DJackCai
Environmental Data Scientist @CSIRO Bayesian statistics, hydrological modelling, spatio-temporal raster/netcdf data analysis
CSIRO
Pinned Repositories
AWRA-L
This repository updates different codes to extract forcing data & static parameters, sensitivity analysis, parameter calibration and data assimilation for the AWRA-L model.
hydro_model_calibration
This repository contains documents relevant to the use of Markov Chain Monte Carlo (MCMC) algorithm in the calibration of hydrological model to both 1) obtain sets of optimal parameter values to attain improve model performance and 2) quantify the associated parameter uncertainty in parameter estimates.
Spatiotemporal
Spatio-temporal data processing, analysis, modelling, prediction and visualisation records (R and Shell Script)
visualisation_workflow
This repo will update some commands and methods to visualise different types of data for various purposes in R.
DJackCai's Repositories
DJackCai/hydro_model_calibration
This repository contains documents relevant to the use of Markov Chain Monte Carlo (MCMC) algorithm in the calibration of hydrological model to both 1) obtain sets of optimal parameter values to attain improve model performance and 2) quantify the associated parameter uncertainty in parameter estimates.
DJackCai/AWRA-L
This repository updates different codes to extract forcing data & static parameters, sensitivity analysis, parameter calibration and data assimilation for the AWRA-L model.
DJackCai/Spatiotemporal
Spatio-temporal data processing, analysis, modelling, prediction and visualisation records (R and Shell Script)
DJackCai/visualisation_workflow
This repo will update some commands and methods to visualise different types of data for various purposes in R.