[R-sig-Geo] MODIS package's runGdal() returns error: dataFormat='GTiff', format not supported

chris english englishchristophera at gmail.com
Wed May 25 00:34:03 CEST 2016


Progress has certainly been made regards MODIS.

 > sessionInfo()
R version 3.2.2 (2015-08-14)
Platform: x86_64-pc-linux-gnu (64-bit)
Running under: Ubuntu 14.04.4 LTS

locale:
 [1] LC_CTYPE=en_US.UTF-8       LC_NUMERIC=C
LC_TIME=en_US.UTF-8
 [4] LC_COLLATE=en_US.UTF-8     LC_MONETARY=en_US.UTF-8
LC_MESSAGES=en_US.UTF-8
 [7] LC_PAPER=en_US.UTF-8       LC_NAME=C
LC_ADDRESS=C
[10] LC_TELEPHONE=C             LC_MEASUREMENT=en_US.UTF-8
LC_IDENTIFICATION=C

attached base packages:
[1] stats     graphics  grDevices utils     datasets  methods   base

other attached packages:
[1] MODIS_0.10-34  raster_2.5-2   sp_1.2-3       devtools_1.9.1

loaded via a namespace (and not attached):
[1] rsconnect_0.4.1.11 tools_3.2.2        Rcpp_0.12.5
memoise_0.2.1      grid_3.2.2
[6] digest_0.6.8       lattice_0.20-33

Thomas Nauss, University of Marburg, examined the problem and proposed
a fix (https://github.com/MatMatt/MODIS/issues/5). It has not actually
been applied to the 'develop' branch currently the MODIS_0.10-34. But
cloning the develop branch and editing minorFuns.R with his suggested
fix and doing a local install from source gives me:

> install.packages("/home/chris/MODIS_tst/MODIS", repos = NULL, type = "source")
> require(MODIS)
Loading required package: MODIS
Loading required package: raster
Loading required package: sp
MODIS_manual: https://ivfl-rio.boku.ac.at/owncloud/public.php?service=files&t=660dc830afb091237cc40b3dea2fdf6b


Attaching package: ‘MODIS’

The following object is masked from ‘package:base’:

    file.size

> MODISoptions()
All suggested packages are installed
Detecting available write drivers!
Found: 64 candidate drivers, detecting file extensions...
44 usable drivers detected!

This is a darn sight better than zero drivers.

STORAGE:
_______________
localArcPath : /home/chris/MODIS_ARC
outDirPath   : /home/chris/MODIS_ARC/PROCESSED


DOWNLOAD:
_______________
MODISserverOrder : LPDAAC, LAADS
dlmethod         : auto
stubbornness     : high


PROCESSING:
_______________
GDAL           : GDAL 2.1.0dev, released 2015/99/99
MRT            : Version 4.1 (March 2011)
pixelSize      : asIn
outProj        : asIn
resamplingType : NN
dataFormat     : GTiff

Returning to Hakim's initial post:

> dates <- as.POSIXct( as.Date(c("01/01/2010","01/05/2016"),format ="%d/%m/%Y") )
> dates <- transDate(dates[1],dates[2])
> product <- "MOD13Q1"
> bands <- "010"
> h = c("21","22")
> v = c("07","08")
> runGdal(product=product,begin=dates$beginDOY,end = dates$endDOY,tileH =
+ h,tileV = v, SDSstring = bands, outProj="4326")
Loading required package: rgdal
rgdal: version: 1.1-3, (SVN revision 594)
 Geospatial Data Abstraction Library extensions to R successfully loaded
 Loaded GDAL runtime: GDAL 2.1.0dev, released 2015/99/99
 Path to GDAL shared files: /usr/local/share/gdal
 Loaded PROJ.4 runtime: Rel. 4.9.1, 04 March 2015, [PJ_VERSION: 491]
 Path to PROJ.4 shared files: (autodetected)
WARNING: no proj_defs.dat in PROJ.4 shared files
 Linking to sp version: 1.2-1
Loading required package: rgeos
rgeos version: 0.3-15, (SVN revision 515)
 GEOS runtime version: 3.4.2-CAPI-1.8.2 r3921
 Linking to sp version: 1.2-1
 Polygon checking: TRUE

########################
NOTE: rgdal::checkCRSArgs: no proj_defs.dat in PROJ.4 shared files
outProj          =  +init=epsg:4326 +proj=longlat +datum=WGS84
+no_defs +ellps=WGS84 +towgs84=0,0,0
pixelSize        =  asIn
resamplingType   =  near
Output directory =
/home/chris/MODIS_ARC/PROCESSED/MOD13Q1.005_20160525005632  (no 'job'
name specified, generated (date/time based))
########################
Loading required package: RCurl
Loading required package: bitops
Downloading structure on 'LPDAAC' for: MOD13Q1.005
Try: 1
Error in if (FtpDayDirs[1] == FALSE) { :
  missing value where TRUE/FALSE needed

Hummph.  Well, I'm very happy to have drivers. Uncertain if my 64
candidates vs 44 represents additional name changes as Thomas
suggested and the 44 apply to his fix and an additional 20 are
differences between Frank's and Evan's naming conventions as to those
other 20. And uncertain as to how to ask MODIS which 44 are viable vs
20 that were not viable, though this would probably be useful.

It appears, given Hakim's request code, that he won't be getting MODIS
data as Error after Try: 1 suggests a certain lack of stubbornness or
further problem. Nor will I of course.  I tried a debugonce(runGdal),
but the implications of the runGdal() are substantially above and
beyond my pay grade and current level in R.

So back to eyetracking data and Bagidis semi distances. I'm sure MODIS
will be sorted out by those more familiar with expected results.

Chris

On Thu, May 19, 2016 at 1:31 PM, chris english
<englishchristophera at gmail.com> wrote:
> Playing with MODISoptions.R lines 155-162:
>
>> gdalPath = '/usr/local/bin' # take out correctPath as can't find where
>> defined at present ln 157
>> if(length(grep(dir(gdalPath),pattern="gdalinfo"))==0)
> + {
> + stop(paste0("The 'gdalPath' you have provided
> '",normalizePath(gdalPath,"/",FALSE) ,
> + "' does not contain any gdal utilities, make sure to address the
> + folder with GDAL executables (ie: gdalinfo)!"))
> + }
>>
>
> The preceding executes without complaint or stop as gdalinfo was found in
> /usr/local/bin to have length >0.
>
>
>>gdalDrivers()
>
> 47 GTiff  GeoTIFF   TRUE  TRUE    FALSE
>
> 51  HDF4Image     HDF4 Dataset   TRUE FALSE    FALSE
>
> We have the necessary drivers. Hard coding MODIS_Opts.R gdalPath doesn't
> work. Ah well.
>
>
> On Thu, May 19, 2016 at 7:10 AM, chris english
> <englishchristophera at gmail.com> wrote:
>>
>> Logging out (Log out?!?, do people still do that?), which is mentioned in
>> the manual, though actually means more than closing and opening a new
>> terminal, actually restarting the kernel, results in system update where
>> after MRT is recognized but still, in my case, drivers are not:
>>
>> >library(MODIS)
>> > MODISoptions()
>> All suggested packages are installed
>> Detecting available write drivers!
>> Found: 64 candidate drivers, detecting file extensions...
>> ERROR 1: --format option given with format 'VRT-raster-', but that format
>> not
>> recognised.  Use the --formats option to get a list of available formats,
>> and use the short code (ie. GTiff or HFA) as the format identifier.
>>
>> ERROR 1: --format option given with format 'GTiff-raster-', but that
>> format not
>> recognised.  Use the --formats option to get a list of available formats,
>> and use the short code (ie. GTiff or HFA) as the format identifier.
>>
>> 0 usable drivers detected!
>>
>> STORAGE:
>> _______________
>> localArcPath : /home/chris/MODIS_ARC
>> outDirPath   : /home/chris/MODIS_ARC/PROCESSED
>>
>>
>> DOWNLOAD:
>> _______________
>> MODISserverOrder : LPDAAC, LAADS
>> dlmethod         : auto
>> stubbornness     : high
>>
>>
>> PROCESSING:
>> _______________
>> GDAL           : GDAL 2.1.0dev, released 2015/99/99
>> MRT            : Version 4.1 (March 2011)
>> pixelSize      : asIn
>> outProj        : asIn
>> resamplingType : NN
>> dataFormat     : GTiff
>>
>>
>> DEPENDENCIES:
>> _______________
>>
>>
>> >
>> So, a little more digging.
>> Chris
>>
>>
>> On Wed, May 18, 2016 at 2:13 PM, chris english
>> <englishchristophera at gmail.com> wrote:
>>>
>>> Hakim,
>>> Your installation and mine share the same defect:
>>>
>>> > MODIS:::checkGdalDriver()
>>> [1] TRUE
>>> > MODIS:::checkGdalDriver(GTiff)
>>> Error in correctPath(path) : object 'GTiff' not found
>>> > MODIS:::checkGdalDriver
>>> function (path = NULL)
>>> {
>>>     inW <- getOption("warn")
>>>     on.exit(options(warn = inW))
>>>     options(warn = -1)
>>>     path <- correctPath(path)
>>>     cmd <- paste0(path, "gdalinfo --formats")
>>>     if (.Platform$OS == "windows") {
>>>         driver <- try(shell(cmd, intern = TRUE), silent = TRUE)
>>>     }
>>>     else {
>>>         driver <- try(system(cmd, intern = TRUE), silent = TRUE)
>>>     }
>>>     if (class(driver) == "try-error") {
>>>         options(warn = inW)
>>>         warning("No gdal installation found please install 'gdal' on your
>>> system first!")
>>>         return(FALSE)
>>>     }
>>>     if (length(grep(driver, pattern = "HDF4")) == 0) {
>>>         return(FALSE)
>>>     }
>>>     else {
>>>         return(TRUE)
>>>     }
>>> }
>>> <bytecode: 0x7ddc970>
>>> <environment: namespace:MODIS>
>>> >
>>>
>>> If we hard code:
>>>
>>> > cmd <- "/usr/local/bin/gdalinfo --formats"
>>> > driver <- try(system(cmd, intern = TRUE), silent = TRUE)
>>> > driver
>>>   [1] "Supported Formats:"
>>>   [2] "  VRT -raster- (rw+v): Virtual Raster"
>>>   [3] "  GTiff -raster- (rw+vs): GeoTIFF"
>>>   [4] "  NITF -raster- (rw+vs): National Imagery Transmission Format"
>>>   [5] "  RPFTOC -raster- (rovs): Raster Product Format TOC format"
>>>   [6] "  ECRGTOC -raster- (rovs): ECRG TOC format"
>>>   [7] "  HFA -raster- (rw+v): Erdas Imagine Images (.img)"
>>>   [8] "  SAR_CEOS -raster- (rov): CEOS SAR Image"
>>>   [9] "  CEOS -raster- (rov): CEOS Image"
>>>  [10] "  JAXAPALSAR -raster- (rov): JAXA PALSAR Product Reader (Level
>>> 1.1/1.5)"
>>>
>>> I am still looking for where correctPath() comes from as well as trying
>>> to get my MRT recognized, but slowly slowly.
>>> Seems we're looking at environment variables (MRT, and likely
>>> gdal_config) and some other special sause that we've overlooked in
>>> installation of MODIS.
>>> Chris
>>>
>>> On Wed, May 18, 2016 at 8:53 AM, chris english
>>> <englishchristophera at gmail.com> wrote:
>>>>
>>>> > ?MODISoptions
>>>> > MODIS:::checkTools("GDAL")
>>>> Checking availabillity of GDAL:
>>>>    OK, GDAL 2.1.0dev, released 2015/99/99 found!
>>>> > getOption("MODIS_gdalOutDriver")
>>>> [1] name        description extension
>>>> <0 rows> (or 0-length row.names)
>>>> >
>>>> Interestingly not finding even GTiff default. Well, more digging,  but
>>>> these outputs explain runGdal error output.
>>>>
>>>> On Tue, May 17, 2016 at 10:07 AM, Hakim Abdi <hakim.abdi at nateko.lu.se>
>>>> wrote:
>>>>>
>>>>> Same here. Loading rgdal didn't make a difference.
>>>>>
>>>>> On Tue, May 17, 2016 at 9:05 AM, chris english
>>>>> <englishchristophera at gmail.com> wrote:
>>>>>>
>>>>>> I suspect it is an incomplete Modis build even though library(Modis)
>>>>>> loads without complaint, but will have to check into this later. I recall
>>>>>> not seeing MRT complete...which I think is inscribing a folder though is
>>>>>> probably much more.
>>>>>> Having rgdal loaded as against your sessionInfo() didn't make a
>>>>>> difference.
>>>>>> Chris
>>>>>>
>>>>>> On Tue, May 17, 2016 at 9:52 AM, chris english
>>>>>> <englishchristophera at gmail.com> wrote:
>>>>>>>
>>>>>>> Hi Hakim,
>>>>>>>
>>>>>>> Interesting and unexpected as I am on a linux box but I have the same
>>>>>>> problem, or I can reproduce your's:
>>>>>>> > sessionInfo()
>>>>>>> R version 3.2.2 (2015-08-14)
>>>>>>> Platform: x86_64-pc-linux-gnu (64-bit)
>>>>>>> Running under: Ubuntu 14.04.4 LTS
>>>>>>>
>>>>>>> locale:
>>>>>>>  [1] LC_CTYPE=en_US.UTF-8       LC_NUMERIC=C
>>>>>>> LC_TIME=en_US.UTF-8
>>>>>>>  [4] LC_COLLATE=en_US.UTF-8     LC_MONETARY=en_US.UTF-8
>>>>>>> LC_MESSAGES=en_US.UTF-8
>>>>>>>  [7] LC_PAPER=en_US.UTF-8       LC_NAME=C
>>>>>>> LC_ADDRESS=C
>>>>>>> [10] LC_TELEPHONE=C             LC_MEASUREMENT=en_US.UTF-8
>>>>>>> LC_IDENTIFICATION=C
>>>>>>>
>>>>>>> attached base packages:
>>>>>>> [1] stats     graphics  grDevices utils     datasets  methods   base
>>>>>>>
>>>>>>> other attached packages:
>>>>>>> [1] rgdal_1.1-3   MODIS_0.10-34 raster_2.5-2  sp_1.2-1
>>>>>>>
>>>>>>> loaded via a namespace (and not attached):
>>>>>>> [1] rsconnect_0.4.1.11 tools_3.2.2        Rcpp_0.12.4
>>>>>>> grid_3.2.2         lattice_0.20-33
>>>>>>> > dates <- as.POSIXct( as.Date(c("01/01/2010","01/05/2016"),format
>>>>>>> > ="%d/%m/%Y") )
>>>>>>> > dates <- transDate(dates[1],dates[2])
>>>>>>> > product <- "MOD13Q1"
>>>>>>> > bands <- "010"
>>>>>>> > h = c("21","22")
>>>>>>> > v = c("07","08")
>>>>>>> > runGdal(product=product,begin=dates$beginDOY,end =
>>>>>>> > dates$endDOY,tileH =
>>>>>>> + h,tileV = v, SDSstring = bands, outProj="4326")
>>>>>>> Error in runGdal(product = product, begin = dates$beginDOY, end =
>>>>>>> dates$endDOY,  :
>>>>>>>   in argument dataFormat='GTiff', format not supported by GDAL type:
>>>>>>> 'gdalWriteDriver()' (column 'name') to list available inputs
>>>>>>>
>>>>>>> debugonce(runGdal)
>>>>>>> #output
>>>>>>> Browse[2]> n
>>>>>>> debug: stop("in argument dataFormat='", opts$dataFormat, "', format
>>>>>>> not supported by GDAL type: 'gdalWriteDriver()' (column 'name') to list
>>>>>>> available inputs")
>>>>>>> Browse[2]> n
>>>>>>> Error in runGdal(product = product, begin = dates$beginDOY, end =
>>>>>>> dates$endDOY,  :
>>>>>>>   in argument dataFormat='GTiff', format not supported by GDAL type:
>>>>>>> 'gdalWriteDriver()' (column 'name') to list available inputs
>>>>>>> >
>>>>>>> Hmmmm. More digging. Sorry to not be helpful to this point.
>>>>>>> Chris
>>>>>>>
>>>>>>> On Mon, May 16, 2016 at 11:47 AM, Hakim Abdi
>>>>>>> <hakim.abdi at nateko.lu.se> wrote:
>>>>>>>>
>>>>>>>> Hi Alex,
>>>>>>>>
>>>>>>>> The OS is a 64 bit Windows 7 as specified in the sessionInfo()
>>>>>>>> output I posted. When I upgraded QGIS, I did so by uninstalling the previous
>>>>>>>> one and reinstalling the new version. I'm not quite sure what it means to
>>>>>>>> upgrade GDAL since I installed it fresh with OSGeo4W. In R, I reinstall all
>>>>>>>> the packages I need fresh off the repository using the install.views
>>>>>>>> command.
>>>>>>>>
>>>>>>>> gdalDrivers() produces the output that's attached.
>>>>>>>>
>>>>>>>> Cheers,
>>>>>>>>
>>>>>>>> Hakim
>>>>>>>>
>>>>>>>>
>>>>>>>> On Wed, May 11, 2016 at 5:09 PM, Alex Mandel
>>>>>>>> <tech_dev at wildintellect.com> wrote:
>>>>>>>>>
>>>>>>>>> What operating system?
>>>>>>>>> When you upgraded QGIS did you also upgrade GDAL?
>>>>>>>>> When you upgraded R, did you update your packages (or rebuild any
>>>>>>>>> packages)?
>>>>>>>>>
>>>>>>>>> What do you get from the following command?
>>>>>>>>> gdalDrivers()
>>>>>>>>>
>>>>>>>>> Thanks,
>>>>>>>>> Alex
>>>>>>>>>
>>>>>>>>> On 05/02/2016 02:11 PM, Hakim Abdi wrote:
>>>>>>>>> > Hello everyone,
>>>>>>>>> >
>>>>>>>>> > I'm having problems with the MODIS package, specifically, the
>>>>>>>>> > runGdal()
>>>>>>>>> > command after the recent update to R 3.2.5. The error I get is
>>>>>>>>> > this:
>>>>>>>>> >
>>>>>>>>> > Error in runGdal(product = product, begin = dates$beginDOY, end =
>>>>>>>>> > dates$endDOY, : in argument dataFormat='GTiff', format not
>>>>>>>>> > supported by
>>>>>>>>> > GDAL type: 'gdalWriteDriver()' (column 'name') to list available
>>>>>>>>> > inputs
>>>>>>>>> >
>>>>>>>>> > I'm not quite sure why this is happening, and I haven't found a
>>>>>>>>> > solution
>>>>>>>>> > online. Does anyone have an idea? The package was working fine
>>>>>>>>> > before I
>>>>>>>>> > upgraded R from 3.1.1. to 3.2.5, QGIS from 2.12.3 to 2.14.1 and
>>>>>>>>> > RStudio to
>>>>>>>>> > version 0.99.467.
>>>>>>>>> >
>>>>>>>>> > My details are below, thanks for the assistance:
>>>>>>>>> >
>>>>>>>>> > R version 3.2.5 (2016-04-14) -- "Very, Very Secure Dishes"
>>>>>>>>> > Copyright (C) 2016 The R Foundation for Statistical Computing
>>>>>>>>> > Platform: x86_64-w64-mingw32/x64 (64-bit)
>>>>>>>>> >
>>>>>>>>> > R is free software and comes with ABSOLUTELY NO WARRANTY.
>>>>>>>>> > You are welcome to redistribute it under certain conditions.
>>>>>>>>> > Type 'license()' or 'licence()' for distribution details.
>>>>>>>>> >
>>>>>>>>> > R is a collaborative project with many contributors.
>>>>>>>>> > Type 'contributors()' for more information and
>>>>>>>>> > 'citation()' on how to cite R or R packages in publications.
>>>>>>>>> >
>>>>>>>>> > Type 'demo()' for some demos, 'help()' for on-line help, or
>>>>>>>>> > 'help.start()' for an HTML browser interface to help.
>>>>>>>>> > Type 'q()' to quit R.
>>>>>>>>> >
>>>>>>>>> >> require(MODIS)
>>>>>>>>> > Loading required package: MODIS
>>>>>>>>> > Loading required package: raster
>>>>>>>>> > Loading required package: sp
>>>>>>>>> > MODIS_manual:
>>>>>>>>> >
>>>>>>>>> > https://ivfl-rio.boku.ac.at/owncloud/public.php?service=files&t=660dc830afb091237cc40b3dea2fdf6b
>>>>>>>>> >
>>>>>>>>> > Attaching package: ‘MODIS’
>>>>>>>>> >
>>>>>>>>> > The following object is masked from ‘package:base’:
>>>>>>>>> >
>>>>>>>>> >     file.size
>>>>>>>>> >
>>>>>>>>> >> MODISoptions()
>>>>>>>>> > All suggested packages are installed
>>>>>>>>> > Detecting available write drivers!
>>>>>>>>> > Found: 64 candidate drivers, detecting file extensions...
>>>>>>>>> > 0 usable drivers detected!
>>>>>>>>> >
>>>>>>>>> > STORAGE:
>>>>>>>>> > _______________
>>>>>>>>> > localArcPath : C:/Users/Hakim/Documents/MODIS_ARC/
>>>>>>>>> > outDirPath   : C:/Users/Hakim/Documents/MODIS_ARC/PROCESSED/
>>>>>>>>> >
>>>>>>>>> >
>>>>>>>>> > DOWNLOAD:
>>>>>>>>> > _______________
>>>>>>>>> > MODISserverOrder : LPDAAC, LAADS
>>>>>>>>> > dlmethod         : auto
>>>>>>>>> > stubbornness     : 5
>>>>>>>>> >
>>>>>>>>> >
>>>>>>>>> > PROCESSING:
>>>>>>>>> > _______________
>>>>>>>>> > GDAL           : GDAL 2.0.2, released 2016/01/26
>>>>>>>>> > MRT            : Version 4.1 (March 2011)
>>>>>>>>> > pixelSize      : asIn
>>>>>>>>> > outProj        : GEOGRAPHIC
>>>>>>>>> > resamplingType : NN
>>>>>>>>> > dataFormat     : GTiff
>>>>>>>>> >
>>>>>>>>> >
>>>>>>>>> > DEPENDENCIES:
>>>>>>>>> > _______________
>>>>>>>>> >
>>>>>>>>> >> dates <- as.POSIXct( as.Date(c("01/01/2010","01/05/2016"),format
>>>>>>>>> >> =
>>>>>>>>> > "%d/%m/%Y") )
>>>>>>>>> >> dates <- transDate(dates[1],dates[2])
>>>>>>>>> >> product <- "MOD13Q1"
>>>>>>>>> >> bands <- "010"
>>>>>>>>> >> h = c("21","22")
>>>>>>>>> >> v = c("07","08")
>>>>>>>>> > *> runGdal(product=product,begin=dates$beginDOY,end =
>>>>>>>>> > dates$endDOY,tileH =
>>>>>>>>> > h,tileV = v, SDSstring = bands, outProj="4326")*
>>>>>>>>> > *Error in runGdal(product = product, begin = dates$beginDOY, end
>>>>>>>>> > =
>>>>>>>>> > dates$endDOY,  : **in argument dataFormat='GTiff', format not
>>>>>>>>> > supported by
>>>>>>>>> > GDAL type: 'gdalWriteDriver()' (column 'name') to list available
>>>>>>>>> > inputs*
>>>>>>>>> >> sessionInfo()
>>>>>>>>> > R version 3.2.5 (2016-04-14)
>>>>>>>>> > Platform: x86_64-w64-mingw32/x64 (64-bit)
>>>>>>>>> > Running under: Windows 7 x64 (build 7601) Service Pack 1
>>>>>>>>> >
>>>>>>>>> > locale:
>>>>>>>>> > [1] LC_COLLATE=English_United States.1252
>>>>>>>>> > LC_CTYPE=English_United
>>>>>>>>> > States.1252
>>>>>>>>> > [3] LC_MONETARY=English_United States.1252 LC_NUMERIC=C
>>>>>>>>> >
>>>>>>>>> > [5] LC_TIME=English_United States.1252
>>>>>>>>> >
>>>>>>>>> > attached base packages:
>>>>>>>>> > [1] stats     graphics  grDevices utils     datasets  methods
>>>>>>>>> > base
>>>>>>>>> >
>>>>>>>>> > other attached packages:
>>>>>>>>> > [1] MODIS_0.10-34 raster_2.5-2  sp_1.2-3
>>>>>>>>> >
>>>>>>>>> > loaded via a namespace (and not attached):
>>>>>>>>> > [1] tools_3.2.5     Rcpp_0.12.4     grid_3.2.5
>>>>>>>>> > lattice_0.20-33
>>>>>>>>> >
>>>>>>>>> >
>>>>>>>>> >
>>>>>>>>> > __________________________________________________
>>>>>>>>> >
>>>>>>>>> > Hakim Abdi | PhD Candidate
>>>>>>>>> > Center for Geobiosphere Science
>>>>>>>>> >
>>>>>>>>> > Department of Physical Geography and Ecosystem Science
>>>>>>>>> > Lund University, Sölvegatan 12, SE-223 62 Lund, Sweden
>>>>>>>>> >
>>>>>>>>> >       [[alternative HTML version deleted]]
>>>>>>>>> >
>>>>>>>>> > _______________________________________________
>>>>>>>>> > R-sig-Geo mailing list
>>>>>>>>> > R-sig-Geo at r-project.org
>>>>>>>>> > https://stat.ethz.ch/mailman/listinfo/r-sig-geo
>>>>>>>>> >
>>>>>>>>>
>>>>>>>>
>>>>>>>>
>>>>>>>> _______________________________________________
>>>>>>>> R-sig-Geo mailing list
>>>>>>>> R-sig-Geo at r-project.org
>>>>>>>> https://stat.ethz.ch/mailman/listinfo/r-sig-geo
>>>>>>>
>>>>>>>
>>>>>>
>>>>>
>>>>
>>>
>>
>



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