tregcoef: Multiple linear regression coefficients for global and local...
In AleksandarSekulic/Rmeteo: RFSI & STRK Interpolation for Meteo and Environmental Variables
tregcoef R Documentation
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.
tmeanGSODECADMultiple linear regression coefficients of global mean daily temperature on GTT, MODIS LST, DEM and TWI. Data used: GSOD and ECA&D
tmeanGSODECAD_noMODISMultiple linear regression coefficients of global mean daily temperature on GTT, DEM, and TWI. Data used: GSOD and ECA&D
tminGSODECADMultiple linear regression coefficients of global minimum daily temperature on GTT, MODIS LST, DEM, and TWI. Data used: GSOD and ECA&D
tminGHCNDMultiple linear regression coefficients of global minimum daily temperature on GTT, MODIS LST, DEM, and TWI. Data used: GHCN-Daily
tminGSODECAD_noMODISMultiple linear regression coefficients of global minimum daily temperature on GTT, DEM, and TWI. Data used: GSOD and ECA&D
tmaxGSODECADMultiple linear regression coefficients of global maximum daily temperature on GTT, MODIS LST, DEM, and TWI. Data used: GSOD and ECA&D
tmaxGHCNDMultiple linear regression coefficients of global maximum daily temperature on GTT, MODIS LST, DEM, and TWI. Data used: GHCN-Daily
tmaxGSODECAD_noMODISMultiple linear regression coefficients of global maximum daily temperature on GTT, DEM, and TWI. Data used: GSOD and ECA&D
tmeanHRMultiple 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 kili@grf.bg.ac.rs, Aleksandar Sekulic asekulic@grf.bg.ac.rs
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.
AleksandarSekulic/Rmeteo documentation built on Oct. 12, 2024, 7:44 p.m.
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| tregcoef | R Documentation |
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.
tmeanGSODECADMultiple linear regression coefficients of global mean daily temperature on GTT, MODIS LST, DEM and TWI. Data used: GSOD and ECA&D
tmeanGSODECAD_noMODISMultiple linear regression coefficients of global mean daily temperature on GTT, DEM, and TWI. Data used: GSOD and ECA&D
tminGSODECADMultiple linear regression coefficients of global minimum daily temperature on GTT, MODIS LST, DEM, and TWI. Data used: GSOD and ECA&D
tminGHCNDMultiple linear regression coefficients of global minimum daily temperature on GTT, MODIS LST, DEM, and TWI. Data used: GHCN-Daily
tminGSODECAD_noMODISMultiple linear regression coefficients of global minimum daily temperature on GTT, DEM, and TWI. Data used: GSOD and ECA&D
tmaxGSODECADMultiple linear regression coefficients of global maximum daily temperature on GTT, MODIS LST, DEM, and TWI. Data used: GSOD and ECA&D
tmaxGHCNDMultiple linear regression coefficients of global maximum daily temperature on GTT, MODIS LST, DEM, and TWI. Data used: GHCN-Daily
tmaxGSODECAD_noMODISMultiple linear regression coefficients of global maximum daily temperature on GTT, DEM, and TWI. Data used: GSOD and ECA&D
tmeanHRMultiple 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 kili@grf.bg.ac.rs, Aleksandar Sekulic asekulic@grf.bg.ac.rs
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.
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