The initial data exploration in preparation to build a predictive model for ecological health. This model will enable users to predict if a stream site is human-impacted or more natural, based on the types of species that appear in each sample.

A reproducible and scalable workflow to calculate the ice cycles for rivers in Canada, as well as an analysis of how river ice is changing over time.

An R package created to calculate ice cycle variables from flow data for any of the 1000+ stations managed by the Water Survey of Canada.

Visualization of water flow data availability, to make it easier to select stations with overlapping years and years of consecutive data.

Data aggregation, wrangling, and exploration of macroinvertebrate data for a long-term biomonitoring program across Canada.

Indicators of Hydrologic Alteration for a station on the Slave River, but without the source code visible.

Indicators of Hydrologic Alteration for a station on the Slave River