revisions2 multitime scale paper, figures and difference analysis

scaling up NEX assessement part2, Asia adding number of daily predictions

scaling up assessment part 1, Asia, overlap with 10x30 degrees tiles

scaling up NEX assessment part 2, addding RMSE visualization with raster for 75% overlap run

scaling up assessemnt part 1 testing 75% overlap in North Africa

keeping tracked of stations removed and debugging

cleaning up and testing

spatial subsampling function and random sampling

initial commit for spatial subsampling code for NEX tile with many stations

run6 assessment NEX part2: generating raster map of accuracy and number of stations

run6 assessment NEX part2: adding new functions to generate raster map of accuracy overall and daily

run6 assessment NEX part2: add new plots of assessment of first global run

run6 assessment NEX part1: first global run with specific k

run5 assessment NEX part3: modifications of function script to analyze results of tiles

run5 assessment NEX part3: running diagnostic for specific tiles for more in depth analyses

run5 assessment NEX part1: adding functions to recreate raster object for assessment

run5 assessment NEX part2 with 3 set of k combination

run5 assessment NEX part1 using 3 different k sets of values, adding functions

run4 assessment NEX modification to plots for k-dimension gam fitting

run4 assessment NEX part2: generating gam diagnostic for different k values

run4 assessment NEX gam fitting with different k plots

run4 assessment part2: comparison of 6 tiles using different gam k values

run 4 assessment part1, gam fitting comparison k for 6 specific tiles

revisions2 multi-timescale paper adding comp between mod1 and mod4 (LST and elev) rmse

revisions2 multi-timescale paper modifications of functions for plotting histogram and bowplots of residuals

revisions 2 multi-timescale paper additional modif residuals analysis

revisions2 muli-timescale paper adding residuals analysis

revisions 1 multi-timescale paper, adding function to plot average MAE per station

revisions 1, multi timescale paper adding table with summary month accuracy comparison

proof RS paper contribution of covar, increasing resolution of figures

proof paper RS contribution of covar, modification to figures

revisions RS contribution of covar, spatial correlogram and graphical abstract

gam fitting, adding option to run fitting with starting list of k values and clean up

gam fitting diagnostic, degug functions, cleaning up of code

gam fitting diagnostic, adding rmse, mae and other metrics as well as wrap function to run fit at different

gam fitting diagnostic for low station count, adding function to collect k-index diagnostics

initial commit, script for gam fitting experimentation - fitting in low stations area

contributions of covariates and methods paper: revisions- major clean up of code and production of figures for submission of revisions

contribution of covariates and methods paper: revisions- breaking down significance and accuracy of LST by month

contributions of covariates and methods paper: slight changes to function script for LST analyses

contributions of covariates and methods: revisions -adding analyses for LST contribution

contributions of covariates and methods paper: revisions-change of residuals in function of elev and use of lattice package

contributions of covariates and methods paper: revisions - addtional improvements to figures (variograms, residuals etc.)

contribution of covariates and methods: revisions-adding summary of variogram param and accuracy summarized by stations

contribution of covariates and method paper: revisions adding figures of variograms and map of residuals

assessment NEX run 3 part2: adding function to combine shapefiles to create plots of number of stations per tiles and accuracy

assessment NEX run part2: adding plots of number of stations per tiles

assessment NEX run 3 North America with prediction info for training and testing stations

assessment NEX run 3: modifications to analyze results with figures

assessment NEX run part1: debugging extraction of training and testing info function

assessment NEX run part3: major updates to generate stat and fig for specific tiles

assessment NEX run part2: debugging

script NEX run assessment part1: major changes to mosaic delta, deviation, monthly predictions and copy back results

global scalingup assessment modifications of stage 5 workflow code for diagnosis of issues

global scalingup assessment part 3, clean up and call to modified stage 5 code from workflow

global scalingup assessment part3 initial commit to diaganose and evaluate specific tiles issues (eg LST)

global scalingup assessment part 1 generating mosaic for clim and generating automatic listing for part 3

global scalingup assessment, part 1 generation of mosaic for meeting and evaluation in CONUS

global scaling up assessment major clean up evaluation script part2, moving functions and data aggregation to script to part1

global scaling up assessment part 2: automation of figures for evaluation using tables and mosaics from part1

global run scaling up assessment, clean up and split into part 1, part 2 and part 3 scripts for evaluation

global run NEX assessment, changes to examine CONUS area and produce summary tables

contributions of covariates OR paper, slight modifications, adding LST climatologies figures

multi-timescale paper, modifications figures and analyses before submission to int. J. of Climatology

assessing sclaling up North America runs, clean up

assessing scalingup North America, collect information on training and testing stations per tile

assessing scaling up North America run, plots of tiles limit, RMSE, mosaic etc.

assessing scalingup tmax, mosaicing predictions in North America

assessing scaling up, North America run initial commit

assessing scaling up, script showing how to collect monthly stations information from North America tiles

multi-timescale paper, revisions draft3 additional modifications

multi timescale paper revisions draft3, changes to function scripts

multi timescale paper, revisions draft3 adding analyses on holdout and LST/tmax

multi time scale additional slight modifications to functions script

multi timescale paper, revisions draft2 major reorganizations of figures and analyses

multi timescale paper, revisions draft 2, slight update to functions

multitime scale paper, draft 2 revisions

modifications of code for the productions of figures for manuscript draft 12/30

modifications figures for paper and adding many functions including for Moran's lags profiles

multi timescale draft adding functions, Moran's I and std dev for grain contents

adding functions to compare methods through diff and land cove effects

multi timescale paper, add comparison through differences and land cover effects

debugging transect function, adding overtraining difference function

mutlti time scale analyses paper, monthly holdout comparison and transect figures

multi timescale function script, update

multi timescale paper script, correlogram for methods and procedures, updated figures

multi timescale function script, small update

multi timescale script update, monthly holdout accuracy and figures production

running gwr daily, mod4 to mod7, 0-70% onthly holdout comb5 for multi-time scale paper, max temp OR

initial commit for split of source script containing functions for multi-timescales analyses paper

multi-timescale paper analyses, generating figures and splitting files for functions

multi-time scale paper analyses continuation

running gwr cai, 0 to 70% monthly holdout comb5 for multi-time scale paper, max temp OR

running gam cai, 0 to 70% monthly holdout comb5 for multi-time scale paper, max temp OR

running kriging cai, 0 to 70% monthly holdout comb5 for multi-time scale paper, max temp OR

update script multi timescale paper draft, transects and additional figures for paper

running gwr fss, 0 to 70% monthly holdout comb5 for multi-time scale paper, max temp

running kriging fss, 0 to 70% monthly holdout comb5 for multi-time scale paper, max temp

running gam fss, 0 to 70% monthly holdout comb5 for multi-time scale paper, max temp

script for multi timescale paper, production of table 4