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# Date Author Comment
d13c7dc1 02/01/2013 12:24 PM Benoit Parmentier

GAM CAI function added climatology GAM models for OR tmax interpolation

7c37315b 02/01/2013 12:19 PM Benoit Parmentier

GAM CAI, added constant sampling over year and monthly extraction for climatology fitting

e64dc6d0 02/01/2013 12:05 PM Benoit Parmentier

GAM CAI function for raster prediction, task #493, tmax OR interpolation
i

387e7835 02/01/2013 12:00 PM Benoit Parmentier

GAM CAI raster prediction first commit, task #491, OR tmax interpolation

5f28f8d6 12/11/2012 01:45 PM Benoit Parmentier

Methods comp part7-task#491- SNOT-GHCN data updated script debugged to run through mcapply

4306add2 12/11/2012 01:40 PM Benoit Parmentier

Methods comp part7-task#491- SNOTEL and GHCN analyses update main script calling function

6c21df27 12/11/2012 01:36 PM Benoit Parmentier

Methods comp part7-task#491- function for residuals analyses comparison SNOTEL and GHCN through dates

d5665aab 12/11/2012 01:29 PM Benoit Parmentier

Methods comp part7-task#491- residuals analyses using SNOTEL data, initial commit

f1c5b094 12/11/2012 01:24 PM Benoit Parmentier

Methods comp part6-task#491- Download FTP script and data prepartion for SNOTEL Data

e9998467 12/11/2012 01:16 PM Benoit Parmentier

Methods comp part5-task#491- residuals analyses, spatial transect through stations with diff and elevation

30f84063 12/11/2012 01:10 PM Benoit Parmentier

Methods comp part5-task#491- initial commit, residuals analyses with focus on differences,land cover and covariates plots

d07e9853 12/11/2012 12:58 PM Benoit Parmentier

Methods comp part4-task#491- residuals analyses update plot res per elevation classes

c5732f39 12/11/2012 12:48 PM Benoit Parmentier

Methods comp part4- task#491-, residuals analses, cleaning, added functions, residuals by land cover and temporal profiles

acf32061 12/11/2012 12:39 PM Benoit Parmentier

Methods comp part4 task#491 initial commit, residuals analyses at specific station for FUS and CAI

c352e9e1 12/11/2012 12:21 PM Benoit Parmentier

Methods comp part3-task#491- clean up, verification of results for specific dates

2a0267ad 12/11/2012 12:11 PM Benoit Parmentier

Method comp part3,initial commit task#491 check extremes for LST and ELEV, exploratory analysis Land cover

5e7d95a7 12/11/2012 12:06 PM Benoit Parmentier

Methods comp part2: task-#491-major modifications, transect through images and stations, temporal profiles etc.

3b090bfa 12/11/2012 11:54 AM Benoit Parmentier

Methods comp part2: initial commit-task#491-,accuracy and closest training stations, multisampling etc.

f82d4df1 12/11/2012 11:44 AM Benoit Parmentier

Method comp part1 -task#491, major clean up, production of boxplots and visual maps

618bf412 12/11/2012 11:28 AM Benoit Parmentier

Initial commit-task#491-methods comparison part 1: kriging, GAM, GWR, FUS, CAI

2bdb1ff5 09/13/2012 11:14 AM Benoit Parmentier

Accuracy and spatial distance to closest fitting stat., intial commit task #491

101f27b0 09/13/2012 11:07 AM Benoit Parmentier

Multi sampling kriging raster prediction, initial commit, task #491

69864891 09/13/2012 10:54 AM Benoit Parmentier

Multisampling Kriging function interpolation initial commit raster prediction task #491

170edade 09/13/2012 10:45 AM Benoit Parmentier

Method comparison initial commit task #491

4719fdd7 08/26/2012 06:05 AM Benoit Parmentier

GAM FUSION, multi sampling function initial commit

e7bf2d1b 08/26/2012 06:03 AM Benoit Parmentier

GAM FUSION, multi sampling accuarcy assessment main script initial commit

45813eed 08/17/2012 08:03 AM Benoit Parmentier

GWR, raster pred. modification model 8, function

449d85fa 08/17/2012 07:55 AM Benoit Parmentier

GWR, modification of code for model 8, raste prediction

c4734e5d 08/14/2012 09:27 AM Benoit Parmentier

GWR, raster prediction -function used in the main script

5415478e 08/14/2012 09:17 AM Benoit Parmentier

GWR, raster prediction full year main script

97e0da4d 08/14/2012 09:05 AM Benoit Parmentier

KRIGING, full raster predition over on year: code clean up

b52ed033 08/14/2012 08:54 AM Benoit Parmentier

KRIGING, modified function for memory clean up and other improvements

902f729b 08/14/2012 08:40 AM Benoit Parmentier

KRIGING, raster prediction full year, function used in main script

a9c9a647 08/14/2012 08:32 AM Benoit Parmentier

KRIGING, raster prediction for full year using function TASK#364

3b657271 08/14/2012 08:20 AM Benoit Parmentier

KRIGING, raster prediction-major changes for spatially explicit interp.

20a4e4bb 08/14/2012 08:12 AM Benoit Parmentier

OR, Kriging using automated fitting of variograms TASK#364

729a2357 07/26/2012 01:40 AM Benoit Parmentier

FUSION function to predict raster, clean up of mod object using as.formula

e7fa7bc9 07/26/2012 01:30 AM Benoit Parmentier

FUSION, GAM and fusion comparison raster prediction modified return object to solve memory issues in mod object

b9ac6940 07/26/2012 01:24 AM Benoit Parmentier

FUSION, raster prediction using function in mcapply

5ab927fd 07/26/2012 01:16 AM Benoit Parmentier

FUSION, using parallel for raster prediction with function

93e451e5 07/26/2012 01:11 AM Benoit Parmentier

FUSION, adding option to use same proportion of training for fusion and gam

7363c085 07/26/2012 12:50 AM Benoit Parmentier

FUSION, comparison to GAM models using the same testing and training data

3ee4fbde 07/26/2012 12:46 AM Benoit Parmentier

FUSION, using GAM for bias surface, correction aspects

d2272742 07/26/2012 12:42 AM Benoit Parmentier

FUSION, training and testing for year 2010 read from the GHCND database

b535f939 07/26/2012 12:32 AM Benoit Parmentier

FUSION, modifications saving plots and adding GAM models for delta surface

30d4022b 07/26/2012 12:25 AM Benoit Parmentier

Initial modification by Benoit-adding testing points for 10 dates

8f8bd735 07/26/2012 12:18 AM Benoit Parmentier

Initial commit: first fusion code from Brian

e0d23f1c 06/27/2012 05:31 PM Benoit Parmentier

OR data preparation, initial commit for extraction of covariates from raster stack

b8bf4042 06/27/2012 05:21 PM Benoit Parmentier

OR data preparation task#363, modified code for ghcn to create a shapefile

95d521f9 06/05/2012 12:06 AM Benoit Parmentier

GHNCD station data selection using Postgres database, initial commit, task #363

328689cf 06/04/2012 11:57 PM Benoit Parmentier

GAM LST, added specific and general diagnostic measures (e.g.MAE) GAM+Kriging, task #364 and #406

38eccf20 05/30/2012 04:30 PM Benoit Parmentier

GAM LST, adding lines to summarize samling RMSE using plots, task #409

51050314 05/30/2012 04:19 PM Benoit Parmentier

GAM LST, first code to test effect of sampling on GAM, task #409

8d91ca4a 05/30/2012 04:10 PM Benoit Parmentier

GAM LST, added model and modified summary plots, run on 365 dates GAM+Kriging, task #364 and #406

ab8957ca 05/30/2012 04:03 PM Benoit Parmentier

GAM LST, modify code to generalize number of models and assessment,GAM+Kriging task #364

c9e2af49 05/30/2012 03:52 PM Benoit Parmentier

GAM LST, major modifications to create GAM+Kriging code, task #364

75151566 05/30/2012 03:34 PM Benoit Parmentier

GAM LST, adding lines to assess RMSE per month over 365 dates, task #406

f042de0f 05/30/2012 02:46 PM Benoit Parmentier

GAM LST, added model with forest only term -364 dates assessment, task #406

9c848d7a 05/30/2012 02:37 PM Benoit Parmentier

GAM LST, added section to save training and test residuals in shapefiles, task #361

f31f59cc 05/30/2012 02:28 PM Benoit Parmentier

GAM LST, changed triple nesting lat,long,Elev to double, 365 dates run, task #406 and #361

63d8201d 05/30/2012 11:19 AM Benoit Parmentier

GAM LST, used monthly LST average instead of daily, task #361

80402fdf 05/30/2012 11:11 AM Benoit Parmentier

GAM LST, adding new model with grass land cover, task #361

24eedf3a 05/30/2012 10:56 AM Benoit Parmentier

GAM using LST as input variable task #361

fbc95c44 05/29/2012 04:49 PM Benoit Parmentier

GAM, modification of nesting of models and clean up, task #361

328528e2 05/29/2012 04:16 PM Benoit Parmentier

Kriging, adding LST for co-kriging: task #364

eec8b7e0 05/29/2012 03:53 PM Benoit Parmentier

Kriging, slight modification and clean up, task #364

88248d6c 05/29/2012 03:37 PM Benoit Parmentier

Kriging, modification to save kriged surfaces in geotiff and png files, task #364

3be0f72b 05/29/2012 03:24 PM Benoit Parmentier

Kriging, modifying code to save training and testing samples in shapefiles: task #364

7da7872a 05/29/2012 03:07 PM Benoit Parmentier

Kriging for OR, this is the first script, task #364

15a39f25 05/29/2012 12:56 PM Benoit Parmentier

GWR modified code to save plots and images, task #364

defe53e5 05/29/2012 12:49 PM Benoit Parmentier

GWR assessment by visualizing residuals using kriging

5f312940 05/29/2012 12:16 PM Benoit Parmentier

GWR in adding loop for 10 dates

23ed3053 05/29/2012 11:57 AM Benoit Parmentier

GWR first script for one date in OR, task #364

aac7c36c 05/11/2012 10:03 AM Benoit Parmentier

Added 3 new models and nesting to GAM, task #361

0d1cde0a 05/10/2012 03:03 PM Benoit Parmentier

Changes in the diagnostics plots, barplots.

25a68ae3 05/10/2012 02:49 PM Benoit Parmentier

Transform aspect in Eastness and Northness variables in the GAM.

4180b123 05/10/2012 02:42 PM Benoit Parmentier

Transformed the aspect variable and added GAM model closer to PRISM

2a89fa5f 05/10/2012 02:28 PM Benoit Parmentier

GAM prediction added to the loop with RMSE calculation

ec229367 05/10/2012 02:13 PM Benoit Parmentier

Streamlining and slight changes to the loop to create subset dataset for different dates

af42291a 05/10/2012 02:07 PM Benoit Parmentier

Additional changes to the loop and format

bc59c6bb 05/10/2012 01:47 PM Benoit Parmentier

Start of Task #361, modified code to subset for 10 dates

d7b0ef36 05/10/2012 11:59 AM Benoit Parmentier

Minor format changes and clean up to code

e2d673e4 05/10/2012 11:18 AM Benoit Parmentier

Corrected errors in RMSE calculation and added plots to view results

92c36e33 04/19/2012 01:56 PM Benoit Parmentier

made minor changes to PRISM variables

3f649df0 04/19/2012 01:51 PM Benoit Parmentier

changed RMSE and AIC code in GAM script

7f643c83 04/19/2012 01:39 PM Benoit Parmentier

updated GAM script for tmax

89c6eee2 04/19/2012 01:23 PM Benoit Parmentier

added initial R script with GAM regression for tmax (one date)

7967a0d1 03/20/2012 04:47 PM Jim Regetz

added test script for days missing from our MOD11A1 OR holdings

69190fde 03/10/2012 02:17 PM Jim Regetz

cleaned up file permissions

7526fb1c 03/10/2012 02:16 PM Jim Regetz

added in various previously uncommitted scripts