Package index • tbeploads

Analyze data

Functions for analyzing data.

anlz_aa(): Allocation assessment for NPS/MS4 entities and IPS facilities
anlz_ad(): Calculate AD loads and summarize
anlz_dps(): Calculate DPS reuse and end of pipe loads and summarize
anlz_dps_facility(): Calculate DPS reuse and end of pipe loads from raw facility data
anlz_gw(): Calculate groundwater loads to Tampa Bay segments
anlz_ips(): Calculate IPS loads and summarize
anlz_ips_facility(): Calculate IPS loads from raw facility data
anlz_ml(): Calculate material loss (ML) loads and summarize
anlz_ml_facility(): Calculate material loss (ML) loads from raw facility data
anlz_nps(): Calculate non-point source (NPS) loads for Tampa Bay
anlz_nps_gaged(): Calculate non-point source (NPS) loads for gaged basins
anlz_nps_psremove(): Remove point source loads from non-point source load estimates
anlz_nps_ungaged(): Estimated non-point source (NPS) ungaged loads
anlz_spr(): Calculate spring loads to Hillsborough Bay

Internal datasets

Supporting datasets used by the other functions.

aa_corrections: Allocation assessment TN load corrections by bay segment and entity
ad_distance: Data frame of distances of segment locations to National Weather Service (NWS) sites
allflo: Data frame of all flow data used in anlz_nps_gaged and anlz_nps_ungaged
allwq: Data frame of all water quality data used in anlz_nps_gaged
clucsid: Lookup table for FLUCCSCODE conversion to CLUCSID and IMPROVED
contdry: Upper Floridan Aquifer potentiometric surface raster, dry season 2022
contwet: Upper Floridan Aquifer potentiometric surface raster, wet season 2022
dbasing: Basin information for coastal subbasin codes
emc: Event Mean Concentration (EMC) data for CLUCSID in Tampa Bay
facilities: Domestic and industrial point source facilities, including industrial with material losses
hydro_baseline: Historic 1992-1994 mean total water load baseline by bay segment and basin
nps_allocations: TBNMC TN load allocations for NPS/MS4 entities
nps_distance: Data frame of distances of drainage basin locations to National Weather Service (NWS) sites
ps_allocations: TBNMC TN load allocations for IPS point source facilities
rain: Data frame of daily rainfall data from NOAA NCDC National Weather Service (NWS) sites from 2017 to 2023
rain_historic: Data frame of historical daily rainfall datas
rcclucsid: Lookup table for CLUCSID runoff coefficients
tbbase: Combined spatial data required for non-point source (NPS) ungaged estimate
tbdbasin: Simple feature polygons major drainage basins in the Tampa Bay Estuary Program boundary
tbfullshed: Simple features polygon for the Tampa Bay Estuary Program boundary
tbjuris: Simple feature polygons of jurisdictional boundaries in the Tampa Bay Estuary Program boundary
tblu2023: Simple feature polygons of 2023 land use in the Tampa Bay Estuary Program boundary
tbsegdetail: Simple feature polygons of Tampa Bay segments with shoreline detail
tbsoil: Simple feature polygons of soil data in the Tampa Bay Estuary Program boundary
tbsubshed: Simple feature polygons of sub-watersheds in the Tampa Bay Estuary Program boundary
usgsflow: Data frame of USGS stream flow data from the USGS NWIS database for 2021 to 2023

Utility functions

Utility functions used by other functions or standalone.

util_aa_npsfactors(): Create NPS disaggregation factors for allocation assessment
util_getrain(): Get rainfall data at NOAA NCDC sites for atmospheric deposition and non-point source ungaged calculations
util_gw_getcontour(): Download and rasterize FDEP Upper Floridan Aquifer potentiometric surface
util_gw_getwq(): Get groundwater quality concentrations for Floridan aquifer segments
util_gw_grad(): Compute hydraulic gradient per bay segment from potentiometric surface raster
util_gw_showgrad(): Visualise the hydraulic gradient for a bay segment
util_nps_fillmiswq(): Fill in missing water quality values for non-point source (NPS) data
util_nps_getextflow(): Get external flow data not from USGS for NPS calculations
util_nps_getflow(): Get flow data from for NPS calculations at gaged sites
util_nps_getswfwmd(): Retrieve non-point source (NPS) supporting data from SWFWMD web services
util_nps_getusgsflow(): Get flow data from USGS for NPS calculations
util_nps_getwq(): Get water quality data for NPS gaged flows
util_nps_landsoil(): Utility function for non-point source (NPS) ungaged workflow to create land use and soil data
util_nps_landsoilrc(): Utility function to create non-point source (NPS) ungaged land use and soil runoff coefficients
util_nps_lusumm(): Summarize non-point source (NPS) ungaged loads by land use
util_nps_preplog(): Utility function for non-point source (NPS) ungaged workflow to prepare land use and soil data for logistic regression
util_nps_preprain(): Prep rain data for non-point source (NPS) ungaged load estimates
util_nps_segment(): Create bay segment column for non-point source (NPS) load data
util_nps_tbbase(): Create unioned base layer for non-point source (NPS) ungaged load estimation in the Tampa Bay watershed
util_nps_union(): Fast Spatial Intersection and Union Using GDAL
util_nps_unionchunk(): Helper function for union operation
util_nps_unionnochunk(): Helper function for union operation
util_prepverna(): Prep Verna Wellfield data for use in AD and NPS calculations
util_ps_addcol(): Add column names for point source data from raw entity data
util_ps_checkfls(): Create a data frame of formatting issues with point source input files
util_ps_checkuni(): Check units for point source from raw entity data
util_ps_facinfo(): Get point source entity information from file name
util_ps_fillmis(): Fill missing point source data with annual average
util_ps_fixoutfall(): Light edits to the outfall ID column for point source data
util_ps_misc(): Fill missing concentration data for miscellaneous industrial point source facilities
util_ps_mosaic(): Fill missing concentration data for Mosaic industrial point source facilities
util_ps_pascoreuse(): Create Pasco Reuse point source input data
util_spr_getwq(): Retrieve spring water quality data from APIs
util_summ(): Summarize load estimates