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#' MF_streams: Middle Fork streams
#'
#' \code{MF_streams} is an `sf` object with LINESTRING geometry representing a subset of
#' streams and rivers in the Middle Fork Basin, Idaho, USA.
#'
#' The `sf data.frame` contains a set of 163 features and 9 columns:
#' \itemize{
#' \item COMID: Common identifier of an NHD feature or relationship
#' \item GNIS_NAME: Feature name as found in the Geographic Names Information System
#' \item REACHCODE: Unique identifier for a reach. The first 8 digits contain the identifier for the HUC8 and the last 6 digits are a unique within-HUC8 identifier for the reach
#' \item FTYPE: three-digit integer used to classify hydrography features in the NHD and define subtypes
#' \item FCODE: Numeric code that contains the feature type and its attributes as found in the NHDFCode lookup table
#' \item AREAWTMAP: Area weighted mean annual precipitation (mm) at the lowermost location on the edge
#' \item SLOPE: Slope of the edge (cm/cm)
#' \item rcaAreaKm2: Reach contributing area (km2), which is the land area draining directly into each line segment.
#' \item h2oAreaKm2: Watershed area (km2) for the lowermost location (downstream end node) on the line segment
#' }
#'
#' @source \code{MF_streams} are a modified version of the United States
#' National Hydrography Dataset
#' (http://nhd.usgs.gov/).
#'
#' @docType data
#'
#' @name MF_streams
#'
"MF_streams"
#'
#' MF_obs: Water temperature observations in the Middle Fork Basin, Idaho in 2004.
#'
#' \code{MF_obs} is an `sf` object with POINT geometry representing water temperature observations and covariates in the Middle Fork Basin, Idaho, USA collected in 2004.
#'
#' The `sf data.frame` contains 45 point features and 16 columns:
#' \itemize{
#' \item STREAMNAME: Stream name
#' \item COMID: Common identifier of an NHD feature or relationship
#' \item AREAWTMAP: Area weighted mean annual precipitation (mm) at lowermost
#' location on the line segment where the site resides
#' \item SLOPE: Slope of the line segment (cm/cm) where the site resides
#' \item ELEV_DEM: Elevation at the site based on a 30m DEM
#' \item Source: Source of the data - relates to the ID field of the source table
#' \item Summer_mn: Overall summer mean temperature (C) of the deployment
#' \item MaxOver20: Binary variable: 1 represents the maximum summer temperature
#' was greater than 20C and 0 indicates that it was less than 20C
#' \item C16: Number of times daily stream temperature exceeded 16C
#' \item C20: Number of times daily stream temperature exceeded 20C
#' \item C24: Number of times daily stream temperature exceeded 24C
#' \item FlowCMS: Average stream flow (cubic meters per sec) for August,
#' by year, from 1950-2010 across 9 USGS gauges in the region
#' \item AirMEANc: Average mean air temperature (C) from July 15 - August 31,
#' from 1980-2009 across 10 COOP air stations within the domain
#' \item AirMWMTc: Average maximum air temperature (C) from July 15 - August 31,
#' from 1980-2009 across 10 COOP air stations within the domain.
#' MWMT = maximum 7-day moving average of the maximum daily temperature
#' (i.e. maximum of all the 7-day maximums)
#' \item rcaAreaKm2: Reach contributing area (km2) for the downstream node of the edge feature the site resides on. RCA area is the land area draining directly into each line segment.
#' \item h2oAreaKm2: Watershed area (km2) for the downstream node of the edge feature the site resides on
#' }
#'
#' @source \code{MF_obs} are unpublished United States Forest Service data.
#'
#' @docType data
#'
#' @name MF_obs
"MF_obs"
#'
#'
#' MF_CapeHorn: Prediction locations on Cape Horn Creek, in the Middle Fork Basin, Idaho.
#'
#' \code{MF_CapeHorn} is an `sf` object with POINT geometry representing prediction locations and covariates on Cape Horn Creek, Middle Fork Basin, Idaho, USA.
#'
#' The `sf data.frame` contains 654 point features and 9 columns:
#' \itemize{
#' \item COMID: Common identifier of an NHD feature or relationship
#' \item AREAWTMAP: Area weighted mean annual precipitation (mm) at lowermost
#' location on the line segment where the site resides
#' \item SLOPE: Slope of the line segment (cm/cm) where the site resides
#' \item ELEV_DEM: Elevation at the site based on a 30m DEM
#' \item Source: Source of the data - relates to the ID field of the source table
#' \item FlowCMS: Average stream flow (cubic meters per sec) for August,
#' by year, from 1950-2010 across 9 USGS gauges in the region
#' \item AirMEANc: Average mean air temperature (C) from July 15 - August 31,
#' from 1980-2009 across 10 COOP air stations within the domain
#' \item AirMWMTc: Average maximum air temperature (C) from July 15 - August 31,
#' from 1980-2009 across 10 COOP air stations within the domain.
#' MWMT = maximum 7-day moving average of the maximum daily temperature
#' (i.e. maximum of all the 7-day maximums)
#' \item rcaAreaKm2: Reach contributing area (km2) for the downstream node of the edge feature the site resides on. RCA area is the land area draining directly into each line segment.
#' \item h2oAreaKm2: Watershed area (km2) for the downstream node of the edge feature the site resides on
#' }
#'
#' @source \code{MF_CapeHorn} are unpublished United States Forest Service data.
#'
#' @docType data
#'
#' @name MF_CapeHorn
"MF_CapeHorn"
#'
#' MF_pred1km: Prediction locations at 1km intervals throughout the Middle Fork Basin, Idaho.
#'
#' \code{MF_pred1km} is an `sf` object with POINT geometry representing prediction locations and covariates distributed at 1km intervals throughout the Middle Fork Basin, Idaho, USA.
#'
#' The `sf data.frame` contains 175 point features and 9 columns:
#' \itemize{
#' \item COMID: Common identifier of an NHD feature or relationship
#' \item AREAWTMAP: Area weighted mean annual precipitation (mm) at lowermost
#' location on the line segment where the site resides
#' \item SLOPE: Slope of the line segment (cm/cm) where the site resides
#' \item ELEV_DEM: Elevation at the site based on a 30m DEM
#' \item Source: Source of the data - relates to the ID field of the source table
#' \item FlowCMS: Average stream flow (cubic meters per sec) for August,
#' by year, from 1950-2010 across 9 USGS gauges in the region
#' \item AirMEANc: Average mean air temperature (C) from July 15 - August 31,
#' from 1980-2009 across 10 COOP air stations within the domain
#' \item AirMWMTc: Average maximum air temperature (C) from July 15 - August 31,
#' from 1980-2009 across 10 COOP air stations within the domain.
#' MWMT = maximum 7-day moving average of the maximum daily temperature
#' (i.e. maximum of all the 7-day maximums)
#' \item rcaAreaKm2: Reach contributing area (km2) for the downstream node of the edge feature the site resides on. RCA area is the land area draining directly into each line segment.
#' \item h2oAreaKm2: Watershed area (km2) for the downstream node of the edge feature the site resides on
#' }
#'
#' @source \code{MF_pred1km} are unpublished United States Forest Service data.
#'
#' @docType data
#'
#' @name MF_pred1km
"MF_pred1km"
#' MF_preds: A small set of prediction locations found in the Middle Fork Basin, Idaho.
#'
#' \code{MF_preds} is an `sf` object with POINT geometry representing prediction locations and covariates distributed at 1km intervals throughout the Middle Fork Basin, Idaho, USA.
#'
#' The `sf data.frame` contains 43 point features and 9 columns:
#' \itemize{
#' \item COMID: Common identifier of an NHD feature or relationship
#' \item AREAWTMAP: Area weighted mean annual precipitation (mm) at lowermost
#' location on the line segment where the site resides
#' \item SLOPE: Slope of the line segment (cm/cm) where the site resides
#' \item ELEV_DEM: Elevation at the site based on a 30m DEM
#' \item FlowCMS: Average stream flow (cubic meters per sec) for August,
#' by year, from 1950-2010 across 9 USGS gauges in the region
#' \item AirMEANc: Average mean air temperature (C) from July 15 - August 31,
#' from 1980-2009 across 10 COOP air stations within the domain
#' \item AirMWMTc: Average maximum air temperature (C) from July 15 - August 31,
#' from 1980-2009 across 10 COOP air stations within the domain.
#' MWMT = maximum 7-day moving average of the maximum daily temperature
#' (i.e. maximum of all the 7-day maximums)
#' \item rcaAreaKm2: Reach contributing area (km2) for the downstream node of the edge feature the site resides on. RCA area is the land area draining directly into each line segment.
#' \item h2oAreaKm2: Watershed area (km2) for the downstream node of the edge feature the site resides on
#' }
#'
#' @source \code{MF_preds} are unpublished United States Forest Service data.
#'
#' @docType data
#'
#' @name MF_preds
"MF_preds"
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