Code for drought detection and attribution using tree-ring reconstructions
run theory to characterize drought indices
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.
Drought modelling and prediction
Drought Severity Assessment Tool (formerly Drought Severity Assessment - Decision Support Tool)
Fast Wavelet Transform assisted predictors of streaming time series
Interface to the public ECMWF API Web Services
Interactive GUI (developed in Python) for calibration and conditional verification of numerical weather prediction model outputs.
Integrated framework for EDSS deployment
An R-package designed for climate and weather data analysis, empirical-statistical downscaling, and visualisation.
Repository for Rmarkdown scripts and results in connection with esd results
Repository for storing Rshiny code
tools for downloading CMIP6 climate model data from ESGF
Code for implementing Extended Triple Collocation (ETC)
EURADCLIM tools
:exclamation: This is a read-only mirror of the CRAN R package repository. Evapotranspiration — Modelling Actual, Potential and Reference Crop Evapotranspiration
Fawkes, privacy preserving tool against facial recognition systems. More info at https://sandlab.cs.uchicago.edu/fawkes
A repo of short "vignettes" illustrating statistical concepts
evaluation of global climate models
Class: Data Analysis in Genome Biology
Geog 2021 Environmental Remote Sensing
GEOG 4/595 Geographical Data Analysis