covariates production script, major changes to automate the process, added also distance to coast product

master script, covariates production automation first changes

downloading of North America tiles, continued...

covariates production, modification related to output and parallelization to speed up

master script, gam fusion using tensor as basis e.g. te(x,y)

master script, gam fusion additional models using s(x,y), s(x,y,LST)

gam fusion prediction, minor output path changes following debugging

data preparation, debugging, clean up of input parameters names

LST script calc, modifications to allow parallel call of python+GRASS script

download and LST calc, modification of output and downloading of South America tiles

covariates preparation script, modifications to handle LST inputs and output directory

LST processing function, test and modifications

LST processing R function, initial commit, calls to python scripts

master script, calling python scripts from R function

master script, adding call to python scripts

initial commit, script for grass set to access python in R

handling modis dowloading outputs

splitting LST climatology script - downloading of modis tiles

splitting LST script-climatology calculation

LST downloading and climatology python script passing arguments from shell

results ouput analyses, modifications outputs and clean up

validation script, modifications to store results in output folder and additional minor changes

raster prediction, modifications log file and output tracking for workflow run

gam fusion, gam CAI functions modifications to store predictions in one unique output folder

data preparation script, modifications to store outputs in one unique output folder

master script modifications regarding outputs and clean up

validation script function for monthly averages for accuracy metrics

results analyses, modifications to allow for gam cai and other methods

validation first modification to add monthly averages for accuracy metrics

gam cai funciton test run

master script gam CAI predictions run and modifications

GAM CAI added to script and modification of function for daily deviation

raster prediction function, modifications to make code general for any interpolation method

master script adding GAM CAI method and parameters for Venezuela region

output resuults analyses, modifications to reflect general name of objects from earlier scripts

modifications script for figures AAG conference and screening of LST

initial commit combined boxplots for later use

code for figure paper and conference:land cover elevation difference,spatial transects

IBS figures code re-use

IBS conference, code used to create figures initial commit

raster prediction, additional modifications following run for Oregon TMAX interpolation

gam fusion function remove change of name for elevation covariate

master script run first test for Oregon interpolation TMAX using covar stack

data preparation, addtional modifications to allow for Oregon and any regions

AAG 2013 figures, covariates stack, screening and modification to allow continuity for Oregon TMAX

initial commit AAG2013 and transition script for continuity of results from Oregon using previous covariates brick

gam fusion function modifications to allow any variable (TMIN) and record results

results output figures modifications to allow TMIN output figures

run TMIN predictions year 2000 Venezuela

results stations and covar outputs modifications

run Venezuela prediction TMAX year 2010 with monthly averages 2000-2011

run prediction follwing modifications for year 2010 Venezuela with monthly 1981-2010 averages

raster prediction and gam fusion modifications for TMIN predictions

master script, running first test for TMIN predictions Venezuela

data preparation following up modifications related to flags and output from functions

Data preparation, degugging query year period and adding other improvements to keep track of datasets used in interpolation

run TMAX prediction Venezuela year 2000 with monthly averages from 2000-2010 time period

run TMAX prediction Venezuela for year 2000 with 1981-2010 period and modifications in sourcing and input parameters

Validation functions, degugging, missing parameters and library

Raster prediction, modifications to solve issues with calls and multiple sourcing

Initial commit summary outputs for covariates and stations used in modeling

Results output analyses, splitting code for covariates output summary

Output analyses and assessment of results, turning script into function

master script set up call to covariate production function

Covariates production raster modifications -transforming scrip into function

Covariates production raster first step turning script into function

GAM fusion function, modifications to allow TMIN predictions

Raster prediction gam fusion, modifications to allow TMIN predictions

Raster prediction gam fusion, modification in validation and output object

Climatology LST, modifications to allow LST night calculation for TMIN predictions

Master script run parameters for tmax year 2000 predictions using 1980-2010 monthly average

VValidation script, average over 365 days take into account no predictions and number of predictions

Master function, modification of date passing, run for tmax prediction for 2000 in Venezuela

GAM fusion starting modification to allow TMIN predictions, changes to CLIMCAI function

GAM fusion raster prediction, debugging of validation and change in passing of date parameter

Sampling function, debugging dates arguments passing must be character string when called from raster prediction function

Transforming validation function to allow explicit passing of arguments with calling from raster prediction function

Data preparation debugging fix calculation over 1980-2010 tmax mean, Venezuela case study

GAM fusion raster prediction, script now a function with arguments parsing and call from master function

Temperature prediction, master script now calling raster prediction as a function with explicit arguments

GAM fusion raster prediction, transforming script in function with explicit passing and tracking of arguments

GAM fusion, modidified daily and monthly functions to pass explicitly multiple arguments

GAM fusion, modification of runGAMFusion function call to allow mulitple parameters explicitly

Raster prediction, now calling sampling function and cleaning out input parameters

Sampling function to select training and testing stations, extracted and modified from earlier scripts

Temperature predictions: initial commit master script calling other functions

Data preparation, moving input parameters, call from other script

Data preparation, ghcnd station queries and processing now a function with 11 parameters and four outputs

Ouptut analyses, 9 figures generated from prediction step for specific date

GAM fusion function, adding gam CAI function and reorgnization of script and functions

GAM Fusion raster prediction, cleaning out of script, reduction of arguments in preparation for function additions

GAM Fusion raster prediction, modification of validation section, call to function for boxplot, Venezuela predictions

Data preparation, reduction of arguments, and gathering input and outputs to create function

Validation, added function to plot boxplot, results over year 2010 for Venezuela

GAM fusion Venezuela, output analyses to create quickly maps and plots for each date

GAM fusion raster prediction Venezuela, adding log file to scrip track of script processing time

GAM fusion, VE slight modifications of functions such as model formulas input

GAM Fusion, raster prediction separation in three fuctions, Venezuela interpolation

GAM fusion function, calculation of validation metrics to follow predictions

GAM Fusion function major modification, separation of monhtly and daily steps, Venezuela prediction