Introduction | The french_creek dataset | Remove anomalous values | Ensure even timesteps | Convert datetime to solar time | Calculate modeled light (PAR) | Estimate barometric pressure | Optional: get pressure and observed light from NASA POWER | Calculate O~2~ saturation | Assemble the final tibble | References

Introduction | Dissolved oxygen saturation | CO2 partial pressure | Dissolved CO2 concentration | Vapor pressure and solubility | Combine calculations for model input

Introduction | Flow conversions | Pressure conversions and elevation correction | Water density and water height | Modeled light

Introduction | Fill missing timesteps | Convert UTC and solar time | Assign seasons | Flag potential outliers | Summary statistics | Histogram bin widths | Flow exceedance probabilities

Introduction | Load and reshape the data | Convert units | Add season | Time series overview | Flag anomalous values | Flow duration curve | Discharge variability by season | Discharge histogram

Introduction | Study site | Search for stations | Find nearby stations | Download daily weather data | Barometric pressure and PAR | Use station IDs with GHCNh data

Introduction | Caching downloaded data | Explore the variable catalog | Discover stations | Check station activity | Check the most recent observation | Retrieve time-series data | Example workflow: monthly precipitation | FW13 fire weather data

Introduction | Caching downloaded data | Discover networks and stations | Retrieve current observations | Retrieve one day of observations | Retrieve daily summaries | Practical notes

Introduction | Caching downloaded data | Discover TWDB stations | Retrieve current observations | Retrieve recent time series | Retrieve one variable | Example workflow: station weather summary | API scope

Authentication | Finding cameras | Listing available images | Filtering by time | Chronological order | Pagination | Downloading images | Image sizes | Time filtering | Resuming partial downloads | Making a GIF | One frame per day | Making a video | Next steps

Camera discovery with gage metadata | Listing images from both cameras | Downloading images from both sites | GIF of the Roswell camera | Video of the Acme camera | Tips