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University of British Columbia
- https://sites.google.com/view/samanderson/home
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cnn_lstm_era
cnn_lstm_era PublicCode used in the study "Evaluation and interpretation of convolutional long-short term memory networks for regional hydrological modelling"
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cnn_lstm_interpret
cnn_lstm_interpret PublicCode for the project "Interpreting deep machine learning for streamflow modelling across glacial, nival, and pluvial regimes in southwestern Canada".
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pacific_northwest_heatwave
pacific_northwest_heatwave PublicThe code to reproduce the 'Cryosphere and Streamflow' section of the paper: "The Unprecedented Pacific Northwest Heatwave of June 2021"
Jupyter Notebook 1
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avalanche_canada
avalanche_canada PublicNotebooks to scrape and analyze avalanche rating data from Avalanche Canada.
Jupyter Notebook 1
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shuswap_lake_modelling
shuswap_lake_modelling PublicExploring hydrologic and meteorologic data at Shuswap Lake, British Columbia. Building models to predict lake level and temperature.
Jupyter Notebook
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