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

initial commit, multi timescale paper script for analysis, figures and table production

debugging for raster prediction functions for run for multi timescale paper

running gwr daily OR temp 2010 with combination 5 for multi timescale methods

running gam fss OR 2010 temp with combination 5 for multi timescale methods

running gwr fss OR 2010 temp with combination5 for multi timescale methods

running kriging fss OR 2010 temp with combination 5 for multi timescale methods

running kriging CAI OR 2010 temp with combination 5 for multi timescale paper

running gam CAI OR 2010 temp with combination 5 for multi timescale paper

running gam daily OR temp prediction with combination 5 for multi-time scale paper

analyses paperm, experimentation with correlograms in predictions

modifications assessments of methods and covariates figures and analyses

revisions analyses and figures for single time scale paper scripts following feedback from E&O layer group

slight modification to single time scale method function to allow every n day run

running gwr daily multiple holdout 10-70% every 2 days for single time scale paper

running gam daily multiple holdout 10-70% every 2 days for single time scale paper

adding option for running every n days in a year and running kriging daily holdout 10%-70% every 2 days

modifications for paper draft, single time scale method

analyses multi-time scale part 5, examining results with covariates in daily deviations

modification validation script following changes in daily deviation options

running gam_CAI with gam and DISTOC for daily deviation surface

validation script check and slight modifications to handle modifications in daily deviations

modificatons for multi-time scale methods, adding gam,gwr,kriging options for daily deviation surfaces

first modifications to add interpolation methods and covaratiates options for daily deviation surfaces

Merge branch 'bp/interp' of code.nceas.ucsb.edu:environmental-layers into bp/interp

analyses for multi-time scale paper, monthly hold-out proportions (0-70%) for all methods

modifications, contribution of covariates, figures and analyses for paper 1, OR

running gwr CAI with 40-70% monthly hold out for multi-time scale paper, OR

running gwr fusion, 40-70% monthly hold out for multi-time scale paper, OR

running gwr fusion, 0-30% holdout for multi-time scale paper, OR

Merge branch 'bp/interp' of code.nceas.ucsb.edu:environmental-layers into bp/interp

Adding modis_LST_mean.py. Python alternative to grass version. Outputs geotif or flt.

analyses for multi timescale methods paper, part 5, hold out comparisons