processing-outputs-old.Rmd

# (PART) Old Stuff {-}

# Processing Outputs - OLD {#processing-outputs -}


## Visualising Results {-}

Depending on your preference for visualisation software, both Excel and R can be used for the plotting of GLM's general lake or depth-specific csv outputs. R is required for visualising NetCDF outputs. 

### Excel {-}

```{r pic04-1, echo=FALSE, fig.cap="", out.width = '100%'}
knitr::include_graphics("images/processing-outputs/picture1.png")
```

### R {-}

```{r echo=TRUE, message=FALSE, warning=FALSE}
# Load packages
library(tidyverse) 
library(lubridate)

read_csv("plots/processing-outputs/WQ_5.csv") %>%  # Read GLM csv
  mutate(
    time = as_datetime(time, format = "%Y-%m-%d %H:%M:%S") # Format date/time
  ) %>% 
  ggplot(mapping = aes(x = time, y = temp)) + # Plot with ggplot()
  geom_line(colour = 'red') +
  labs(x = "Date", y = "Temperature (°C)") +
  theme_classic()
  
```

### Water balance {.unnumbered #WaterBalance}

```{r pic04-2, echo=FALSE, fig.cap="", out.width = c('40%','10%','40%')}
knitr::include_graphics(c("images/02-files/GLMworkbook-10.png","images/Spacer.png","images/02-files/GLMworkbook-09.png"))
```

```{=tex}
\begin{eqnarray}
\frac{\Delta Storage}{\Delta time} = Rainfall + Snow + Local \ \ runoff + River \ \ inflow
\\
- Evaporation - Withdrawal - Overflow - Seepage
(\#eq:outputs-1)
\end{eqnarray}
```

### Heat balance {-}

```{r pic04-3, echo=FALSE, fig.cap="", out.width = '40%'}
knitr::include_graphics("images/02-files/GLMworkbook-11.png")
```