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
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 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