tregcoef: Multiple linear regression coefficients for global and local...

In meteo: RFSI and Spatio-Temporal Geostatistical Interpolation for Meteorological and Other Environmental Variables

Multiple linear regression coefficients for global and local daily air temperatures

Description

Multiple linear regression coefficients for mean, minimum, maximum daily temperature on geometric temperature trend (GTT), MODIS LST, digital elevation model (DEM) and topographic wetness index (TWI). The models are computed from GSOD, ECA&D, GHCN-Daily or local meteorological stations.

Usage

data(tregcoef)

Format

A list of 9 multiple linear regression coefficients for daily air temperatures.

tmeanGSODECAD

Multiple linear regression coefficients of global mean daily temperature on GTT, MODIS LST, DEM and TWI. Data used: GSOD and ECA&D

tmeanGSODECAD_noMODIS

Multiple linear regression coefficients of global mean daily temperature on GTT, DEM, and TWI. Data used: GSOD and ECA&D

tminGSODECAD

Multiple linear regression coefficients of global minimum daily temperature on GTT, MODIS LST, DEM, and TWI. Data used: GSOD and ECA&D

tminGHCND

Multiple linear regression coefficients of global minimum daily temperature on GTT, MODIS LST, DEM, and TWI. Data used: GHCN-Daily

tminGSODECAD_noMODIS

Multiple linear regression coefficients of global minimum daily temperature on GTT, DEM, and TWI. Data used: GSOD and ECA&D

tmaxGSODECAD

Multiple linear regression coefficients of global maximum daily temperature on GTT, MODIS LST, DEM, and TWI. Data used: GSOD and ECA&D

tmaxGHCND

Multiple linear regression coefficients of global maximum daily temperature on GTT, MODIS LST, DEM, and TWI. Data used: GHCN-Daily

tmaxGSODECAD_noMODIS

Multiple linear regression coefficients of global maximum daily temperature on GTT, DEM, and TWI. Data used: GSOD and ECA&D

tmeanHR

Multiple linear regression coefficients of Croatian mean daily temperature on GTT, DEM, and TWI. Data used: Croatian mean daily temperature dataset for the year 2008 (Croatian national meteorological network)

Author(s)

Milan Kilibarda [e-mail], Aleksandar Sekulic [e-mail]

References

Kilibarda, M., T. Hengl, G. B. M. Heuvelink, B. Graeler, E. Pebesma, M. Percec Tadic, and B. Bajat (2014), Spatio-temporal interpolation of daily temperatures for global land areas at 1 km resolution, J. Geophys. Res. Atmos., 119, 2294-2313, doi:10.1002/2013JD020803.

Examples

data(tregcoef)
tregcoef[[1]] # model for mean daily temp.

meteo documentation built on Oct. 14, 2023, 5:07 p.m.