Python Package for Empirical Statistical Downscaling. pyESD is under active development and all colaborators are welcomed. The purpose of the package is to downscale any climate variables e.g. precipitation and temperature using predictors from reanalysis datasets (eg. ERA5) to point scale. pyESD adopts many ML and AL as the transfer function.

Lesson materials for Module 1 (M1), "Open Climate Data"

Python framework for short-term ensemble prediction systems.

Global Precipitation Measurement Mission (GPM) python package to download and analyze data with xarray

Application of Gaussian Processes to predicting local precipitation in the Upper Indus Basin, Himalayas.

Repository for nonlinear dimensionality reduction of precipitation microphysics

Various tools for exporting and analyzing hydro(geo)logic time-series from the ehyd.gv.at platform of the Austian government.

heavy rain as a function of the duration and the return period acc. to DWA-A 531 (2012) This program reads the measurement data of the rainfall and calculates the distribution of the rainfall as a function of the return period and the duration for duration steps up to 12 hours (and more) and return period in a range of '0.5a <= T_n <= 100a'

(French) Lesson materials for Module 1 (M1), "Open Climate Data"

Australia SA3-level analysis of relationship between child mortality/morbidity and climate conditions/air pollution

Lesson materials for Module 2 (M2), "Open Climate Science for Agriculture"

A python package to simulate precipitation and diffusion behavior using Calphad

A suite of programs aimed at producing temporal series based on the observational dataset. Daily data of precipitation, maximum temperature and minimum temperature are produced. Two different algorithms have been developed: 1) generation of single point weather data series. 2) generation of a spatially coherent two-dimensional data series.

Command line script and Python package for working with meteorological time-series data.

Real-time US precipitation and weather alert: data from National Weahter Service

A repo for "Precipitation Scaling With Temperature in the Northeast US: Variations by Weather Regime, Season, and Precipitation Intensity"

A repo for "Extreme Precipitation-Temperature Scaling in California: The Role of Atmospheric Rivers"

Working with KNMI precipitation forecast data

Hydrological Data Discovery Tools (R package for hydrology and open data)

Code for importing and compatibly formatting data from various sources used during my PhD.