[Qgis-user] Symbolizing a discrete or a boolean raster (Stéphane Henriod)
Stéphane Henriod
s at henriod.info
Sun Jan 15 19:16:27 PST 2017
Hi all
I have seen that quite a few people had a look at this feature description
but only few commented or modified it. Can I assume that most agree with
the description as it is and would support / welcome such an implementation?
If no major concern, I would love to ask a quote to a few devs by the end
of this week so that we can quickly evaluate the financial options.
Thanks a lot in advance!
Stéphane
Le jeudi 12 janvier 2017, Stéphane Henriod <s at henriod.info> a écrit :
> Hi all
>
> upon advice from Andreas, I started a formal description of the
> requirements for such a feature:
>
> https://docs.google.com/document/d/1cDemM2m88_mbs65sYzfBbVdHI_ObOjf_
> i35ne3OKsRs/edit?usp=sharing
>
> Please, anyone interested, do check, comment, add, correct,... Once we
> have a "final" version, I will inquire a more precise financial estimation.
> Then let's see how we can move forward!
>
> Thanks and cheers
>
> Stéphane
>
> Le jeudi 12 janvier 2017, Stéphane Henriod <s at henriod.info
> <javascript:_e(%7B%7D,'cvml','s at henriod.info');>> a écrit :
>
>> Hi Alexandre
>>
>> (also posting on dev-)
>>
>> I 100% agree with you and I would love to somehow give back to QGIS (I
>> did already, but at a small scale).
>>
>> I mostly wanted to know if I am the only one to wish for this feature.
>> Apparently not the case: many have expressed the same wish!
>>
>> Now funding: I would love to have a rough idea what "not very expensive"
>> means. If there are any dev around who could have the interest / skills to
>> implement this feature, can we somehow go concrete and work together on a
>> feature description and tentative budget? The situation is obviously very
>> different if we talk about 1.000 or 20.000€
>>
>> And thanks Nyall for your amazing overview. That indeed makes things much
>> clearer to me!
>>
>> Cheers
>>
>> Stéphane
>>
>>
>> Le jeudi 12 janvier 2017, Alexandre Neto <senhor.neto at gmail.com> a
>> écrit :
>>
>>> I will share my opinion as I did in the developers list.
>>>
>>> We users are as responsible for QGIS development as the developers. So
>>> rather than asking what QGIS can do for us, maybe we should think what we
>>> can do for QGIS. Don't just wait that a volunteer developer decide to spend
>>> his free time developing a tool that you need.
>>>
>>> IMHO, since it seems that you are not able/willing to sponsor the
>>> feature yourself, sounds like a good opportunity for a small crowdfunding.
>>>
>>> That way you would be able to contribute back to QGIS by giving your
>>> time in finding a developer able to do it, setting up the crowdfunding,
>>> advertise it, pay for part of it and so on.
>>>
>>> It looks like a simple feature. It should not be very expensive (much
>>> less than an ArcGIS license for sure), and if you think many people need
>>> this, then the money will be easy to raise. And there is still time to
>>> introduce this before QGIS 3.0.
>>>
>>> Best regards,
>>> Alexandre Neto
>>>
>>> A qua, 11/01/2017, 14:55, Stéphane Henriod <s at henriod.info> escreveu:
>>>
>>>> Thanks for checking, that's what I realized as well!
>>>>
>>>> Do you know if there is still a chance to include it for 3.0 or is it
>>>> too late already?
>>>>
>>>> Cheers
>>>>
>>>> Stéphane
>>>>
>>>>
>>>> Le mercredi 11 janvier 2017, DelazJ <delazj at gmail.com> a écrit :
>>>>
>>>>> Hi Stéphane,
>>>>>
>>>>> I gave it a look and I'm sorry I was wrong. There have been some work
>>>>> on the raster classification but it was rather about color and extent
>>>>> management. See https://github.com/qgis/QGIS/p
>>>>> ulls?utf8=%E2%9C%93&q=is%3Apr%20discrete%20is%3Aclosed%20 or
>>>>> https://github.com/qgis/QGIS/pulls?utf8=%E2%9C%93&q=is%3Apr%
>>>>> 20pseudocolor%20is%3Aclosed%20 but testing upcoming 3.0 shows that
>>>>> nothing has changed in the area you are interested in.
>>>>>
>>>>> Harrissou
>>>>>
>>>>> 2017-01-11 4:37 GMT+01:00 Stéphane Henriod <s at henriod.info>:
>>>>>
>>>>>> Hi Harrissou
>>>>>>
>>>>>> is there any description / documentation of the work that has been
>>>>>> done on this (feature description, etc.)? If yes, I'd like to have a look
>>>>>> and maybe
>>>>>>
>>>>>> Thanks a lot!
>>>>>>
>>>>>> Stéphane
>>>>>>
>>>>>>
>>>>>> Le mardi 10 janvier 2017, DelazJ <delazj at gmail.com> a écrit :
>>>>>>
>>>>>>> Hi Stéphane,
>>>>>>>
>>>>>>> 2017-01-10 4:02 GMT+01:00 Stéphane Henriod <s at henriod.info>:
>>>>>>>
>>>>>>>> Hi Chris
>>>>>>>> this is very nice! I indeed didn't know this trick and will
>>>>>>>> certainly use it again in the future!
>>>>>>>>
>>>>>>>> However... :-)
>>>>>>>>
>>>>>>>> I am currently teaching QGIS to beginners and this for sure is not
>>>>>>>> an appropriate method for them (especially in the case you have to generate
>>>>>>>> the symbology file through a script)!
>>>>>>>>
>>>>>>>> Since the user can style continuous rasters with some
>>>>>>>> "button-clicking", I believe the same option should be available for
>>>>>>>> discrete rasters as well.
>>>>>>>>
>>>>>>>> I am thus wondering if anyone else than me sees it as a priority
>>>>>>>> for QGIS? If yes, how to motivate the developers to take it for the next
>>>>>>>> release and / or how much would such a development cost? (I unfortunately
>>>>>>>> don't have the competences to do it myself)
>>>>>>>>
>>>>>>>> There have been some work done in the raster properties dialog in
>>>>>>> the upcoming 3.0. I don't know if your concern was covered though.
>>>>>>> If you want, you can move the question to the developer's list
>>>>>>> <http://qgis.org/en/site/getinvolved/mailinglists.html#qgis-developers-list>
>>>>>>> and discuss whether/how this can be implemented (and its requirements).
>>>>>>>
>>>>>>> Regards,
>>>>>>> Harrissou
>>>>>>>
>>>>>>> Thanks again and cheers!
>>>>>>>>
>>>>>>>> Stéphane
>>>>>>>>
>>>>>>>>
>>>>>>>> Le mardi 10 janvier 2017, Chris House <housec01 at gmail.com> a
>>>>>>>> écrit :
>>>>>>>>
>>>>>>>>> Hi Stéphane,
>>>>>>>>>
>>>>>>>>> I don't know if this is what you are looking for or not but I have
>>>>>>>>> a method of classifying rasters by color based on a set (standard) colors.
>>>>>>>>> I created a spreadsheet that has several required columns, value, red,
>>>>>>>>> green, blue...and you can have an optional field for a display value. So
>>>>>>>>> say value 1 is water you can use that last column to name that value so
>>>>>>>>> that in the QGIS layer tree and in legend it says Water instead of value
>>>>>>>>> 1.
>>>>>>>>>
>>>>>>>>> save the spreadsheet as a csv and change the extension to .txt
>>>>>>>>> instead of .csv.
>>>>>>>>>
>>>>>>>>> I then go into the symbology section of the raster choose
>>>>>>>>> singleband pseudocolor. Use the folder to browse to your text file and
>>>>>>>>> click add. There is a format for this text file. It is below. If you
>>>>>>>>> need me to email it I will do that in direct email.
>>>>>>>>>
>>>>>>>>> # QGIS Generated Color Map Export File
>>>>>>>>> INTERPOLATION:EXACT
>>>>>>>>> -9999,0,0,0,255,NoData
>>>>>>>>> 0,176,176,176,255,Non-Forested
>>>>>>>>> 15,234,255,191,255,10 <= CC < 20
>>>>>>>>> 25,187,230,149,255,20 <= CC < 30
>>>>>>>>> 35,140,201,109,255,30 <= CC < 40
>>>>>>>>> 45,98,176,74,255,40 <= CC < 50
>>>>>>>>> 55,59,153,43,255,50 <= CC < 60
>>>>>>>>> 65,0,128,0,255,60 <= CC < 70
>>>>>>>>> 75,15,92,11,255,70 <= CC < 80
>>>>>>>>> 85,17,61,12,255,80 <= CC < 90
>>>>>>>>> 95,16,36,12,255,90 <= CC <= 100
>>>>>>>>>
>>>>>>>>> In my example if I don't assign a value it gets ignored by QGIS.
>>>>>>>>> If you are wondering how to assign unique colors to say 200 unique
>>>>>>>>> values...just script it. I have done this and as long as you have the
>>>>>>>>> number of unique values you want and to make them unique in the script it
>>>>>>>>> works.
>>>>>>>>>
>>>>>>>>> I hope this helps. I know it isn't a "button" but to be honest I
>>>>>>>>> like this better. If you already knew this...well then maybe it will help
>>>>>>>>> someone out in the future.
>>>>>>>>>
>>>>>>>>> --Chris
>>>>>>>>>
>>>>>>>>> On Mon, Jan 9, 2017 at 3:00 PM, <qgis-user-request at lists.osgeo.org
>>>>>>>>> > wrote:
>>>>>>>>>
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>>>>>>>>>>
>>>>>>>>>>
>>>>>>>>>> Today's Topics:
>>>>>>>>>>
>>>>>>>>>> 1. Re: Symbolizing a discrete or a boolean raster (Stéphane
>>>>>>>>>> Henriod)
>>>>>>>>>>
>>>>>>>>>>
>>>>>>>>>> ------------------------------------------------------------
>>>>>>>>>> ----------
>>>>>>>>>>
>>>>>>>>>> Message: 1
>>>>>>>>>> Date: Mon, 9 Jan 2017 23:07:36 +0600
>>>>>>>>>> From: Stéphane Henriod <s at henriod.info>
>>>>>>>>>> To: Enrico Fiore <enricofiore at libero.it>
>>>>>>>>>> Cc: qgis-user <qgis-user at lists.osgeo.org>
>>>>>>>>>> Subject: Re: [Qgis-user] Symbolizing a discrete or a boolean
>>>>>>>>>> raster
>>>>>>>>>> Message-ID:
>>>>>>>>>> <CAK6pVBXURm_e7dRP+8SP9amPUUX0
>>>>>>>>>> +Cn3GVxLPNjOHhno85o2rA at mail.gmail.com>
>>>>>>>>>> Content-Type: text/plain; charset="utf-8"
>>>>>>>>>>
>>>>>>>>>> Hi
>>>>>>>>>>
>>>>>>>>>> thanks for following up!
>>>>>>>>>>
>>>>>>>>>> It actually does part of the job!
>>>>>>>>>>
>>>>>>>>>> Using *Color interpretation: Exact*, I can indeed input the exact
>>>>>>>>>> values I
>>>>>>>>>> want to display (1,5 and 10) and all other pixels are hidden.
>>>>>>>>>>
>>>>>>>>>> HOWEVER,
>>>>>>>>>>
>>>>>>>>>> this still feels like a workaround:
>>>>>>>>>>
>>>>>>>>>> - In the case of a discrete raster with many (> 50) unique
>>>>>>>>>> values, I do
>>>>>>>>>> not want to input all of them manually
>>>>>>>>>> - In some cases, I do not know in advance all the unique
>>>>>>>>>> values of my
>>>>>>>>>> raster
>>>>>>>>>> - If I click on *Classify*, QGIS will choose X values (based
>>>>>>>>>> on the
>>>>>>>>>> number of classes and the classification method (continuous or
>>>>>>>>>> equal
>>>>>>>>>> interval)), which no longer match the "exact" values of my
>>>>>>>>>> raster. It
>>>>>>>>>> doesn't really make sense to classify a discrete rendering
>>>>>>>>>>
>>>>>>>>>> So I would say, we still need a render type "discrete raster"
>>>>>>>>>> which offers
>>>>>>>>>> the function to "retrieve all unique values" (and automatically
>>>>>>>>>> apply a
>>>>>>>>>> discrete color ramp)
>>>>>>>>>>
>>>>>>>>>> Attached a (fake) test dataset.
>>>>>>>>>>
>>>>>>>>>> Thanks and cheers
>>>>>>>>>>
>>>>>>>>>> Stéphane
>>>>>>>>>>
>>>>>>>>>>
>>>>>>>>>> Le lundi 9 janvier 2017, Enrico Fiore <enricofiore at libero.it> a
>>>>>>>>>> écrit :
>>>>>>>>>>
>>>>>>>>>> > Hi,
>>>>>>>>>> > Sorry I can't do test, but if you use exact in color
>>>>>>>>>> interpolation
>>>>>>>>>> > parameter?
>>>>>>>>>> >
>>>>>>>>>> > Cheers
>>>>>>>>>> >
>>>>>>>>>> > Enrico
>>>>>>>>>>
>>>>>>>>>>
>>>>>>>>>> Le lundi 9 janvier 2017, Stéphane Henriod <s at henriod.info> a
>>>>>>>>>> écrit :
>>>>>>>>>>
>>>>>>>>>> > Hi
>>>>>>>>>> >
>>>>>>>>>> > unfortunately this is doing quite something different!
>>>>>>>>>> >
>>>>>>>>>> > If I have a raster with 10 Landcover classes
>>>>>>>>>> (1,2,3,4,5,6,7,8,9,10) and I
>>>>>>>>>> > want to display only 1,5 and 10, using *Discrete *(1: red, 5:
>>>>>>>>>> yellow, 10:
>>>>>>>>>> > blue) the following will happen:
>>>>>>>>>> >
>>>>>>>>>> > All pixels between 1 and 4 will be red
>>>>>>>>>> > All pixels between 5 and 9 will be yellow
>>>>>>>>>> > All pixels with 10 will be blue
>>>>>>>>>> >
>>>>>>>>>> > In this sense, the pixels are indeed not interpolated, but this
>>>>>>>>>> still is
>>>>>>>>>> > not the behavior I am expecting when styling discrete rasters.
>>>>>>>>>> >
>>>>>>>>>> > A "style discrete raster" function should offer the following:
>>>>>>>>>> >
>>>>>>>>>> > - Automatically recover all unique values from the raster
>>>>>>>>>> > - Only display the pixels to which the user has explicitly
>>>>>>>>>> assigned a
>>>>>>>>>> > color
>>>>>>>>>> >
>>>>>>>>>> > But thanks for your hint, this can be helpful in other cases!
>>>>>>>>>> >
>>>>>>>>>> > Cheers
>>>>>>>>>> >
>>>>>>>>>> > Stéphane
>>>>>>>>>> >
>>>>>>>>>> >
>>>>>>>>>> > Le lundi 9 janvier 2017, Enrico Fiore <enricofiore at libero.it
>>>>>>>>>> > <javascript:_e(%7B%7D,'cvml','enricofiore at libero.it');>> a
>>>>>>>>>> écrit :
>>>>>>>>>> >
>>>>>>>>>> >> Hi,
>>>>>>>>>> >> I think that the solution is in the QGIS documentation, that
>>>>>>>>>> you can read
>>>>>>>>>> >> here: http://docs.qgis.org/2.14/en/d
>>>>>>>>>> ocs/user_manual/working_with_r
>>>>>>>>>> >> aster/raster_properties.html#band-rendering
>>>>>>>>>> >> you have to use *Singleband pseudocolor *and set color
>>>>>>>>>> interpolation to
>>>>>>>>>> >> Discrete.
>>>>>>>>>> >>
>>>>>>>>>> >> Enrico
>>>>>>>>>> >>
>>>>>>>>>> >>
>>>>>>>>>> >> ----Messaggio originale----
>>>>>>>>>> >> Da: "Stéphane Henriod" <s at henriod.info>
>>>>>>>>>> >> Data: 09/01/2017 6.30
>>>>>>>>>> >> A: "qgis-user"<qgis-user at lists.osgeo.org>
>>>>>>>>>> >> Ogg: [Qgis-user] Symbolizing a discrete or a boolean raster
>>>>>>>>>> >>
>>>>>>>>>> >> Dear all
>>>>>>>>>> >>
>>>>>>>>>> >> As much as I love QGIS and use it in my everyday life, there
>>>>>>>>>> is one
>>>>>>>>>> >> feature that I find particularly annoying: the styling of
>>>>>>>>>> discrete rasters.
>>>>>>>>>> >>
>>>>>>>>>> >> Basically, if I have a raster layer consisting of discrete
>>>>>>>>>> landcover
>>>>>>>>>> >> values (1: water, 2: forest, 3: built-up), it seems that there
>>>>>>>>>> is no easy
>>>>>>>>>> >> way to style it. QGIS will assume that the data is continuous
>>>>>>>>>> and basically
>>>>>>>>>> >> interpolate the color between each value, which leads to the
>>>>>>>>>> following
>>>>>>>>>> >> issues:
>>>>>>>>>> >>
>>>>>>>>>> >> Let's say I want to display only water and built-up (values 1
>>>>>>>>>> and 3),
>>>>>>>>>> >> water in blue and built-up in grey. QGIS will still display
>>>>>>>>>> the forests,
>>>>>>>>>> >> using a color somewhere "between" blue and grey. My only left
>>>>>>>>>> option is to
>>>>>>>>>> >> process the raster to actually replace all the 2 with NoData,
>>>>>>>>>> which is
>>>>>>>>>> >> highly unpractical...
>>>>>>>>>> >>
>>>>>>>>>> >> Same if I have a boolean raster (only 0 and 1 values). QGIS
>>>>>>>>>> will by
>>>>>>>>>> >> default make a color ramp from 0 to 0.9999.
>>>>>>>>>> >>
>>>>>>>>>> >> Also, the whole rather feels like a work-around for a missing
>>>>>>>>>> feature.
>>>>>>>>>> >>
>>>>>>>>>> >> I dream of a feature similar to this one from ArcGIS:
>>>>>>>>>> >> http://resources.arcgis.com/en/help/main/10.1/index.
>>>>>>>>>> >> html#/representing_unique_categories_such_as_land_use/009t00
>>>>>>>>>> 000074000000/
>>>>>>>>>> >> where all unique values are styled independently and where I
>>>>>>>>>> can easily
>>>>>>>>>> >> skip the values I don't want to see on my map.
>>>>>>>>>> >>
>>>>>>>>>> >> I asked a question here:
>>>>>>>>>> >> http://gis.stackexchange.com/questions/194116/qgis-style-a-d
>>>>>>>>>> >> iscrete-raster
>>>>>>>>>> >>
>>>>>>>>>> >> and opened a ticket here:
>>>>>>>>>> >> http://hub.qgis.org/issues/14845
>>>>>>>>>> >>
>>>>>>>>>> >> But none has gotten lots of attention yet... Am I the only one
>>>>>>>>>> to be
>>>>>>>>>> >> annoyed by this? If no, please raise your hand and let's try
>>>>>>>>>> to get some
>>>>>>>>>> >> momentum and see how to push this feature forward!
>>>>>>>>>> >>
>>>>>>>>>> >> Thanks a lot in advance!
>>>>>>>>>> >>
>>>>>>>>>> >> Cheers
>>>>>>>>>> >>
>>>>>>>>>> >> Stéphane
>>>>>>>>>> >>
>>>>>>>>>> >>
>>>>>>>>>> >
>>>>>>>>>>
>>>>>>>>>> --
>>>>>>>>>> Stéphane Henriod
>>>>>>>>>> CIM-Expert for GIS and Green Economy Statistics
>>>>>>>>>>
>>>>>>>>>> Национальный статистический комитет Кыргызской Республики
>>>>>>>>>> Кыргыз Республикасынын Улуттук статистика комитети
>>>>>>>>>> National Statistical Committee of the Kyrgyz Republic
>>>>>>>>>>
>>>>>>>>>> 374 Фрунзе ул. / Frunze str.
>>>>>>>>>> 720033 Бишкек / Bishkek
>>>>>>>>>>
>>>>>>>>>> T +996 778 46 99 02 (KG)
>>>>>>>>>> T +49 176 280 11 050 <+49%20176%2028011050> (DE)
>>>>>>>>>> E s at henriod.info
>>>>>>>>>> W http://www.stat.kg
>>>>>>>>>> W3W: nightfall.into.bucket
>>>>>>>>>> <https://map.what3words.com/nightfall.into.bucket> //
>>>>>>>>>> запас.союз.дружный
>>>>>>>>>> <https://map.what3words.com/запас.союз.дружный>
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>>>>>>>>>>
>>>>>>>>>> _______________________________________________
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>>>>>>>>>> ******************************************
>>>>>>>>>>
>>>>>>>>>
>>>>>>>>>
>>>>>>>>
>>>>>>>> --
>>>>>>>> Stéphane Henriod
>>>>>>>> CIM-Expert for GIS and Green Economy Statistics
>>>>>>>>
>>>>>>>> Национальный статистический комитет Кыргызской Республики
>>>>>>>> Кыргыз Республикасынын Улуттук статистика комитети
>>>>>>>> National Statistical Committee of the Kyrgyz Republic
>>>>>>>>
>>>>>>>> 374 Фрунзе ул. / Frunze str.
>>>>>>>> 720033 Бишкек / Bishkek
>>>>>>>>
>>>>>>>> T +996 778 46 99 02 (KG)
>>>>>>>> T +49 176 280 11 050 <+49%20176%2028011050> (DE)
>>>>>>>> E s at henriod.info
>>>>>>>> W http://www.stat.kg
>>>>>>>> W3W: nightfall.into.bucket
>>>>>>>> <https://map.what3words.com/nightfall.into.bucket> //
>>>>>>>> запас.союз.дружный <https://map.what3words.com/запас.союз.дружный>
>>>>>>>>
>>>>>>>>
>>>>>>>> _______________________________________________
>>>>>>>> Qgis-user mailing list
>>>>>>>> Qgis-user at lists.osgeo.org
>>>>>>>> List info: http://lists.osgeo.org/mailman/listinfo/qgis-user
>>>>>>>> Unsubscribe: http://lists.osgeo.org/mailman/listinfo/qgis-user
>>>>>>>>
>>>>>>>
>>>>>>>
>>>>>>
>>>>>> --
>>>>>> Stéphane Henriod
>>>>>> CIM-Expert for GIS and Green Economy Statistics
>>>>>>
>>>>>> Национальный статистический комитет Кыргызской Республики
>>>>>> Кыргыз Республикасынын Улуттук статистика комитети
>>>>>> National Statistical Committee of the Kyrgyz Republic
>>>>>>
>>>>>> 374 Фрунзе ул. / Frunze str.
>>>>>> 720033 Бишкек / Bishkek
>>>>>>
>>>>>> T +996 778 46 99 02 (KG)
>>>>>> T +49 176 280 11 050 <+49%20176%2028011050> (DE)
>>>>>> E s at henriod.info
>>>>>> W http://www.stat.kg
>>>>>> W3W: nightfall.into.bucket
>>>>>> <https://map.what3words.com/nightfall.into.bucket> //
>>>>>> запас.союз.дружный <https://map.what3words.com/запас.союз.дружный>
>>>>>>
>>>>>>
>>>>>>
>>>>>
>>>>
>>>> --
>>>> Stéphane Henriod
>>>> CIM-Expert for GIS and Green Economy Statistics
>>>>
>>>> Национальный статистический комитет Кыргызской Республики
>>>> Кыргыз Республикасынын Улуттук статистика комитети
>>>> National Statistical Committee of the Kyrgyz Republic
>>>>
>>>> 374 Фрунзе ул. / Frunze str.
>>>> 720033 Бишкек / Bishkek
>>>>
>>>> T +996 778 46 99 02 (KG)
>>>> T +49 176 280 11 050 (DE)
>>>> E s at henriod.info
>>>> W http://www.stat.kg
>>>> W3W: nightfall.into.bucket
>>>> <https://map.what3words.com/nightfall.into.bucket> //
>>>> запас.союз.дружный <https://map.what3words.com/запас.союз.дружный>
>>>>
>>>> _______________________________________________
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>>>> Qgis-user at lists.osgeo.org
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>>>
>>> --
>>> Alexandre Neto
>>> ---------------------
>>> @AlexNetoGeo
>>> http://sigsemgrilhetas.wordpress.com
>>> http://gisunchained.wordpress.com
>>>
>>
>>
>> --
>> Stéphane Henriod
>> CIM-Expert for GIS and Green Economy Statistics
>>
>> Национальный статистический комитет Кыргызской Республики
>> Кыргыз Республикасынын Улуттук статистика комитети
>> National Statistical Committee of the Kyrgyz Republic
>>
>> 374 Фрунзе ул. / Frunze str.
>> 720033 Бишкек / Bishkek
>>
>> T +996 778 46 99 02 (KG)
>> T +49 176 280 11 050 (DE)
>> E s at henriod.info
>> W http://www.stat.kg
>> W3W: nightfall.into.bucket
>> <https://map.what3words.com/nightfall.into.bucket> //
>> запас.союз.дружный <https://map.what3words.com/запас.союз.дружный>
>>
>>
>
> --
> Stéphane Henriod
> CIM-Expert for GIS and Green Economy Statistics
>
> Национальный статистический комитет Кыргызской Республики
> Кыргыз Республикасынын Улуттук статистика комитети
> National Statistical Committee of the Kyrgyz Republic
>
> 374 Фрунзе ул. / Frunze str.
> 720033 Бишкек / Bishkek
>
> T +996 778 46 99 02 (KG)
> T +49 176 280 11 050 (DE)
> E s at henriod.info <javascript:_e(%7B%7D,'cvml','s at henriod.info');>
> W http://www.stat.kg
> W3W: nightfall.into.bucket
> <https://map.what3words.com/nightfall.into.bucket> // запас.союз.дружный
> <https://map.what3words.com/запас.союз.дружный>
>
>
--
Stéphane Henriod
CIM-Expert for GIS and Green Economy Statistics
Национальный статистический комитет Кыргызской Республики
Кыргыз Республикасынын Улуттук статистика комитети
National Statistical Committee of the Kyrgyz Republic
374 Фрунзе ул. / Frunze str.
720033 Бишкек / Bishkek
T +996 778 46 99 02 (KG)
T +49 176 280 11 050 (DE)
E s at henriod.info
W http://www.stat.kg
W3W: nightfall.into.bucket
<https://map.what3words.com/nightfall.into.bucket> // запас.союз.дружный
<https://map.what3words.com/запас.союз.дружный>
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