Utilities for Working with Air Quality Monitoring Data

[Up] [Top]

Documentation for package ‘PWFSLSmoke’ version 0.99.9

Help Pages

A C D E F I L M N O P R S T W

-- A --

addAQILegend Add an AQI Legend to a Map
addAQILines Adds AQI Lines to a Plot
addBullseye Add a Bullseye at the Specified Location
addIcon Add an Icon to a Map or RgoogleMap Plot
addShadedBackground Add Shaded Background
addShadedNight Add Nighttime Shading on an Existing Plot
airnow_createDataDataframes Return Reshaped, Monthly Dataframes of AirNow Data
airnow_createMetaDataframes Return Dataframes of AirNow Site Location Metadata
airnow_downloadData Download and Aggregate Multiple Hourly Data Files from AirNow
airnow_downloadHourlyData Download Hourly Data from AirNow
airnow_downloadSites Download AirNow Site Location Metadata
airnow_load Load AirNow Monitoring Data
airnow_loadLatest Load Recent AirNow Monitoring Data
airnow_qualityControl Apply Quality Control to AirNow Dataframe
airsis_createDataDataframe Create AIRSIS Data Dataframe
airsis_createMetaDataframe Create AIRSIS Site Location Metadata Dataframe
airsis_createMonitorObject Obain AIRSIS Data and Create ws_monitor Object
airsis_createRawDataframe Obain AIRSIS Data and Create a Raw Dataframe
airsis_downloadData Download Data from AIRSIS
airsis_EBAMQualityControl Apply Quality Control to Raw AIRSIS EBAM Dataframe
airsis_ESAMQualityControl Apply Quality Control to Raw AIRSIS E-Sampler Dataframe
airsis_identifyMonitorType Identify AIRSIS Monitor Type
airsis_loadLatest Load Recent AIRSIS Monitoring Data
airsis_parseData Parse AIRSIS Data String
airsis_qualityControl Apply Quality Control to Raw AIRSIS Dataframe
AQI Official Air Quality Index Levels, Names and Colors

-- C --

CarmelValley Carmel Valley Example Dataset
CONUS CONUS State Codes

-- D --

DEBUG Log Levels
distance Calculate the Distance Between Points

-- E --

epa_createDataDataframe Create EPA Data Dataframe
epa_createMetaDataframe Create Sites Metadata Dataframe
epa_createMonitorObject Download and Convert Hourly EPA Air Quality Data
epa_downloadData Download Data from EPA
ERROR Log Levels

-- F --

FATAL Log Levels

-- I --

INFO Log Levels

-- L --

logger.debug Python-Style Logging Statements
logger.error Python-Style Logging Statements
logger.fatal Python-Style Logging Statements
logger.info Python-Style Logging Statements
logger.setLevel Set Console Log Level
logger.setup Set Up Python-Style Logging
logger.trace Python-Style Logging Statements
logger.warn Python-Style Logging Statements
logLevels Log Levels

-- M --

monitorDygraph Create Interactive Time Series Plot
monitorGoogleMap Create a Google Map of ws_monitor Object
monitorLeaflet Leaflet Interactive Map of Monitoring Stations
monitorMap Create Map of Monitoring Stations
monitorMap_performance Create Map of Monitor Prediction Performance
monitorPlot_dailyBarplot Create Daily Barplot
monitorPlot_hourlyBarplot Create Hourly Barplot
monitorPlot_rollingMean Create Individual Value and Rolling Mean Plot
monitorPlot_timeOfDaySpaghetti Create Time of Day Spaghetti Plot
monitorPlot_timeseries Create Timeseries Plot
monitor_collapse Collapse a ws_monitor Object into a ws_monitor Object with a Single Monitor
monitor_combine Combine List of ws_monitor Objects into Single ws_monitor Object
monitor_dailyStatistic Calculate Daily Statistics for each Monitor in a ws_monitor Object
monitor_dailyThreshold Calculate Daily Counts of Values At or Above a Threshold
monitor_distance Calculate Distances From ws_monitor Monitors to Location of Interest
monitor_isolate Isolate Individual Monitors
monitor_nowcast Apply Nowcast Algorithm to ws_monitor Object
monitor_performance Calculate Monitor Prediction Performance
monitor_reorder Reorder a ws_monitor Object
monitor_replaceData Subset Monitoring Data
monitor_rollingMean Calculate Rolling Means of ws_monitor PM2.5 Data
monitor_subset Create a Subset of a ws_monitor Object
monitor_subsetBy Subset Monitoring Data
monitor_subsetByDistance Subset ws_monitor Object by Distance from Target Location
monitor_subsetData Subset ws_monitor Object 'data' Dataframe
monitor_subsetMeta Subset ws_monitor Object 'meta' Dataframe
monitor_timeAverage Calculate Time Averages
monitor_trim Trim ws_monitor Time Axis to Remove NA Periods From Beginning and End

-- N --

Northwest_Megafires Northwest Megafires Example Dataset

-- O --

openaq_assignStateCode Assign State Codes to the Available Longitudes and Latitudes
openaq_createDataDataframes Create OpenAQ Data Dataframe
openaq_createMetaDataframes Create OpenAQ Site Location Metadata Dataframe
openaq_downloadData Download and Aggregate Multiple Daily Data Files from OpenAQ

-- P --

parseDatetime Parse Datetime Strings

-- R --

rawPlot_pollutionRose Create Pollution Rose Plot from a Raw Dataframe
rawPlot_timeOfDaySpaghetti Create Time of Day Spaghetti Plot from a Raw Dataframe
rawPlot_timeseries Create Timeseries Plot from a Raw Dataframe
rawPlot_windRose Create Wind Rose Plot from a Raw Dataframe
raw_enhance Process Raw Monitoring Data to Create raw_enhance Object
raw_getHighlightDates Return Day Stamps for Values Above a Threshold

-- S --

skill_confusionMatrix Confusion Matrix Statistics
skill_ROC ROC Curve
skill_ROCPlot ROC Plot

-- T --

timeInfo Get Time Relatied Information
TRACE Log Levels

-- W --

WARN Log Levels
WRCC WRCC Monitor Names and Station IDs
wrcc_createDataDataframe Create WRCC Data Dataframe
wrcc_createMetaDataframe Create WRCC Site Location Metadata Dataframe
wrcc_createMonitorObject Obtain WRCC Data and Create ws_monitor Object
wrcc_createRawDataframe Obtain WRCC Data and Parse into Dataframe
wrcc_downloadData Download Data from WRCC
wrcc_EBAMQualityControl Apply Quality Control to Raw WRCC EBAM Dataframe
wrcc_ESAMQualityControl Apply Quality Control to Raw WRCC E-Sampler Dataframe
wrcc_identifyMonitorType Identify WRCC Monitor Type
wrcc_loadLatest Load Recent WRCC Monitoring Data
wrcc_parseData Parse WRCC Data String
wrcc_qualityControl Apply Quality Control to Raw WRCC Dataframe