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# Date Author Comment
904c6fa3 03/29/2013 12:58 PM Benoit Parmentier

master script, running first test for TMIN predictions Venezuela

0709a332 03/29/2013 12:54 PM Benoit Parmentier

data preparation following up modifications related to flags and output from functions

5c5e50b9 03/29/2013 12:49 PM Benoit Parmentier

Data preparation, degugging query year period and adding other improvements to keep track of datasets used in interpolation

a00c326f 03/29/2013 12:45 PM Benoit Parmentier

run TMAX prediction Venezuela year 2000 with monthly averages from 2000-2010 time period

2ba31980 03/29/2013 12:41 PM Benoit Parmentier

run TMAX prediction Venezuela for year 2000 with 1981-2010 period and modifications in sourcing and input parameters

6cb81608 03/29/2013 12:34 PM Benoit Parmentier

Validation functions, degugging, missing parameters and library

7506a985 03/29/2013 12:27 PM Benoit Parmentier

Raster prediction, modifications to solve issues with calls and multiple sourcing

0847d47c 03/29/2013 12:23 PM Benoit Parmentier

Initial commit summary outputs for covariates and stations used in modeling

92551b87 03/29/2013 12:21 PM Benoit Parmentier

Results output analyses, splitting code for covariates output summary

2df5f40f 03/22/2013 10:05 AM Benoit Parmentier

Output analyses and assessment of results, turning script into function

3fd24f79 03/22/2013 10:01 AM Benoit Parmentier

master script set up call to covariate production function

70d0063c 03/22/2013 09:56 AM Benoit Parmentier

Covariates production raster modifications -transforming scrip into function

2852eefc 03/22/2013 09:49 AM Benoit Parmentier

Covariates production raster first step turning script into function

62a9286c 03/22/2013 09:42 AM Benoit Parmentier

GAM fusion function, modifications to allow TMIN predictions

c0c600a6 03/22/2013 09:34 AM Benoit Parmentier

Raster prediction gam fusion, modifications to allow TMIN predictions

595bec19 03/22/2013 09:27 AM Benoit Parmentier

Raster prediction gam fusion, modification in validation and output object

b8506b64 03/22/2013 09:20 AM Benoit Parmentier

Climatology LST, modifications to allow LST night calculation for TMIN predictions

83ead2bb 03/22/2013 07:54 AM Benoit Parmentier

Master script run parameters for tmax year 2000 predictions using 1980-2010 monthly average

1d0a0b81 03/22/2013 07:48 AM Benoit Parmentier

VValidation script, average over 365 days take into account no predictions and number of predictions

d7f715b5 03/15/2013 09:53 AM Benoit Parmentier

Master function, modification of date passing, run for tmax prediction for 2000 in Venezuela

eec6f6d5 03/15/2013 09:48 AM Benoit Parmentier

GAM fusion starting modification to allow TMIN predictions, changes to CLIMCAI function

e63d760c 03/15/2013 09:44 AM Benoit Parmentier

GAM fusion raster prediction, debugging of validation and change in passing of date parameter

5eb62e61 03/15/2013 09:32 AM Benoit Parmentier

Sampling function, debugging dates arguments passing must be character string when called from raster prediction function

643c7d19 03/15/2013 09:22 AM Benoit Parmentier

Transforming validation function to allow explicit passing of arguments with calling from raster prediction function

30c73d6b 03/15/2013 09:13 AM Benoit Parmentier

Data preparation debugging fix calculation over 1980-2010 tmax mean, Venezuela case study

ae46eb91 03/15/2013 08:48 AM Benoit Parmentier

GAM fusion raster prediction, script now a function with arguments parsing and call from master function

b6072700 03/15/2013 08:39 AM Benoit Parmentier

Temperature prediction, master script now calling raster prediction as a function with explicit arguments

1cd7ecf2 03/15/2013 08:31 AM Benoit Parmentier

GAM fusion raster prediction, transforming script in function with explicit passing and tracking of arguments

5adb2c5c 03/15/2013 08:22 AM Benoit Parmentier

GAM fusion, modidified daily and monthly functions to pass explicitly multiple arguments

a96491e0 03/09/2013 09:32 AM Benoit Parmentier

GAM fusion, modification of runGAMFusion function call to allow mulitple parameters explicitly

33095a53 03/09/2013 09:24 AM Benoit Parmentier

Raster prediction, now calling sampling function and cleaning out input parameters

e38d3d87 03/09/2013 09:14 AM Benoit Parmentier

Sampling function to select training and testing stations, extracted and modified from earlier scripts

fff54c78 03/09/2013 09:09 AM Benoit Parmentier

Temperature predictions: initial commit master script calling other functions

5dd036ba 03/09/2013 09:01 AM Benoit Parmentier

Data preparation, moving input parameters, call from other script

d8a3533b 03/01/2013 03:39 PM Benoit Parmentier

Data preparation, ghcnd station queries and processing now a function with 11 parameters and four outputs

03aa4873 03/01/2013 03:34 PM Benoit Parmentier

Ouptut analyses, 9 figures generated from prediction step for specific date

57a4fede 03/01/2013 03:26 PM Benoit Parmentier

GAM fusion function, adding gam CAI function and reorgnization of script and functions

972ac6af 03/01/2013 03:21 PM Benoit Parmentier

GAM Fusion raster prediction, cleaning out of script, reduction of arguments in preparation for function additions

1508a57e 03/01/2013 03:14 PM Benoit Parmentier

GAM Fusion raster prediction, modification of validation section, call to function for boxplot, Venezuela predictions

6f687814 03/01/2013 03:08 PM Benoit Parmentier

Data preparation, reduction of arguments, and gathering input and outputs to create function

dc5bfc17 03/01/2013 02:55 PM Benoit Parmentier

Validation, added function to plot boxplot, results over year 2010 for Venezuela

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