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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Environ. Sci.</journal-id>
<journal-title>Frontiers in Environmental Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Environ. Sci.</abbrev-journal-title>
<issn pub-type="epub">2296-665X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">921934</article-id>
<article-id pub-id-type="doi">10.3389/fenvs.2022.921934</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Environmental Science</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Urban stream rehabilitation in a densely populated Brazilian metropolis</article-title>
<alt-title alt-title-type="left-running-head">Macedo et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fenvs.2022.921934">10.3389/fenvs.2022.921934</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Macedo</surname>
<given-names>Diego R.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/824957/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Callisto</surname>
<given-names>Marcos</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1607052/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Linares</surname>
<given-names>Marden S.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Hughes</surname>
<given-names>Robert M.</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Romano</surname>
<given-names>Bruna M. L.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Rothe-Neves</surname>
<given-names>Moana</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1846088/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Silveira</surname>
<given-names>Juliana S.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1950882/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Departamento de Geografia</institution>, <institution>Geospatial Analysis and Landscape Management Research Group</institution>, <institution>Instituto de Geoci&#xea;ncias</institution>, <institution>Universidade Federal de Minas Gerais</institution>, <addr-line>Belo Horizonte</addr-line>, <country>Brazil</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Laborat&#xf3;rio de Ecologia de Bentos</institution>, <institution>Departamento de Gen&#xe9;tica, Ecologia e Evolu&#xe7;&#xe3;o</institution>, <institution>Instituto de Ci&#xea;ncias Biol&#xf3;gicas</institution>, <institution>Universidade Federal de Minas Gerais</institution>, <addr-line>Belo Horizonte</addr-line>, <country>Brazil</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Amnis Opes Institute and Department of Fisheries</institution>, <institution>Wildlife and Conservation Sciences</institution>, <institution>Oregon State University</institution>, <addr-line>Corvallis</addr-line>, <addr-line>OR</addr-line>, <country>United States</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1109035/overview">Maria Ilh&#xe9;u</ext-link>, University of Evora, Portugal</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/274078/overview">Teresa Ferreira</ext-link>, University of Lisbon, Portugal</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1796496/overview">Pablo Rodr&#xed;guez-Lozano</ext-link>, University of the Balearic Islands, Spain</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Diego R. Macedo, <email>diegorm@ufmg.br</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Freshwater Science, a section of the journal Frontiers in Environmental Science</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>08</day>
<month>09</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>10</volume>
<elocation-id>921934</elocation-id>
<history>
<date date-type="received">
<day>16</day>
<month>04</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>26</day>
<month>07</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Macedo, Callisto, Linares, Hughes, Romano, Rothe-Neves and Silveira.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Macedo, Callisto, Linares, Hughes, Romano, Rothe-Neves and Silveira</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>Environmental rehabilitation of urban streams has been widely applied in Global North countries, at least since the 1970s, but it is a recent approach in Global South countries. The objective of this paper is to evaluate whether the rehabilitation experience carried out since 2006 in three urban stream sites in the third-largest Brazilian metropolis (c. 5.5 million inhabitants) was and continues to be effective in terms of socio-environmental improvement after 10&#xa0;years of interventions. These interventions included the rehabilitation of watercourses (e.g., improvement of water quality through the management of sewage and garbage, stabilization of riverbanks, revegetation of riparian zones, riverbed naturalization, removal of riverbank housing). We evaluated water quality, physical habitat structure, and benthic macroinvertebrate assemblages in three test sites in three sampling periods: pre-intervention (2004&#x2013;2005), early post-intervention (2008&#x2013;2011) and late post-intervention (2018&#x2013;2019). Additionally, three reference-stream sites (2018&#x2013;2019) were assessed to compare the conditions of the three tested sites versus the reference sites. We also assessed citizen perceptions concerning the interventions through questionnaires given to urban stream residents at the three tested sites in early and late post-rehabilitation (215 in 2008, 180 in 2019). The results of water quality monitoring showed a significant improvement in most parameters used to calculate the Water Quality Index (WQI) in the early intervention phase, and WQI scores have improved since. The physical habitat and macroinvertebrate indicators indicated moderate improvements. The residents indicated increased appreciation of the environmental improvements over 10&#xa0;years. Given the results in Belo Horizonte, we believe that implementation and evaluation of similar projects and programs aimed at rehabilitating urban streams are technically viable using our approaches throughout the Global South.</p>
</abstract>
<kwd-group>
<kwd>Belo Horizonte</kwd>
<kwd>Brazil</kwd>
<kwd>Drenurbs Program</kwd>
<kwd>multitemporal monitoring and assessment</kwd>
<kwd>before/after control/impact assessment - BACI</kwd>
<kwd>water quality</kwd>
<kwd>benthic macroinvertebrate</kwd>
<kwd>citizen perception</kwd>
</kwd-group>
<contract-sponsor id="cn001">Coordena&#xe7;&#xe3;o de Aperfei&#xe7;oamento de Pessoal de N&#xed;vel Superior<named-content content-type="fundref-id">10.13039/501100002322</named-content>
</contract-sponsor>
<contract-sponsor id="cn002">Funda&#xe7;&#xe3;o de Amparo &#xe0; Pesquisa do Estado de Minas Gerais<named-content content-type="fundref-id">10.13039/501100004901</named-content>
</contract-sponsor>
<contract-sponsor id="cn003">Ag&#xea;ncia Nacional de Energia El&#xe9;trica<named-content content-type="fundref-id">10.13039/501100007133</named-content>
</contract-sponsor>
<contract-sponsor id="cn004">Conselho Nacional de Desenvolvimento Cient&#xed;fico e Tecnol&#xf3;gico<named-content content-type="fundref-id">10.13039/501100003593</named-content>
</contract-sponsor>
<contract-sponsor id="cn005">Fulbright Association<named-content content-type="fundref-id">10.13039/100010629</named-content>
</contract-sponsor>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>Humanity arrives in the 21st century with the highest percentage of its population distributed in urban areas (<xref ref-type="bibr" rid="B6">Bernhardt and Palmer, 2007</xref>; <xref ref-type="bibr" rid="B57">Ranta et al., 2021</xref>), and this population has been severely degrading watercourses, with planners not considering the importance of rivers in urban design (<xref ref-type="bibr" rid="B64">Wantzen et al., 2019</xref>). This occurs because urbanization degrades water body quality through eutrophication, alters physical habitat structure and flow regimes, and increases relative abundances of species tolerant to anthropogenic pressures (<xref ref-type="bibr" rid="B6">Bernhardt and Palmer, 2007</xref>; <xref ref-type="bibr" rid="B53">Paul and Meyer, 2008</xref>; <xref ref-type="bibr" rid="B22">Feio et al., 2021</xref>). Such changes severely compromise the biotic integrity and ecosystem services of urban lotic ecosystems (<xref ref-type="bibr" rid="B26">Fran&#xe7;a et al., 2019</xref>; <xref ref-type="bibr" rid="B22">Feio et al., 2021</xref>).</p>
<p>To improve urban stream conditions, stream restoration and rehabilitation interventions can be used to recover the ecosystems. Restoration is the process of intentionally returning a site to its natural form through processes and interventions that lead to reconstructing its structure, function, diversity and dynamics, according to its historical (natural) characteristics (<xref ref-type="bibr" rid="B25">Findlay and Taylor, 2006</xref>; <xref ref-type="bibr" rid="B6">Bernhardt andPalmer., 2007</xref>). However, it is extremely difficult for river and stream restoration to remove or minimize all human pressures in urbanized catchments. In addition, reference sites for determining natural ecosystem conditions are exceedingly rare (<xref ref-type="bibr" rid="B63">Wade et al., 1998</xref>; <xref ref-type="bibr" rid="B12">Brierley and Fryirs, 2000</xref>). Even when these conditions are known, the current hydrological and land use dynamics do not allow actions to return ecological conditions to the pristine stage (<xref ref-type="bibr" rid="B63">Wade et al., 1998</xref>). Thus, rehabilitation interventions, in which the objectives are an improvement of the fluvial state based on the recovery of some elements, processes or ecological functions offer more appropriate goals. Such interventions can bring watercourses closer to their pre-disturbance conditions, but without achieving full recovery (restoration) of the ecosystems (<xref ref-type="bibr" rid="B12">Brierley and Fryirs, 2000</xref>). Common stream rehabilitation projects result in channel realignments, riparian plantings, increased channel physical complexity, and urban parks (<xref ref-type="bibr" rid="B33">Hughes et al., 2014b</xref>; <xref ref-type="bibr" rid="B34">Hughes, 2019</xref>). Therefore, rehabilitation is a more probable goal, especially in heavily urbanized areas.</p>
<p>Stream rehabilitation projects have been developed by public agencies in several countries of the Global North such as United States, United Kingdom, Canada, European Union, Japan, South Korea, Australia, and New Zealand for at least 50 years (<xref ref-type="bibr" rid="B44">Macedo and Magalh&#xe3;es Jr., 2020</xref>; <xref ref-type="bibr" rid="B22">Feio et al., 2021</xref>). These projects are driven by laws established to conserve and recover river environments (<xref ref-type="bibr" rid="B51">Palmer et al., 2005</xref>; <xref ref-type="bibr" rid="B33">Hughes et al., 2014b</xref>; <xref ref-type="bibr" rid="B20">dos Reis Oliveira et al., 2020</xref>). Such laws have been followed by exponential increases in the number of rehabilitation projects, scientific research, and scientific journal publications (<xref ref-type="bibr" rid="B5">Bernhardt et al., 2005</xref>), of which most are in the United States and Europe (&#x223c; 40% in each) (<xref ref-type="bibr" rid="B20">dos Reis Oliveira et al., 2020</xref>). In the Global South, South American countries have few documented examples of rehabilitation interventions (but see <xref ref-type="bibr" rid="B64">Wantzen et al., 2019</xref>), focused mainly on sewage collection systems, rehabilitation of riverbanks through engineering and bioengineering techniques, rehabilitation of riparian vegetation, and flood mitigation (<xref ref-type="bibr" rid="B22">Feio et al., 2021</xref>).</p>
<p>The lack of rehabilitation projects in Global South countries is partly explained by the lack of financial resources and by the lack of a legal framework aimed at conserving and rehabilitating watercourses (<xref ref-type="bibr" rid="B22">Feio et al., 2021</xref>). A third factor, mainly in Brazil, is the lack of social pressure demanding urban stream rehabilitation projects because local populations are unaware of the possibilities and effectiveness of such interventions (<xref ref-type="bibr" rid="B43">Macedo and Magalh&#xe3;es Jr, 2011</xref>; <xref ref-type="bibr" rid="B31">Hong and Chang, 2020</xref>). However in Brazil, there are several proposals for river rehabilitation found in the gray literature, but few examples of implementation and results monitoring. Thus, the city of Belo Horizonte provides the best documented case study that was surveyed both before and after rehabilitation phases (<xref ref-type="bibr" rid="B41">Macedo et al., 2011</xref>; <xref ref-type="bibr" rid="B43">Macedo and Magalh&#xe3;es Jr, 2011</xref>; <xref ref-type="bibr" rid="B21">Feio et al., 2015</xref>, <xref ref-type="bibr" rid="B22">2021</xref>; <xref ref-type="bibr" rid="B44">Macedo and Magalh&#xe3;es Jr., 2020</xref>).</p>
<p>Despite significant increases in the number of rehabilitation projects in urbanized areas in recent years, &#x3c; 10% have been monitored to document improvements in environmental quality, especially via pre- and post-intervention comparisons (<xref ref-type="bibr" rid="B5">Bernhardt et al., 2005</xref>; <xref ref-type="bibr" rid="B1">Al-Zankana et al., 2020</xref>). Of those, the most-used assessment tools are instream physical habitat structure and riparian conditions, benthic macroinvertebrate assemblages, and physical and chemical water quality (<xref ref-type="bibr" rid="B52">Palmer et al., 2014</xref>; <xref ref-type="bibr" rid="B37">Kail et al., 2015</xref>; <xref ref-type="bibr" rid="B1">Al-Zankana et al., 2020</xref>). But few studies have assessed all those factors together (e.g., <xref ref-type="bibr" rid="B19">Davis et al., 2003</xref>; <xref ref-type="bibr" rid="B59">Selvakumar et al., 2010</xref>). Assessments of citizen perceptions of rehabilitation interventions are infrequent (<xref ref-type="bibr" rid="B31">Hong and Chang, 2020</xref>); although it is important to assess the support that the surrounding human citizens have on the interventions, especially concerning conservation over time (<xref ref-type="bibr" rid="B6">Bernhardt and Palmer, 2007</xref>). Relatively few studies have assessed citizen perceptions in rehabilitation projects (<xref ref-type="bibr" rid="B56">Purcell et al., 2002</xref>; <xref ref-type="bibr" rid="B39">Larned et al., 2006</xref>). Thus, more studies using these four assessment tools (i.e., instream physical habitat structure and riparian conditions, benthic macroinvertebrate assemblages, physical and chemical water quality, and citizen perception), through before/after control/impact (BA/CI) assessment approaches are needed.</p>
<p>In this context, our objective was to evaluate the long-term (2008&#x2013;2019) results of the 2006&#x2013;2007 stream rehabilitation interventions carried out in Belo Horizonte considering water quality, instream physical habitat structure and riparian conditions, macroinvertebrate assemblage condition, and citizen perceptions. Our first premise was that rehabilitation produces a progressive improvement in all ecological components. However, as a result of the severe effects of urbanization, we did not expect that the rehabilitated stream sites would attain the ecological conditions occurring in minimally disturbed reference sites. Our second premise was that the areas surrounding the rehabilitated sites, as well as the sites themselves, would improve ecosystem services measurably for the local human populations.</p>
</sec>
<sec id="s2">
<title>2 Methods</title>
<sec id="s2-1">
<title>2.1 Study area</title>
<p>Three stream sites were assessed in Belo Horizonte, the third-largest Brazilian metropolis (c. 5.5 million inhabitants) (Baleares, Primeiro de Maio, and Nossa Senhora da Piedade; <xref ref-type="fig" rid="F1">Figure 1</xref>). The rehabilitation was conducted by the Drenurbs Program of the Belo Horizonte Municipal Government using Inter-American Development Bank financial support (60% of the US$ 14.53 million was spent in these 3 streams; <xref ref-type="bibr" rid="B7">BID, 2008</xref>). Before the rehabilitation interventions, the streams had deficient drainage infrastructure, human occupation of the streambank and floodplains; inputs of untreated sanitary sewage in the natural stream channels; disposal of garbage in streams, and deforestation and erosion on the streambank and hillside. The site interventions occurred between 2006 and 2007 and included: (1) sewage collection networks and sewage treatment; (2) improvement of stormwater drainage systems; (3) bank erosion control and stabilization via artificial structures like gabions and walls; (4) streambank stabilization using geotextiles and revegetation of riparian zones using woody tree species; (6) stream bed stabilization using fixed boulder clusters; (7) flood control systems using detention basins; (8) removal of houses from floodplains and riverbanks; and (9) creation of a protected area with riparian parkland (<xref ref-type="fig" rid="F2">Figure 2</xref>). The pre-rehabilitation condition of each site differed concerning the degree of impact and the population affected, which required different solutions in terms of costs and populations relocated. For instance, a slum was present along Baleares stream, but Primero de Maio was bordered predominantly by degraded grassland and few houses. Because of local morphology, the Baleares parkland is steeper than the others and occupies less area (25&#x2013;45&#xa0;m wide, 21,900&#xa0;m<sup>2</sup> total area). Primeiro de Maio and Nossa Senhora da Piedade parklands have similar morphology and occupy larger areas (50&#x2013;100&#xa0;m and 55&#x2013;170&#xa0;m wide and 33,500&#xa0;m<sup>2</sup> and 57,200&#xa0;m<sup>2</sup> in area for Primeiro de Maio and Nossa Senhora da Piedade respectively). Both also had structures installed to mitigate freshets (<xref ref-type="table" rid="T1">Table 1</xref>). All the parks encourage visitors because recreational (workout) equipment and walking paths were installed. Additionally, Primeiro de Maio and Nossa Senhora da Piedade have sport courts. Woody species were placed near the streams (&#x223c;10&#x2013;15&#xa0;m), but grass areas are maintained for public uses.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Map of study area, showing the test- and reference-stream sites.</p>
</caption>
<graphic xlink:href="fenvs-10-921934-g001.tif"/>
</fig>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Partial views of sites before rehabilitation (left) in 2003 (photos by UEP/DRENURBS/Prefeitura de Belo Horizonte) and after rehabilitation (right) in 2019 (photos by D.R. Macedo). <bold>(A)</bold> Baleares; <bold>(B)</bold> Primeiro de Maio; <bold>(C)</bold> Nossa Senhora da Piedade.</p>
</caption>
<graphic xlink:href="fenvs-10-921934-g002.tif"/>
</fig>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Budgets for the rehabilitation of Baleares, Primeiro de Maio, and Nossa Senhora da Piedade streams between 2006 and 2008 (from <xref ref-type="bibr" rid="B7">BID, 2008</xref>; <xref ref-type="bibr" rid="B44">Macedo and Magalh&#xe3;es Jr. 2020</xref>).</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="2" align="left">Stream site</th>
<th rowspan="2" align="left">Total catchment area (km<sup>2</sup>)</th>
<th rowspan="2" align="left">Total stream length (km)</th>
<th rowspan="2" align="left">Total catchment population (inhabitants)</th>
<th rowspan="2" align="left">Total riparian park area (m<sup>2</sup>)</th>
<th colspan="3" align="left">Investments (millions of dollars)</th>
</tr>
<tr>
<th align="left">Inter-vention</th>
<th align="left">Indemnities and expropriations</th>
<th align="left">Total</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">(1) Baleares</td>
<td align="left">0.73</td>
<td align="left">1.1</td>
<td align="left">6,713</td>
<td align="left">21,901</td>
<td align="left">2.18</td>
<td align="left">0.91</td>
<td align="left">3.10</td>
</tr>
<tr>
<td align="left">(2) Primeiro de Maio</td>
<td align="left">0.48</td>
<td align="left">0.8</td>
<td align="left">2,983</td>
<td align="left">33,522</td>
<td align="left">1.83</td>
<td align="left">0.48</td>
<td align="left">2.30</td>
</tr>
<tr>
<td align="left">(3) Nossa Senhora da Piedade</td>
<td align="left">0.43</td>
<td align="left">0.6</td>
<td align="left">3,741</td>
<td align="left">57,239</td>
<td align="left">5.88</td>
<td align="left">3.26</td>
<td align="left">9.13</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Additionally, three reference sites, located in urban protected areas and water-collection areas within the Belo Horizonte metropolitan area were selected as control sites (Mangabeiras Municipal Park, Rola Mo&#xe7;a State Park, and Burle Marx Municipal Park). These three reference sites were also on headwater streams (3<sup>rd</sup> order streams with &#x3c; 2&#xa0;km<sup>2</sup> total catchment area and 1&#x2013;2&#xa0;km long) with &#x3e; 90% natural cover. They were chosen because they are the closest preserved areas to the rehabilitated streams and are in the best available ecological condition (<xref ref-type="fig" rid="F3">Figure 3</xref>).</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Reference sites in best available ecological condition: <bold>(A)</bold> Mangabeiras Municipal Park; <bold>(B)</bold> Serra do Rola Mo&#xe7;a State Park; <bold>(C)</bold> Burle Marx Municipal Park.</p>
</caption>
<graphic xlink:href="fenvs-10-921934-g003.tif"/>
</fig>
</sec>
<sec id="s2-2">
<title>2.2 Assessment sampling design</title>
<p>To assess changes in water quality, instream habitat, riparian conditions, macroinvertebrate multimetric indices (MMIs), and taxonomic composition of benthic macroinvertebrate assemblages in the rehabilitated stream sites, we used data collected between 2003 and 2011 so that each site was visited at least 4 times a year (twice in the dry season, and twice in the rainy season) (<xref ref-type="bibr" rid="B55">PBH 2012</xref>; <xref ref-type="bibr" rid="B21">Feio et al., 2015</xref>; <xref ref-type="bibr" rid="B44">Macedo and Magalh&#xe3;es Jr., 2020</xref>). Additionally, four sampling visits were carried out (two in the dry season, and two in the rainy season) in 2018&#x2013;2019, in both rehabilitated and reference stream sites. This allowed separating our dataset into four groups: pre-rehabilitation (2003&#x2013;2005), early post-rehabilitation (2008&#x2013;2011), later post-rehabilitation (2018&#x2013;2019), and reference sites (2018&#x2013;2019). To assess citizen perceptions of the stream interventions, we used questionnaires applied to randomly selected households within 150&#xa0;m of the 3 rehabilitated stream sites in 2008 (<italic>n</italic> &#x3d; 215) (<xref ref-type="bibr" rid="B46">Medeiros, 2009</xref>; <xref ref-type="bibr" rid="B43">Macedo and Magalh&#xe3;es Jr, 2011</xref>), and in 2019 (<italic>n</italic> &#x3d; 180).</p>
</sec>
<sec id="s2-3">
<title>2.3 Water quality assessment</title>
<p>Water quality was evaluated <italic>in-situ</italic> for temperature (<sup>o</sup>C), pH, turbidity (NTU) and total dissolved solids (mg/L), using a multiparameter probe (YSI - 10 - Yellow Springs, Ohio). In addition, 2&#xa0;L of water was collected during each stream site-visit, iced, and analyzed in the laboratory for dissolved oxygen (mg/L), biochemical oxygen demand (mg/L), total phosphorus (mg/L), nitrate (mg/L), and <italic>Escherichia coli</italic> (MPN/100&#xa0;ml) (<xref ref-type="bibr" rid="B3">APHA 2005</xref>). These parameters were compared against national and state water quality criteria (<xref ref-type="bibr" rid="B11">Brazil, 2005</xref>; <xref ref-type="bibr" rid="B27">Minas Gerais, 2008</xref>; <xref ref-type="table" rid="T2">Table 2</xref>). Additionally, these 9 parameters were integrated into the Water Quality Index (WQI) used in the state of Minas Gerais, which classifies water status as very bad (&#x3c; 25), bad (25&#x2013;50), fair (50&#x2013;70), good (70&#x2013;90) and very good (90&#x2013;100). To calculate the WQI, we used the weighted product of each evaluated parameter (<xref ref-type="table" rid="T2">Table 2</xref>) and the value of the parameter obtained through the specific average quality curve where each parameter result has a scale between 0 and 100 (e.g., 20% dissolved oxygen saturation is 12; pH of 6 is 52; turbidity of 10 is 76) (<xref ref-type="sec" rid="s12">Supplementary Material S1</xref>).</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>National Brazilian and Minas Gerais state legal limits for class 2 water quality variables and their weights in a Water Quality Index (WQI).</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Water quality parameters</th>
<th align="left">Class 2 legal limit (Federal and State)</th>
<th align="left">Weight in WQI</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Dissolved Oxygen</td>
<td align="left">&#x3e; 5&#xa0;mg/L</td>
<td align="left">0.17</td>
</tr>
<tr>
<td align="left">
<italic>Escherichia coli</italic>
</td>
<td align="left">&#x3c; 1,000 MNP/100&#xa0;ml</td>
<td align="left">0.15</td>
</tr>
<tr>
<td align="left">pH</td>
<td align="left">Between 6.0 and 9.0</td>
<td align="left">0.12</td>
</tr>
<tr>
<td align="left">Total Phosphorus</td>
<td align="left">&#x3c; 0.10&#xa0;mg/L</td>
<td align="left">0.10</td>
</tr>
<tr>
<td align="left">Nitrate</td>
<td align="left">&#x3c; 10&#xa0;mg/L</td>
<td align="left">0.10</td>
</tr>
<tr>
<td align="left">Biochemical Oxygen Demand</td>
<td align="left">&#x3c; 5&#xa0;mg/L</td>
<td align="left">0.10</td>
</tr>
<tr>
<td align="left">Water temperature</td>
<td align="left">No legal criteria; <sup>o</sup>C variability to WQI</td>
<td align="left">0.10</td>
</tr>
<tr>
<td align="left">Turbidity</td>
<td align="left">&#x3c; 100 NTU</td>
<td align="left">0.08</td>
</tr>
<tr>
<td align="left">Total Dissolved Solids</td>
<td align="left">&#x3c; 100&#xa0;mg/L</td>
<td align="left">0.08</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s2-4">
<title>2.4 In-stream habitat and riparian condition assessment</title>
<p>To assess the physical habitat and riparian zone conditions, we applied a rapid assessment protocol (<xref ref-type="bibr" rid="B14">Callisto et al., 2002</xref>). This protocol allows a rapid assessment through visual observations of the ecomorphological conditions in the stream channel and the riparian zone of sites (<xref ref-type="sec" rid="s12">Supplementary Material S2</xref>). The assessment was based on a set of environmental parameters scored from zero to four (referring to the use and occupation of the riparian zone and the apparent characteristics of the water); and from zero to five (flow and substrate conditions important for aquatic biota). The protocol is synthesized in a final score that reflects the level of conservation of the ecomorphological conditions of each stream site, where 0&#x2013;40 represents impaired sites, 41&#x2013;60 altered sites, and &#x3e; 61 reference condition sites (<xref ref-type="bibr" rid="B14">Callisto et al., 2002</xref>; <xref ref-type="bibr" rid="B21">Feio et al., 2015</xref>; <xref ref-type="bibr" rid="B26">Fran&#xe7;a et al., 2019</xref>).</p>
</sec>
<sec id="s2-5">
<title>2.5 Benthic macroinvertebrate assemblage assessment</title>
<p>We collected three bottom subsamples with a kick-net sampler (30-cm opening, 0.09&#xa0;m<sup>2</sup> area, 500-&#xb5;m mesh) in each stream site, preferably one subsample in pebbles/gravel, another in fine sediments (sands and silts), and a third in leaf deposits. The sub-samples were individually placed in plastic bags and fixed with 70% alcohol. In the laboratory, we washed the subsamples with tap water, sorted the benthic macroinvertebrates, and identified individuals to family, except to suborder for Hydracarina, class for Bivalvia, and subclass for Oligochaeta. The organisms were identified under a stereomicroscope, by using taxonomic keys (<xref ref-type="bibr" rid="B23">Fern&#xe1;ndez and Dom&#xed;nguez, 2001</xref>; <xref ref-type="bibr" rid="B17">Costa et al., 2006</xref>; <xref ref-type="bibr" rid="B47">Merritt et al., 2008</xref>; <xref ref-type="bibr" rid="B50">Mugnai et al., 2010</xref>; <xref ref-type="bibr" rid="B29">Hamada et al., 2014</xref>), and the three subsamples were combined into a single composite sample for each site visit. Benthic macroinvertebrates were deposited in the Reference Collection of Instituto de Ci&#xea;ncias Biol&#xf3;gicas, Universidade Federal de Minas Gerais.</p>
<p>The biological data of each stream were used to calculate four biological metrics that constitute a multimeric index (MMI; <xref ref-type="bibr" rid="B42">Macedo et al., 2016</xref>): Ephemeroptera-Plecoptera-Trichoptera (EPT) taxa richness; Average Tolerance Score per Taxon (ASPT), Percentage of Predator individuals, and Percentage of Odonata individuals. These metrics were standardized to the same scale (0&#x2013;100) considering all sites together and then the metrics were divided by their 95th percentile and multiplied by 100. Values above 100 were considered super optimal and were scored as 100. The final MMI was calculated as the average of its standardized biologic metrics.</p>
</sec>
<sec id="s2-6">
<title>2.6 Citizen perception assessment</title>
<p>To evaluate citizen perceptions of the rehabilitated stream sites, questionnaires composed of multi-option objective questions were applied <italic>in loco</italic> at 180 randomly selected households (60 questionnaires, one for each home within 120&#xa0;m of each of the three stream sites) in July 2019. The questions were guided to measure the use of linear parks, population satisfaction with the rehabilitation interventions, and questions related to the social dynamics concentrated in the study areas. The questionnaire was structured with qualitative and quantitative questions, and finalized after a pre-test survey (i.e., application of a questionnaire in its preliminary version in only few households to adjust it). The respondents did not have access to the options, instead the interviewers marked the answers within the pre-existing options, or in the option &#x201c;other&#x201d; where the answer was described. After tabulation, responses were classified (e.g., &#x201c;great&#x201d; and &#x201c;good&#x201d; were grouped in &#x201c;great or good&#x201d;). When necessary, multi-option answers were entered (i.e., an interviewer could mark one or more options). Answers also were post-processed because some of the &#x201c;other&#x201d; answers could be categorized during data tabulation. We compared those results with an earlier 2008 survey based on 215 questionnaires also applied randomly near the three rehabilitated sites (<xref ref-type="bibr" rid="B46">Medeiros, 2009</xref>; <xref ref-type="bibr" rid="B43">Macedo and Magalh&#xe3;es Jr, 2011</xref>). In both dates, we used Belo Horizonte&#x2019;s official address database to randomly select our homes. We used systematic repositioning procedures to change a sampled household when a household presented a refusal. We considered all the households within 120&#xa0;m as our study population, so we can infer results to 1,490 and 1,550 homes in 2008 and 2019, respectively (<xref ref-type="bibr" rid="B54">PBH, 2012</xref>). To maintain temporal comparability, an adaptation of the questionnaire applied in 2008 (<xref ref-type="sec" rid="s12">Supplementary Material S3</xref>) was used in 2019 (<xref ref-type="sec" rid="s12">Supplementary Material S4</xref>). The questions were organized to assess general interviewee profile (i.e., sex, age, and education), perceptions concerning the positive and negative points (multiple answers allowed), solution of environmental problems, general satisfaction with the interventions, and preference for riparian park versus stream burial by an elevated road. The latter has been a common practice in Belo Horizonte, where approximately 200&#xa0;km of streams have been covered by roads (&#x223c;30% of the city&#x2019;s streams; <xref ref-type="bibr" rid="B55">PBH, 2022</xref>). Riparian stream parks were a new idea before 2008 in Brazil.</p>
</sec>
<sec id="s2-7">
<title>2.7 Data analyses</title>
<sec id="s2-7-1">
<title>2.7.1 Water quality assessment, in-stream habitat and riparian condition, and biotic condition</title>
<p>The measures of the 9 water quality parameters, WQI, in-stream habitat and riparian condition, and benthic macroinvertebrate MMI were grouped in four period-groups (pre-rehabilitation (2003&#x2013;2005), early post-rehabilitation (2008&#x2013;2011), late post-rehabilitation (2018&#x2013;2019), and reference stream sites (2018&#x2013;2019). The data were combined for each of the four time-periods and averaged for each stream site because of their high seasonal correlations. Those averages were analyzed by analysis of variance with two factors (two-way ANOVA), but with one of the factors being blocked (<xref ref-type="bibr" rid="B48">Montgomery and Runger, 2018</xref>), followed by Tukey&#x2019;s HSD (honestly significant differences) post-hoc tests to determine whether differences between groups were significant. The analysis used the times and sites as blocks versus predictor variables. Thus, there were four time-blocks: pre-rehabilitated sites, early post-rehabilitated sites, late post-rehabilitated sites, and reference sites. Similarly, there were four site-blocks: Baleares, Primeiro de Maio, Nossa Senhora da Piedade, and reference sites. Before proceeding with the analyses, the variables were inspected using qq-plots, and those that did not show a normal distribution were transformed using the Box-Cox method (<xref ref-type="bibr" rid="B9">Box and Cox, 1964</xref>). All models assumed homogeneity of variance; normality and independence of residuals were validated.</p>
</sec>
<sec id="s2-7-2">
<title>2.7.2 Benthic macroinvertebrate composition</title>
<p>Benthic macroinvertebrate assemblage composition was grouped in four groups: pre-rehabilitation (2003&#x2013;2005), early post-rehabilitation (2008&#x2013;2011), late post-rehabilitation (2018&#x2013;2019), and reference sites (2018&#x2013;2019). To test if there was significant difference between taxonomic composition between the four groups we used multivariate permutation analysis of variance (PERMANOVA) and non-metric multidimensional scaling (nMDS) based on the Bray-Curts index to determine changes in assemblage composition.</p>
</sec>
<sec id="s2-7-3">
<title>2.7.3 Citizen perceptions</title>
<p>Data were analyzed by combining the responses for the three rehabilitated sites. We considered each variable as a binomial random response (i.e., yes or no), so we created 95% confidence intervals for proportions (<xref ref-type="bibr" rid="B48">Montgomery and Runger, 2018</xref>) to compare 2008 and 2019 questionnaire sets of answers. Our error margin was about 6%, considering the total population as 1,490 and 1,550 households in 2008 and 2019, respectively. To evaluate whether opinions changed regarding positive and negative aspects, as well as two fundamentally different types of interventions: channel-riparian rehabilitation (riparian stream park), versus stream burial, we used Pearson&#x2019;s chi-squared test using 2008 and 2019 as groups. To evaluate the differences in opinions to general evaluation and if the environmental problems were solved, we used chi-squared goodness of fit in the 2019 survey results. All statistical analyses were performed in R, using the &#x201c;survey&#x201d;, &#x201c;FSA,&#x201d; &#x201c;labdsv,&#x201d; and &#x201c;vegan&#x201d; packages.</p>
</sec>
</sec>
</sec>
<sec id="s3">
<title>3 Results</title>
<sec id="s3-1">
<title>3.1 Water quality</title>
<p>Overall, the three rehabilitated stream sites showed progressive improvement in water quality over time. Most parameters within national Brazilian and Minas Gerais state legal limits for class 2 rivers (<xref ref-type="bibr" rid="B11">Brazil, 2005</xref>; <xref ref-type="bibr" rid="B27">Minas Gerais, 2008</xref>) were achieved in post-rehabilitation early and late phases, except for total dissolved solids, pH, water temperature, WQI, and <italic>Echerichia coli</italic> (<xref ref-type="fig" rid="F4">Figure 4</xref>). Total phosphorus, dissolved oxygen, biochemical oxygen demand, turbidity, and WQI showed improvements, with most of the values in the later post-rehabilitation phase meeting class 2 water quality criteria (meaning that the waters were safe for human recreational primary contact). Nitrate concentrations were reduced, but were within the legal limits before the interventions. Temperature and pH remained somewhat higher than in the reference stream sites. All three reference stream sites met the federal and state water quality limits. The later post-rehabilitation stream sites had levels of total phosphorus, dissolved oxygen, biochemical oxygen demand, turbidity, and pH that were not statistically different from those in the reference stream sites. However, WQI scores differed significantly between later post-intervention stream sites versus reference stream sites, mainly because of higher levels of <italic>Escherichia coli</italic> and total dissolved solids.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Differences in water quality at pre-rehabilitation, early post-rehabilitation, later post-rehabilitation, and reference sites: <bold>(A)</bold> Total phosphorus; <bold>(B)</bold> Nitrate; <bold>(C)</bold> Dissolved Oxygen; <bold>(D)</bold> Biochemical Oxygen Demand; <bold>(E)</bold> Turbidity; <bold>(F)</bold> Total Dissolved Solids; <bold>(G)</bold> pH; <bold>(H)</bold> Water temperature; <bold>(I)</bold> <italic>Escherichia coli</italic> and <bold>(J)</bold> Water Quality Index. The continuous red lines represent legal upper limits and dashed red lines, the lower legal limits for water class 2.</p>
</caption>
<graphic xlink:href="fenvs-10-921934-g004.tif"/>
</fig>
</sec>
<sec id="s3-2">
<title>3.2 Physical habitat and riparian condition</title>
<p>Instream physical habitat and riparian zone conditions indicated improvement following rehabilitation (<xref ref-type="fig" rid="F5">Figure 5A</xref>). Prior to rehabilitation, scores were concentrated in the impaired zone (&#x3c; 40 points) and in the early and late post-rehabilitation periods, they were within the altered range (40&#x2013;60), but showing progressive improvements. However, the scores were significantly lower than those of the reference stream sites (generally close to 80 points).</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Differences in physical habitat structure and multimetric index scores pre-rehabilitation, early post-rehabilitation, late post-rehabilitation, and reference sites: <bold>(A)</bold> Instream physical habitat and riparian zone index scores; <bold>(B)</bold> Benthic multimetric index scores.</p>
</caption>
<graphic xlink:href="fenvs-10-921934-g005.tif"/>
</fig>
</sec>
<sec id="s3-3">
<title>3.3 Macroinvertebrate assemblage condition</title>
<p>Similar to the water quality and physical habitat results, the MMI results indicated progressive improvement over time (<xref ref-type="fig" rid="F5">Figure 5B</xref>) and MMI and physical habitat scores were highly correlated with each other (Pearson&#x2019;s <italic>r</italic> &#x3d; 0.96). Before rehabilitation, MMI scores were very low (&#x3c; 0.2), but improved significantly in both post-rehabilitation phases. However, assemblage condition remained significantly below that in the reference sites.</p>
<p>The taxonomic composition of the benthic macroinvertebrate assemblages in the three rehabilitated sites differed from the reference sites in all sampling periods. The Bray-Curtis index scores indicated that all possible pairings differed significantly (<xref ref-type="table" rid="T3">Table 3</xref>) and the nMDS results show a noticeable shift in late post-rehabilitation towards the reference sites (<xref ref-type="fig" rid="F6">Figure 6</xref>).</p>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>Permutational multivariate analysis of variance pairwise tests comparing the taxonomic composition of benthic macroinvertebrate assemblages of rehabilitated and reference sites over time periods.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Pairs</th>
<th align="left">F Model</th>
<th align="left">R<sup>2</sup>
</th>
<th align="left">P adjusted</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Pre vs. Early post</td>
<td align="left">5.791405</td>
<td align="left">0.0841879</td>
<td align="left">0.0006</td>
</tr>
<tr>
<td align="left">Pre vs. Late post</td>
<td align="left">6.129386</td>
<td align="left">0.109201</td>
<td align="left">0.0006</td>
</tr>
<tr>
<td align="left">Pre vs. Reference</td>
<td align="left">11.471684</td>
<td align="left">0.1866174</td>
<td align="left">0.0006</td>
</tr>
<tr>
<td align="left">Early post vs. Late post</td>
<td align="left">5.440622</td>
<td align="left">0.1345336</td>
<td align="left">0.0006</td>
</tr>
<tr>
<td align="left">Early post vs. Reference</td>
<td align="left">9.168435</td>
<td align="left">0.2075789</td>
<td align="left">0.0006</td>
</tr>
<tr>
<td align="left">Late post vs. Reference</td>
<td align="left">4.538342</td>
<td align="left">0.1710108</td>
<td align="left">0.0006</td>
</tr>
</tbody>
</table>
</table-wrap>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>Non-metric Multi-dimensional Scaling comparing the taxonomic composition of benthic macroinvertebrate assemblages of rehabilitated and reference sites among the four time-groups.</p>
</caption>
<graphic xlink:href="fenvs-10-921934-g006.tif"/>
</fig>
</sec>
<sec id="s3-4">
<title>3.4 Citizen perceptions</title>
<p>All urban riparian parks surroundings had similar profile about sex, age and education pattern (<xref ref-type="table" rid="T4">Table 4</xref>). More positive aspects than negative ones were reflected in the 2008 and 2019 questionnaire results (<xref ref-type="fig" rid="F7">Figures 7A,B</xref>). As expected, some of the positive aspects were more evident soon after the interventions, such as cleaning the river (60 % vs. 5% in 2008 and 2019, respectively, <italic>X</italic>
<sup>2</sup> &#x3d; 131.282; df &#x3d; 1, <italic>p</italic> &#x3c; 0.0001) or completing the park (51% in 2019 and 18% in 2008, <italic>X</italic>
<sup>2</sup> &#x3d; 50.931; df &#x3d; 1, <italic>p</italic> &#x3c; 0.0001). Other aspects were mentioned only at one time period, such as improving road access by 25% in 2008 and removing the slum, which was answered by 9% in 2008, or creating a space for community use, which was remembered only in 2019 for 18%. Other positive aspects have similar values over time, with emphasis on the creation of leisure areas (45%; <italic>X</italic>
<sup>2</sup> &#x3d; 0.46; df &#x3d; 1, <italic>p</italic> &#x3d; 0.831), improvement of aesthetic aspects (15 % and 20%; <italic>X</italic>
<sup>2</sup> &#x3d; 1.64; df &#x3d; 1, <italic>p</italic> &#x3d; 0.2), decreased flood risk (2 % and 3%; <italic>X</italic>
<sup>2</sup> &#x3d; 1.64; df &#x3d; 1, <italic>p</italic> &#x3d; 0.2, and improved real estate value (4% and 1.6%; <italic>X</italic>
<sup>2</sup> &#x3d; 2.134; df &#x3d; 1, <italic>p</italic> &#x3d; 0.144).</p>
<table-wrap id="T4" position="float">
<label>TABLE 4</label>
<caption>
<p>Sociodemographic profile of population surveyed into 3 rehabilitated riparian parks surroundings.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="2" colspan="2" align="left"/>
<th colspan="3" align="left">Urban Riparian Park</th>
</tr>
<tr>
<th align="left">Primeiro de Maio</th>
<th align="left">Nossa Senhora da Piedade</th>
<th align="left">Baleares</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td rowspan="2" align="left">Sex</td>
<td align="left">Female</td>
<td align="left">70</td>
<td align="left">83</td>
<td align="left">85</td>
</tr>
<tr>
<td align="left">Male</td>
<td align="left">51</td>
<td align="left">53</td>
<td align="left">53</td>
</tr>
<tr>
<td rowspan="6" align="left">Age</td>
<td align="left">17 to 20</td>
<td align="left">10</td>
<td align="left">16</td>
<td align="left">4</td>
</tr>
<tr>
<td align="left">21 to 30</td>
<td align="left">17</td>
<td align="left">16</td>
<td align="left">17</td>
</tr>
<tr>
<td align="left">31 to 40</td>
<td align="left">27</td>
<td align="left">23</td>
<td align="left">25</td>
</tr>
<tr>
<td align="left">41 to 50</td>
<td align="left">28</td>
<td align="left">23</td>
<td align="left">26</td>
</tr>
<tr>
<td align="left">51 to 60</td>
<td align="left">11</td>
<td align="left">22</td>
<td align="left">25</td>
</tr>
<tr>
<td align="left">More than 60</td>
<td align="left">28</td>
<td align="left">36</td>
<td align="left">41</td>
</tr>
<tr>
<td rowspan="6" align="left">Education</td>
<td align="left">Illiterate</td>
<td align="left">2</td>
<td align="left">2</td>
<td align="left">7</td>
</tr>
<tr>
<td align="left">Read and Write</td>
<td align="left">15</td>
<td align="left">29</td>
<td align="left">23</td>
</tr>
<tr>
<td align="left">Elementary School</td>
<td align="left">51</td>
<td align="left">50</td>
<td align="left">51</td>
</tr>
<tr>
<td align="left">Middle School</td>
<td align="left">45</td>
<td align="left">41</td>
<td align="left">43</td>
</tr>
<tr>
<td align="left">High School</td>
<td align="left">7</td>
<td align="left">12</td>
<td align="left">10</td>
</tr>
<tr>
<td align="left">College</td>
<td align="left">1</td>
<td align="left">2</td>
<td align="left">4</td>
</tr>
</tbody>
</table>
</table-wrap>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>
<bold>(A)</bold> Positive and <bold>(B)</bold> negative aspects regarding rehabilitation measures in 2008 and 2019. Bars are means; whiskers are 95% confidence intervals.</p>
</caption>
<graphic xlink:href="fenvs-10-921934-g007.tif"/>
</fig>
<p>Negative aspects were pointed out by fewer residents (&#x3c; 15%), however with lower values 10 years after the rehabilitation, indicating good results from the interventions. Local citizen perceptions improved regarding increased security 13 %&#x2013;3% in 2008 and 2019, respectively (<italic>X</italic>
<sup>2</sup> &#x3d; 16.35; df &#x3d; 1, <italic>p</italic> &#x3c; 0.0001). Some aspects showed no differences between the 2&#xa0;years: 3 % and 1.6% considered that road system worsened (2008 and 2019, respectively; <italic>X</italic>
<sup>2</sup> &#x3d; 0.566; df &#x3d; 1, <italic>p</italic> &#x3d; 0.452) and people circulation were a negative aspect to 1.3 % and 3%; (<italic>X</italic>
<sup>2</sup> &#x3d; 1.634; df &#x3d; 1, <italic>p</italic> &#x3d; 0.201). Other aspects were only mentioned after the interventions, such as the impact of construction disturbances (8%), the removal of neighbors and relatives (7%), and that drainage and sewage system problems had not been solved (5%).</p>
<p>In general, the acceptance of the interventions was and remains very high in 2019, with more than 83% approval by citizens, while 5% disapproved (<italic>X</italic>
<sup>2</sup> &#x3d; 166.23; df &#x3d; 2, <italic>p</italic> &#x3c; 0.0001). In addition, 65% of respondents said that the environmental problems were solved, 30% partially, which reinforces social acceptance (<italic>X</italic>
<sup>2</sup> &#x3d; 75.57; df &#x3d; 2, <italic>p</italic> &#x3c; 0.0001) (<xref ref-type="fig" rid="F8">Figure 8</xref>). Finally, the survey results show that the linear stream park was preferred by 58% in 2008, but it was preferred by 90% versus stream burial in 2019, showing there has been a significant increase in people who prefer the rehabilitated stream after 10 years of rehabilitation interventions (<italic>X</italic>
<sup>2</sup> &#x3d; 51.07; df &#x3d; 1, <italic>p</italic> &#x3c; 0.0001; <xref ref-type="fig" rid="F9">Figure 9</xref>).</p>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption>
<p>Acceptance of rehabilitation projects: <bold>(A)</bold> general evaluation and <bold>(B)</bold> if major environmental problems were solved.</p>
</caption>
<graphic xlink:href="fenvs-10-921934-g008.tif"/>
</fig>
<fig id="F9" position="float">
<label>FIGURE 9</label>
<caption>
<p>Preference by intervention type in 2008 and 2019.</p>
</caption>
<graphic xlink:href="fenvs-10-921934-g009.tif"/>
</fig>
</sec>
</sec>
<sec id="s4">
<title>4 Discussion</title>
<p>We aimed to assess whether the stream rehabilitation interventions carried out in Belo Horizonte in 2006&#x2013;2007 produced useful results 10&#xa0;years later. Significant improvements were found in water quality, in-stream habitat, riparian zones, and macroinvertebrate assemblages comparing pre- and post-interventions. However, the results remained below reference site conditions, indicating that &#x201c;restoration&#x201d; to natural conditions is unlikely, corroborating the idea that return to the natural state in an urbanized area is an unrealistic goal (<xref ref-type="bibr" rid="B33">Hughes et al., 2014b</xref>; <xref ref-type="bibr" rid="B18">da Silva and Porto, 2021</xref>). In this regard, it is important to align ecological expectations with reality (<xref ref-type="bibr" rid="B40">Loflen et al., 2016</xref>). The impacts of urban areas on streams result from multiple, complex, point- and diffuse- sources combined with natural annual and seasonal variability. Our sampling design, repeated at least four times annually over 16&#xa0;years, aimed to better diagnose this temporal variation; however, we observed insignificant intra- or inter-seasonal differences. This suggests that sampling once during the dry season should suffice for making ecological assessments such as ours, thereby reducing monitoring and assessment costs (<xref ref-type="bibr" rid="B36">Hughes and Peck, 2008</xref>; <xref ref-type="bibr" rid="B24">Fierro et al., 2021</xref>; <xref ref-type="bibr" rid="B15">Callisto et al., 2022</xref>; <xref ref-type="bibr" rid="B38">Kaufmann et al., 2022</xref>).</p>
<sec id="s4-1">
<title>4.1 Water quality</title>
<p>The implementation of sewage networks, garbage collection, streambank stabilization, and riparian vegetation recovery improved water quality to the degree that most indicators met most Brazilian national and state standards for Class 2 waters (<xref ref-type="bibr" rid="B11">Brazil, 2005</xref>; <xref ref-type="bibr" rid="B27">Minas Gerais, 2008</xref>). Those standards are deemed sufficient to protect aquatic communities, primary water-recreational activities, irrigation, aquaculture, and drinking water supply after conventional treatment. Reduced organic loads resulting from the rehabilitation interventions are verified by improved water quality indicator scores (<xref ref-type="bibr" rid="B64">Wantzen et al., 2019</xref>), including total phosphorus, nitrate, dissolved oxygen, turbidity, biochemical oxygen demand, and WQI. Four of those parameter values (pH, total phosphorus, turbidity, biochemical oxygen demand) did not differ significantly from those at reference sites (two of which are springs used for drinking water), indicating recovery of water quality for those parameters. However, total dissolved solids and water temperature, despite improvement, still exceed the desired limits. Water temperature and total dissolved solids concentrations are linked to surface runoff from the entire catchment, which is difficult to control without stormwater collection and treatment (<xref ref-type="bibr" rid="B53">Paul and Meyer, 2008</xref>; <xref ref-type="bibr" rid="B40">Loflen et al., 2016</xref>). Because of sewage collection, <italic>Escherichia coli</italic> and total dissolved solids now are related to surface runoff, which was not controlled in the rehabilitated sites, and which therefore lowered WQI scores. Achieving legal standards is a useful goal for rehabilitation projects (<xref ref-type="bibr" rid="B33">Hughes et al., 2014b</xref>); therefore, because Brazil lacks standards for physical habitat and aquatic assemblages (<xref ref-type="bibr" rid="B22">Feio et al., 2021</xref>), achieving water quality goals is a relevant outcome.</p>
<p>The <italic>Escherichia coli</italic> values were lower in early post-rehabilitation than in late post-rehabilitation, although they exceeded water quality standards in both cases as well as in pre-rehabilitation. Because <italic>Escherichia coli</italic> occur in the lower gastrointestinal tract of warm-blooded organisms, it would be useful to investigate whether the contamination in the latter post-rehabilitation phase is associated with increased incidence of animals attracted to the parks (<xref ref-type="bibr" rid="B61">Soller et al., 2010</xref>).</p>
</sec>
<sec id="s4-2">
<title>4.2 Stream and riparian physical habitat</title>
<p>Several studies point to the importance of stream and riparian habitat structure in the ecological rehabilitation of streams (<xref ref-type="bibr" rid="B5">Bernhardt et al., 2005</xref>; <xref ref-type="bibr" rid="B53">Paul and Meyer, 2008</xref>; <xref ref-type="bibr" rid="B33">Hughes et al., 2014b</xref>). Our physical habitat data indicate that the interventions only resulted in improvement from impaired to altered&#x2014;but well below reference condition (<xref ref-type="bibr" rid="B14">Callisto et al., 2002</xref>). It is noteworthy that some parameters related to the surroundings or the hydrological regime could not undergo major recovery because of the characteristics of consolidated urban areas (<xref ref-type="bibr" rid="B33">Hughes et al., 2014b</xref>; <xref ref-type="bibr" rid="B40">Loflen et al., 2016</xref>) and the markedly greater time usually required for recovering physical-habitat and flow-regime (which was not considered) than for water quality recovery (<xref ref-type="bibr" rid="B33">Hughes et al., 2014b</xref>).</p>
</sec>
<sec id="s4-3">
<title>4.3 Macroinvertebrate assemblage condition</title>
<p>Both physical habitat and water quality rehabilitation occurred to a greater degree than biological rehabilitation&#x2014;which did not approach reference conditions&#x2013;as has been reported by others (<xref ref-type="bibr" rid="B16">Charbonneau and Resh, 1992</xref>; <xref ref-type="bibr" rid="B59">Selvakumar et al., 2010</xref>; <xref ref-type="bibr" rid="B37">Kail et al., 2015</xref>; <xref ref-type="bibr" rid="B44">Macedo and Magalh&#xe3;es Jr., 2020</xref>). We observed improved macroinvertebrate assemblage composition and MMI scores over time, but we cannot state whether further improvement in biological conditions are possible because the urban catchments and migration/colonization barriers limit biological processes and MMI scores (<xref ref-type="bibr" rid="B8">Bond and Lake, 2003</xref>; <xref ref-type="bibr" rid="B2">Angold et al., 2006</xref>). Nonetheless, we found that use of an MMI, which combines and quantifies multiple measures of assemblage condition into a single indicator, provided a useful and easily communicated tool for expressing biological monitoring results over time as reported by <xref ref-type="bibr" rid="B62">Vadas et al. (2022)</xref>. In addition, MMI scores closely tracked the physical habitat index scores (<xref ref-type="fig" rid="F5">Figure 5</xref>), suggesting that further improvements in the latter may be more effective than further improvements in water quality. Our results also were similar to several other studies dealing with urban rehabilitation projects in Global North countries, which showed varied biological results, with only 5%&#x2013;20% showing significant biological improvements (<xref ref-type="bibr" rid="B1">Al-Zankana et al., 2020</xref>). Those results were not always revealed by richness and diversity indices, rather, they were shown by relative abundances or taxonomic composition (<xref ref-type="bibr" rid="B52">Palmer et al., 2014</xref>; <xref ref-type="bibr" rid="B37">Kail et al., 2015</xref>). This expectation of varied responses reinforces the need to use multimetric indices in the evaluation of rehabilitation projects, because they present the response of multiple attributes of assemblages (<xref ref-type="bibr" rid="B15">Callisto et al., 2022</xref>). Regarding our family level identification, in the Neotropics, it is usually the highest possible taxonomic resolution to be achieved for many taxa, because of the huge biodiversity and limited taxonomic knowledge for most groups (<xref ref-type="bibr" rid="B30">Helson and Williams, 2013</xref>). Even when identification to a finer level is possible, it is often too work-intensive to be used in biomonitoring programs (<xref ref-type="bibr" rid="B45">Martins et al., 2022</xref>). In fact, many studies have shown that family level identification is able to attain the same accuracy as lower taxonomic level identifications in both biomonitoring and ecological studies (<xref ref-type="bibr" rid="B4">Bailey et al., 2001</xref>; <xref ref-type="bibr" rid="B13">Buss and Vitorino, 2010</xref>; <xref ref-type="bibr" rid="B60">Silva et al., 2016</xref>).</p>
</sec>
<sec id="s4-4">
<title>4.4 Citizen perceptions</title>
<p>Although ecological conditions were not restored to natural conditions, we found that the interventions, especially the installation of riparian parks and sewage treatment, were viewed positively by citizens neighboring the stream sites. Furthermore, the results indicated that those people favored those options over stream burial, which is widely employed in large Brazilian cities. This indicates that those rehabilitation options can provide important ecosystem services, in addition to improving ecological and biological conditions (<xref ref-type="bibr" rid="B57">Ranta et al., 2021</xref>). Because the three stream sites had similar sociodemographic characteristics, we analyzed the data from the surroundings of the three urban parks together.</p>
<p>Despite being widely neglected in the evaluation of rehabilitation projects (<xref ref-type="bibr" rid="B28">Guida-Johnson and Zuleta, 2017</xref>), citizen perceptions are vitally important because they reveal taxpayer support or opposition regarding intervention operations over time (<xref ref-type="bibr" rid="B6">Bernhardt and Palmer, 2007</xref>). Furthermore, citizen support for ecosystem services stimulates more interventions of particular types. In Global North countries, wastewater infrastructure has been widely implemented (<xref ref-type="bibr" rid="B18">da Silva and Porto, 2021</xref>); but in Brazil industrial and municipal wastewater pollution is widespread in urban areas. Therefore, wastewater treatment was initially the most pertinent intervention for the local Belo Horizonte population, but subsequently parks became the preferred intervention.</p>
</sec>
<sec id="s4-5">
<title>4.5 Ecosystem services and management</title>
<p>Rehabilitated streams also showed improvement in the provision of ecosystem services in urban areas (<xref ref-type="bibr" rid="B57">Ranta et al., 2021</xref>). The creation of parks provides public use for recreation, which clearly provides cultural services related to mental and physical health and environmental education (<xref ref-type="bibr" rid="B65">Zhang et al., 2017</xref>). In addition, the rehabilitation of the floodplain-streambed system improves infiltration conditions, aquifer recharge and sediment and flood control (<xref ref-type="bibr" rid="B49">Mould and Fryirs, 2018</xref>), a fact perceived by the local citizen population. The current water quality could provide the service of public supply through simple treatment, even if in practice the quantity of water does not allow the feasibility of an action like this.</p>
<p>Our study reinforces the need for long-term monitoring of rehabilitation actions, which despite its importance, represents a major gap in rehabilitation projects (<xref ref-type="bibr" rid="B32">Hughes et al., 2014a</xref>,<xref ref-type="bibr" rid="B33">b</xref>; <xref ref-type="bibr" rid="B1">Al-Zankana et al., 2020</xref>; <xref ref-type="bibr" rid="B20">dos Reis Oliveira et al., 2020</xref>). It is also important to note that legislation has been a major motivator for environmental rehabilitation globally (<xref ref-type="bibr" rid="B22">Feio et al., 2021</xref>). Brazil has environmental laws that protect riparian vegetation (<xref ref-type="bibr" rid="B10">Brazil, 2012</xref>) and chemical and physical water quality standards for rivers, streams and lakes (<xref ref-type="bibr" rid="B11">Brazil, 2005</xref>), but neither mandates the rehabilitation of freshwater biological conditions. Considering the high monetary value of urban land, rehabilitation interventions are a great challenge, so legal instruments that encourage protecting, rehabilitating, and monitoring streams are essential (<xref ref-type="bibr" rid="B18">da Silva and Porto, 2021</xref>).</p>
</sec>
</sec>
<sec id="s5">
<title>5 Conclusion</title>
<p>Over the past 10&#x2b; years since the rehabilitation measures were implemented, the sites have remained in markedly better ecological condition, including persistence following annual freshets. Nonetheless, we expect that periodic monitoring and maintenance measures must be employed to ensure rehabilitation effectiveness and persistence. Continued communication with local landowners will be critical for meeting these concerns.</p>
<p>This study contributes data and critical multi-tool information about the relevance of environmental rehabilitation of stream sites in the third largest Brazilian metropolis. We hope these results support more appropriate options for managing urban streams in the Global South than hardening, channelization, and burial. As shown, linear riparian parks and sewage collection and treatment not only offer multiple ecosystem services for human beings, they also improve ecological and biological conditions of urban streams.</p>
<p>Future studies might explore three additional avenues. (1) We could evaluate the three stream sites separately to determine possible differences in degrees of recovery considering the pre rehabilitation condition. (2) It could be useful to determine whether rehabilitated streams in Brazilian urban areas can provide ecosystem services comparable to other urban protected areas without a history of substantial degradation. (3) We should use functional ecosystem processes (e.g., primary production, leaf breakdown, sediment transportation and deposition, benthic bioindicators functional diversity indices), to assess the recovery process of urban streams along a gradient of anthropogenic disturbance.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s6">
<title>Data availability statement</title>
<p>The datasets presented in this study can be found in online repositories. The name of the repository and accession number can be found below: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.5281/zenodo.6465160">https://doi.org/10.5281/zenodo.6465160</ext-link>.</p>
</sec>
<sec id="s7">
<title>Ethics statement</title>
<p>The studies involving human participants were reviewed and approved by Universidade Federal de Minas Gerais&#x2019; research ethics committee (COEP-UFMG). The participants provided their written informed consent to participate in this study.</p>
</sec>
<sec id="s8">
<title>Author contributions</title>
<p>DRM and MC conceived the study. DRM, MC, BMLR, MR-N, and JSS conducted field work. DRM, MC, MSL, BMLR, MR-N, and JSS performed the analyses. DRM wrote the manuscript with contributions from MC, MSL, and RMH. All authors reviewed the manuscript and approved the final version.</p>
</sec>
<sec id="s9">
<title>Funding</title>
<p>This research was supported by the Funda&#xe7;&#xe3;o de Amparo &#xe0; Pesquisa do Estado de Minas Gerais &#x2013; FAPEMIG (APQ-01432-17 to DRM, and PPM-00104-18 to MC), Programa de Pesquisa e Desenvolvimento of Companhia Energ&#xe9;tica de Minas Gerais (CEMIG) P&#x26;D Aneel (Cemig GT- 599); Conselho Nacional de Desenvolvimento Cient&#xed;fico e Tecnol&#xf3;gico (CNPq; research productivity grants 304060/2020-8 and 309763/2020-7 to MC and DRM); Coordena&#xe7;&#xe3;o de Aperfei&#xe7;oamento de Pessoal de N&#xed;vel Superior (CAPES)&#x2014;Finance Code 001; Fulbright-Brazil to RMH; and Projeto Manuelz&#xe3;o/UFMG.</p>
</sec>
<ack>
<p>We are grateful to Isaac Medeiros, Alfredo Costa, Brenner Rodrigues, and Paulo Eduardo Borges for applying the 2008 questionnaires and to Larissa Carvalho and Victor Brey-Gil for doing so in 2019. Collegues from the Laborat&#xf3;rio de Ecologia de Bentos UFMG, mainly Juliana Fran&#xe7;a, Wander Ribeiro, Pablo Moreno, Ivan Monteiro, Aline Paz, Lurdemar Tavares, and Ana Paula Eller, assisted with field collections and laboratory work from 2003 to 2011. We appreciate the critical reviews of two anonymous reviewers.</p>
</ack>
<sec sec-type="COI-statement" id="s10">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="s11">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s12">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fenvs.2022.921934/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fenvs.2022.921934/full&#x23;supplementary-material</ext-link>
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<ref-list>
<title>References</title>
<ref id="B1">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Al-Zankana</surname>
<given-names>A. F. A.</given-names>
</name>
<name>
<surname>Matheson</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Harper</surname>
<given-names>D. M.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>How strong is the evidence &#x2013; based on macroinvertebrate community responses &#x2013; that river restoration works?</article-title> <source>Ecohydrol. Hydrobiology</source> <volume>20</volume>, <fpage>196</fpage>&#x2013;<lpage>214</lpage>. <pub-id pub-id-type="doi">10.1016/j.ecohyd.2019.11.001</pub-id> </citation>
</ref>
<ref id="B2">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Angold</surname>
<given-names>P. G.</given-names>
</name>
<name>
<surname>Sadler</surname>
<given-names>J. P.</given-names>
</name>
<name>
<surname>Hill</surname>
<given-names>M. O.</given-names>
</name>
<name>
<surname>Pullin</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Rushton</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Austin</surname>
<given-names>K.</given-names>
</name>
<etal/>
</person-group> (<year>2006</year>). <article-title>Biodiversity in urban habitat patches</article-title>. <source>Sci. Total Environ.</source> <volume>360</volume>, <fpage>196</fpage>&#x2013;<lpage>204</lpage>. <pub-id pub-id-type="doi">10.1016/j.scitotenv.2005.08.035</pub-id> </citation>
</ref>
<ref id="B3">
<citation citation-type="book">
<collab>APHA &#x2013; American Public Health Association</collab> (<year>2005</year>). <source>Standard methods for the examination of water and wastewater</source>. <edition>21th ed.</edition> <publisher-loc>Washington, DC</publisher-loc>: <publisher-name>American Public Health Association</publisher-name>. </citation>
</ref>
<ref id="B4">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bailey</surname>
<given-names>R. C.</given-names>
</name>
<name>
<surname>Norris</surname>
<given-names>R. H.</given-names>
</name>
<name>
<surname>Reynoldson</surname>
<given-names>T. B.</given-names>
</name>
</person-group> (<year>2001</year>). <article-title>Taxonomic resolution of benthic macroinvertebrate communities in bioassessments</article-title>. <source>J. North Am. Benthol. Soc.</source> <volume>20</volume>, <fpage>280</fpage>&#x2013;<lpage>286</lpage>. <pub-id pub-id-type="doi">10.2307/1468322</pub-id> </citation>
</ref>
<ref id="B5">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bernhardt</surname>
<given-names>E. S.</given-names>
</name>
<name>
<surname>Palmer</surname>
<given-names>M. A.</given-names>
</name>
<name>
<surname>Allan</surname>
<given-names>J. D.</given-names>
</name>
<name>
<surname>Alexander</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Barnas</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Brooks</surname>
<given-names>S.</given-names>
</name>
<etal/>
</person-group> (<year>2005</year>). <article-title>Synthesizing U.S. river restoration efforts</article-title>. <source>Science</source> <volume>308</volume>, <fpage>636</fpage>&#x2013;<lpage>637</lpage>. <pub-id pub-id-type="doi">10.1126/science.1109769</pub-id> </citation>
</ref>
<ref id="B6">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bernhardt</surname>
<given-names>E. S.</given-names>
</name>
<name>
<surname>Palmer</surname>
<given-names>M. A.</given-names>
</name>
</person-group> (<year>2007</year>). <article-title>Restoring streams in an urbanizing world</article-title>. <source>Freshw. Biol.</source> <volume>52</volume>, <fpage>738</fpage>&#x2013;<lpage>751</lpage>. <pub-id pub-id-type="doi">10.1111/j.1365-2427.2006.01718.x</pub-id> </citation>
</ref>
<ref id="B7">
<citation citation-type="book">
<collab>BID &#x2013; Banco Interamericano de Desarrollo</collab> (<year>2008</year>). <source>Programa de recuperaci&#xf3;n ambiental de Belo Horizonte (Drenurbs): Propuesta de pr&#xe9;stamo</source>. <publisher-loc>Washington, DC</publisher-loc>: <publisher-name>Banco Interamericano de Desarrollo</publisher-name>. </citation>
</ref>
<ref id="B8">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bond</surname>
<given-names>N. R.</given-names>
</name>
<name>
<surname>Lake</surname>
<given-names>P. S.</given-names>
</name>
</person-group> (<year>2003</year>). <article-title>Local habitat restoration in streams: Constraints on the effectiveness of restoration for stream biota</article-title>. <source>Ecol. Manage. Restor.</source> <volume>4</volume>, <fpage>193</fpage>&#x2013;<lpage>198</lpage>. <pub-id pub-id-type="doi">10.1046/j.1442-8903.2003.00156.x</pub-id> </citation>
</ref>
<ref id="B9">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Box</surname>
<given-names>G. E. P.</given-names>
</name>
<name>
<surname>Cox</surname>
<given-names>D. R.</given-names>
</name>
</person-group> (<year>1964</year>). <article-title>An analysis of transformations</article-title>. <source>J. R. Stat. Soc. Ser. B</source> <volume>26</volume>, <fpage>211</fpage>&#x2013;<lpage>243</lpage>. <pub-id pub-id-type="doi">10.1111/j.2517-6161.1964.tb00553.x</pub-id> </citation>
</ref>
<ref id="B10">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Brazil</surname>
</name>
</person-group> (<year>2012</year>). <source>Lei n<sup>o</sup> 12.651, de 25 de maio de 2012. Disp&#xf5;e sobre a prote&#xe7;&#xe3;o da vegeta&#xe7;&#xe3;o nativa; altera as Leis nos 6.938, de 31 de agosto de 1981, 9.393, de 19 de dezembro de 1996, e 11.428, de 22 de dezembro de 2006; revoga as Leis nos 4.771, de 15 de setembro de 1965, e 7.754, de 14 de abril de 1989, e d&#xe1; outras provid&#xea;ncias</source>
<comment>. <ext-link ext-link-type="uri" xlink:href="http://www.planalto.gov.br/ccivil_03/_ato2011-2014/2012/lei/l12651.htm">http://www.planalto.gov.br/ccivil_03/_ato2011-2014/2012/lei/l12651.htm</ext-link> (Accessed June 06, 2022)</comment>. </citation>
</ref>
<ref id="B11">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Brazil</surname>
</name>
</person-group> (<year>2005</year>). <source>Resolu&#xe7;&#xe3;o do Conselho Nacional do Meio Ambiente n<sup>o</sup> 357. de 17 de marco de 2005 Disp&#xf5;e sobre a classifica&#xe7;&#xe3;o dos corpos de &#xe1;gua e diretrizes ambientais para o seu enquadramento, bem como estabelece as condi&#xe7;&#xf5;es e padr&#xf5;es de lan&#xe7;amento de efluentes, e d&#xe1; outras provid&#xea;ncias </source>
<comment>. <ext-link ext-link-type="uri" xlink:href="http://pnqa.ana.gov.br/Publicacao/RESOLUCAO_CONAMA_n_357.pdf">http://pnqa.ana.gov.br/Publicacao/RESOLUCAO_CONAMA_n_357.pdf</ext-link> (Accessed April 16, 2022)</comment>. </citation>
</ref>
<ref id="B12">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Brierley</surname>
<given-names>G. J.</given-names>
</name>
<name>
<surname>Fryirs</surname>
<given-names>K.</given-names>
</name>
</person-group> (<year>2000</year>). <article-title>River styles, a geomorphic approach to catchment characterization: Implications for river rehabilitation in bega catchment, new South wales, Australia</article-title>. <source>Environ. Manage.</source> <volume>25</volume>, <fpage>661</fpage>&#x2013;<lpage>679</lpage>. <pub-id pub-id-type="doi">10.1007/s002670010052</pub-id> </citation>
</ref>
<ref id="B13">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Buss</surname>
<given-names>D. F.</given-names>
</name>
<name>
<surname>Vitorino</surname>
<given-names>A. S.</given-names>
</name>
</person-group> (<year>2010</year>). <article-title>Rapid Bioassessment Protocols using benthic macroinvertebrates in Brazil: Evaluation of taxonomic sufficiency</article-title>. <source>J. North Am. Benthol. Soc.</source> <volume>29</volume>, <fpage>562</fpage>&#x2013;<lpage>571</lpage>. <pub-id pub-id-type="doi">10.1899/09-095.1</pub-id> </citation>
</ref>
<ref id="B14">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Callisto</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Ferreira</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Moreno</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Goulart</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Petrucio</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2002</year>). <article-title>Aplica&#xe7;&#xe3;o de um protocolo de avalia&#xe7;&#xe3;o r&#xe1;pida da diversidade de habitats em atividades de ensino e pesquisa (MG-RJ)</article-title>. <source>Acta Limnol. Bras.</source> <volume>14</volume>, <fpage>91</fpage>&#x2013;<lpage>98</lpage>. </citation>
</ref>
<ref id="B15">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Callisto</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Massara</surname>
<given-names>R. L.</given-names>
</name>
<name>
<surname>Linares</surname>
<given-names>M. S.</given-names>
</name>
<name>
<surname>Hughes</surname>
<given-names>R. M.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Benthic macroinvertebrate assemblages detect the consequences of a sewage spill: A case study of a South American environmental challenge</article-title>. <source>Limnology</source> <volume>23</volume>, <fpage>181</fpage>&#x2013;<lpage>194</lpage>. <pub-id pub-id-type="doi">10.1007/s10201-021-00680-0</pub-id> </citation>
</ref>
<ref id="B16">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Charbonneau</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Resh</surname>
<given-names>V. H.</given-names>
</name>
</person-group> (<year>1992</year>). <article-title>Strawberry creek on the University of California, Berkeley Campus: A case history of urban stream restoration</article-title>. <source>Aquat. Conserv.</source> <volume>2</volume>, <fpage>293</fpage>&#x2013;<lpage>307</lpage>. <pub-id pub-id-type="doi">10.1002/aqc.3270020402</pub-id> </citation>
</ref>
<ref id="B17">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Costa</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Ide</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Simonka</surname>
<given-names>C. E.</given-names>
</name>
</person-group> (<year>2006</year>). <source>Insetos Imaturos &#x2013; metamorfose e identifica&#xe7;&#xe3;o. Ribeir&#xe3;o Preto</source>. <publisher-loc>Brazil</publisher-loc>: <publisher-name>Holos</publisher-name>. </citation>
</ref>
<ref id="B18">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Da Silva</surname>
<given-names>J. C. de A.</given-names>
</name>
<name>
<surname>Porto</surname>
<given-names>M. F. do A.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Urban Brazilian watersheds: When to opt for restoration, revitalisation or recovery</article-title>. <source>Proc. Institution Civ. Eng. - Water Manag.</source> <volume>174</volume>, <fpage>70</fpage>&#x2013;<lpage>83</lpage>. <pub-id pub-id-type="doi">10.1680/jwama.18.00080</pub-id> </citation>
</ref>
<ref id="B19">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Davis</surname>
<given-names>N. M.</given-names>
</name>
<name>
<surname>Weaver</surname>
<given-names>V.</given-names>
</name>
<name>
<surname>Parks</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Lydy</surname>
<given-names>M. J.</given-names>
</name>
</person-group> (<year>2003</year>). <article-title>An assessment of water quality, physical habitat, and biological integrity of an urban stream in Wichita, Kansas, prior to restoration improvements (phase I)</article-title>. <source>Arch. Environ. Contam. Toxicol.</source> <volume>44</volume>, <fpage>351</fpage>&#x2013;<lpage>359</lpage>. <pub-id pub-id-type="doi">10.1007/s00244-002-2043-0</pub-id> </citation>
</ref>
<ref id="B20">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Dos Reis Oliveira</surname>
<given-names>P. C.</given-names>
</name>
<name>
<surname>van der Geest</surname>
<given-names>H. G.</given-names>
</name>
<name>
<surname>Kraak</surname>
<given-names>M. H. S.</given-names>
</name>
<name>
<surname>Westveer</surname>
<given-names>J. J.</given-names>
</name>
<name>
<surname>Verdonschot</surname>
<given-names>R. C. M.</given-names>
</name>
<name>
<surname>Verdonschot</surname>
<given-names>P. F. M.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Over forty years of lowland stream restoration: Lessons learned?</article-title> <source>J. Environ. Manage.</source> <volume>264</volume>, <fpage>110417</fpage>. <pub-id pub-id-type="doi">10.1016/j.jenvman.2020.110417</pub-id> </citation>
</ref>
<ref id="B21">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Feio</surname>
<given-names>M. J.</given-names>
</name>
<name>
<surname>Ferreira</surname>
<given-names>W. R.</given-names>
</name>
<name>
<surname>Macedo</surname>
<given-names>D. R.</given-names>
</name>
<name>
<surname>Eller</surname>
<given-names>A. P.</given-names>
</name>
<name>
<surname>Alves</surname>
<given-names>C. B. M.</given-names>
</name>
<name>
<surname>Fran&#xe7;a</surname>
<given-names>J. S.</given-names>
</name>
<etal/>
</person-group> (<year>2015</year>). <article-title>Defining and testing targets for the recovery of tropical streams based on macroinvertebrate communities and abiotic conditions</article-title>. <source>River Res. Appl.</source> <volume>31</volume>, <fpage>70</fpage>&#x2013;<lpage>84</lpage>. <pub-id pub-id-type="doi">10.1002/rra.2716</pub-id> </citation>
</ref>
<ref id="B22">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Feio</surname>
<given-names>M. J.</given-names>
</name>
<name>
<surname>Hughes</surname>
<given-names>R. M.</given-names>
</name>
<name>
<surname>Callisto</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Nichols</surname>
<given-names>S. J.</given-names>
</name>
<name>
<surname>Odume</surname>
<given-names>O. N.</given-names>
</name>
<name>
<surname>Quintella</surname>
<given-names>B. R.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>The biological assessment and rehabilitation of the world&#x2019;s rivers: An overview</article-title>. <source>Water</source> <volume>13</volume>, <fpage>371</fpage>. <pub-id pub-id-type="doi">10.3390/w13030371</pub-id> </citation>
</ref>
<ref id="B23">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Fern&#xe1;ndez</surname>
<given-names>H. R. R.</given-names>
</name>
<name>
<surname>Dom&#xed;nguez</surname>
<given-names>E.</given-names>
</name>
</person-group> (<year>2001</year>). <source>Guia para la determinaci&#xf3;n de los artr&#xf3;podos bent&#xf4;nicos sudamericanos</source>. <publisher-loc>Argentina</publisher-loc>: <publisher-name>Universidad Nacional de Tucum&#xe1;n</publisher-name>. </citation>
</ref>
<ref id="B24">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Fierro</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Hughes</surname>
<given-names>R. M.</given-names>
</name>
<name>
<surname>Valdovinos</surname>
<given-names>C.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Temporal variability of macroinvertebrate assemblages in a Mediterranean Coastal stream: Implications for bioassessment</article-title>. <source>Neotrop. Entomol.</source> <volume>50</volume>, <fpage>873</fpage>&#x2013;<lpage>885</lpage>. <pub-id pub-id-type="doi">10.1007/s13744-021-00900-3</pub-id> </citation>
</ref>
<ref id="B25">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Findlay</surname>
<given-names>S. J.</given-names>
</name>
<name>
<surname>Taylor</surname>
<given-names>M. P.</given-names>
</name>
</person-group> (<year>2006</year>). <article-title>Why rehabilitate urban river systems?</article-title> <source>Area</source> <volume>38</volume>, <fpage>312</fpage>&#x2013;<lpage>325</lpage>. <pub-id pub-id-type="doi">10.1111/j.1475-4762.2006.00696.x</pub-id> </citation>
</ref>
<ref id="B26">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Fran&#xe7;a</surname>
<given-names>J. S.</given-names>
</name>
<name>
<surname>Solar</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Hughes</surname>
<given-names>R. M.</given-names>
</name>
<name>
<surname>Callisto</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Student monitoring of the ecological quality of neotropical urban streams</article-title>. <source>Ambio</source> <volume>48</volume>, <fpage>867</fpage>&#x2013;<lpage>878</lpage>. <pub-id pub-id-type="doi">10.1007/s13280-018-1122-z</pub-id> </citation>
</ref>
<ref id="B27">
<citation citation-type="web">
<person-group person-group-type="author">
<collab>Minas Gerais</collab>
</person-group> (<year>2008</year>). <source>Delibera&#xe7;&#xe3;o normativa conjunta COPAM/CERH-MG n<sup>o</sup> 1 de 05 de maio de 2008</source>
<comment>. <ext-link ext-link-type="uri" xlink:href="http://www.siam.mg.gov.br/sla/download.pdf?idNorma=8151">http://www.siam.mg.gov.br/sla/download.pdf?idNorma&#x003D;8151</ext-link> (Accessed August 9, 2022)</comment>.</citation>
</ref>
<ref id="B28">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Guida-Johnson</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Zuleta</surname>
<given-names>G. A.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Riparian rehabilitation planning in an urban&#x2013;rural gradient: Integrating social needs and ecological conditions</article-title>. <source>Ambio</source> <volume>46</volume>, <fpage>578</fpage>&#x2013;<lpage>587</lpage>. <pub-id pub-id-type="doi">10.1007/s13280-016-0857-7</pub-id> </citation>
</ref>
<ref id="B29">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Hamada</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Nessimian</surname>
<given-names>J. L.</given-names>
</name>
<name>
<surname>Querino</surname>
<given-names>R. B.</given-names>
</name>
</person-group> (<year>2014</year>). <source>Insetos aqu&#xe1;ticos na amaz&#xf4;nia brasileira: Taxonomia, biologia e ecologia</source>. <publisher-loc>Manaus, Brazil</publisher-loc>: <publisher-name>Editora do INPA</publisher-name>. </citation>
</ref>
<ref id="B30">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Helson</surname>
<given-names>J. E.</given-names>
</name>
<name>
<surname>Williams</surname>
<given-names>D. D.</given-names>
</name>
</person-group> (<year>2013</year>). <article-title>Development of a macroinvertebrate multimetric index for the assessment of low-land streams in the neotropics</article-title>. <source>Ecol. Indic.</source> <volume>29</volume>, <fpage>167</fpage>&#x2013;<lpage>178</lpage>. <pub-id pub-id-type="doi">10.1016/j.ecolind.2012.12.030</pub-id> </citation>
</ref>
<ref id="B31">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hong</surname>
<given-names>C. Y.</given-names>
</name>
<name>
<surname>Chang</surname>
<given-names>H.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Residents&#x2019; perception of flood risk and urban stream restoration using multi-criteria decision analysis</article-title>. <source>River Res. Appl.</source> <volume>36</volume>, <fpage>2078</fpage>&#x2013;<lpage>2088</lpage>. <pub-id pub-id-type="doi">10.1002/rra.3728</pub-id> </citation>
</ref>
<ref id="B32">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hughes</surname>
<given-names>R. M.</given-names>
</name>
<name>
<surname>Dunham</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Maas-Hebner</surname>
<given-names>K. G.</given-names>
</name>
<name>
<surname>Yeakley</surname>
<given-names>J. A.</given-names>
</name>
<name>
<surname>Harte</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Molina</surname>
<given-names>N.</given-names>
</name>
<etal/>
</person-group> (<year>2014a</year>). <article-title>A review of urban water body challenges and approaches: (2) mitigating effects of future urbanization</article-title>. <source>Fisheries</source> <volume>39</volume>, <fpage>30</fpage>&#x2013;<lpage>40</lpage>. <pub-id pub-id-type="doi">10.1080/03632415.2014.866507</pub-id> </citation>
</ref>
<ref id="B33">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hughes</surname>
<given-names>R. M.</given-names>
</name>
<name>
<surname>Dunham</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Maas-Hebner</surname>
<given-names>K. G.</given-names>
</name>
<name>
<surname>Yeakley</surname>
<given-names>J. A.</given-names>
</name>
<name>
<surname>Schreck</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Harte</surname>
<given-names>M.</given-names>
</name>
<etal/>
</person-group> (<year>2014b</year>). <article-title>A review of urban water body challenges and approaches: (1) rehabilitation and remediation</article-title>. <source>Fisheries</source> <volume>39</volume>, <fpage>18</fpage>&#x2013;<lpage>29</lpage>. <pub-id pub-id-type="doi">10.1080/03632415.2013.836500</pub-id> </citation>
</ref>
<ref id="B34">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Hughes</surname>
<given-names>R. M.</given-names>
</name>
</person-group> (<year>2019</year>). &#x201c;<article-title>Ecological integrity: Conceptual foundations and applications</article-title>,&#x201d; in <source>Oxford bibliographies in environmental science</source>. Editor <person-group person-group-type="editor">
<name>
<surname>Wohl</surname>
<given-names>E.</given-names>
</name>
</person-group> (<publisher-loc>New York, New York</publisher-loc>: <publisher-name>Oxford University Press</publisher-name>). <pub-id pub-id-type="doi">10.1093/OBO/9780199363445-0113</pub-id> </citation>
</ref>
<ref id="B35">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hughes</surname>
<given-names>R. M.</given-names>
</name>
<name>
<surname>Howlin</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Kaufmann</surname>
<given-names>P. R.</given-names>
</name>
</person-group> (<year>2004</year>). <article-title>A biointegrity index (IBI) for coldwater streams of Western Oregon and Washington</article-title>. <source>Trans. Am. Fish. Soc.</source> <volume>133</volume>, <fpage>1497</fpage>&#x2013;<lpage>1515</lpage>. <pub-id pub-id-type="doi">10.1577/T03-146.1</pub-id> </citation>
</ref>
<ref id="B36">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hughes</surname>
<given-names>R. M.</given-names>
</name>
<name>
<surname>Peck</surname>
<given-names>D. V.</given-names>
</name>
</person-group> (<year>2008</year>). <article-title>Acquiring data for large aquatic resource surveys: The art of compromise among science, logistics, and reality</article-title>. <source>J. North Am. Benthol. Soc.</source> <volume>27</volume>, <fpage>837</fpage>&#x2013;<lpage>859</lpage>. <pub-id pub-id-type="doi">10.1899/08-028.1</pub-id> </citation>
</ref>
<ref id="B37">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kail</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Brabec</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Poppe</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Januschke</surname>
<given-names>K.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>The effect of river restoration on fish, macroinvertebrates and aquatic macrophytes: A meta-analysis</article-title>. <source>Ecol. Indic.</source> <volume>58</volume>, <fpage>311</fpage>&#x2013;<lpage>321</lpage>. <pub-id pub-id-type="doi">10.1016/j.ecolind.2015.06.011</pub-id> </citation>
</ref>
<ref id="B38">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kaufmann</surname>
<given-names>P. R.</given-names>
</name>
<name>
<surname>Hughes</surname>
<given-names>R. M.</given-names>
</name>
<name>
<surname>Paulsen</surname>
<given-names>S. G.</given-names>
</name>
<name>
<surname>Peck</surname>
<given-names>D. V.</given-names>
</name>
<name>
<surname>Seeliger</surname>
<given-names>C. W.</given-names>
</name>
<name>
<surname>Weber</surname>
<given-names>M. H.</given-names>
</name>
<etal/>
</person-group> (<year>2022</year>). <article-title>Physical habitat in conterminous US streams and rivers, Part 1: Geoclimatic controls and anthropogenic alteration</article-title>. <source>Ecol. Indic.</source> <volume>141</volume>, <fpage>109046</fpage>. <pub-id pub-id-type="doi">10.1016/j.ecolind.2022.109046</pub-id> </citation>
</ref>
<ref id="B39">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Larned</surname>
<given-names>S. T.</given-names>
</name>
<name>
<surname>Suren</surname>
<given-names>A. M.</given-names>
</name>
<name>
<surname>Flanagan</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Biggs</surname>
<given-names>B. J. F.</given-names>
</name>
<name>
<surname>Riis</surname>
<given-names>T.</given-names>
</name>
</person-group> (<year>2006</year>). <article-title>Macrophytes in urban stream rehabilitation: Establishment, ecological effects, and public perception</article-title>. <source>Restor. Ecol.</source> <volume>14</volume>, <fpage>429</fpage>&#x2013;<lpage>440</lpage>. <pub-id pub-id-type="doi">10.1111/j.1526-100X.2006.00151.x</pub-id> </citation>
</ref>
<ref id="B40">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Loflen</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Hettesheimer</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Busse</surname>
<given-names>L. B.</given-names>
</name>
<name>
<surname>Watanabe</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Gersberg</surname>
<given-names>R. M.</given-names>
</name>
<name>
<surname>L&#xfc;deritz</surname>
<given-names>V.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Inadequate monitoring and inappropriate project goals: A case study on the determination of success for the forester creek improvement project</article-title>. <source>Ecol. Restor.</source> <volume>34</volume>, <fpage>124</fpage>&#x2013;<lpage>134</lpage>. <pub-id pub-id-type="doi">10.3368/er.34.2.124</pub-id> </citation>
</ref>
<ref id="B41">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Macedo</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Callisto</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Magalh&#xe3;es</surname>
<given-names>A. P.</given-names>
<suffix>Jr</suffix>
</name>
</person-group> (<year>2011</year>). <article-title>Restaura&#xe7;&#xe3;o de cursos d&#x2019;&#xe1;gua em &#xe1;reasurbanizadas: Perspectivas para a realidade brasileira</article-title>. <source>Rev. Bras. Recur. H&#xed;dricos</source> <volume>16</volume>, <fpage>127</fpage>&#x2013;<lpage>139</lpage>. <pub-id pub-id-type="doi">10.21168/rbrh.v16n3.p127-139</pub-id> </citation>
</ref>
<ref id="B42">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Macedo</surname>
<given-names>D. R.</given-names>
</name>
<name>
<surname>Hughes</surname>
<given-names>R. M.</given-names>
</name>
<name>
<surname>Ferreira</surname>
<given-names>W. R.</given-names>
</name>
<name>
<surname>Firmiano</surname>
<given-names>K. R.</given-names>
</name>
<name>
<surname>Silva</surname>
<given-names>D. R. O.</given-names>
</name>
<name>
<surname>Ligeiro</surname>
<given-names>R.</given-names>
</name>
<etal/>
</person-group> (<year>2016</year>). <article-title>Development of a benthic macroinvertebrate multimetric index (MMI) for Neotropical Savanna headwater streams</article-title>. <source>Ecol. Indic.</source> <volume>64</volume>, <fpage>132</fpage>&#x2013;<lpage>141</lpage>. <pub-id pub-id-type="doi">10.1016/j.ecolind.2015.12.019</pub-id> </citation>
</ref>
<ref id="B43">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Macedo</surname>
<given-names>D. R.</given-names>
</name>
<name>
<surname>Magalh&#xe3;es</surname>
<given-names>A. P.</given-names>
<suffix>Jr</suffix>
</name>
</person-group> (<year>2011</year>). <article-title>Percep&#xe7;&#xe3;o social no programa de restaura&#xe7;&#xe3;o de cursos d&#x2019;&#xe1;gua urbanos em Belo Horizonte</article-title>. <source>Soc. Nat.</source> <volume>23</volume>, <fpage>51</fpage>&#x2013;<lpage>63</lpage>. <pub-id pub-id-type="doi">10.1590/S1982-45132011000100005</pub-id> </citation>
</ref>
<ref id="B44">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Macedo</surname>
<given-names>D. R.</given-names>
</name>
<name>
<surname>Magalh&#xe3;es</surname>
<given-names>A. P.</given-names>
<suffix>Jr.</suffix>
</name>
</person-group> (<year>2020</year>). &#x201c;<article-title>Restaura&#xe7;&#xe3;o e Reabilita&#xe7;&#xe3;o de Cursos d&#x2019;&#xc1;gua</article-title>,&#x201d; in <source>Hidrogeomorfologia: Formas, Processos e Registros Sedimentares Fluviais</source>. Editors <person-group person-group-type="editor">
<name>
<surname>Magalh&#xe3;es</surname>
<given-names>A. P.</given-names>
<suffix>Jr.</suffix>
</name>
<name>
<surname>Barros</surname>
<given-names>L. F.</given-names>
</name>
</person-group> (<publisher-loc>Rio de Janeiro, Brazil</publisher-loc>: <publisher-name>Bertrand Brasil</publisher-name>), <fpage>17</fpage>&#x2013;<lpage>28</lpage>. </citation>
</ref>
<ref id="B45">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Martins</surname>
<given-names>R. T.</given-names>
</name>
<name>
<surname>Brito</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Dias-Silva</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Leal</surname>
<given-names>C. G.</given-names>
</name>
<name>
<surname>Leit&#xe3;o</surname>
<given-names>R. P.</given-names>
</name>
<name>
<surname>Oliveira</surname>
<given-names>V. C.</given-names>
</name>
<etal/>
</person-group> (<year>2022</year>). <article-title>Congruence and responsiveness in the taxonomic compositions of Amazonian aquatic macroinvertebrate and fish assemblages</article-title>. <source>Hydrobiologia</source> <volume>849</volume>, <fpage>2281</fpage>&#x2013;<lpage>2298</lpage>. <pub-id pub-id-type="doi">10.1007/s10750-022-04867-z</pub-id> </citation>
</ref>
<ref id="B46">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Medeiros</surname>
<given-names>I. H.</given-names>
</name>
</person-group> (<year>2009</year>). <source>Programa drenurbs/nascentes e fundos de vale: Potencialidades e desafios da gest&#xe3;o s&#xf3;cio-ambiental do territ&#xf3;rio de Belo Horizonte a partir de suas &#xe1;guas</source>. <publisher-loc>Belo Horizonte (Brazil)</publisher-loc>: <publisher-name>Universidade Federal de Minas Gerais</publisher-name>. <comment>[master&#x2019;s thesis].</comment> </citation>
</ref>
<ref id="B47">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Merritt</surname>
<given-names>R. W. R. W.</given-names>
</name>
<name>
<surname>Cummins</surname>
<given-names>K. W. K. W.</given-names>
</name>
<name>
<surname>Berg</surname>
<given-names>M. B. M. B.</given-names>
</name>
</person-group> (<year>2008</year>). <source>An introduction to the aquatic insects of North America</source>. <edition>3rd ed.</edition> <publisher-loc>Dubuque, IA</publisher-loc>: <publisher-name>Kendall Hunt Publishing Company</publisher-name>. </citation>
</ref>
<ref id="B48">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Montgomery</surname>
<given-names>D. C.</given-names>
</name>
<name>
<surname>Runger</surname>
<given-names>G. C.</given-names>
</name>
</person-group> (<year>2018</year>). <source>Applied statistics and probability for engineers</source>. <edition>7th ed</edition>. <publisher-loc>Hoboken, NJ, USA</publisher-loc>: <publisher-name>John Wiley &#x26; Sons</publisher-name>. </citation>
</ref>
<ref id="B49">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mould</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Fryirs</surname>
<given-names>K.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Contextualising the trajectory of geomorphic river recovery with environmental history to support river management</article-title>. <source>Appl. Geogr.</source> <volume>94</volume>, <fpage>130</fpage>&#x2013;<lpage>146</lpage>. <pub-id pub-id-type="doi">10.1016/j.apgeog.2018.03.008</pub-id> </citation>
</ref>
<ref id="B50">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Mugnai</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Nessimian</surname>
<given-names>J. L.</given-names>
</name>
<name>
<surname>Baptista</surname>
<given-names>D. F.</given-names>
</name>
</person-group> (<year>2010</year>). <source>Manual de identifica&#xe7;&#xe3;o de macroinvertebrados aqu&#xe1;ticos do Estado do Rio de Janeiro</source>. <publisher-loc>Rio de Janeiro, Brazil</publisher-loc>: <publisher-name>Technical Books Editora</publisher-name>. </citation>
</ref>
<ref id="B51">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Palmer</surname>
<given-names>M. A.</given-names>
</name>
<name>
<surname>Bernhardt</surname>
<given-names>E. S.</given-names>
</name>
<name>
<surname>Allan</surname>
<given-names>J. D.</given-names>
</name>
<name>
<surname>Lake</surname>
<given-names>P. S.</given-names>
</name>
<name>
<surname>Alexander</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Brooks</surname>
<given-names>S.</given-names>
</name>
<etal/>
</person-group> (<year>2005</year>). <article-title>Standards for ecologically successful river restoration</article-title>. <source>J. Appl. Ecol.</source> <volume>42</volume>, <fpage>208</fpage>&#x2013;<lpage>217</lpage>. <pub-id pub-id-type="doi">10.1111/j.1365-2664.2005.01004.x</pub-id> </citation>
</ref>
<ref id="B52">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Palmer</surname>
<given-names>M. A.</given-names>
</name>
<name>
<surname>Hondula</surname>
<given-names>K. L.</given-names>
</name>
<name>
<surname>Koch</surname>
<given-names>B. J.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>Ecological restoration of streams and rivers: Shifting strategies and shifting goals</article-title>. <source>Annu. Rev. Ecol. Evol. Syst.</source> <volume>45</volume>, <fpage>247</fpage>&#x2013;<lpage>269</lpage>. <pub-id pub-id-type="doi">10.1146/annurev-ecolsys-120213-091935</pub-id> </citation>
</ref>
<ref id="B53">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Paul</surname>
<given-names>M. J.</given-names>
</name>
<name>
<surname>Meyer</surname>
<given-names>J. L.</given-names>
</name>
</person-group> (<year>2008</year>). &#x201c;<article-title>Streams in the urban landscape</article-title>,&#x201d; in <source>Urban ecology</source> (<publisher-loc>Boston, MA</publisher-loc>: <publisher-name>Springer US</publisher-name>), <fpage>207</fpage>&#x2013;<lpage>231</lpage>. <pub-id pub-id-type="doi">10.1007/978-0-387-73412-5_12</pub-id> </citation>
</ref>
<ref id="B54">
<citation citation-type="book">
<collab>PBH - Prefeitura de Belo Horizonte</collab> (<year>2022</year>). <source>Infraestrutura de Dados espaciais municipal</source>
<comment>. <ext-link ext-link-type="uri" xlink:href="https://geodadosbh.pbh.gov.br">https://geodadosbh.pbh.gov.br</ext-link> (Accessed June 02, 2022)</comment>. </citation>
</ref>
<ref id="B55">
<citation citation-type="book">
<collab>PBH - Prefeitura de Belo Horizonte</collab> (<year>2012</year>). <source>Relat&#xf3;rio consolidado do monitoramento da qualidade das &#xe1;guas: Subbacias dos c&#xf3;rregos Baleares, Nossa Senhora da Piedade e Primeiro de Maio. Belo Horizonte</source>. <publisher-loc>Brazil</publisher-loc>: <publisher-name>Limnos Sanear</publisher-name>. </citation>
</ref>
<ref id="B56">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Purcell</surname>
<given-names>A. H.</given-names>
</name>
<name>
<surname>Friedrich</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Resh</surname>
<given-names>V. H.</given-names>
</name>
</person-group> (<year>2002</year>). <article-title>An assessment of a small urban stream restoration project in Northern California</article-title>. <source>Restor. Ecol.</source> <volume>10</volume>, <fpage>685</fpage>&#x2013;<lpage>694</lpage>. <pub-id pub-id-type="doi">10.1046/j.1526-100X.2002.01049.x</pub-id> </citation>
</ref>
<ref id="B57">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ranta</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Vidal-Abarca</surname>
<given-names>M. R.</given-names>
</name>
<name>
<surname>Calapez</surname>
<given-names>A. R.</given-names>
</name>
<name>
<surname>Feio</surname>
<given-names>M. J.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Urban stream assessment system (UsAs): An integrative tool to assess biodiversity, ecosystem functions and services</article-title>. <source>Ecol. Indic.</source> <volume>121</volume>, <fpage>106980</fpage>. <pub-id pub-id-type="doi">10.1016/j.ecolind.2020.106980</pub-id> </citation>
</ref>
<ref id="B58">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rios-Touma</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Prescott</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Axtell</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Kondolf</surname>
<given-names>G. M.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Habitat restoration in the context of watershed prioritization: The ecological performance of urban stream restoration projects in Portland</article-title>. <source>Or. River Res. Appl.</source> <volume>31</volume>, <fpage>755</fpage>&#x2013;<lpage>766</lpage>. <pub-id pub-id-type="doi">10.1002/rra.2769</pub-id> </citation>
</ref>
<ref id="B59">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Selvakumar</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>O&#x2019;Connor</surname>
<given-names>T. P.</given-names>
</name>
<name>
<surname>Struck</surname>
<given-names>S. D.</given-names>
</name>
</person-group> (<year>2010</year>). <article-title>Role of stream restoration on improving benthic macroinvertebrates and in-stream water quality in an urban watershed: Case study</article-title>. <source>J. Environ. Eng.</source> <volume>136</volume>, <fpage>127</fpage>&#x2013;<lpage>139</lpage>. <pub-id pub-id-type="doi">10.1061/(ASCE)EE.1943-7870.0000116</pub-id> </citation>
</ref>
<ref id="B60">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Silva</surname>
<given-names>D. R. O.</given-names>
</name>
<name>
<surname>Ligeiro</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Hughes</surname>
<given-names>R. M. R. M.</given-names>
</name>
<name>
<surname>Callisto</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>The role of physical habitat and sampling effort on estimates of benthic macroinvertebrate taxonomic richness at basin and site scales</article-title>. <source>Environ. Monit. Assess.</source> <volume>188</volume>, <fpage>340</fpage>. <pub-id pub-id-type="doi">10.1007/s10661-016-5326-z</pub-id> </citation>
</ref>
<ref id="B61">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Soller</surname>
<given-names>J. A.</given-names>
</name>
<name>
<surname>Schoen</surname>
<given-names>M. E.</given-names>
</name>
<name>
<surname>Bartrand</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Ravenscroft</surname>
<given-names>J. E.</given-names>
</name>
<name>
<surname>Ashbolt</surname>
<given-names>N. J.</given-names>
</name>
</person-group> (<year>2010</year>). <article-title>Estimated human health risks from exposure to recreational waters impacted by human and non-human sources of faecal contamination</article-title>. <source>Water Res.</source> <volume>44</volume>, <fpage>4674</fpage>&#x2013;<lpage>4691</lpage>. <pub-id pub-id-type="doi">10.1016/j.watres.2010.06.049</pub-id> </citation>
</ref>
<ref id="B62">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Vadas</surname>
<given-names>R. L.</given-names>
</name>
<name>
<surname>Hughes</surname>
<given-names>R. M.</given-names>
</name>
<name>
<surname>Bae</surname>
<given-names>Y. J.</given-names>
</name>
<name>
<surname>Baek</surname>
<given-names>M. J.</given-names>
</name>
<name>
<surname>Gonz&#xe1;les</surname>
<given-names>O. C. B.</given-names>
</name>
<name>
<surname>Callisto</surname>
<given-names>M.</given-names>
</name>
<etal/>
</person-group> (<year>2022</year>). <article-title>Assemblage-based biomonitoring of freshwater ecosystem health via multimetric indices: A critical review and suggestions for improving their applicability</article-title>. <source>Water Biol. Secur.</source> <volume>1</volume>, <fpage>100054</fpage>. <pub-id pub-id-type="doi">10.1016/j.watbs.2022.100054</pub-id> </citation>
</ref>
<ref id="B63">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Wade</surname>
<given-names>P. M.</given-names>
</name>
<name>
<surname>Large</surname>
<given-names>A. R. G.</given-names>
</name>
<name>
<surname>de Wall</surname>
<given-names>L.</given-names>
</name>
</person-group> (<year>1998</year>). &#x201c;<article-title>Rehabilitation of degraded river habitat: An introduction</article-title>,&#x201d; in <source>Rehabilitation of rives: Principles and implementation</source>. Editors <person-group person-group-type="editor">
<name>
<surname>de Wall</surname>
<given-names>L. C.</given-names>
</name>
<name>
<surname>Large</surname>
<given-names>A. R. G.</given-names>
</name>
<name>
<surname>Wade</surname>
<given-names>P.</given-names>
</name>
</person-group> (<publisher-loc>Chichester, UK</publisher-loc>: <publisher-name>John Wiley &#x26; Sons</publisher-name>), <fpage>1</fpage>&#x2013;<lpage>10</lpage>. </citation>
</ref>
<ref id="B64">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wantzen</surname>
<given-names>M. K.</given-names>
</name>
<name>
<surname>Alves</surname>
<given-names>C. B. M.</given-names>
</name>
<name>
<surname>Badiane</surname>
<given-names>S. D.</given-names>
</name>
<name>
<surname>Bala</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Blettler</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Callisto</surname>
<given-names>M.</given-names>
</name>
<etal/>
</person-group> (<year>2019</year>). <article-title>Urban stream and wetland restoration in the Global South - a DPSIR analysis</article-title>. <source>Sustainability</source> <volume>11</volume>, <fpage>4975</fpage>. <pub-id pub-id-type="doi">10.3390/su11184975</pub-id> </citation>
</ref>
<ref id="B65">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhang</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>J.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>The relationships between urban parks, residents&#x2019; physical activity, and mental health benefits: A case study from beijing, China</article-title>. <source>J. Environ. Manage.</source> <volume>190</volume>, <fpage>223</fpage>&#x2013;<lpage>230</lpage>. <pub-id pub-id-type="doi">10.1016/j.jenvman.2016.12.058</pub-id> </citation>
</ref>
</ref-list>
</back>
</article>