GitHub - ethanarsht/lakes-in-la: A time series model for predicting evaporation in lakes.

This project uses time-series methods to predict the future surface area of lakes. The final product can be viewed here: https://ethanapps.shinyapps.io/lake_predictor/

Name		Name	Last commit message	Last commit date
Latest commit History 28 Commits
lake_predictor		lake_predictor
.DS_Store		.DS_Store
.gitignore		.gitignore
README.md		README.md
Time Series Hierarchy.png		Time Series Hierarchy.png
arima_crossval_j.Rmd		arima_crossval_j.Rmd
bottom_up_fcast1.png		bottom_up_fcast1.png
cleaning_setu.R		cleaning_setu.R
east_lake_tahoe_monthly_weather.csv		east_lake_tahoe_monthly_weather.csv
exploratory.R		exploratory.R
faceted_fcast1.png		faceted_fcast1.png
general_model_selection.Rmd		general_model_selection.Rmd
hierarchical time series		hierarchical time series
hierarchical_mo_no_xreg.png		hierarchical_mo_no_xreg.png
hierarchical_model.rda		hierarchical_model.rda
lakes.Rproj		lakes.Rproj
south_lake_tahoe_monthly_weather.csv		south_lake_tahoe_monthly_weather.csv
var_armax.Rmd		var_armax.Rmd
water_evaporation_lake_tahoe.csv		water_evaporation_lake_tahoe.csv

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