| utsnow {intkrige} | R Documentation |
An interval-valued design ground snow load dataset for Utah.
Description
A dataset containing the interval-valued data used in the analysis of Bean et. at (2019). The 415 measurement locations included in the dataset are taken from Bean et. al. (2018).
Usage
utsnow
Format
A data frame with 415 rows and 8 variables:
- STATION
The global historical climatological network (GHCN) station identifier
- STATION_NAME
The GHCN station name
- LATITUDE
Latitude coordinate position
- LONGITUDE
Longitude coordinate position
- ELEVATION
Elevation of the measurement location (meters)
- minDL
The lower endpoint of the interval-valued design snow load as measured in kilopascals (kpa)
- maxDL
The upper endpoint of the design snow load interval (kpa)
- pointDL
The original point-valued design snow load from the 2018 Utah Snow Load Study (kpa)
Details
The interval valued kriging analysis described in Bean et. al. (2019) analyzes this dataset on a log scale after removing the effect of elevation. An example of predictions using this workflow are found in the README associated with this package.
References
Bean B, Sun Y, Maguire M (2019). “Interval-Valued Kriging Models for Geostatistical Mapping with Uncertain Inputs.” (publication pending).
Bean B, Maguire M, Sun Y (2018). “The Utah Snow Load Study.” https://digitalcommons.usu.edu/cgi/viewcontent.cgi?article=4591&context=cee_facpub.