andersonsam

avalanche_canada

Notebooks to scrape and analyze avalanche rating data from Avalanche Canada.

CGU_2022_glacier_interpret

The code to reproduce the findings discussed in: "Using glaciers to interpret the decision-making of deep learning hydrological models", Canadian Geophysical Union 2022.

cnn_lstm_era

Code used in the study "Evaluation and interpretation of convolutional long-short term memory networks for regional hydrological modelling"

cnn_lstm_interpret

Code for the project "Interpreting deep machine learning for streamflow modelling across glacial, nival, and pluvial regimes in southwestern Canada".

eosc_410

Course materials for EOSC 410 (Jan - Apr 2020)

heat_wave

Code to simulate heatwaves across glaciated basins in southwestern Canada.

heatwave_century_observations

Code to produce the findings in the paper: "A Century of Variability of Heatwave-Driven Streamflow in Melt-Driven Basins and Implications Under Climate Change".

pacific_northwest_heatwave

The code to reproduce the 'Cryosphere and Streamflow' section of the paper: "The Unprecedented Pacific Northwest Heatwave of June 2021"

pca_som_streamflow

shuswap_lake_modelling

Exploring hydrologic and meteorologic data at Shuswap Lake, British Columbia. Building models to predict lake level and temperature.

andersonsam/cnn_lstm_era

Code used in the study "Evaluation and interpretation of convolutional long-short term memory networks for regional hydrological modelling"

andersonsam/cnn_lstm_interpret

Code for the project "Interpreting deep machine learning for streamflow modelling across glacial, nival, and pluvial regimes in southwestern Canada".

andersonsam/heatwave_century_observations

Code to produce the findings in the paper: "A Century of Variability of Heatwave-Driven Streamflow in Melt-Driven Basins and Implications Under Climate Change".

andersonsam/heat_wave

Code to simulate heatwaves across glaciated basins in southwestern Canada.

andersonsam/pca_som_streamflow

andersonsam/eosc_410

Course materials for EOSC 410 (Jan - Apr 2020)

andersonsam/pacific_northwest_heatwave

The code to reproduce the 'Cryosphere and Streamflow' section of the paper: "The Unprecedented Pacific Northwest Heatwave of June 2021"

andersonsam/avalanche_canada

Notebooks to scrape and analyze avalanche rating data from Avalanche Canada.

andersonsam/CGU_2022_glacier_interpret

The code to reproduce the findings discussed in: "Using glaciers to interpret the decision-making of deep learning hydrological models", Canadian Geophysical Union 2022.

andersonsam/shuswap_lake_modelling

Exploring hydrologic and meteorologic data at Shuswap Lake, British Columbia. Building models to predict lake level and temperature.

andersonsam/climate_flow_seasonality

Make a gif of seasonal temperature, precipitation, and streamflow in British Columbia and Alberta, Canada.

andersonsam/glacier_hypso_SOM

Visualizing glacier hypsometry across a region with self-organizing maps.

andersonsam/glacier_streamflow_toy

A simple model to estimate how streamflow in glacier-fed rivers may change under a range of glaciation scenarios in Alberta.

andersonsam/sine_delta_widget

Useable widget to visualize delta-sensitivity for user-adjustable climates.

andersonsam/som_simple

A simple implementation of a self-organizing map.