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# Date Author Comment
51833ab5 02/22/2013 04:33 PM Benoit Parmentier

GAM fusion Venezuela, output analyses to create quickly maps and plots for each date

c1e1cc30 02/22/2013 04:28 PM Benoit Parmentier

GAM fusion raster prediction Venezuela, adding log file to scrip track of script processing time

5588b17c 02/22/2013 04:24 PM Benoit Parmentier

GAM fusion, VE slight modifications of functions such as model formulas input

0f602e87 02/15/2013 10:24 AM Benoit Parmentier

GAM Fusion, raster prediction separation in three fuctions, Venezuela interpolation

48e49857 02/15/2013 10:19 AM Benoit Parmentier

GAM fusion function, calculation of validation metrics to follow predictions

3e1b1ed4 02/15/2013 10:13 AM Benoit Parmentier

GAM Fusion function major modification, separation of monhtly and daily steps, Venezuela prediction

9af28b45 02/15/2013 10:04 AM Benoit Parmentier

Data covariates preparation, slight modifications and updates

0163d0e2 02/15/2013 09:45 AM Benoit Parmentier

GAM Fusion fusion initial reorganization of code to reduce time and predict for Venezuela

0f4426cb 02/09/2013 11:23 AM Benoit Parmentier

GAM fusion function, modifications for first fusion prediction in Venezuela

760957d7 02/09/2013 11:19 AM Benoit Parmentier

GAM fusion raster prediction, further modificationfor Venzuela tmax interp

3249a9e8 02/09/2013 11:15 AM Benoit Parmentier

GAM fusion function first change to adapt code for any region

96c5053f 02/09/2013 11:07 AM Benoit Parmentier

GAM Fusion, Venzuela tmax interp, modification to make code more general

6a5b56da 02/09/2013 11:00 AM Benoit Parmentier

Data preparation Venezuela, added monthly query from Postgres station database

b2afa95c 02/09/2013 10:52 AM Benoit Parmentier

Venezuela preparation of data for tmax prediction

63f27fec 02/01/2013 05:44 PM Benoit Parmentier

LST climatology, added tile loop, downloading and calculation of climatology for 6 tiles in Venezuela

bb5e3f36 02/01/2013 05:39 PM Benoit Parmentier

LST climatology, added loop to produce monhtly mean and write out tif from GRASS database

04d1bd09 02/01/2013 05:36 PM Benoit Parmentier

LST climatology, added function to create list of files per month and other modifications

081e96f7 02/01/2013 05:29 PM Benoit Parmentier

LST climatolgoy, modified download function and added section for downloading of tiles

1836d7f0 02/01/2013 05:14 PM Benoit Parmentier

LST climatology, initial commit script from Jim Regetz commit 01b3830e, task#375 and task#316

b33bef6a 02/01/2013 05:04 PM Benoit Parmentier

LST climatology, using IDRIS API modification using datetime module, OR task#375 and task#416

82b0f65e 02/01/2013 04:58 PM Benoit Parmentier

LST climatology initial commit script using IDRISI API and python

b8e2ba85 02/01/2013 04:09 PM Benoit Parmentier

Kriging tmax OR raster predictions

e6cc535b 02/01/2013 04:01 PM Benoit Parmentier

Database stations extraction combined with covariates for tmax and any given region

88cf72bb 02/01/2013 03:53 PM Benoit Parmentier

Covariates production, modified projection and distance to coast, added writing up of multiband covariates brick

e775748d 02/01/2013 03:49 PM Benoit Parmentier

Covariates production, major reorganization, added sections for LST, LC and other covariates

782688ad 02/01/2013 03:43 PM Benoit Parmentier

Covariates production for processing tile/region: general code-initial commit

d93bea39 02/01/2013 03:33 PM Benoit Parmentier

GAM fusion function, IBS 2013 models and additional cleaning of code

6b22c61f 02/01/2013 03:29 PM Benoit Parmentier

GAM fusion raster prediction, IBS 2013 run, tmax OR

0766370d 02/01/2013 03:24 PM Benoit Parmentier

GAM fusion raster prediction tmax OR, added cleaning of LST values and other modifications

fb039a6b 02/01/2013 03:15 PM Benoit Parmentier

GAM fusion raster prediction tmax OR, added constant sampling, multisampling,GAM bias models

55056785 02/01/2013 03:11 PM Benoit Parmentier

GAM fusion function, added GAM models for bias surface and extraction of monthly mean tmax OR

7be92a4b 02/01/2013 12:47 PM Benoit Parmentier

GAM CAI function, models for IBS 2013 conference and modifications

da42ba27 02/01/2013 12:44 PM Benoit Parmentier

GAM CAI raster predictions, modifcations and model running for IBS conference 2013

c851123d 02/01/2013 12:37 PM Benoit Parmentier

GAM CAI function correction constant sampling and GAM climatology models, tmax OR

ca9c0dff 02/01/2013 12:33 PM Benoit Parmentier

GAM CAI raster prediction OR tmax,corretion constant sampling and GAM climatology models

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