global assessment part 1, adding additional tiles to 1500x4500km tiles for several regions

global assessment part2 for 1500x4500km with missing tiles for reg1 included for comparison to 1000x3000km

global assessment part2 1500x4500km production of figures, checking for missing tiles

1500x4500km, part 2 global assessment run10 - production of global mosaics and modifications to code

global assessment part2, clean up of code, 1500x4500km til size production of figures

global asssessment part 1, 1500x4500km including missing tiles in region 1

global assessment part1: clean up of script

global assessment part1 1500x4500km tile size predictions first attempt

global assessmnet resolving part 1 issues related to mosaics creation

NEX assessment part4 comparing 1000x3000 to 1500x4500, image differencing

NEX assessment part 2 applying screen to global mosaics

NEX assessment part 2 1000x3000km plotting screened daily mosaics

NEX part2 assessment major clean up, creating global plot and mosaics for 1000x3000km

NEX assessment part2 for 1000x3000km, dropping 3b region

NEX assessment part 2 producing daily mosaics plots

NEX assessment script part 2, major clean up

NEX assessment part2 adding function to plot daily mosaics in parrallel

NEX part1 accuracy assessment mosaicing for 1000x3000km with python code

modifications, run 10 NEX accuracy assessment 1000x3000km

examining available output for 1500x4500km

running part 1 accuracy assessment NEX run 1000x3000km

initial commmit for functions part1 fro global scaling and accuracy assessment

splitting code for script part global assessment of accuracy, removing functions

NEX global assessment run 10 1000x3000km tiles part1

paper proof multi-timescale Figure 11 modifications

subsampling script, major modifications to solve issues related to North America runs

data preparation script, modifications to solve subsampling issue in North America

data preparation adding subsampling for daily stations

run 10 assessment of reg2 and reg6 with generation of mosaics for 1000x3000

NEX assessment minor changes

run 10 NEX assessement generation of mosaics images and automated copy back to server

run 10 NEX assessment generation of mosaics figures for reg4, reg5, reg2

NEX assessment part1, region 2 assessment with mosaics

run 10 NEX assessment part 2, visualization of mosaics for region 4 and region 5

run 10 NEX assessment part 1 region 5 mosaics

run 10 NEX part 2 assessment

run 10 NEX assessment part 1, 1500x4500 tiles

run 9 NEX, part 2 assessment of accuracy, cleaning up and adding figures

run 9 NEX assessment 75% overlap for 1000x3000

subampling added to Database preparation script for NEX run

adding documentation and debugging subsampling function for NEX fun

run 9 NEX assessment, 75% overlap 10x30 early modifications

run 8 NEX scaling up assessment part2, production of figures for Asia, Africa and South America

run 8 NEX assessment part 1 for scaling 10x30, Asia, Africa, South America

revisions2 multitime scale paper, further modifications before submission

revisions2 multitime scale paper, modifications to functions scrip

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