Man pages for nwagenbrenner/windtools
Tools to process and visualize wind data
| binDirections | Bin observed wind directions into 16 bins |
| binSpeeds | Bin wind speeds for vector plotting |
| buildAverages | Build a dataframe with plot averages |
| buildBiasHourlyAverages | Build a dataframe with hourly averaged observed and predicted... |
| buildHourlyAverages | Build a dataframe with hourly averaged data |
| createLookUpTable | Generate a lookup table |
| dbFetch | Generic fetching function |
| dbFetchAll | Fetch all data from an SQLite database for a specified time... |
| dbFetchHourlyAvg | Fetch averaged data from an SQLite database for a specified... |
| dbFetchMultipleSensors | Fetch all data from multiple sensors for a specified time... |
| dbFetchSensor | Fetch all data from a single sensor for a specified time... |
| dbFetchSensorLocation | Fetch the location (lat/lon) of one or more sensors |
| dbFetchWind | Fetch all data from an SQLite database in windtools format... |
| distributionFromTable | Generate wind direction distribution |
| facetLabeller | Relable facets for wind regimes |
| mae | Calculate the mean absolute error |
| makeVectorMap | Make a vector map of the wind field |
| plotSensor | Plot wind speed/direction as a time series |
| raster2kml | Write a kml from a raster object |
| raster2VectorMap | Make a vector map from wind speed and direction rasters |
| rasterToVectorMap | Convert speed, dir rasters to a vector map |
| readData | Read wind data |
| reorderFactor | Reorder a factor in a dataframe |
| rmse | Calculate the root mean squared error |
| sde | Calculate the standard deviation of error |
| shinyPlotSensorSpeed | Plot wind speed as a time series |
| speed2u | Convert speed/direction to u-component of wind |
| speed2v | Convert speed/direction to v-component of wind |
| subsetOnDate | Subset wind data on datetime criteria |
| subsetOnDirection | Subset wind data on direction criteria |
| subsetOnHour | Subset an averaged hourly dataframe by hour |
| subsetOnSpeed | Subset wind data on speed criteria |
| uv2dir | Convert u,v to wind direction |
| uv2speed | Convert u,v to wind speed |
| windtools | windtools |
| wnBoxplot | Make a box plot |
| wnBuildBiasDf | Combine multiple bias.txt files into a single dataframe |
| wnCreateBiasVectorMap | Create vector maps of overlaid observed and predicted winds |
| wnCreateBubbleMap | Create bubble maps of wind prediction errors |
| wnCreatePredObsVectorMap | Make a vector map of observed and forecasted wind fields |
| wnCreateVectorMap | Make a vector map of observed or forecasted wind field |
| wnPlotBiasVsObs | Plot bias vs observed data |
| wnPlotDirTs | Make a faceted wind direction time series plot |
| wnPlotObsVsPred | Plot observed vs predicted values |
| wnPlotSpeedTs | Make a faceted wind speed time series plot |
| wnReadBiasData | Read bias.txt file create from writeBias.py |
