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

running gwr CAI with monthly hold out from 0.4 to 0.7 in OR, paper analyses

running gwr CAI with monthly hold out from 0.2 to 0.3 in OR,paper analyses

runnin gwr CAI, monthly hold out 0 to 0.1 for OR, paper analyses

analyses paper methods part 5, monthly hold out (0 to 70%) for gam_fus and kriging_fus

running kriging fusion with 40 to 70% monthly hold out and changes in paper 1 script figures and analyses

running kriging fusion with 20 to 30% monthly holdout for multitimescale paper, OR

running kriging fusion with 0 to 10% monthly holdout for multitimescale paper, OR

running gam fusion with 40 to 70% monthly holdout for multitimescale paper, OR

running gam fusion with 20-30% monthly holdout, multitimescale paper, OR

running gam fusion with 0-10% monthly hold-out for multitimescale paper,OR

testing and debugging gam fusion with monthly holdout proportion

analyses paper part 5: monthly hold out gam CAI first results

modification to add monthly hold out for fusion methods

running test kriging CAI with multiple hold out proportion monthly time scale, OR

running test with modified code for monthly hold out and gam CAI in OR

validation script, modifications to make use of same function for daily and monthly accuracy calculations

raster prediction script, validation call for monthly and daily hold out and outputs objects

changes in validation script to deal with hold out proportion at monthly time scale

raster script prediction modifications to deal with for monthly hold out

master script test modifications with range of monthly hold out with zero

dealing with memory swap overload, daily devation debugging following change in monthly outputs

daily deviation function and CAI function, modifications for monthly hold out

modifications for monthly hold out in raster prediction script

first modifications for hold out at monthly timescale, master script and monthly sampling function

contribution covariates fig and tables for manuscript

contribution of covariates fig and tables for paper, functions used in script

initial commit contribution of covariates functions for paper

contribution of covariates paper, script major clean up and modification -splitting functions and script

contribution of covariates paper script major modification analyses and figures

running gam daily comb3 OR with revised screening for paper analyses

running gam daily comb3 OR with revised screening for paper analyses

running kriging fusion comb3 OR with revised screening for paper analyses

running gam cai comb3 OR with revised screening for paper analyses

running gam fusion comb3 OR with revised screening for paper analyses

anlalyses paper contribution of covariates, over training tendency

raster prediction script, adding recording of training metric fits for paper analyses

validation metric script fix small bug following run with one model

results interpolation script, fixing bugs and slight changes

running gam daily mutlisampling 10 to 70% baseline comb3

paper analyses and figure contributio of covariates, modifications

running kriging daily multisampling 10 to 70% prop baseline comb3

running kriging daily with multisampling 10 to 70% for baselin comb3

running Kriging CAI with modified screening of values

covariates script, modification of screening function related to CANHEIGHT and LC

paper 1 manuscript: analyses, figures and tables -daily temp OR predictions

analyses paper part 3: comb3, multisampling and distance to closest fitting station

analyses papers part 2: comparison comb3 baseline covariates