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List: qgis-user
Subject: Re: [Qgis-user] [QGIS-user] Convert r.report output from txt to csv/xls
From: Nicolas Cadieux <njacadieux.gitlab () gmail ! com>
Date: 2022-01-19 13:45:14
Message-ID: F3BDBDED-7457-47A3-A06A-932154C70120 () gmail ! com
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Hi,
I am not in front of my computer so it's difficult for me to test the r.report \
functions. I see they have various flags
-h
Suppress page headers
-f
Use formfeeds between pages
-e
Scientific format
I see you can suppress some information like the header and probably some information \
at the bottom of the page. What is -e??? Could that be a easier csv output?
Are you using r.report for cross tabulation? You may be able to get a less messy \
output with another QGIS algorithm. What specific information do you need? Gdal info \
using the -stats flag probably has the same info you are looking for. Make sure you \
do not use approximate statistics. QGIS also has zonal statistics algorithms. That \
would probably easier than adding a new python function in the model (but yes, I \
could be done).
Nicolas Cadieux
https://gitlab.com/njacadieux
> Le 18 janv. 2022 Ã 21:10, Igor Oliveira Ribeiro <igorgeoinformacao@gmail.com> a \
> écrit :
> 
> Hi Nicolas,
> thanks for your help. So, I don't know how to use python in QGIS. I know R and \
> Matlab programming, but not about python. Please, see attached my model in QGIS. I \
> would like to insert after each r.report box a conversion of the output file from \
> txt to csv. Do you think it's possible?
> > On Tue, Jan 18, 2022 at 10:05 PM Nicolas Cadieux <njacadieux.gitlab@gmail.com> \
> > wrote: Hi,
> >
> > Probably but this would be a Grass request.
> >
> > Nicolas Cadieux
> > https://gitlab.com/njacadieux
> >
> > > > Le 18 janv. 2022 à 20:14, Ari Meyer <ari.meyer@gmail.com> a écrit :
> > > >
> > > 
> > > Just a question, given the discussion here. Shouldn't such a report be \
> > > generated in a structured format like YAML/JSON/XML for easier parsing? Would \
> > > this merit an enhancement request? Ari
> > >
> > > > On Tue, Jan 18, 2022 at 6:54 PM chris hermansen <clhermansen@gmail.com> \
> > > > wrote: Nicolás, Igor and list,
> > > >
> > > > > On Tue, Jan 18, 2022, 16:40 Nicolas Cadieux <njacadieux.gitlab@gmail.com> \
> > > > > wrote: Hi,
> > > > > The r.report is a rather complicated text file that contains a lot of \
> > > > > characters made for improving the look of the output. On way could be to \
> > > > > python your way thought it so that is can find your way to the proper \
> > > > > information. This would save time if you have lots of files.
> > > >
> > > >
> > > > Or if you have to process the same file many times because your data is \
> > > > evolving.
> > > > >
> > > > > The faster way, if you don't program is to use a mixture of notepad++ along \
> > > > > with excel or open office. You can easily remove all useless characters \
> > > > > like and replace them by no string or with a ",". Then you can import in \
> > > > > open office. I like OpenOffice Calc for this because you can they is to \
> > > > > merge multiple separation characters into one. This could help with the \
> > > > > imports. For example, if you have "line 1…….data,data,data", you could \
> > > > > use both the dot and the comma as separators and the multiple dots would be \
> > > > > merged as one unique separator.
> > > >
> > > >
> > > > Or not... If your decimal points are dots.
> > > > >
> > > > > If you have multiple files, you could use concatenation to make one big \
> > > > > .csv file. For windows, use the example could here. \
> > > > > https://superuser.com/questions/111825/a-command-line-or-batch-cmd-to-concatenate-multiple-files
> > > > >
> > > > > Hope this helps. This by the way is an excellent way to start learning \
> > > > > Python programming. Python has easy of way to read and write.txt file and \
> > > > > multiple way to manipulate text strings. Great project if you have the \
> > > > > time to learn.
> > > >
> > > >
> > > > I have to transform data files like this quite often.
> > > >
> > > > Generally whether using Python or another programming language, you want to \
> > > > use regular expressions to match and transform text patterns. The learning \
> > > > curve can be a bit steep but very worthwhile.
> > > > On Unix / Linux there is a specialized language for this type of transform \
> > > > called awk. It's probably available for Windows somewhere. The advantage of \
> > > > awk is there is no programming overhead for reading and writing lines; the \
> > > > awk programs are statements reacting to the input received from the file.
> > > > >
> > > > > Nicolas Cadieux
> > > > > https://gitlab.com/njacadieux
> > > > >
> > > > > > > Le 18 janv. 2022 Ã 19:18, Igor Oliveira Ribeiro \
> > > > > > > <igorgeoinformacao@gmail.com> a écrit :
> > > > > > 
> > > > > > Hi,
> > > > > > I have been using qgis version 3.10 and 3.16. I've been using the \
> > > > > > r.report tool to extract some data from a raster. Currently, the report \
> > > > > > is generated from r.report in *.txt format. I would like to know if it is \
> > > > > > possible to convert this format to csv/xls, within QGIS?
> > > > > > --
> > > > > >
> > > > > > See our last paper:
> > > > > > Impact of biomass burning on a metropolitan area in the Amazon during the \
> > > > > > 2015 El Niño: The enhancement of carbon monoxide and levoglucosan \
> > > > > > concentrations.
> > > > > > Igor Oliveira Ribeiro
> > > > > > Post-Doc on Regional Climate Change, Vulnerability, Impacts and \
> > > > > > Adaptation - Cuomo Foundation/UEA
> > > > > > +55 92 98103 7136 | skype: igorflorestal
> > > > > >
> > > > > > Universidade do Estado do Amazonas | Instituto Nacional de Pesquisas da \
> > > > > > Amazônia
> > > > > > Visite: www.geoescrita.com.br
> > > > > >
> > > > > >
> > > > > > Think globally, act locally!
> > > > > > _______________________________________________
> > > > > > Qgis-user mailing list
> > > > > > Qgis-user@lists.osgeo.org
> > > > > > List info: https://lists.osgeo.org/mailman/listinfo/qgis-user
> > > > > > Unsubscribe: https://lists.osgeo.org/mailman/listinfo/qgis-user
> > > > > _______________________________________________
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> > > > _______________________________________________
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> > _______________________________________________
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> > Unsubscribe: https://lists.osgeo.org/mailman/listinfo/qgis-user
>
>
> --
>
> See our last paper:
> Impact of biomass burning on a metropolitan area in the Amazon during the 2015 El \
> Niño: The enhancement of carbon monoxide and levoglucosan concentrations.
> Igor Oliveira Ribeiro
> Post-Doc on Regional Climate Change, Vulnerability, Impacts and Adaptation - Cuomo \
> Foundation/UEA
> +55 92 98103 7136 | skype: igorflorestal
>
> Universidade do Estado do Amazonas | Instituto Nacional de Pesquisas da Amazônia
>
> Visite: www.geoescrita.com.br
>
>
> Think globally, act locally!
> <model_r.report.pdf>
[Attachment #5 (text/html)]
<html><head><meta http-equiv="content-type" content="text/html; \
charset=utf-8"></head><body dir="auto">Hi,<div><br><div>I am not in front of my \
computer so it's difficult for me to test the r.report functions. I see they \
have various flags </div><div><dt style="-webkit-text-size-adjust: auto; \
font-family: arial, sans-serif;"><b><br></b></dt><dt style="-webkit-text-size-adjust: \
auto; font-family: arial, sans-serif;"><b>-h</b></dt><dd \
style="-webkit-text-size-adjust: auto; font-family: arial, sans-serif;">Suppress page \
headers</dd><dt style="-webkit-text-size-adjust: auto; font-family: arial, \
sans-serif;"><b>-f</b></dt><dd style="-webkit-text-size-adjust: auto; font-family: \
arial, sans-serif;">Use formfeeds between pages</dd><dt \
style="-webkit-text-size-adjust: auto; font-family: arial, \
sans-serif;"><b>-e</b></dt><dd style="-webkit-text-size-adjust: auto; font-family: \
arial, sans-serif;">Scientific format</dd><dd style="-webkit-text-size-adjust: auto; \
font-family: arial, sans-serif;"><br></dd><dd style="-webkit-text-size-adjust: auto; \
font-family: arial, sans-serif;">I see you can suppress some information like the \
header and probably some information at the bottom of the page. What is -e??? \
Could that be a easier csv output?</dd><dd style="-webkit-text-size-adjust: \
auto; font-family: arial, sans-serif;"><br></dd><dd style="-webkit-text-size-adjust: \
auto; font-family: arial, sans-serif;">Are you using r.report for cross tabulation? \
You may be able to get a less messy output with another QGIS algorithm. \
What specific information do you need? Gdal info using the -stats flag probably \
has the same info you are looking for. Make sure you do not use approximate \
statistics. QGIS also has zonal statistics algorithms. That would \
probably easier than adding a new python function in the model (but yes, I could be \
done).</dd><br><div dir="ltr">Nicolas Cadieux<div><a \
href="https://gitlab.com/njacadieux">https://gitlab.com/njacadieux</a></div><div><br></div></div><div \
dir="ltr"><br><blockquote type="cite">Le 18 janv. 2022 Ã 21:10, Igor Oliveira \
Ribeiro <igorgeoinformacao@gmail.com> a \
écrit :<br><br></blockquote></div><blockquote type="cite"><div \
dir="ltr"><div dir="ltr"><div class="gmail_default" \
style="font-family:arial,helvetica,sans-serif;font-size:small">Hi Nicolas,</div><div \
class="gmail_default" \
style="font-family:arial,helvetica,sans-serif;font-size:small">thanks for your help. \
So, I don't know how to use python in QGIS. I know R and Matlab programming, but not \
about python. Please, see attached my model in QGIS. I would like to insert after \
each r.report box a conversion of the output file from txt to csv. Do you think it's \
possible?</div></div><br><div class="gmail_quote"><div dir="ltr" \
class="gmail_attr">On Tue, Jan 18, 2022 at 10:05 PM Nicolas Cadieux <<a \
href="mailto:njacadieux.gitlab@gmail.com">njacadieux.gitlab@gmail.com</a>> \
wrote:<br></div><blockquote class="gmail_quote" style="margin:0px 0px 0px \
0.8ex;border-left:1px solid rgb(204,204,204);padding-left:1ex"><div \
dir="auto">Hi,<div><br><div>Probably but this would be a Grass request. \
<br><br><div dir="ltr">Nicolas Cadieux<div><a \
href="https://gitlab.com/njacadieux" \
target="_blank">https://gitlab.com/njacadieux</a></div></div><div \
dir="ltr"><br><blockquote type="cite">Le 18 janv. 2022 Ã 20:14, Ari Meyer <<a \
href="mailto:ari.meyer@gmail.com" target="_blank">ari.meyer@gmail.com</a>> a \
écrit :<br><br></blockquote></div><blockquote type="cite"><div \
dir="ltr"><div dir="ltr">Just a question, given the discussion here. \
Shouldn't such a report be generated in a structured format like YAML/JSON/XML for \
easier parsing? Would this merit an enhancement \
request?<div>Ari</div></div><br><div class="gmail_quote"><div dir="ltr" \
class="gmail_attr">On Tue, Jan 18, 2022 at 6:54 PM chris hermansen <<a \
href="mailto:clhermansen@gmail.com" target="_blank">clhermansen@gmail.com</a>> \
wrote:<br></div><blockquote class="gmail_quote" style="margin:0px 0px 0px \
0.8ex;border-left:1px solid rgb(204,204,204);padding-left:1ex"><div \
dir="auto"><div>Nicolás, Igor and list,<br><br><div class="gmail_quote"><div \
dir="ltr" class="gmail_attr">On Tue, Jan 18, 2022, 16:40 Nicolas Cadieux <<a \
href="mailto:njacadieux.gitlab@gmail.com" \
target="_blank">njacadieux.gitlab@gmail.com</a>> wrote:<br></div><blockquote \
class="gmail_quote" style="margin:0px 0px 0px 0.8ex;border-left:1px solid \
rgb(204,204,204);padding-left:1ex"><div dir="auto">Hi,<div>The r.report is a rather \
complicated text file that contains a lot of characters made for improving the look \
of the output. On way could be to python your way thought it so that is can \
find your way to the proper information. This would save time if you have lots \
of files. </div></div></blockquote></div></div><div dir="auto"><br></div><div \
dir="auto">Or if you have to process the same file many times because your data is \
evolving.</div><div dir="auto"><div class="gmail_quote"><blockquote \
class="gmail_quote" style="margin:0px 0px 0px 0.8ex;border-left:1px solid \
rgb(204,204,204);padding-left:1ex"><div dir="auto"><div><br></div><div>The faster \
way, if you don't program is to use a mixture of notepad++ along with excel or open \
office. You can easily remove all useless characters like and replace them by \
no string or with a ",". Then you can import in open office. I like \
OpenOffice Calc for this because you can they is to merge multiple separation \
characters into one. This could help with the imports. For example, if \
you have "line 1…….data,data,data", you could use both the dot and the comma as \
separators and the multiple dots would be merged as one unique separator. \
</div></div></blockquote></div></div><div dir="auto"><br></div><div \
dir="auto">Or not... If your decimal points are dots.</div><div dir="auto"><div \
class="gmail_quote"><blockquote class="gmail_quote" style="margin:0px 0px 0px \
0.8ex;border-left:1px solid rgb(204,204,204);padding-left:1ex"><div \
dir="auto"><div><br></div><div>If you have multiple files, you could use \
concatenation to make one big .csv file. For windows, use the example could \
here. <a href="https://superuser.com/questions/111825/a-command-line-or-batch-cmd-to-concatenate-multiple-files" \
rel="noreferrer" target="_blank">https://superuser.com/questions/111825/a-command-line-or-batch-cmd-to-concatenate-multiple-files</a></div><div><br></div><div>Hope \
this helps. This by the way is an excellent way to start learning Python \
programming. Python has easy of way to read and write.txt file and multiple way \
to manipulate text strings. Great project if you have the time to \
learn.</div></div></blockquote></div></div><div dir="auto"><br></div><div \
dir="auto">I have to transform data files like this quite often.</div><div \
dir="auto"><br></div><div dir="auto">Generally whether using Python or another \
programming language, you want to use regular expressions to match and transform text \
patterns. The learning curve can be a bit steep but very worthwhile.</div><div \
dir="auto"><br></div><div dir="auto">On Unix / Linux there is a specialized language \
for this type of transform called awk. It's probably available for Windows somewhere. \
The advantage of awk is there is no programming overhead for reading and writing \
lines; the awk programs are statements reacting to the input received from the \
file.</div><div dir="auto"><div class="gmail_quote"><blockquote class="gmail_quote" \
style="margin:0px 0px 0px 0.8ex;border-left:1px solid \
rgb(204,204,204);padding-left:1ex"><div dir="auto"><div><br><div dir="ltr">Nicolas \
Cadieux<div><a href="https://gitlab.com/njacadieux" rel="noreferrer" \
target="_blank">https://gitlab.com/njacadieux</a></div></div><div \
dir="ltr"><br><blockquote type="cite">Le 18 janv. 2022 Ã 19:18, Igor Oliveira \
Ribeiro <<a href="mailto:igorgeoinformacao@gmail.com" rel="noreferrer" \
target="_blank">igorgeoinformacao@gmail.com</a>> a \
écrit :<br><br></blockquote></div><blockquote type="cite"><div \
dir="ltr"><div dir="ltr"><div class="gmail_default" \
style="font-family:arial,helvetica,sans-serif;font-size:small">Hi, </div><div \
class="gmail_default" \
style="font-family:arial,helvetica,sans-serif;font-size:small">I have been using qgis \
version 3.10 and 3.16. I've been using the r.report tool to extract some data from a \
raster. Currently, the report is generated from r.report in *.txt format. I would \
like to know if it is possible to convert this format to csv/xls, within \
QGIS?<br></div><div><br></div>-- <br><div dir="ltr"><div dir="ltr"><div \
dir="ltr"><div dir="ltr"><div dir="ltr"><div dir="ltr"><div dir="ltr"><div \
dir="ltr"><div dir="ltr"><div dir="ltr"><div><span><br><div dir="ltr" \
style="margin-left:0pt" align="left"><table \
style="border:none;border-collapse:collapse"><colgroup><col width="168"><col \
width="456"></colgroup><tbody><tr style="height:21pt"><td colspan="2" \
style="vertical-align:top;padding:5pt;overflow:hidden"><p dir="ltr" \
style="line-height:1.2;margin-top:0pt;margin-bottom:0pt"><a \
href="https://doi.org/10.1016/j.envpol.2020.114029" rel="noreferrer" \
target="_blank"><span \
style="font-size:8pt;font-family:Arial;color:rgb(39,78,19);font-weight:700;font-style:italic;vertical-align:baseline;white-space:pre-wrap">See \
our last paper: </span></a></p><p dir="ltr" \
style="line-height:1.2;margin-top:0pt;margin-bottom:0pt"><a \
href="https://doi.org/10.1016/j.envpol.2020.114029" rel="noreferrer" \
target="_blank"><span \
style="font-size:8pt;font-family:Arial;color:rgb(0,0,0);font-style:italic;vertical-align:baseline;white-space:pre-wrap">Impact \
of biomass burning on a metropolitan area in the Amazon during the 2015 El Niño: The \
enhancement of carbon monoxide and levoglucosan \
concentrations.</span></a></p></td></tr><tr style="height:128.697pt"><td \
style="border-right:3pt solid \
rgb(56,118,29);vertical-align:top;padding:5pt;overflow:hidden"><p dir="ltr" \
style="line-height:1.2;margin-top:0pt;margin-bottom:0pt"><span \
style="font-size:11pt;font-family:Arial;color:rgb(0,0,0);background-color:transparent;vertical-align:baseline;white-space:pre-wrap"><span \
style="border:none;display:inline-block;overflow:hidden;width:146px;height:145px"><img \
src="https://lh5.googleusercontent.com/-bliIGlTBH64UHBAAns8Ubhxgih0cgNVZjNAWPkBZSkYIa- \
o9idb3Km_x571oZ3NL0nZVMvFmclRedyzJDfv00BMdZPjcKg4zD1y1yGGErKoPszFJuTRjvN_0fmLsa4Ah_2YTtxJ" \
width="146" height="145" style="margin-left: 0px; margin-top: 0px;" \
data-unique-identifier=""></span></span></p></td><td style="border-left:3pt solid \
rgb(56,118,29);vertical-align:top;padding:5pt;overflow:hidden"><p dir="ltr" \
style="line-height:1.2;margin-top:0pt;margin-bottom:0pt"><span \
style="font-size:12pt;font-family:Georgia;color:rgb(56,118,29);background-color:transparent;font-weight:700;vertical-align:baseline;white-space:pre-wrap">Igor \
Oliveira Ribeiro</span></p><p dir="ltr" \
style="line-height:1.2;margin-top:0pt;margin-bottom:0pt"><span \
style="font-size:8pt;font-family:Georgia;color:rgb(0,0,0);font-style:italic;vertical-align:baseline;white-space:pre-wrap">Post-Doc \
on Regional Climate Change, Vulnerability, Impacts and Adaptation - Cuomo \
Foundation/UEA</span></p><br><p dir="ltr" \
style="line-height:1.2;margin-top:0pt;margin-bottom:0pt"><span \
style="font-size:8pt;font-family:Georgia;color:rgb(34,34,34);vertical-align:baseline;white-space:pre-wrap">+55 \
92 98103 7136 | skype: igorflorestal</span></p><br><p dir="ltr" \
style="line-height:1.2;margin-top:0pt;margin-bottom:0pt"><span \
style="font-size:8pt;font-family:Georgia;color:rgb(34,34,34);vertical-align:baseline;white-space:pre-wrap">Universidade \
do Estado do Amazonas | Instituto Nacional de Pesquisas da Amazônia</span></p><br><p \
dir="ltr" style="line-height:1.2;margin-top:0pt;margin-bottom:0pt"><span \
style="font-size:8pt;font-family:Georgia;color:rgb(34,34,34);vertical-align:baseline;white-space:pre-wrap">Visite: \
</span><a href="http://www.geoescrita.com.br" rel="noreferrer" target="_blank"><span \
style="font-size:8pt;font-family:Georgia;color:rgb(56,118,29);vertical-align:baseline;white-space:pre-wrap">www.geoescrita.com.br</span></a></p><br><p \
dir="ltr" style="line-height:1.2;margin-top:0pt;margin-bottom:0pt"><a \
href="https://www.linkedin.com/in/igoroliveiraribeiro/" rel="noreferrer" \
target="_blank"><span \
style="font-size:8pt;font-family:Georgia;color:rgb(17,85,204);vertical-align:baseline;white-space:pre-wrap"><span \
style="border:none;display:inline-block;overflow:hidden;width:27px;height:27px"><img \
src="https://lh4.googleusercontent.com/2py0KXy5JccNXFC-38-2TT9wnYCQAXMRBlM5H0eOS83jy2S \
z-PUr9_1C57srnad478ma9o9_fAYHjUhFN7Hza3OOCSiFHFpboznBl1PpVLavbfnjGYoU1usFc0W8j9pS4VzAKwCV" \
width="27" height="27" style="margin-left: 0px; margin-top: 0px;" \
data-unique-identifier=""></span></span></a><a \
href="https://www.instagram.com/geoescrita/" rel="noreferrer" target="_blank"><span \
style="font-size:8pt;font-family:Georgia;color:rgb(17,85,204);vertical-align:baseline;white-space:pre-wrap"><span \
style="border:none;display:inline-block;overflow:hidden;width:27px;height:27px"><img \
src="https://lh4.googleusercontent.com/-FUMJ4HbrYAwwTKB49CF6r39wVYnoWf1AD9ZLKvD6Z1Cu1y \
qyo8NRk-InWHOa34J87OHDcJcCstkC_khG2_jCc6qDGop64cV2F0OL-IZ1S3Jgf9SfxVF08U9xfx47ov24InhjsqE" \
width="27" height="27" style="margin-left: 0px; margin-top: 0px;" \
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href="https://www.researchgate.net/profile/Igor_Oliveira_Ribeiro" rel="noreferrer" \
target="_blank"><span \
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NQiZwRKKX55B9pB7-3j2nPFttXJezhSxrHQeBpnEnpeD_CRjzBQgPo5hG5C68qhY1wRFMu0PDv9LbQ8iY8-K4bwIk" \
width="27" height="27" style="margin-left: 0px; margin-top: 0px;" \
data-unique-identifier=""></span></span></a><a \
href="http://lattes.cnpq.br/3909691804095045" rel="noreferrer" target="_blank"><span \
style="font-size:8pt;font-family:Georgia;color:rgb(17,85,204);vertical-align:baseline;white-space:pre-wrap"><span \
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src="https://lh6.googleusercontent.com/z9emf1sj2DW-tYYJZ6Qkd3RxvB23DjQdH7bLcTDIv9zyi-X \
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width="27" height="27" style="margin-left: 0px; margin-top: 0px;" \
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</blockquote></div><br clear="all"><div><br></div>-- <br><div dir="ltr" \
class="gmail_signature"><div dir="ltr"><div dir="ltr"><div dir="ltr"><div \
dir="ltr"><div dir="ltr"><div dir="ltr"><div dir="ltr"><div dir="ltr"><div \
dir="ltr"><div><span><br><div dir="ltr" style="margin-left:0pt" align="left"><table \
style="border:none;border-collapse:collapse"><colgroup><col width="168"><col \
width="456"></colgroup><tbody><tr style="height:21pt"><td colspan="2" \
style="vertical-align:top;padding:5pt;overflow:hidden"><p dir="ltr" \
style="line-height:1.2;margin-top:0pt;margin-bottom:0pt"><a \
href="https://doi.org/10.1016/j.envpol.2020.114029" target="_blank"><span \
style="font-size:8pt;font-family:Arial;color:rgb(39,78,19);font-weight:700;font-style:italic;vertical-align:baseline;white-space:pre-wrap">See \
our last paper: </span></a></p><p dir="ltr" \
style="line-height:1.2;margin-top:0pt;margin-bottom:0pt"><a \
href="https://doi.org/10.1016/j.envpol.2020.114029" target="_blank"><span \
style="font-size:8pt;font-family:Arial;color:rgb(0,0,0);font-style:italic;vertical-align:baseline;white-space:pre-wrap">Impact \
of biomass burning on a metropolitan area in the Amazon during the 2015 El Niño: The \
enhancement of carbon monoxide and levoglucosan \
concentrations.</span></a></p></td></tr><tr style="height:128.697pt"><td \
style="border-right:3pt solid \
rgb(56,118,29);vertical-align:top;padding:5pt;overflow:hidden"><p dir="ltr" \
style="line-height:1.2;margin-top:0pt;margin-bottom:0pt"><span \
style="font-size:11pt;font-family:Arial;color:rgb(0,0,0);background-color:transparent;vertical-align:baseline;white-space:pre-wrap"><span \
style="border:none;display:inline-block;overflow:hidden;width:146px;height:145px"><img \
src="https://lh5.googleusercontent.com/-bliIGlTBH64UHBAAns8Ubhxgih0cgNVZjNAWPkBZSkYIa- \
o9idb3Km_x571oZ3NL0nZVMvFmclRedyzJDfv00BMdZPjcKg4zD1y1yGGErKoPszFJuTRjvN_0fmLsa4Ah_2YTtxJ" \
width="146" height="145" style="margin-left: 0px; margin-top: 0px;" \
data-unique-identifier=""></span></span></p></td><td style="border-left:3pt solid \
rgb(56,118,29);vertical-align:top;padding:5pt;overflow:hidden"><p dir="ltr" \
style="line-height:1.2;margin-top:0pt;margin-bottom:0pt"><span \
style="font-size:12pt;font-family:Georgia;color:rgb(56,118,29);background-color:transparent;font-weight:700;vertical-align:baseline;white-space:pre-wrap">Igor \
Oliveira Ribeiro</span></p><p dir="ltr" \
style="line-height:1.2;margin-top:0pt;margin-bottom:0pt"><span \
style="font-size:8pt;font-family:Georgia;color:rgb(0,0,0);font-style:italic;vertical-align:baseline;white-space:pre-wrap">Post-Doc \
on Regional Climate Change, Vulnerability, Impacts and Adaptation - Cuomo \
Foundation/UEA</span></p><br><p dir="ltr" \
style="line-height:1.2;margin-top:0pt;margin-bottom:0pt"><span \
style="font-size:8pt;font-family:Georgia;color:rgb(34,34,34);vertical-align:baseline;white-space:pre-wrap">+55 \
92 98103 7136 | skype: igorflorestal</span></p><br><p dir="ltr" \
style="line-height:1.2;margin-top:0pt;margin-bottom:0pt"><span \
style="font-size:8pt;font-family:Georgia;color:rgb(34,34,34);vertical-align:baseline;white-space:pre-wrap">Universidade \
do Estado do Amazonas | Instituto Nacional de Pesquisas da Amazônia</span></p><br><p \
dir="ltr" style="line-height:1.2;margin-top:0pt;margin-bottom:0pt"><span \
style="font-size:8pt;font-family:Georgia;color:rgb(34,34,34);vertical-align:baseline;white-space:pre-wrap">Visite: \
</span><a href="http://www.geoescrita.com.br" target="_blank"><span \
style="font-size:8pt;font-family:Georgia;color:rgb(56,118,29);vertical-align:baseline;white-space:pre-wrap">www.geoescrita.com.br</span></a></p><br><p \
dir="ltr" style="line-height:1.2;margin-top:0pt;margin-bottom:0pt"><a \
href="https://www.linkedin.com/in/igoroliveiraribeiro/" target="_blank"><span \
style="font-size:8pt;font-family:Georgia;color:rgb(17,85,204);vertical-align:baseline;white-space:pre-wrap"><span \
style="border:none;display:inline-block;overflow:hidden;width:27px;height:27px"><img \
src="https://lh4.googleusercontent.com/2py0KXy5JccNXFC-38-2TT9wnYCQAXMRBlM5H0eOS83jy2S \
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data-unique-identifier=""></span></span></a><a \
href="https://www.instagram.com/geoescrita/" target="_blank"><span \
style="font-size:8pt;font-family:Georgia;color:rgb(17,85,204);vertical-align:baseline;white-space:pre-wrap"><span \
style="border:none;display:inline-block;overflow:hidden;width:27px;height:27px"><img \
src="https://lh4.googleusercontent.com/-FUMJ4HbrYAwwTKB49CF6r39wVYnoWf1AD9ZLKvD6Z1Cu1y \
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width="27" height="27" style="margin-left: 0px; margin-top: 0px;" \
data-unique-identifier=""></span></span></a><a \
href="https://www.researchgate.net/profile/Igor_Oliveira_Ribeiro" \
target="_blank"><span \
style="font-size:8pt;font-family:Georgia;color:rgb(17,85,204);vertical-align:baseline;white-space:pre-wrap"><span \
style="border:none;display:inline-block;overflow:hidden;width:27px;height:27px"><img \
src="https://lh6.googleusercontent.com/ert1Bk_3idA2Vb4MK8Hd3B1p2vdcL52JrOmNjaGhhbS7caC \
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width="27" height="27" style="margin-left: 0px; margin-top: 0px;" \
data-unique-identifier=""></span></span></a><a \
href="http://lattes.cnpq.br/3909691804095045" target="_blank"><span \
style="font-size:8pt;font-family:Georgia;color:rgb(17,85,204);vertical-align:baseline;white-space:pre-wrap"><span \
style="border:none;display:inline-block;overflow:hidden;width:27px;height:27px"><img \
src="https://lh6.googleusercontent.com/z9emf1sj2DW-tYYJZ6Qkd3RxvB23DjQdH7bLcTDIv9zyi-X \
nZRAroZBc8OPJqQkDIvZJBpd7GCa-2ClAT2gT3ubJ4yZj1BA0-T8hGgBboms-kjpowUuhBQO4z4EcWDwF9w25FGiy" \
width="27" height="27" style="margin-left: 0px; margin-top: 0px;" \
data-unique-identifier=""></span></span></a><a \
href="https://orcid.org/0000-0002-3529-0525" target="_blank"><span \
style="font-size:8pt;font-family:Georgia;color:rgb(17,85,204);vertical-align:baseline;white-space:pre-wrap"><span \
style="border:none;display:inline-block;overflow:hidden;width:27px;height:27px"><img \
src="https://lh4.googleusercontent.com/fOmYAxdij-Q_UFG3dFFnhy_zegLQSPZcgxSE-l8u9XuSz6L \
vnUGItsmoPZL_GCcfoYF2yl9dqYGs3842AcozPLqY103OWAe1x-js_lNLXym1Wcde7j4r19_vICiJXP5xaE_-KPIL" \
width="27" height="27" style="margin-left: 0px; margin-top: 0px;" \
data-unique-identifier=""></span></span></a><a href="https://www.geoescrita.com.br/" \
target="_blank"><span \
style="font-size:8pt;font-family:Georgia;color:rgb(17,85,204);vertical-align:baseline;white-space:pre-wrap"><span \
style="border:none;display:inline-block;overflow:hidden;width:27px;height:27px"><img \
src="https://lh3.googleusercontent.com/H041znsV0LChyhfdBIDwXHwIh5BUG2TCmQYBSI1d4eF1NX8 \
0_T79MtdQqif3DHpBIDgzvXhuXDLc0l77eylJCPuW7jbalTIbVqBg-dm8S-JHOxZh458R0UX8SsJINhcqw7nG7_Pw" \
width="27" height="27" style="margin-left: 0px; margin-top: 0px;" \
data-unique-identifier=""></span></span></a></p></td></tr><tr style="height:21pt"><td \
colspan="2" style="vertical-align:top;padding:5pt;overflow:hidden"><p dir="ltr" \
style="line-height:1.2;margin-top:0pt;margin-bottom:0pt"><span \
style="font-size:8pt;font-family:Georgia;color:rgb(39,78,19);font-style:italic;vertical-align:baseline;white-space:pre-wrap">Think \
globally, act locally!</span></p></td></tr></tbody></table></div></span></div><div></div></div></div></div></div></div></div></div></div></div></div>
<div><model_r.report.pdf></div></div></blockquote></div></div></body></html>
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