Man pages for PWFSLSmoke
Utilities for Working with Air Quality Monitoring Data

addAQILegendAdd an AQI Legend to a Map
addAQILinesAdd AQI Lines to a Plot
addAQIStackedBarCreate Stacked AQI Bar
addBullseyeAdd a Bullseyes to a Map or RgoogleMap Plot
addClusteringAdd Clustering Information to a Dataframe
addEsriAddressAdd Address Information to a Dataframe
addGoogleAddressAdd Address Information to a Dataframe
addGoogleElevationAdd Elevation Data to a Dataframe
addIconAdd Icons to a Map or RgoogleMap Plot
addMarkerAdd Icons to a Map or RgoogleMap Plot
addMazamaMetadataAdd State, Country and Timezone to a Dataframe
addShadedBackgroundAdd Shaded Background to a Plot
addShadedNightAdd Nighttime Shading to a Plot
addUSGSElevationAdd Elevation Data to a Dataframe
airnow_createDataDataframesReturn Reshaped, Dataframes of AirNow Data
airnow_createMetaDataframesCreate Dataframes of AirNow Site Location Metadata
airnow_createMonitorObjectsObain AirNow Data and Create ws_monitor Objects
airnow_downloadHourlyDataDownload Hourly Data from AirNow
airnow_downloadParseDataDownload and Aggregate Multiple Hourly Data Files from AirNow
airnow_downloadSitesDownload AirNow Site Location Metadata
airnow_loadLoad Processed AirNow Monitoring Data
airnow_loadDailyLoad Recent Processed AirNow Monitoring Data
airnow_loadLatestLoad Most Recent Processed AirNow Monitoring Data
airnow_qualityControlApply Quality Control to AirNow Dataframe
AIRSISAIRSIS Unit Types
airsis_availableUnitsGet Available Unit Identifiers from AIRSIS
airsis_BAM1020QualityControlApply Quality Control to Raw AIRSIS BAM1020 Dataframe
airsis_createDataDataframeCreate AIRSIS Data Dataframe
airsis_createMetaDataframeCreate AIRSIS Site Location Metadata Dataframe
airsis_createMonitorObjectObain AIRSIS Data and Create ws_monitor Object
airsis_createRawDataframeObain AIRSIS Data and Create a Raw Tibble
airsis_downloadDataDownload Data from AIRSIS
airsisDump_createMonitorObjectIngest AIRSIS Dump File and Create ws_monitor Object
airsisDump_identifyMonitorTypeIdentify AIRSIS Dump File Monitor Type
airsisDump_parseDataParse AIRSIS Dump File Data String
airsis_EBAMQualityControlApply Quality Control to Raw AIRSIS EBAM Tibble
airsis_ESAMQualityControlApply Quality Control to Raw AIRSIS E-Sampler Dataframe
airsis_identifyMonitorTypeIdentify AIRSIS Monitor Type
airsis_loadLoad Processed AIRSIS Monitoring Data
airsis_loadDailyLoad Recent AIRSIS Monitoring Data
airsis_loadLatestLoad Recent AIRSIS Monitoring Data
airsis_parseDataParse AIRSIS Data String
airsis_qualityControlApply Quality Control to Raw AIRSIS Dataframe
AQIOfficial Air Quality Index Levels, Names and Colors
aqiColorsGenerate AQI Colors
AQI_enOfficial Air Quality Index Levels, Names and Colors
AQI_esOfficial Air Quality Index Levels, Names and Colors
Carmel_ValleyCarmel Valley Example Dataset
CONUSCONUS State Codes
createEmptyMetaDataframeCreate Empty Site Location Metadata Dataframe
distanceCalculate the Distance Between Points
epa_createDataDataframeCreate EPA Data Dataframe
epa_createMetaDataframeCreate Sites Metadata Dataframe
epa_createMonitorObjectDownload and Convert Hourly EPA Air Quality Data
epa_downloadDataDownload Data from EPA
epa_loadLoad Processed EPA Monitoring Data
epa_parseDataParse Data from EPA
esriMap_getMapDownload a Spatial Raster Object from ESRI
esriMap_plotOnStaticMapPlot a map from a RGB rasterBrick.
esriTokenToken used for ESRI Geocoding Requests
getEsriTokenGet ESRI Token
getGoogleApiKeyGet Google API Key
googleApiKeyAPI Key used for Google Geocoding Requests
initializeMazamaSpatialUtilsInitialize Mazama Spatial Utils
loadDailyLoad Recent PM2.5 Monitoring Data
loadLatestLoad Recent PM2.5 Monitoring Data
logger.debugPython-Style Logging Statements
logger.errorPython-Style Logging Statements
logger.fatalPython-Style Logging Statements
logger.infoPython-Style Logging Statements
logger.setLevelSet Console Log Level
logger.setupSet Up Python-Style Logging
logger.tracePython-Style Logging Statements
logger.warnPython-Style Logging Statements
logLevelsLog Levels
monitor_aqiCalculate hourly NowCast-based AQI values
monitor_asDataframeReturn Monitor Data in a Single Dataframe
monitor_collapseCollapse a ws_monitor Object into a ws_monitor Object with a...
monitor_combineCombine List of ws_monitor Objects into Single ws_monitor...
monitor_currentDataCreate a dataframe of current monitor data
monitor_dailyStatisticCalculate Daily Statistics
monitor_dailyStatisticListCalculate Daily Statistics
monitor_dailyThresholdCalculate Daily Counts of Values At or Above a Threshold
monitor_distanceCalculate Distances From ws_monitor Monitors to Location of...
monitorDygraphCreate Interactive Time Series Plot
monitorEsriMapCreate an ESRI Map of ws_monitor Object
monitorGoogleMapCreate a Google Map of ws_monitor Object
monitor_isEmptyTest for an Empty ws_monitor Object
monitor_isMonitorTest for an correct structure of ws_monitor Object
monitor_isolateIsolate Individual Monitors
monitor_isTidyCheck if data is tidy-formatted ws_monitor data
monitor_joinMerge Data for Monitors with Shared monitorIDs
monitorLeafletLeaflet Interactive Map of Monitoring Stations
monitorMapCreate Map of Monitoring Stations
monitorMap_performanceCreate Map of Monitor Prediction Performance
monitor_nowcastApply Nowcast Algorithm to ws_monitor Object
monitor_performanceCalculate Monitor Prediction Performance
monitorPlot_dailyBarplotCreate Daily Barplot
monitorPlot_hourlyBarplotCreate Hourly Barplot
monitorPlot_noDataCreate Blank Plot with "No Data" Message
monitorPlot_rollingMeanCreate Rolling Mean Plot
monitorPlot_timeOfDaySpaghettiCreate Time of Day Spaghetti Plot
monitorPlot_timeseriesCreate Timeseries Plot
monitor_printPrint Monitor Data as CSV
monitor_reorderReorder a ws_monitor Object
monitor_replaceDataReplace ws_monitor Data with Another Value
monitor_rollingMeanCalculate Rolling Means
monitor_scaleDataScale ws_monitor Data
monitor_subsetSubset ws_monitor Object
monitor_subsetBySubset ws_monitor Object with a Filter
monitor_subsetByDistanceSubset ws_monitor Object by Distance from Target Location
monitor_subsetDataSubset ws_monitor Object 'data' Dataframe
monitor_subsetMetaSubset ws_monitor Object 'meta' Dataframe
monitor_timeAverageCalculate Time Averages
monitor_toTidyConvert 'ws_monitor' data to a tidy format
monitor_trimTrim ws_monitor Time Axis to Remove NA Periods From Beginning...
monitor_writeCSVWrite Monitor Data as CSV File
monitor_writeCurrentGeoJSONWrite Current Monitor Data to GeoJSON
Northwest_MegafiresNorthwest Megafires Example Dataset
parseDatetimeParse Datetime Strings
raw_enhanceProcess Raw Monitoring Data to Create raw_enhance Object
raw_getHighlightDatesReturn Day Stamps for Values Above a Threshold
rawPlot_pollutionRoseCreate Pollution Rose Plot from a Raw Dataframe
rawPlot_timeOfDaySpaghettiCreate Time of Day Spaghetti Plot from a Raw Dataframe
rawPlot_timeseriesCreate Timeseries Plot from a Raw Dataframe
rawPlot_windRoseCreate Wind Rose Plot from a Raw Dataframe
setEsriTokenSet ESRI Token
setGoogleApiKeySet Google API Key
skill_confusionMatrixConfusion Matrix Statistics
skill_ROCROC Curve
skill_ROCPlotROC Plot
timeInfoGet Time Related Information
upgradeMeta_v1.0Upgrade ws_monitor Metadata to Version 1.0
US_52US State Codes
WRCCWRCC Monitor Names and Unit IDs
wrcc_createDataDataframeCreate WRCC Data Dataframe
wrcc_createMetaDataframeCreate WRCC Site Location Metadata Dataframe
wrcc_createMonitorObjectObtain WRCC Data and Create ws_monitor Object
wrcc_createRawDataframeObtain WRCC Data and Parse into Tibbler
wrcc_downloadDataDownload Data from WRCC
wrccDump_createMonitorObjectIngest WRCC Dump File and Create ws_monitor Object
wrccDump_identifyMonitorTypeIdentify WRCC Dump File Monitor Type
wrccDump_parseDataParse WRCC Dump File String
wrcc_EBAMQualityControlApply Quality Control to Raw WRCC EBAM Titbble
wrcc_ESAMQualityControlApply Quality Control to Raw WRCC E-Sampler Tibble
wrcc_identifyMonitorTypeIdentify WRCC Monitor Type
wrcc_loadLoad Processed WRCC Monitoring Data
wrcc_loadDailyLoad Recent WRCC Monitoring Data
wrcc_loadLatestLoad Recent WRCC Monitoring Data
wrcc_parseDataParse WRCC Data String
wrcc_qualityControlApply Quality Control to Raw WRCC Tibble
PWFSLSmoke documentation built on Oct. 6, 2018, 1:03 a.m.