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  <front>
    <journal-meta>
<journal-id journal-id-type="publisher">BG</journal-id>
<journal-title-group>
<journal-title>Biogeosciences</journal-title>
<abbrev-journal-title abbrev-type="publisher">BG</abbrev-journal-title>
<abbrev-journal-title abbrev-type="nlm-ta">Biogeosciences</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">1726-4189</issn>
<publisher><publisher-name>Copernicus Publications</publisher-name>
<publisher-loc>Göttingen, Germany</publisher-loc>
</publisher>
</journal-meta>

    <article-meta>
      <article-id pub-id-type="doi">10.5194/bg-13-2137-2016</article-id><title-group><article-title>Non-deforestation fire vs. fossil fuel combustion: the source of
<inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> emissions affects the global carbon cycle and climate responses</article-title>
      </title-group><?xmltex \runningtitle{Fire vs. fossil fuel combustion}?><?xmltex \runningauthor{J.-S.~Landry and H.~D.~Matthews}?>
      <contrib-group>
        <contrib contrib-type="author" corresp="yes" rid="aff1 aff3">
          <name><surname>Landry</surname><given-names>Jean-Sébastien</given-names></name>
          <email>jean-sebastien.landry2@mail.mcgill.ca</email>
        <ext-link>https://orcid.org/0000-0003-4524-1644</ext-link></contrib>
        <contrib contrib-type="author" corresp="no" rid="aff2">
          <name><surname>Matthews</surname><given-names>H. Damon</given-names></name>
          
        <ext-link>https://orcid.org/0000-0003-3625-390X</ext-link></contrib>
        <aff id="aff1"><label>1</label><institution>Department of Geography, McGill University, Montréal, Canada</institution>
        </aff>
        <aff id="aff2"><label>2</label><institution>Department of Geography, Planning and Environment, Concordia University, Montréal, Canada</institution>
        </aff>
        <aff id="aff3"><label>a</label><institution>currently at: Department of Geography, Planning and Environment,
Concordia University, Montréal, Canada</institution>
        </aff>
      </contrib-group>
      <author-notes><corresp id="corr1">Jean-Sébastien Landry (jean-sebastien.landry2@mail.mcgill.ca)</corresp></author-notes><pub-date><day>13</day><month>April</month><year>2016</year></pub-date>
      
      <volume>13</volume>
      <issue>7</issue>
      <fpage>2137</fpage><lpage>2149</lpage>
      <history>
        <date date-type="received"><day>19</day><month>August</month><year>2015</year></date>
           <date date-type="rev-request"><day>14</day><month>September</month><year>2015</year></date>
           <date date-type="rev-recd"><day>22</day><month>March</month><year>2016</year></date>
           <date date-type="accepted"><day>4</day><month>April</month><year>2016</year></date>
      </history>
      <permissions>
<license license-type="open-access">
<license-p>This work is licensed under a Creative Commons Attribution 3.0 Unported License. To view a copy of this license, visit <ext-link ext-link-type="uri" xlink:href="http://creativecommons.org/licenses/by/3.0/">http://creativecommons.org/licenses/by/3.0/</ext-link></license-p>
</license>
</permissions><self-uri xlink:href="https://bg.copernicus.org/articles/13/2137/2016/bg-13-2137-2016.html">This article is available from https://bg.copernicus.org/articles/13/2137/2016/bg-13-2137-2016.html</self-uri>
<self-uri xlink:href="https://bg.copernicus.org/articles/13/2137/2016/bg-13-2137-2016.pdf">The full text article is available as a PDF file from https://bg.copernicus.org/articles/13/2137/2016/bg-13-2137-2016.pdf</self-uri>


      <abstract>
    <p>Non-deforestation fire – i.e., fire that is typically followed by the
recovery of natural vegetation – is arguably the most influential
disturbance in terrestrial ecosystems, thereby playing a major role in
carbon exchanges and affecting many climatic processes. The radiative
effect from a given atmospheric <inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> perturbation is the same
for fire and fossil fuel combustion. However, major differences exist
per unit of <inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> emitted between the effects of
non-deforestation fire vs. fossil fuel combustion on the global
carbon cycle and climate, because (1) fossil fuel combustion implies
a net transfer of carbon from geological reservoirs to the atmospheric,
oceanic, and terrestrial pools, whereas fire occurring in terrestrial
ecosystems does not; (2) the average lifetime of the atmospheric
<inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> increase is longer when originating from fossil fuel
combustion compared to fire, due to the strong vegetation regrowth
following fire disturbances in terrestrial ecosystems; and (3)
other impacts, for example on land surface albedo, also differ
between fire and fossil fuel combustion. The main purpose of this
study is to illustrate the consequences from these fundamental
differences between fossil fuel combustion and non-deforestation
fires using 1000-<inline-formula><mml:math display="inline"><mml:mi mathvariant="normal">year</mml:mi></mml:math></inline-formula> simulations
of a coupled climate–carbon model with interactive vegetation. We
assessed emissions from both pulse and stable fire regime changes,
considering both the gross (carbon released from combustion) and net
(fire-caused change in land carbon, also accounting for vegetation
decomposition and regrowth, as well as climate–carbon feedbacks) fire
<inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> emissions. In all cases, we found substantial differences
from equivalent amounts of emissions produced by fossil fuel
combustion. These findings suggest that side-by-side comparisons of
non-deforestation fire and fossil fuel <inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> emissions –
implicitly implying that they have similar effects per unit of
<inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> emitted – should therefore be avoided, particularly when
these comparisons involve gross fire emissions, because the reservoirs
from which these emissions are drawn have very different residence
times (millions of years for fossil fuel; years to centuries for
vegetation and soil–litter). Our results also support the notion that
most net emissions occur relatively soon after fire regime shifts and
then progressively approach zero. Overall, our study calls for the
explicit representation of fire activity as a valuable step to foster
a more accurate understanding of its impacts on global carbon cycling
and temperature, as opposed to conceiving fire effects as congruent with
the consequences from fossil fuel combustion.</p>
  </abstract>
    </article-meta>
  </front>
<body>
      

<sec id="Ch1.S1" sec-type="intro">
  <title>Introduction</title>
      <p>Fossil fuel combustion entails a net transfer of carbon from
geological reservoirs to the much more active atmospheric, oceanic,
and terrestrial carbon pools, thereby increasing the total amount of
carbon in these pools and leading to an atmospheric <inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula>
anomaly that decreases only gradually on a millennial timescale
<xref ref-type="bibr" rid="bib1.bibx3 bib1.bibx15 bib1.bibx25" id="paren.1"/>. This atmospheric <inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula>
anomaly causes global warming that remains stable over thousands of
years <xref ref-type="bibr" rid="bib1.bibx32 bib1.bibx15 bib1.bibx12" id="paren.2"/>. The atmospheric
<inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> anomaly also gives rise to a global <inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula>
fertilization effect that decreases land surface albedo, due to dynamic
vegetation expansion and generally higher vegetation cover; considered
alone, this albedo decrease has a warming influence on the climate
<xref ref-type="bibr" rid="bib1.bibx31 bib1.bibx6" id="paren.3"/>.</p>
      <p>Fire (also referred to as wildland fire, wildfire, biomass burning,
and open vegetation
burning) is a conspicuous disturbance in most terrestrial ecosystems,
with considerable impacts on vegetation and climate <xref ref-type="bibr" rid="bib1.bibx8 bib1.bibx43 bib1.bibx10" id="paren.4"/>. Contrary to fossil fuel combustion, fire
does not entail a net addition of <inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> to the three active
carbon pools of the Earth system but simply redistributes the carbon
already existing within these global pools. Except when used for
permanent land clearing, fire usually triggers a strong local-scale
vegetation regrowth response lasting years to decades depending upon
the ecosystem <xref ref-type="bibr" rid="bib1.bibx50 bib1.bibx20" id="paren.5"/>; hence the
resulting atmospheric <inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> anomaly and the concurrent global
<inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> fertilization are of shorter duration than after fossil
fuel combustion. Fire also causes major modifications to
land–atmosphere exchanges of energy through altered surface albedo
and sensible/latent heat partitioning <xref ref-type="bibr" rid="bib1.bibx11 bib1.bibx1" id="paren.6"/>.
Besides a short-term decrease due to surface blackening, local albedo
generally increases after a fire event, thereby leading to
a regional-scale cooling that is consequential at the global scale
<xref ref-type="bibr" rid="bib1.bibx52 bib1.bibx28" id="paren.7"/>. For the same amount of emitted
<inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula>, fire therefore differs from fossil fuel combustion in
terms of (1) the net addition of <inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> to the active carbon
cycling pools for fossil fuel combustion only, (2) the average lifetime
of the atmospheric <inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> perturbation, and (3) the non-<inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula>
climatic impacts (e.g., albedo) that also affect the carbon cycle.
Given that these differences are in fact inseparable from the
<inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> emitting process, we expect the same amount of <inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula>
emissions from fire vs. fossil fuel combustion to have different
effects on the global carbon cycle and temperature. Variations in the
amount and composition of aerosols emitted by the two processes also
likely lead to further differences; unfortunately, even if fire-emitted
aerosols might have a larger climatic impact than any other fire-caused
effect, their exact forcing remains poorly constrained
<xref ref-type="bibr" rid="bib1.bibx22 bib1.bibx23 bib1.bibx24 bib1.bibx49 bib1.bibx52 bib1.bibx28" id="paren.8"/>.</p>
      <p>Fire currently affects around 300–500 <inline-formula><mml:math display="inline"><mml:mrow><mml:mi mathvariant="normal">Mha</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:msup><mml:mi mathvariant="normal">yr</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula>
<xref ref-type="bibr" rid="bib1.bibx35 bib1.bibx39 bib1.bibx19" id="paren.9"/>, leading to gross
emissions (i.e., accounting only for the combustion of vegetation and
soil–litter) of 1.5–3 <inline-formula><mml:math display="inline"><mml:mrow><mml:mi mathvariant="normal">Pg</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="normal">C</mml:mi><mml:mspace width="0.125em" linebreak="nobreak"/><mml:msup><mml:mi mathvariant="normal">yr</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula> <xref ref-type="bibr" rid="bib1.bibx35 bib1.bibx51 bib1.bibx39" id="paren.10"/>. The potential for modifications in
the current fire regime to modulate climate change stimulated the
explicit representation of fire in the Lund–Potsdam–Jena (LPJ)
dynamic global vegetation model <xref ref-type="bibr" rid="bib1.bibx47" id="paren.11"><named-content content-type="pre">DGVM;</named-content></xref> and
later on into various other similar process-based models of
climate–vegetation interactions <xref ref-type="bibr" rid="bib1.bibx4 bib1.bibx26 bib1.bibx30" id="paren.12"/>. These efforts have paved the way to studies that projected
an increase in fire activity and gross <inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> emissions over
the 21st century <xref ref-type="bibr" rid="bib1.bibx45 bib1.bibx36 bib1.bibx27" id="paren.13"/>. The
net effect of fire on global carbon cycling has, however, received less
attention than the consequences from future changes in fire activity.
In their seminal study, <xref ref-type="bibr" rid="bib1.bibx46" id="text.14"/> concluded that net
biospheric emissions, coming mostly from fire, could range between
<inline-formula><mml:math display="inline"><mml:mrow><mml:mo>±</mml:mo><mml:mn mathvariant="normal">2</mml:mn></mml:mrow></mml:math></inline-formula> <inline-formula><mml:math display="inline"><mml:mrow><mml:mi mathvariant="normal">Pg</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="normal">C</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:msup><mml:mi mathvariant="normal">yr</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula> by adding the effects of vegetation
regrowth and other processes to their estimate of
2–4 <inline-formula><mml:math display="inline"><mml:mrow><mml:mi mathvariant="normal">Pg</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="normal">C</mml:mi><mml:mspace width="0.125em" linebreak="nobreak"/><mml:msup><mml:mi mathvariant="normal">yr</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula> for gross fire emissions. The net effect
of fire on global terrestrial carbon storage has then apparently been
left unaddressed for more than 3 decades, until <xref ref-type="bibr" rid="bib1.bibx52" id="text.15"/>
suggested a fire-caused net reduction of <inline-formula><mml:math display="inline"><mml:mrow><mml:mo>∼</mml:mo><mml:mn>500</mml:mn></mml:mrow></mml:math></inline-formula> <inline-formula><mml:math display="inline"><mml:mrow><mml:mi mathvariant="normal">Pg</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="normal">C</mml:mi></mml:mrow></mml:math></inline-formula> in
pre-industrial land carbon. They also found that this reduction could
currently be slightly lower (around 425 <inline-formula><mml:math display="inline"><mml:mrow><mml:mi mathvariant="normal">Pg</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="normal">C</mml:mi></mml:mrow></mml:math></inline-formula>) due to
offsetting effects between fire and land-use and land-cover changes
(LULCC) but could increase to about 550–650 <inline-formula><mml:math display="inline"><mml:mrow><mml:mi mathvariant="normal">Pg</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="normal">C</mml:mi></mml:mrow></mml:math></inline-formula> by the end
of this century due to a climate-driven increase in fire activity.
More recently, <xref ref-type="bibr" rid="bib1.bibx30" id="text.16"/> concluded that net fire emissions were
equal to 1.0 <inline-formula><mml:math display="inline"><mml:mrow><mml:mi mathvariant="normal">Pg</mml:mi><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="normal">C</mml:mi><mml:mspace width="0.125em" linebreak="nobreak"/><mml:msup><mml:mi mathvariant="normal">yr</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula> on average during the 20th
century, compared to gross emissions of 1.9 <inline-formula><mml:math display="inline"><mml:mrow><mml:mi mathvariant="normal">Pg</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="normal">C</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:msup><mml:mi mathvariant="normal">yr</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula> on
average over the same period. While the fact that vegetation regrowth
offsets a fraction of gross fire emissions has been appreciated for
some time, previous global quantifications of the difference between
gross and net emissions have been performed with first-order estimates
<xref ref-type="bibr" rid="bib1.bibx46" id="paren.17"/> or in offline terrestrial models <xref ref-type="bibr" rid="bib1.bibx52 bib1.bibx30" id="paren.18"/> and have neglected relevant processes. Indeed, net fire
<inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> emissions differ from gross emissions because they include
not only the gradual decomposition of the non-trivial fraction of
vegetation killed by fire but not combusted (especially for trees) and
the post-fire vegetation regrowth, but because they also include the effects of various
feedbacks, like the fire-induced <inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> fertilization of
terrestrial vegetation, or the impacts on vegetation productivity and
soil–litter decomposition of temperature changes caused by modified
atmospheric <inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> and surface albedo.</p>
      <p>In this study, we used a coupled climate–carbon model with
interactive vegetation to advance the current knowledge regarding the
effects of fire <inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> emissions on the global carbon cycle and
temperature. Using such a model allowed us to keep track of the total
carbon in the Earth system, include the major role of the ocean in
the fate of the fire-emitted <inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula>, and account for the various
feedbacks mentioned previously (i.e., <inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> fertilization and
temperature–<inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> interactions), which are consequential for
the global carbon cycle and temperature responses. We focussed on
non-deforestation fires that allow the different vegetation types to
compete and grow back in the recently burned area, because they
constitute the bulk of global burned area and gross emissions
<xref ref-type="bibr" rid="bib1.bibx51" id="paren.19"/> and have been much less represented in climate
models than the LULCC events associated with deforestation fires. Our
main objective is to compare the long-term effects of non-deforestation
fire vs. fossil fuel combustion per unit of <inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> emitted, for
single fire pulses and stable fire regimes. A second
objective is to quantify the differences between gross and net fire
<inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> emissions over 1000 <inline-formula><mml:math display="inline"><mml:mi mathvariant="normal">years</mml:mi></mml:math></inline-formula> following major changes
in fire frequency; note that the simulated net emissions accounted for
all processes mentioned previously (i.e., decomposition of fire-killed
vegetation, regrowth, global <inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> fertilization, and
temperature–<inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> interactions on land and in the ocean) in
addition to the gross (i.e., combustion)
emissions. To facilitate the interpretation of results, we performed
all simulations against a background climate corresponding to
pre-industrial conditions.</p>
</sec>
<sec id="Ch1.S2">
  <title>Methods</title>
<sec id="Ch1.S2.SS1">
  <title>Modelling of fire and fossil fuel effects</title>
      <p>We used the University of Victoria Earth System Climate Model (UVic
ESCM) version 2.9 to study the climatic effects of fire and fossil
fuel <inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> emissions. The UVic ESCM computes at a resolution of
<inline-formula><mml:math display="inline"><mml:mrow><mml:msup><mml:mn>3.6</mml:mn><mml:mo>∘</mml:mo></mml:msup><mml:mo>×</mml:mo><mml:msup><mml:mn>1.8</mml:mn><mml:mo>∘</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula> (longitude <inline-formula><mml:math display="inline"><mml:mo>×</mml:mo></mml:math></inline-formula> latitude) the
exchanges of carbon, energy, and water among the land, atmosphere, and
ocean <xref ref-type="bibr" rid="bib1.bibx53 bib1.bibx15" id="paren.20"/>. The land module consists of
a simplified version of the MOSES land surface scheme
<xref ref-type="bibr" rid="bib1.bibx34" id="paren.21"/> coupled to the TRIFFID DGVM
<xref ref-type="bibr" rid="bib1.bibx13" id="paren.22"/>. TRIFFID simulates the competition among five
different plant functional types (PFTs): broadleaf tree, needleleaf
tree, <inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">C</mml:mi><mml:mn mathvariant="normal">3</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> grass, <inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">C</mml:mi><mml:mn mathvariant="normal">4</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> grass, and shrub, accounting for
the dynamics of different carbon pools for vegetation (leaves, stem,
and roots) and soil–litter. The UVic ESCM computes the atmospheric
energy and moisture balance with dynamical feedbacks, and its ocean
module represents three-dimensional circulation, sea ice dynamics and
thermodynamics, inorganic carbon, and ecosystem/biogeochemical
exchanges <xref ref-type="bibr" rid="bib1.bibx53 bib1.bibx18 bib1.bibx44 bib1.bibx15" id="paren.23"/>.</p>
      <p>The UVic ESCM can account for various types of prescribed forcings,
including the emissions of <inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula>, other greenhouse gases, and
sulphate aerosols, land-cover changes, volcanic aerosols, and land ice
<xref ref-type="bibr" rid="bib1.bibx53 bib1.bibx33" id="paren.24"/>. In this study, we also used the
UVic ESCM fire module developed by <xref ref-type="bibr" rid="bib1.bibx28" id="text.25"/>. In each
grid cell, this module estimated the gross <inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> emissions
coming from combustion as the product of prescribed burned area (see
Sect. <xref ref-type="sec" rid="Ch1.S2.SS2"/>), fuel density (simulated by the UVic ESCM), and
PFT-specific combustion fractions for the different fuel types
(Table <xref ref-type="table" rid="Ch1.T1"/>). The carbon contained in the vegetation
killed by fire but not combusted was transferred to the soil–litter
pool, where it decomposed and released additional <inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> at
a rate that depended upon the simulated soil temperature and
moisture. Since we were interested in non-deforestation fires, the
different PFTs could compete and grow back in the recently burned
area, giving rise to a regrowth <inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> flux influenced by the
climate–carbon feedbacks simulated by the UVic ESCM (e.g.,
fire-induced <inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> fertilization and temperature changes). The
model further accounted for the post-fire changes in land surface
exchanges due to the modified vegetation cover, including the increase
in land surface albedo (<inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">α</mml:mi><mml:mi mathvariant="normal">L</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula>, unitless). In all
simulations, we included only the <inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula>-related effects of fire
and fossil fuel combustion and not the associated aerosols and
non-<inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> greenhouse gases. We note that fire releases some
carbon as carbon monoxide (<inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:mi mathvariant="normal">CO</mml:mi></mml:mrow></mml:math></inline-formula>) and methane (<inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CH</mml:mi><mml:mn mathvariant="normal">4</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula>);
however, these species constitute less than 10 % of the fire-emitted
carbon <xref ref-type="bibr" rid="bib1.bibx2" id="paren.26"/> and get mostly oxidized to <inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> on
a timescale shorter than the one of interest here
<xref ref-type="bibr" rid="bib1.bibx17 bib1.bibx9" id="paren.27"/>. Similarly, we did not include
here the short-term albedo decrease due to surface blackening.</p>

<?xmltex \floatpos{t}?><table-wrap id="Ch1.T1"><caption><p>Combustion fractions (all unitless) for the different PFTs
(BT is broadleaf tree; NT is needleleaf tree; C3G is <inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">C</mml:mi><mml:mn mathvariant="normal">3</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula>
grass; C4G is <inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">C</mml:mi><mml:mn mathvariant="normal">4</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> grass; SH is shrub) and temporarily
unvegetated portion of the grid cell (UNVEG); n/a indicates not applicable.</p></caption><oasis:table frame="topbot"><?xmltex \begin{scaleboxenv}{.97}[.97]?><oasis:tgroup cols="7">
     <oasis:colspec colnum="1" colname="col1" align="left"/>
     <oasis:colspec colnum="2" colname="col2" align="right"/>
     <oasis:colspec colnum="3" colname="col3" align="right"/>
     <oasis:colspec colnum="4" colname="col4" align="right"/>
     <oasis:colspec colnum="5" colname="col5" align="right"/>
     <oasis:colspec colnum="6" colname="col6" align="right"/>
     <oasis:colspec colnum="7" colname="col7" align="left"/>
     <oasis:thead>
       <oasis:row rowsep="1">  
         <oasis:entry colname="col1">Fuel type</oasis:entry>  
         <oasis:entry colname="col2">BT</oasis:entry>  
         <oasis:entry colname="col3">NT</oasis:entry>  
         <oasis:entry colname="col4">C3G</oasis:entry>  
         <oasis:entry colname="col5">C4G</oasis:entry>  
         <oasis:entry colname="col6">SH</oasis:entry>  
         <oasis:entry colname="col7">UNVEG</oasis:entry>
       </oasis:row>
     </oasis:thead>
     <oasis:tbody>
       <oasis:row>  
         <oasis:entry colname="col1">PFT stem</oasis:entry>  
         <oasis:entry colname="col2">0.30</oasis:entry>  
         <oasis:entry colname="col3">0.30</oasis:entry>  
         <oasis:entry colname="col4">0.95</oasis:entry>  
         <oasis:entry colname="col5">0.95</oasis:entry>  
         <oasis:entry colname="col6">0.30</oasis:entry>  
         <oasis:entry colname="col7">n/a</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">PFT leaves</oasis:entry>  
         <oasis:entry colname="col2">0.90</oasis:entry>  
         <oasis:entry colname="col3">0.90</oasis:entry>  
         <oasis:entry colname="col4">0.95</oasis:entry>  
         <oasis:entry colname="col5">0.95</oasis:entry>  
         <oasis:entry colname="col6">0.90</oasis:entry>  
         <oasis:entry colname="col7">n/a</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">PFT roots</oasis:entry>  
         <oasis:entry colname="col2">0.00</oasis:entry>  
         <oasis:entry colname="col3">0.00</oasis:entry>  
         <oasis:entry colname="col4">0.00</oasis:entry>  
         <oasis:entry colname="col5">0.00</oasis:entry>  
         <oasis:entry colname="col6">0.00</oasis:entry>  
         <oasis:entry colname="col7">n/a</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">Soil–litter</oasis:entry>  
         <oasis:entry colname="col2">0.12</oasis:entry>  
         <oasis:entry colname="col3">0.12</oasis:entry>  
         <oasis:entry colname="col4">0.05</oasis:entry>  
         <oasis:entry colname="col5">0.05</oasis:entry>  
         <oasis:entry colname="col6">0.10</oasis:entry>  
         <oasis:entry colname="col7">0.05<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mo>*</mml:mo></mml:msup></mml:math></inline-formula></oasis:entry>
       </oasis:row>
     </oasis:tbody>
   </oasis:tgroup><?xmltex \end{scaleboxenv}?></oasis:table><table-wrap-foot><p><inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mo>*</mml:mo></mml:msup></mml:math></inline-formula> The unvegetated fraction can be affected by
fire only when the prescribed burned area is greater than the
area covered by the five PFTs.</p></table-wrap-foot></table-wrap>

</sec>
<sec id="Ch1.S2.SS2">
  <title>Prescribed burned area</title>
      <p>We based the prescribed burned area on the January 2001 to December
2012 monthly data from version 4 of the Global Fire Emissions Database
(GFED4), which was derived from satellite observations
<xref ref-type="bibr" rid="bib1.bibx19" id="paren.28"/>. We then simplified the GFED4 data set in order to
retain its most essential features only. Each grid cell from the UVic
ESCM was labelled as a “fire cell” if it had been affected by fire
at least once over the 2001–2012 period according to GFED4
(Fig. <xref ref-type="fig" rid="Ch1.F1"/>). The main
simplification here was that the burned area fraction was set equal
across all the UVic ESCM fire cells, with the specific burned area
fraction value varying across fire simulations (see
Sect. <xref ref-type="sec" rid="Ch1.S2.SS3"/>). The use of this binary distribution of burned
area fractions (i.e., the same value for all fire cells and 0 for
all other cells) was necessary in order to reach the target fire
<inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> emissions while ensuring that the burned area fractions
were proportional for all fire cells across the different fire
simulations. Given that the actual burned area fractions are already
relatively close to 100<inline-formula><mml:math display="inline"><mml:mrow><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="normal">%</mml:mi></mml:mrow></mml:math></inline-formula> in various regions
<xref ref-type="bibr" rid="bib1.bibx19" id="paren.29"/>, upscaling the original GFED4 data would not have
resulted in the same relative changes for all fire cells. Fire
happened once per year in each of the UVic ESCM fire cells, during
the month of highest burned area according to the mean 2001–2012
value from GFED4 data (Fig. <xref ref-type="fig" rid="Ch1.F1"/>).</p><?xmltex \hack{\newpage}?>
</sec>
<sec id="Ch1.S2.SS3">
  <title>Simulation design</title>
      <p>We started with an equilibrium run of the climate system for the year
1750, using the prescribed forcings from <xref ref-type="bibr" rid="bib1.bibx16" id="text.30"/> for solar
radiation, atmospheric <inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> (fixed at 277 <inline-formula><mml:math display="inline"><mml:mi mathvariant="normal">ppmv</mml:mi></mml:math></inline-formula>),
non-<inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> greenhouse gases, land-cover changes, land ice, and
volcanic aerosols. Five groups of transient simulations then branched
off from this equilibrated climate, in addition to a control transient
simulation; in all cases, the forcings from year 1750 were maintained,
except that the climate and carbon cycle were free to respond to the
effects of the fire and fossil fuel experiments.</p>
      <p>First, we performed three simulations that each consisted of a single
year of fire activity, followed by a return towards the pre-fire
equilibrium conditions. The resulting fire pulses had sizes of 20,
100, and 200 <inline-formula><mml:math display="inline"><mml:mrow><mml:mi mathvariant="normal">Pg</mml:mi><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="normal">C</mml:mi></mml:mrow></mml:math></inline-formula>, based on their gross emissions (i.e., the
carbon released from combustion only). We obtained these fire
<inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> pulses by adjusting the single-year burned area fraction
across all fire cells and designate these simulations as Fire20P,
Fire100P, and Fire200P.</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F1"><caption><p>“Fire cells” used in the fire simulations. Numbers from 1 to 12 give the
month of the year when fire occurs, whereas  0 corresponds to grid
cells without fire.
</p></caption>
          <?xmltex \igopts{width=236.157874pt}?><graphic xlink:href="https://bg.copernicus.org/articles/13/2137/2016/bg-13-2137-2016-f01.pdf"/>

        </fig>

      <p>Second, we performed another set of fire experiments similar to the
previous ones, except that the same burned area fractions were
maintained year after year. We designate these stable fire regimes as
Fire20S, Fire100S, and Fire200S, corresponding to the previous fire
pulse experiments of 20, 100, and 200 <inline-formula><mml:math display="inline"><mml:mrow><mml:mi mathvariant="normal">Pg</mml:mi><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="normal">C</mml:mi></mml:mrow></mml:math></inline-formula>, respectively.</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F2" specific-use="star"><caption><p>Changes due to the 200 <inline-formula><mml:math display="inline"><mml:mrow><mml:mi mathvariant="normal">Pg</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="normal">C</mml:mi></mml:mrow></mml:math></inline-formula> fire pulse happening in year 0;
each data point gives the mean value over 50 <inline-formula><mml:math display="inline"><mml:mi mathvariant="normal">years</mml:mi></mml:math></inline-formula> (25 <inline-formula><mml:math display="inline"><mml:mi mathvariant="normal">years</mml:mi></mml:math></inline-formula>
before and 25 <inline-formula><mml:math display="inline"><mml:mi mathvariant="normal">years</mml:mi></mml:math></inline-formula> after). Results are for a forested grid cell in
North America (centred on 53.1<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N, 124.2<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> W; panels
<bold>a</bold>, <bold>c</bold>, and <bold>e</bold>) and a savanna grid cell in Africa
(centred on 13.5<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N, 12.6<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> E; panels <bold>b</bold>,
<bold>d</bold>, and <bold>f</bold>). <bold>(a, b)</bold> Fractional cover of the
different plant functional types. <bold>(c, d)</bold> Total biomass.
<bold>(e, f)</bold> Land surface albedo.
</p></caption>
          <?xmltex \igopts{width=341.433071pt}?><graphic xlink:href="https://bg.copernicus.org/articles/13/2137/2016/bg-13-2137-2016-f02.pdf"/>

        </fig>

      <p>Third, we injected fossil fuel <inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> pulses of 20, 100, and
200 <inline-formula><mml:math display="inline"><mml:mrow><mml:mi mathvariant="normal">Pg</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="normal">C</mml:mi></mml:mrow></mml:math></inline-formula> into the atmosphere over a single year. The purpose
of this set of three simulations was to compare the effects from
fossil fuel <inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> emissions vs. the same amount (and timing) of
gross fire emissions. We designate these simulations as FF20P-G,
FF100P-G, and FF200P-G.</p>
      <p>Fourth, we wanted to compare the effects from fossil fuel <inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula>
emissions vs. the same amount (and timing) of net fire emissions
following each fire pulse. Each year, we computed the net fire
emissions (land to atmosphere) as the annual change in total land
carbon for the control simulation minus the annual change in total
land carbon following the fire pulse (Fire20P, Fire100P, or
Fire200P). We then injected into the atmosphere yearly fossil fuel
<inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> emissions that were equal to these net fire emissions,
including when they were negative (implying atmospheric carbon
was sequestered back into geological reservoirs). We designate these
simulations as FF20P-N, FF100P-N, and FF200P-N.</p>
      <p>Fifth, we performed a set of three fossil fuel experiments in which
the yearly fossil fuel <inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> emissions were this time equal to
the net emissions from the Fire20S, Fire100S, and Fire200S stable fire
regimes. We designate this last set of simulations as FF20S-N,
FF100S-N, and FF200S-N.</p>
</sec>
</sec>
<sec id="Ch1.S3">
  <title>Results</title>
<sec id="Ch1.S3.SS1">
  <title>Assessment of the UVic ESCM fire module</title>
      <p>The burned area fractions (unitless) in the fire cells for the 20,
100, and 200 <inline-formula><mml:math display="inline"><mml:mrow><mml:mi mathvariant="normal">Pg</mml:mi><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="normal">C</mml:mi></mml:mrow></mml:math></inline-formula> pulses were approximately equal to 0.09,
0.45, and
0.88, respectively. Since the 200 <inline-formula><mml:math display="inline"><mml:mrow><mml:mi mathvariant="normal">Pg</mml:mi><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="normal">C</mml:mi></mml:mrow></mml:math></inline-formula> pulse led to the
burning of almost all the area within the fire cells, we used the
results of this simulation to assess the post-fire simulated responses
for changes in PFT cover, total biomass, and <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">α</mml:mi><mml:mi mathvariant="normal">L</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> in
different ecosystem types (Fig. <xref ref-type="fig" rid="Ch1.F2"/>). In northern forests,
the succession among the different PFTs (Fig. <xref ref-type="fig" rid="Ch1.F2"/>a) was
qualitatively similar to, but noticeably slower than,
observation-based trajectories <xref ref-type="bibr" rid="bib1.bibx42" id="paren.31"/>. Simulated
fire-caused changes also appeared reasonable when compared with field
observations for biomass (Fig. <xref ref-type="fig" rid="Ch1.F2"/>c) <xref ref-type="bibr" rid="bib1.bibx20" id="paren.32"/>
and <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">α</mml:mi><mml:mi mathvariant="normal">L</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> (Fig. <xref ref-type="fig" rid="Ch1.F2"/>e) <xref ref-type="bibr" rid="bib1.bibx1" id="paren.33"/>.
As expected <xref ref-type="bibr" rid="bib1.bibx50 bib1.bibx52" id="paren.34"/>, the return to
pre-fire conditions was much faster in savannas (Fig. <xref ref-type="fig" rid="Ch1.F2"/>b,
d, and f). Note that the very small increase in total biomass soon
after the fire pulse (Fig. <xref ref-type="fig" rid="Ch1.F2"/>d) and the associated
marginal decrease in <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">α</mml:mi><mml:mi mathvariant="normal">L</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> (Fig. <xref ref-type="fig" rid="Ch1.F2"/>f; not
visible) likely came from the <inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> fertilization effect caused
by the long-lasting atmospheric <inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> anomaly (see
Sect. <xref ref-type="sec" rid="Ch1.S3.SS2"/>).</p>
      <p>Additional simulations performed by <xref ref-type="bibr" rid="bib1.bibx28" id="text.35"/> further
established the realism of results from the UVic ESCM fire
module. First, they obtained gross fire <inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> emissions of
2.2 <inline-formula><mml:math display="inline"><mml:mrow><mml:mi mathvariant="normal">Pg</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="normal">C</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:msup><mml:mi mathvariant="normal">yr</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula> for the current fire regime,
comparable to previous studies <xref ref-type="bibr" rid="bib1.bibx26 bib1.bibx35 bib1.bibx48 bib1.bibx51 bib1.bibx39 bib1.bibx30" id="paren.36"/>. The
splitting of these gross emissions between vegetation
(0.7 <inline-formula><mml:math display="inline"><mml:mrow><mml:mi mathvariant="normal">Pg</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="normal">C</mml:mi><mml:mspace width="0.125em" linebreak="nobreak"/><mml:msup><mml:mi mathvariant="normal">yr</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula>) and soil–litter
(1.5 <inline-formula><mml:math display="inline"><mml:mrow><mml:mi mathvariant="normal">Pg</mml:mi><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="normal">C</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:msup><mml:mi mathvariant="normal">yr</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula>) also agreed with GFED-based
estimates <xref ref-type="bibr" rid="bib1.bibx51" id="paren.37"/>. Second, the differences in
<inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">α</mml:mi><mml:mi mathvariant="normal">L</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> between the present-day fire regime and a no-fire
world simulated by <xref ref-type="bibr" rid="bib1.bibx28" id="text.38"/> led to a global radiative
forcing of <inline-formula><mml:math display="inline"><mml:mrow><mml:mo>-</mml:mo><mml:mn>0.11</mml:mn></mml:mrow></mml:math></inline-formula> <inline-formula><mml:math display="inline"><mml:mrow><mml:mi mathvariant="normal">W</mml:mi><mml:mspace width="0.125em" linebreak="nobreak"/><mml:msup><mml:mi mathvariant="normal">m</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">2</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula> without the effect of surface
blackening and <inline-formula><mml:math display="inline"><mml:mrow><mml:mo>-</mml:mo><mml:mn>0.07</mml:mn></mml:mrow></mml:math></inline-formula> <inline-formula><mml:math display="inline"><mml:mrow><mml:mi mathvariant="normal">W</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:msup><mml:mi mathvariant="normal">m</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">2</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula> with surface blackening, in
agreement with observation-based estimates <xref ref-type="bibr" rid="bib1.bibx52" id="paren.39"/> (note
that we did not include surface blackening in the current study).</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F3"><caption><p>Changes in global carbon stocks resulting from the pulse experiments,
expressed as fractions of each pulse magnitude. <bold>(a)</bold> Fossil fuel
pulses, which were set equal to gross fire emissions. <bold>(b)</bold> Fire
pulses. The fractions were sometimes greater than 1.0 for the atmosphere
and land, because pulses were defined based on direct combustion only.
<bold>(c)</bold> Results for atmospheric carbon only (i.e., airborne fraction);
for fossil fuel, only FF100P-G is illustrated as the results were almost
equal for the FF20P-G and FF200P-G cases (see panel <bold>a</bold>).
</p></caption>
          <?xmltex \igopts{width=236.157874pt}?><graphic xlink:href="https://bg.copernicus.org/articles/13/2137/2016/bg-13-2137-2016-f03.pdf"/>

        </fig>

      <?xmltex \floatpos{t}?><fig id="Ch1.F4"><caption><p>Changes in <bold>(a)</bold> global mean atmospheric surface temperature and
<bold>(b)</bold> global mean land surface albedo from the pulse experiments.
The fossil fuel emissions were set equal to gross fire emissions.
</p></caption>
          <?xmltex \igopts{width=236.157874pt}?><graphic xlink:href="https://bg.copernicus.org/articles/13/2137/2016/bg-13-2137-2016-f04.pdf"/>

        </fig>

      <?xmltex \floatpos{t}?><fig id="Ch1.F5" specific-use="star"><caption><p>Effect of fossil fuel emissions set equal to net fire emissions.
<bold>(a)</bold> Changes in global carbon stocks, expressed as fractions of
each fire pulse magnitude. <bold>(b)</bold> Comparison with fire for the total
atmospheric carbon, expressed as a fraction of each fire pulse magnitude.
<bold>(c)</bold> Comparison with fire for the global mean atmospheric surface
temperature. <bold>(d)</bold> Comparison with fire for the global mean land
surface albedo.
</p></caption>
          <?xmltex \igopts{width=341.433071pt}?><graphic xlink:href="https://bg.copernicus.org/articles/13/2137/2016/bg-13-2137-2016-f05.pdf"/>

        </fig>

      <?xmltex \floatpos{t}?><fig id="Ch1.F6"><caption><p>Yearly (both gross and net; left axis) and cumulative (right axis;
1 Eg C <inline-formula><mml:math display="inline"><mml:mo>=</mml:mo></mml:math></inline-formula> 1000 <inline-formula><mml:math display="inline"><mml:mrow><mml:mi mathvariant="normal">Pg</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="normal">C</mml:mi></mml:mrow></mml:math></inline-formula>) carbon emissions for the stable fire
regimes. The onset of fire activity happened in year 0, after which fire
frequency remained constant. <bold>(a)</bold> Fire20S. <bold>(b)</bold>
Fire100S. <bold>(c)</bold> Fire200S.
</p></caption>
          <?xmltex \igopts{width=236.157874pt}?><graphic xlink:href="https://bg.copernicus.org/articles/13/2137/2016/bg-13-2137-2016-f06.pdf"/>

        </fig>

<?xmltex \hack{\newpage}?>
</sec>
<sec id="Ch1.S3.SS2">
  <title>Single fire pulse</title>
      <p>The atmosphere, ocean, and land carbon pools responded as previously
reported <xref ref-type="bibr" rid="bib1.bibx3 bib1.bibx15 bib1.bibx16 bib1.bibx25" id="paren.40"/> to the
fossil fuel <inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> pulses (Fig. <xref ref-type="fig" rid="Ch1.F3"/>a). Part of the
<inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> injected into the atmosphere progressively became absorbed
by the land and ocean, so that 1000 <inline-formula><mml:math display="inline"><mml:mi mathvariant="normal">years</mml:mi></mml:math></inline-formula> after the pulses,
60<inline-formula><mml:math display="inline"><mml:mrow><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="normal">%</mml:mi></mml:mrow></mml:math></inline-formula> of the additional <inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> was taken up by the ocean
and the remaining 40<inline-formula><mml:math display="inline"><mml:mrow><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="normal">%</mml:mi></mml:mrow></mml:math></inline-formula> was divided almost equally between the
land and atmosphere. The limited absolute difference among the pulse
magnitudes studied here (i.e., 180 <inline-formula><mml:math display="inline"><mml:mrow><mml:mi mathvariant="normal">Pg</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="normal">C</mml:mi></mml:mrow></mml:math></inline-formula>) explains why the
responses were almost identical in the three cases, contrary to what
has been found for a larger range of pulse magnitudes
<xref ref-type="bibr" rid="bib1.bibx3 bib1.bibx15 bib1.bibx25" id="paren.41"/>.</p>
      <p>The results for fire (Fig. <xref ref-type="fig" rid="Ch1.F3"/>b) differed substantially
from the fossil fuel pulse results. This time the <inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> injected
into the atmosphere came from the land, resulting in decreased land
carbon rather than increased land carbon as in the case of fossil
fuel. Instead of leading to long-lasting changes, the fire pulses were
followed by a gradual return towards the initial equilibrium
conditions. Moreover, the responses varied noticeably among the three
fire pulses. Finally, fractional changes greater than 1.0 were
observed for the atmosphere and land shortly after the pulses because,
due to the decomposition of the uncombusted vegetation killed by fire,
the net emissions were higher than the gross emissions upon which the
magnitude of the pulses were defined. Figure <xref ref-type="fig" rid="Ch1.F3"/>c
compares the airborne fraction of the <inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> pulses from fossil
fuel vs. fire. All results were similar during <inline-formula><mml:math display="inline"><mml:mrow><mml:mo>∼</mml:mo><mml:mn>25</mml:mn></mml:mrow></mml:math></inline-formula> <inline-formula><mml:math display="inline"><mml:mi mathvariant="normal">years</mml:mi></mml:math></inline-formula>
following the pulses and for up to <inline-formula><mml:math display="inline"><mml:mrow><mml:mo>∼</mml:mo><mml:mn>50</mml:mn></mml:mrow></mml:math></inline-formula> <inline-formula><mml:math display="inline"><mml:mi mathvariant="normal">years</mml:mi></mml:math></inline-formula> for
Fire100P and the different fossil fuel pulses. However, the airborne
fraction became systematically higher for fossil fuel than for fire
after about a century.</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F7"><caption><p>Changes in global carbon stocks resulting from the stable regime
experiments. The changes are expressed as fractions of net cumulative
emissions until the specific year considered. <bold>(a)</bold> Fossil fuel
emissions, which were set equal to net yearly fire emissions. <bold>(b)</bold>
Stable fire regimes; the onset of fire activity happened in year 0, after
which fire frequency remained constant.
</p></caption>
          <?xmltex \igopts{width=236.157874pt}?><graphic xlink:href="https://bg.copernicus.org/articles/13/2137/2016/bg-13-2137-2016-f07.pdf"/>

        </fig>

      <p>These differences then affected the global mean atmospheric surface
temperature (<inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>T</mml:mi><mml:mi mathvariant="normal">s</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula>, in K), as shown in
Fig. <xref ref-type="fig" rid="Ch1.F4"/>a. Fossil fuel <inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> emission pulses
caused relatively stable increases in <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>T</mml:mi><mml:mi mathvariant="normal">s</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> over millennial
timescales <xref ref-type="bibr" rid="bib1.bibx32 bib1.bibx15" id="paren.42"/>. In
the case of fire pulses, the return of atmospheric <inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> towards
pre-fire levels (Fig. <xref ref-type="fig" rid="Ch1.F3"/>b) resulted in smaller warming
of much shorter duration. Atmospheric <inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> even decreased below
the control level <inline-formula><mml:math display="inline"><mml:mrow><mml:mo>∼</mml:mo><mml:mn>400</mml:mn></mml:mrow></mml:math></inline-formula>–500 <inline-formula><mml:math display="inline"><mml:mi mathvariant="normal">years</mml:mi></mml:math></inline-formula> after the pulses,
which contributed to the observed long-term net cooling effect
particularly visible for Fire200P. This slight decrease in atmospheric
<inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> came from the long time needed before the ocean returned
to the atmosphere all the carbon absorbed following the fire pulses.</p>
      <p>Albedo was also involved in the diverging effects of the two processes
on <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>T</mml:mi><mml:mi mathvariant="normal">s</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> (Fig. <xref ref-type="fig" rid="Ch1.F4"/>b). Fossil-fuel-induced <inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> fertilization slightly decreased
<inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">α</mml:mi><mml:mi mathvariant="normal">L</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> <xref ref-type="bibr" rid="bib1.bibx31" id="paren.43"/> over the whole
simulation period, whereas fire noticeably increased
<inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">α</mml:mi><mml:mi mathvariant="normal">L</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> for decades to centuries. Note that contrary to
the situation illustrated in Fig. <xref ref-type="fig" rid="Ch1.F2"/>a, in some northern
grid cells tree cover had not fully recovered yet to pre-fire levels
1000 <inline-formula><mml:math display="inline"><mml:mi mathvariant="normal">years</mml:mi></mml:math></inline-formula> after the 200 <inline-formula><mml:math display="inline"><mml:mrow><mml:mi mathvariant="normal">Pg</mml:mi><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="normal">C</mml:mi></mml:mrow></mml:math></inline-formula> fire pulse. This lasting
increase in <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">α</mml:mi><mml:mi mathvariant="normal">L</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> contributed to the net cooling
following the fire pulses.</p>
      <p>All previous outcomes illustrate that the effects on the global carbon
cycle and temperature from fire vs. fossil fuel combustion differ for
identical pulse magnitude defined in terms of gross (i.e., combustion
only) fire emissions. Now, what if fossil fuel emissions were instead
set equal to the net land-to-atmosphere emissions from fire year after
year over the entire simulation, a situation where we expect fossil
fuel combustion to better mimic the effects from fire? In this case,
the impacts on land carbon remained opposite because emissions came
from the land for fire but not for fossil fuel; for the atmosphere,
however, the <inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> anomalies were more similar
(Fig. <xref ref-type="fig" rid="Ch1.F5"/>a vs. Fig. <xref ref-type="fig" rid="Ch1.F3"/>b), though not
identical, as can be seen in Fig. <xref ref-type="fig" rid="Ch1.F5"/>b. During the
first <inline-formula><mml:math display="inline"><mml:mrow><mml:mo>∼</mml:mo><mml:mn>250</mml:mn></mml:mrow></mml:math></inline-formula> <inline-formula><mml:math display="inline"><mml:mi mathvariant="normal">years</mml:mi></mml:math></inline-formula>, these anomalies were systematically
lower for
fossil fuel because the vegetation absorbed a portion of the emitted
<inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula>, whereas for fire the net emissions already accounted, by
definition, for vegetation regrowth, global <inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> fertilization,
and all climate–carbon feedbacks. As a result, the ocean absorbed
more carbon for fire than for fossil fuel emissions
(Fig. <xref ref-type="fig" rid="Ch1.F5"/>a vs. Fig. <xref ref-type="fig" rid="Ch1.F3"/>b).</p>
      <p>Based on atmospheric <inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> alone, one would thus expect
<inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>T</mml:mi><mml:mi mathvariant="normal">s</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> to be higher for fire than for fossil fuels, yet the
opposite was in fact observed (Fig. <xref ref-type="fig" rid="Ch1.F5"/>c) due to the
opposite impacts on <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">α</mml:mi><mml:mi mathvariant="normal">L</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula>
(Fig. <xref ref-type="fig" rid="Ch1.F5"/>d). Note that in the long term, these <inline-formula><mml:math display="inline"><mml:mrow><mml:mi mathvariant="normal">Δ</mml:mi><mml:msub><mml:mi>T</mml:mi><mml:mi mathvariant="normal">s</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> were however much smaller than when fossil fuel
emissions were equal to gross fire emissions
(Fig. <xref ref-type="fig" rid="Ch1.F4"/>a). The fact that atmospheric <inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula>
anomalies became slightly lower for fire than for fossil fuel after
about 250 <inline-formula><mml:math display="inline"><mml:mi mathvariant="normal">years</mml:mi></mml:math></inline-formula> (Fig. <xref ref-type="fig" rid="Ch1.F5"/>b; not visible) can be
explained by long-lasting impacts on ocean carbon cycling: compared
with fossil fuel, the ocean absorbed substantially more carbon in the
initial decades after the fire pulses and then took more time to
outgas this carbon when the atmosphere–ocean fluxes shifted sign
during the return towards the initial equilibrium conditions.</p>
</sec>
<sec id="Ch1.S3.SS3">
  <title>Stable fire regime</title>
      <p>The previous results were based on single pulses of fire activity; we
now turn to stable fire regimes for which the burned area fraction was
maintained year after year, instead of being applied only once as in
the pulse experiments. Figure <xref ref-type="fig" rid="Ch1.F6"/> shows that the
resulting gross and net emissions had qualitatively similar behaviours
for the three stable regimes. Both the gross and net yearly emissions
decreased quickly after an initial spike. The yearly net emissions
progressively stabilized close to 0, although their mean value was
still positive towards the end of the simulations as indicated by the
slight positive slope of the cumulative net emissions. The yearly
gross emissions, however, stabilized around much higher
values because vegetation and soil–litter kept being combusted each
year. Contrary to net emissions, the cumulative gross emissions thus
increased almost linearly <inline-formula><mml:math display="inline"><mml:mrow><mml:mo>∼</mml:mo><mml:mn>50</mml:mn></mml:mrow></mml:math></inline-formula> <inline-formula><mml:math display="inline"><mml:mi mathvariant="normal">years</mml:mi></mml:math></inline-formula> after the onset of
fire activity and onwards (results not shown).</p>
      <p>Gross emissions thus appear highly inadequate to assess the cumulative
impacts of fire regime shifts. Indeed, yearly gross emissions towards
the end of the simulations were higher for Fire100S than for Fire200S,
even though the outcome was obviously the opposite for the cumulative
net emissions (Table <xref ref-type="table" rid="Ch1.T2"/>). The lower land carbon
density caused by more frequent fires has previously been reported to
result in a “saturation effect” of gross emissions
<xref ref-type="bibr" rid="bib1.bibx28" id="paren.44"/>; here, this effect was so large that gross
emissions ended up being lower for Fire200S than for Fire100S about
50 <inline-formula><mml:math display="inline"><mml:mi mathvariant="normal">years</mml:mi></mml:math></inline-formula> after the onset of fire activity. A similar
saturation effect clearly affected the cumulative net emissions, which
were only twice as large for Fire200S compared to Fire20S, whereas the
equilibrium yearly burned area was 12 times larger for Fire200S
vs. Fire20S (Table <xref ref-type="table" rid="Ch1.T2"/>). This slightly supra-linear
scaling in burned area (e.g., 12 times instead of 10 times larger for
Fire200S vs. Fire20S) among stable fire regimes was caused by
fire-induced changes in vegetation composition. The input prescribed
burned area in each fire cell (see Sect. <xref ref-type="sec" rid="Ch1.S2.SS2"/>) actually
corresponds to a gross value that is reduced to account for the
PFT-specific unburned islands occurring within burn perimeters
<xref ref-type="bibr" rid="bib1.bibx26 bib1.bibx51" id="paren.45"/>. More frequent fires led to
increases in grass cover at the expense of trees and shrubs, thereby
increasing the net burned area.</p>

<?xmltex \floatpos{t}?><table-wrap id="Ch1.T2"><caption><p>Burned area and emissions<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mo>*</mml:mo></mml:msup></mml:math></inline-formula> for the three stable fire regimes.</p></caption><oasis:table frame="topbot"><oasis:tgroup cols="4">
     <oasis:colspec colnum="1" colname="col1" align="left"/>
     <oasis:colspec colnum="2" colname="col2" align="right"/>
     <oasis:colspec colnum="3" colname="col3" align="right"/>
     <oasis:colspec colnum="4" colname="col4" align="right"/>
     <oasis:thead>
       <oasis:row>  
         <oasis:entry colname="col1">Regime</oasis:entry>  
         <oasis:entry colname="col2">Burned area</oasis:entry>  
         <oasis:entry colname="col3">Gross emissions</oasis:entry>  
         <oasis:entry colname="col4">Cumulative net</oasis:entry>
       </oasis:row>
       <oasis:row rowsep="1">  
         <oasis:entry colname="col1"/>  
         <oasis:entry colname="col2">(<inline-formula><mml:math display="inline"><mml:mrow><mml:mi mathvariant="normal">Gha</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:msup><mml:mi mathvariant="normal">yr</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula>)</oasis:entry>  
         <oasis:entry colname="col3">(<inline-formula><mml:math display="inline"><mml:mrow><mml:mi mathvariant="normal">Pg</mml:mi><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="normal">C</mml:mi><mml:mspace width="0.125em" linebreak="nobreak"/><mml:msup><mml:mi mathvariant="normal">yr</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula>)</oasis:entry>  
         <oasis:entry colname="col4">emissions (<inline-formula><mml:math display="inline"><mml:mrow><mml:mi mathvariant="normal">Pg</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="normal">C</mml:mi></mml:mrow></mml:math></inline-formula>)</oasis:entry>
       </oasis:row>
     </oasis:thead>
     <oasis:tbody>
       <oasis:row>  
         <oasis:entry colname="col1">Fire20S</oasis:entry>  
         <oasis:entry colname="col2">0.9</oasis:entry>  
         <oasis:entry colname="col3">7.3</oasis:entry>  
         <oasis:entry colname="col4">629</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">Fire100S</oasis:entry>  
         <oasis:entry colname="col2">5.4</oasis:entry>  
         <oasis:entry colname="col3">21.1</oasis:entry>  
         <oasis:entry colname="col4">966</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">Fire200S</oasis:entry>  
         <oasis:entry colname="col2">10.8</oasis:entry>  
         <oasis:entry colname="col3">18.9</oasis:entry>  
         <oasis:entry colname="col4">1338</oasis:entry>
       </oasis:row>
     </oasis:tbody>
   </oasis:tgroup></oasis:table><table-wrap-foot><p><inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mo>*</mml:mo></mml:msup></mml:math></inline-formula> Yearly results are the mean values over the last
60 <inline-formula><mml:math display="inline"><mml:mi mathvariant="normal">years</mml:mi></mml:math></inline-formula> of simulation, whereas the cumulative net emissions are for
the entire simulation. The onset of fire activity happened in year 0,
after which fire frequency remained constant.</p></table-wrap-foot></table-wrap>

      <?xmltex \floatpos{t}?><fig id="Ch1.F8"><caption><p>Changes in <bold>(a)</bold> atmospheric fraction of net cumulative emissions,
<bold>(b)</bold> global mean atmospheric surface temperature, and <bold>(c)</bold>
global mean land surface albedo from the stable regime experiments. The
fossil fuel emissions were set equal to net yearly fire emissions.
</p></caption>
          <?xmltex \igopts{width=236.157874pt}?><graphic xlink:href="https://bg.copernicus.org/articles/13/2137/2016/bg-13-2137-2016-f08.pdf"/>

        </fig>

      <p>Even for fossil fuel emissions that were equal to the net emissions
from stable fire regimes, the effects from the two processes differed
once again. Figure <xref ref-type="fig" rid="Ch1.F7"/>a shows the distribution of
net cumulative emissions (i.e., from year 0 until the specific year
considered) from fossil fuel among the active carbon pools. This
splitting was similar to the one following a single fossil fuel pulse
(Fig. <xref ref-type="fig" rid="Ch1.F3"/>a), except that the maximum land uptake was
proportionally lower and the ocean took a little longer to become the
main carbon sink. For fire (Fig. <xref ref-type="fig" rid="Ch1.F7"/>b), land carbon
rather decreased (with a fractional change equal to <inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>1.0 as the net
emissions were, by definition, equal to the total change in land
carbon) and the uptake of carbon by the ocean had to be substantially
higher than for fossil fuel.</p>
      <p>The airborne fraction of the net emissions from stable fire regimes
was initially higher than for the same amount of emissions from fossil
fuel, but the anomalies in atmospheric <inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> progressively
became more similar (Fig. <xref ref-type="fig" rid="Ch1.F8"/>a). This should have
caused <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>T</mml:mi><mml:mi mathvariant="normal">s</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> to be higher for fire than for fossil fuel,
yet once again the opposite was observed
(Fig. <xref ref-type="fig" rid="Ch1.F8"/>b). Cumulative fossil fuel <inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula>
emissions led to <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>T</mml:mi><mml:mi mathvariant="normal">s</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> increases that were relatively
stable over thousands of years <xref ref-type="bibr" rid="bib1.bibx32 bib1.bibx15" id="paren.46"/>. For
fire, in contrast, the initial increase in <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>T</mml:mi><mml:mi mathvariant="normal">s</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula>
after the onset of fire activity was followed <inline-formula><mml:math display="inline"><mml:mrow><mml:mo>∼</mml:mo><mml:mn>50</mml:mn></mml:mrow></mml:math></inline-formula>–100 <inline-formula><mml:math display="inline"><mml:mi mathvariant="normal">years</mml:mi></mml:math></inline-formula> later by a gradual decrease in
<inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>T</mml:mi><mml:mi mathvariant="normal">s</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula>. As was the case for the pulse simulations (see
Sect. <xref ref-type="sec" rid="Ch1.S3.SS2"/>), this different effect on <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>T</mml:mi><mml:mi mathvariant="normal">s</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula>
came from opposite changes in land albedo,
which substantially increased for fire due to changes in vegetation
cover but slightly decreased for fossil fuel due to <inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula>
fertilization (Fig. <xref ref-type="fig" rid="Ch1.F8"/>c).</p><?xmltex \hack{\newpage}?>
</sec>
</sec>
<sec id="Ch1.S4">
  <title>Discussion</title>
<sec id="Ch1.S4.SS1">
  <title>Fundamental differences between non-deforestation fire and fossil fuel combustion</title>
      <p>In this study, we have shown a consistent pattern of fundamental
differences between the effects on the carbon cycle and climate per
unit of <inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> emitted by non-deforestation fire vs. fossil fuel
combustion. These
discrepancies ultimately came from the net addition of <inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula>
to the three active carbon pools by fossil fuel combustion (contrary
to fire), as well as the differences in the average lifetime of the
atmospheric <inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> increase and in the non-<inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula>
climatic impacts. First, the sources of <inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> emissions are
qualitatively distinct: fire simply reshuffles carbon among the active
pools, whereas fossil fuel combustion entails a net carbon transfer
from the geological to the active pools over millennial timescales
<xref ref-type="bibr" rid="bib1.bibx3 bib1.bibx15" id="paren.47"/>. Second, the terrestrial pools
(vegetation plus soil–litter) cannot respond in the same way to the
atmospheric <inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> anomalies created by fire vs. fossil fuel
emissions. The only direct effect (i.e., excluding climate change) of
fossil fuel emissions on land carbon storage occurs through the
<inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> fertilization effect. Fire, however, gives rise
to a much more dynamic land carbon response. Fire activity not only
leads to <inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> emissions through the combustion of land carbon
and the further decomposition of killed but uncombusted vegetation,
but it also decreases the amount of vegetation that can instantaneously
be fertilized by the fire-induced increase in atmospheric
<inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula>. Subsequently, however, vegetation regrowth and the
associated soil–litter build-up in the burned patches act as strong
carbon sinks. Third, these contrasting effects on terrestrial
vegetation mean opposite changes in land albedo: fire-induced decrease
in vegetation cover increases <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">α</mml:mi><mml:mi mathvariant="normal">L</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula>, whereas fossil-fuel-induced <inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> fertilization decreases <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">α</mml:mi><mml:mi mathvariant="normal">L</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula>
through dynamic vegetation changes like increased shrub and tree cover
in tundra <xref ref-type="bibr" rid="bib1.bibx31" id="paren.48"/> and generally higher leaf and stem
area index for the vegetation already in place <xref ref-type="bibr" rid="bib1.bibx6" id="paren.49"/>. This
divergence in <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">α</mml:mi><mml:mi mathvariant="normal">L</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> responses implies unequal
<inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>T</mml:mi><mml:mi mathvariant="normal">s</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> changes, which then feed back to affect the carbon
cycle itself. Therefore, the effects on carbon cycling and temperature
are incongruent even when fossil fuel emissions are equal to the net
emissions from fire.</p>
      <p>Other variables than carbon pools and <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">α</mml:mi><mml:mi mathvariant="normal">L</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> were
affected by these different changes in <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>T</mml:mi><mml:mi mathvariant="normal">s</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> and amplified
them. Sea ice area, for example, often diverged noticeably between
corresponding fossil fuel and fire simulations. For FF100P-G and
FF200P-G, there was a small (<inline-formula><mml:math display="inline"><mml:mrow><mml:mo>∼</mml:mo><mml:mn mathvariant="normal">2</mml:mn></mml:mrow></mml:math></inline-formula> and <inline-formula><mml:math display="inline"><mml:mrow><mml:mo>∼</mml:mo><mml:mn mathvariant="normal">4</mml:mn></mml:mrow></mml:math></inline-formula><inline-formula><mml:math display="inline"><mml:mrow><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="normal">%</mml:mi></mml:mrow></mml:math></inline-formula>, respectively) but permanent decrease in global sea ice
area that did not occur in the corresponding fire simulations. For
FF100P-N and FF200P-N, sea ice area also decreased a little for a few
centuries at least before gradually returning toward initial
levels. (For FF20P-G and FF20P-N, the changes in global sea ice area
were indistinguishable from internal variability.) For fire pulses, however, the substantial <inline-formula><mml:math display="inline"><mml:mrow><mml:mi mathvariant="normal">Δ</mml:mi><mml:msub><mml:mi mathvariant="italic">α</mml:mi><mml:mi mathvariant="normal">L</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula>-based
cooling over the Northern Hemisphere due to extensive land masses
slightly increased Arctic sea ice area; note that <inline-formula><mml:math display="inline"><mml:mrow><mml:mi mathvariant="normal">Δ</mml:mi><mml:msub><mml:mi mathvariant="italic">α</mml:mi><mml:mi mathvariant="normal">L</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> had a much smaller absolute influence on
Antarctic sea ice, for which the changes were highly variable
spatially. Such transfer of <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">α</mml:mi><mml:mi mathvariant="normal">L</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula>-induced cooling to
the surrounding ocean has also been observed following deforestation
simulations, along with an additional decrease in atmospheric
temperature over most latitudes resulting from the lower ocean
temperature <xref ref-type="bibr" rid="bib1.bibx14" id="paren.50"/>. In our simulations of stable fire
regimes and the corresponding fossil fuel experiments, changes in sea
ice area were much larger due to higher net <inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> emissions. For
fossil fuel, sea ice area was permanently reduced in all
simulations. For fire, the <inline-formula><mml:math display="inline"><mml:mrow><mml:mi mathvariant="normal">Δ</mml:mi><mml:msub><mml:mi mathvariant="italic">α</mml:mi><mml:mi mathvariant="normal">L</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula>-based cooling
was not strong enough this time to prevent major losses of both Arctic
and Antarctic sea ice, because the atmospheric <inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> anomalies
were larger and longer-lasting than following a single fire
pulse. However, the increase in <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">α</mml:mi><mml:mi mathvariant="normal">L</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> helped
maintaining lower temperatures for the stable fire regimes than for
the corresponding fossil fuel simulations, and global sea ice area
progressively recovered to the control level, albeit with spatial
differences between the Arctic and Antarctic that matched the
hemispherical changes in atmospheric temperature.</p>
</sec>
<sec id="Ch1.S4.SS2">
  <title>Study limitations</title>
      <p>The outcomes of our study should be interpreted with five caveats in
mind. First, we developed idealized fire regimes in order to obtain
substantial fire impacts while facilitating the comparison of results
across the different magnitudes of pulses or stable regimes. Our fire
regimes were therefore more severe than the current situation on
Earth, as seen with our equilibrium results of <inline-formula><mml:math display="inline"><mml:mrow><mml:mo>≥</mml:mo><mml:mn>0.9</mml:mn></mml:mrow></mml:math></inline-formula> <inline-formula><mml:math display="inline"><mml:mrow><mml:mi mathvariant="normal">Gha</mml:mi><mml:mspace width="0.125em" linebreak="nobreak"/><mml:msup><mml:mi mathvariant="normal">yr</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula> for burned area and <inline-formula><mml:math display="inline"><mml:mrow><mml:mo>≥</mml:mo><mml:mn>7.3</mml:mn></mml:mrow></mml:math></inline-formula> <inline-formula><mml:math display="inline"><mml:mrow><mml:mi mathvariant="normal">Pg</mml:mi><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="normal">C</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:msup><mml:mi mathvariant="normal">yr</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula> for gross emissions under stable
regimes (Table <xref ref-type="table" rid="Ch1.T2"/>) vs. current values of
0.3–0.5 <inline-formula><mml:math display="inline"><mml:mrow><mml:mi mathvariant="normal">Gha</mml:mi><mml:mspace width="0.125em" linebreak="nobreak"/><mml:msup><mml:mi mathvariant="normal">yr</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula> <xref ref-type="bibr" rid="bib1.bibx35 bib1.bibx39 bib1.bibx19" id="paren.51"/> and 1.5–3 <inline-formula><mml:math display="inline"><mml:mrow><mml:mi mathvariant="normal">Pg</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="normal">C</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:msup><mml:mi mathvariant="normal">yr</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula> <xref ref-type="bibr" rid="bib1.bibx35 bib1.bibx51 bib1.bibx39" id="paren.52"/>, respectively. Moreover, our
“equal” spatial fire patterns (i.e., same burned area fraction in
each fire cell) gave much more weight to fires in extra-tropical
regions compared with the current fire distribution
<xref ref-type="bibr" rid="bib1.bibx19" id="paren.53"/>. Despite the differences in vegetation regrowth
and fire-caused changes in albedo among regions, the impacts on
atmospheric <inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> and <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>T</mml:mi><mml:mi mathvariant="normal">s</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> did not seem overly
sensitive to changes in the distribution of burned area fraction among
fire cells following a single fire pulse (Fig. <xref ref-type="fig" rid="Ch1.F9"/>).</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F9"><caption><p>Differences between two distinct spatial patterns of fire
pulses both resulting in gross emissions of 100 <inline-formula><mml:math display="inline"><mml:mrow><mml:mi mathvariant="normal">Pg</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="normal">C</mml:mi></mml:mrow></mml:math></inline-formula>. For the
“equal” pattern, the burned area fraction was the same in each fire
cell. For the “unequal” pattern, the burned area fraction was two
times higher between 27<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> S and 27<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N than for
other latitudes. <bold>(a)</bold> Airborne fraction of the fire pulse.
<bold>(b)</bold> Change in global mean atmospheric surface temperature.
</p></caption>
          <?xmltex \igopts{width=236.157874pt}?><graphic xlink:href="https://bg.copernicus.org/articles/13/2137/2016/bg-13-2137-2016-f09.pdf"/>

        </fig>

      <p>Second, we neglected all non-<inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> emissions from fire and
fossil fuel. Accounting for the short-term post-fire surface
blackening caused by char would reduce the albedo cooling effect. In contrast, explicitly
tracking all the patches created by individual fire events, instead of
representing their average grid-level effect as we did here, would
increase the simulated albedo cooling effect over boreal forests at
least <xref ref-type="bibr" rid="bib1.bibx29" id="paren.54"/>, although the impact would likely be
minor for the Fire200P and Fire200S simulations in which the burned
area fraction was close to 90<inline-formula><mml:math display="inline"><mml:mrow><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="normal">%</mml:mi></mml:mrow></mml:math></inline-formula> in each fire
cell. Furthermore, the fire-caused emissions of aerosols and
non-<inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> greenhouse gases into the atmosphere would have a much
stronger impact on <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>T</mml:mi><mml:mi mathvariant="normal">s</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> than changes in surface albedo;
however, the magnitude and even the sign of the climatic effect from
these non-<inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> atmospheric emissions remain highly uncertain
<xref ref-type="bibr" rid="bib1.bibx22 bib1.bibx23 bib1.bibx24 bib1.bibx49 bib1.bibx52 bib1.bibx28" id="paren.55"/>. Future studies on the differences in
the carbon cycling and temperature impacts between fire and fossil
fuel would nevertheless benefit from considering the effects of
non-<inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> emissions.</p>
      <p>Third, the UVic ESCM does not currently simulate the non-trivial
exchanges of carbon between land and ocean <xref ref-type="bibr" rid="bib1.bibx41" id="paren.56"/> or
between inland waters and the atmosphere <xref ref-type="bibr" rid="bib1.bibx40" id="paren.57"/>, which
are also impacted by fire. For example, the land-to-ocean flux of all
particulate and dissolved pyrogenic carbon could be as high as <inline-formula><mml:math display="inline"><mml:mrow><mml:mo>∼</mml:mo><mml:mn>50</mml:mn></mml:mrow></mml:math></inline-formula>–100 <inline-formula><mml:math display="inline"><mml:mrow><mml:mi mathvariant="normal">Tg</mml:mi><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="normal">C</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:msup><mml:mi mathvariant="normal">yr</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula> <xref ref-type="bibr" rid="bib1.bibx7" id="paren.58"/>. More research is
therefore needed to accurately represent the highly variable and
poorly quantified fate of such exchanges of pyrogenic carbon;
meanwhile, their influence on our results is speculative but is
unlikely to challenge the main outcomes we obtained.</p>
      <p>Fourth, the quantitative results we obtained were dependent upon the
specific features of the UVic ESCM. For example, the simulated
post-fire vegetation regrowth appeared too slow in northern grid cells
(Fig. <xref ref-type="fig" rid="Ch1.F2"/>a), thereby overestimating the duration of both
the <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">α</mml:mi><mml:mi mathvariant="normal">L</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula>-based cooling and <inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula>-based warming
following fire. The carbon–concentration feedback parameters from the
UVic ESCM are close to the mean from other fully coupled
climate–carbon models, but its carbon–climate feedback parameters
are on the high end <xref ref-type="bibr" rid="bib1.bibx5" id="paren.59"/>, meaning that the atmospheric
<inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> levels were more affected by temperature changes than
would have occurred in most other models. Once again, these factors
should not challenge the main outcomes we obtained.</p>
      <p>Fifth, our study addressed only non-deforestation fires after which
the natural vegetation is free to recover. One might argue that our
stable fire regimes are similar to deforestation fires because, over
large spatial scales, both fire types decrease terrestrial carbon
storage and vegetation cover. However, our non-deforestation fires
affected equally all fire cells, whereas deforestation fires are
deemed exclusive to tropical regions <xref ref-type="bibr" rid="bib1.bibx51" id="paren.60"/>. Given
that fire-induced changes in terrestrial carbon density and albedo
vary substantially among regions, we caution against the direct
extrapolation of our results to deforestation fires. In fact, when
neglecting non-<inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> emissions, deforestation fires are
conceptually more similar to other sources of LULCC than to
non-deforestation fires. Note that previous global-scale climatic
studies of LULCC (see <xref ref-type="bibr" rid="bib1.bibx37" id="altparen.61"/>, for an extensive list)
have represented all LULCC sources in the same way. Yet the variations
in delayed <inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> fluxes between fire and other LULCC sources
matter for carbon cycling <xref ref-type="bibr" rid="bib1.bibx38 bib1.bibx21" id="paren.62"/> and,
as mentioned previously, non-<inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> emissions could have
a dominant impact on the climate. Consequently, studies dedicated to
deforestation fires that specifically represent their delayed
<inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> fluxes and go beyond <inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> emissions would allow for
a more refined understanding of their climatic impacts.</p>
</sec>
</sec>
<sec id="Ch1.S5" sec-type="conclusions">
  <title>Conclusions</title>
      <p>The main purpose of this study was to illustrate the fundamental
differences in the effects on the global carbon cycle and temperature
resulting from the same amount of <inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> emitted by
non-deforestation fire vs. fossil fuel combustion. To do so, we
simulated fire pulses and stable fire regimes of various magnitudes,
as well as the corresponding fossil fuel emissions. The main outcomes
we obtained were the following.
<list list-type="bullet"><list-item>
      <p>The carbon sink stemming from vegetation regrowth led to widely
diverging long-term impacts on the carbon cycle and temperature when
fossil fuel emissions were equal to the gross emissions (i.e., based
on combustion only) from a fire pulse, with the opposite changes in
land surface albedo further compounding these discrepancies
(Figs. <xref ref-type="fig" rid="Ch1.F3"/> and <xref ref-type="fig" rid="Ch1.F4"/>). Side-by-side
comparisons of gross fire
<inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> emissions to fossil fuel emissions are thus misleading and
should be avoided.</p></list-item><list-item>
      <p>The impacts still differed, although much less severely, when
fossil fuel emissions were equal to the net emissions following a fire
pulse (Fig. <xref ref-type="fig" rid="Ch1.F5"/>). These results point towards the
existence of irreconcilable disparities, per unit of <inline-formula><mml:math display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula>
emitted, between the effects from fire vs. fossil fuel combustion.</p></list-item><list-item>
      <p>Obvious differences also arose when fossil fuel emissions were
equal to the net emissions caused by stable fire regimes, particularly
for land carbon, oceanic carbon, surface temperature, and land surface
albedo (Figs. <xref ref-type="fig" rid="Ch1.F7"/> and <xref ref-type="fig" rid="Ch1.F8"/>).</p></list-item></list></p>
      <p>Our results also shed light on the evolution of gross vs. net fire
emissions following fire regime changes. As expected, non-zero gross
emissions were maintained indefinitely following a stable fire regime
change, whereas most of the net emissions actually occurred relatively
quickly after the regime shift and progressively
decreased to almost zero (Fig. <xref ref-type="fig" rid="Ch1.F6"/>). Furthermore,
a higher increase in fire frequency could
result in lower equilibrium gross emissions due to the fire-induced
decrease in the amount of fuel available
(Table <xref ref-type="table" rid="Ch1.T2"/>). Changes in gross emissions offered
therefore a poor indicator of fire impacts on the carbon cycle.</p>
      <p>Fire is arguably the most relevant disturbance in terrestrial
ecosystems, with major impacts on carbon cycling and climate
<xref ref-type="bibr" rid="bib1.bibx8 bib1.bibx43 bib1.bibx10" id="paren.63"/>. The overarching message
from the present study is that fire effects cannot be obtained from,
and should not be conceived as akin to, fossil fuel combustion –
rather, fire deserves its own explicit representation in
climate-related studies.</p>
</sec>

      
      </body>
    <back><notes notes-type="authorcontribution">

      <p>J.-S. Landry and H. D. Matthews designed the study, J.-S. Landry modified the UVic ESCM with advice from H. D. Matthews, J.-S. Landry performed the
simulations and analyzed the results, and J.-S. Landry prepared the manuscript with contributions from H. D. Matthews.</p>
  </notes><ack><title>Acknowledgements</title><p>We want to thank Navin Ramankutty for helpful discussions about gross vs.
net fire emissions. Comments from the two reviewers and the Editor helped
us improve the manuscript. Funding was provided by a NSERC Discovery Grant
to H. D. Matthews.<?xmltex \hack{\newline}?><?xmltex \hack{\newline}?>
Edited by: C. A. Williams</p></ack><?xmltex \hack{\newpage}?><?xmltex \hack{\newpage}?><ref-list>
    <title>References</title>

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    <!--<article-title-html>Non-deforestation fire vs. fossil fuel combustion: the source of
 CO<sub>2</sub> emissions affects the global carbon cycle and climate responses</article-title-html>
<abstract-html><p class="p">Non-deforestation fire – i.e., fire that is typically followed by the
recovery of natural vegetation – is arguably the most influential
disturbance in terrestrial ecosystems, thereby playing a major role in
carbon exchanges and affecting many climatic processes. The radiative
effect from a given atmospheric CO<sub>2</sub> perturbation is the same
for fire and fossil fuel combustion. However, major differences exist
per unit of CO<sub>2</sub> emitted between the effects of
non-deforestation fire vs. fossil fuel combustion on the global
carbon cycle and climate, because (1) fossil fuel combustion implies
a net transfer of carbon from geological reservoirs to the atmospheric,
oceanic, and terrestrial pools, whereas fire occurring in terrestrial
ecosystems does not; (2) the average lifetime of the atmospheric
CO<sub>2</sub> increase is longer when originating from fossil fuel
combustion compared to fire, due to the strong vegetation regrowth
following fire disturbances in terrestrial ecosystems; and (3)
other impacts, for example on land surface albedo, also differ
between fire and fossil fuel combustion. The main purpose of this
study is to illustrate the consequences from these fundamental
differences between fossil fuel combustion and non-deforestation
fires using 1000-year simulations
of a coupled climate–carbon model with interactive vegetation. We
assessed emissions from both pulse and stable fire regime changes,
considering both the gross (carbon released from combustion) and net
(fire-caused change in land carbon, also accounting for vegetation
decomposition and regrowth, as well as climate–carbon feedbacks) fire
CO<sub>2</sub> emissions. In all cases, we found substantial differences
from equivalent amounts of emissions produced by fossil fuel
combustion. These findings suggest that side-by-side comparisons of
non-deforestation fire and fossil fuel CO<sub>2</sub> emissions –
implicitly implying that they have similar effects per unit of
CO<sub>2</sub> emitted – should therefore be avoided, particularly when
these comparisons involve gross fire emissions, because the reservoirs
from which these emissions are drawn have very different residence
times (millions of years for fossil fuel; years to centuries for
vegetation and soil–litter). Our results also support the notion that
most net emissions occur relatively soon after fire regime shifts and
then progressively approach zero. Overall, our study calls for the
explicit representation of fire activity as a valuable step to foster
a more accurate understanding of its impacts on global carbon cycling
and temperature, as opposed to conceiving fire effects as congruent with
the consequences from fossil fuel combustion.</p></abstract-html>
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