Website Directory

Author

Affiliation

Pietari Pöykkö, MSc (tech)

University of Oulu

Keywords

drought indices, SGI, drought prediction

Welcome to the site! Below you will find a directory of all available pages.

Drought index assessment for groundwater drought prediction

Author: Pietari Pöykkö
Contact: pietari.poykko@oulu.fi
Organization: University of Oulu
Website: https://www.oulu.fi/en/researchers/pietari-poykko (Personal site not yet…

Standard Element 1

Download source data

Although central in this analysis, the Finnish natural-state groundwater data is not available as one contained, productized, dataset. Instead, the data must be downloaded…

Standard Element 2

Data processing script

Object pipe_sgi_long: Constructed time series of Standardized Groundwater index for all monitoring pipes. 380+ point-source timeseries. Variables: time, station ID, pipe ID…

Standard Element 3

Model training, validation, and interpretation

This notebook contains the “modelling” part of the project. Here the relationships between the SGI and drought indices are examined. This file also produces some summaries…

Standard Element 4

Result visualization

This document showcases and visualizes the results of exploring how two drought indices, Standardized Precipitation Index (SPI) and Standardized Precipitation Evaporation…

All project pages are found above.