<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.2 20190208//EN" "http://jats.nlm.nih.gov/publishing/1.2/JATS-journalpublishing1.dtd"><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="other" dtd-version="1.2" xml:lang="en">
    <front>
        <journal-meta>
            <journal-id journal-id-type="pmc">Gates Open Res</journal-id>
            <journal-title-group>
                <journal-title>Gates Open Research</journal-title>
            </journal-title-group>
            <issn pub-type="epub">2572-4754</issn>
            <publisher>
                <publisher-name>F1000 Research Limited</publisher-name>
                <publisher-loc>London, UK</publisher-loc>
            </publisher>
        </journal-meta>
        <article-meta>
            <article-id pub-id-type="doi">10.12688/gatesopenres.12757.1</article-id>
            <article-categories>
                <subj-group subj-group-type="heading">
                    <subject>Research Note</subject>
                </subj-group>
                <subj-group>
                    <subject>Articles</subject>
                    <subj-group>
                        <subject>Agriculture &amp; Biotechnology</subject>
                    </subj-group>
                </subj-group>
            </article-categories>
            <title-group>
                <article-title>Chemical characterization of faecal sludge in the Kumasi metropolis, Ghana</article-title>
                <fn-group content-type="pub-status">
                    <fn>
                        <p>[version 1; peer review: 1 approved, 1 approved with reservations]</p>
                    </fn>
                </fn-group>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Fanyin-Martin</surname>
                        <given-names>Ato</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Data Curation</role>
                    <role content-type="http://credit.niso.org/">Formal Analysis</role>
                    <role content-type="http://credit.niso.org/">Investigation</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Original Draft Preparation</role>
                    <uri content-type="orcid">https://orcid.org/0000-0002-1528-3897</uri>
                    <xref ref-type="aff" rid="a1">1</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Tamakloe</surname>
                        <given-names>Wilson</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Data Curation</role>
                    <role content-type="http://credit.niso.org/">Formal Analysis</role>
                    <role content-type="http://credit.niso.org/">Investigation</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Original Draft Preparation</role>
                    <uri content-type="orcid">https://orcid.org/0000-0002-2159-8115</uri>
                    <xref ref-type="aff" rid="a1">1</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Antwi</surname>
                        <given-names>Edward</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Data Curation</role>
                    <role content-type="http://credit.niso.org/">Formal Analysis</role>
                    <role content-type="http://credit.niso.org/">Investigation</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Original Draft Preparation</role>
                    <xref ref-type="aff" rid="a2">2</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Ami</surname>
                        <given-names>Johannes</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Investigation</role>
                    <uri content-type="orcid">https://orcid.org/0000-0001-6928-6906</uri>
                    <xref ref-type="aff" rid="a1">1</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Awarikabey</surname>
                        <given-names>Emmanuel</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Formal Analysis</role>
                    <role content-type="http://credit.niso.org/">Investigation</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Original Draft Preparation</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Review &amp; Editing</role>
                    <xref ref-type="aff" rid="a1">1</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Apatti </surname>
                        <given-names>Justice</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Formal Analysis</role>
                    <uri content-type="orcid">https://orcid.org/0000-0003-2798-4524</uri>
                    <xref ref-type="aff" rid="a3">3</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Mensah</surname>
                        <given-names>Moses</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Supervision</role>
                    <xref ref-type="aff" rid="a1">1</xref>
                </contrib>
                <contrib contrib-type="author" corresp="yes">
                    <name>
                        <surname>Chandran</surname>
                        <given-names>Kartik</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Conceptualization</role>
                    <role content-type="http://credit.niso.org/">Funding Acquisition</role>
                    <role content-type="http://credit.niso.org/">Methodology</role>
                    <role content-type="http://credit.niso.org/">Project Administration</role>
                    <role content-type="http://credit.niso.org/">Supervision</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Review &amp; Editing</role>
                    <uri content-type="orcid">https://orcid.org/0000-0002-7526-3724</uri>
                    <xref ref-type="corresp" rid="c1">a</xref>
                    <xref ref-type="aff" rid="a4">4</xref>
                </contrib>
                <aff id="a1">
                    <label>1</label>Department of Chemical Engineering, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana</aff>
                <aff id="a2">
                    <label>2</label>Department of Mechanical Engineering, Kumasi Technical University, Kumasi, Ghana</aff>
                <aff id="a3">
                    <label>3</label>Department of Computer Science, University of Ghana, Legon, Ghana</aff>
                <aff id="a4">
                    <label>4</label>Department of Earth and Environmental Engineering, Columbia University, New York, NY, 10027, USA</aff>
            </contrib-group>
            <author-notes>
                <corresp id="c1">
                    <label>a</label>
                    <email xlink:href="mailto:kc2288@columbia.edu">kc2288@columbia.edu</email>
                </corresp>
                <fn fn-type="conflict">
                    <p>No competing interests were disclosed.</p>
                </fn>
            </author-notes>
            <pub-date pub-type="epub">
                <day>9</day>
                <month>11</month>
                <year>2017</year>
            </pub-date>
            <pub-date pub-type="collection">
                <year>2017</year>
            </pub-date>
            <volume>1</volume>
            <elocation-id>12</elocation-id>
            <history>
                <date date-type="accepted">
                    <day>8</day>
                    <month>6</month>
                    <year>2026</year>
                </date>
            </history>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2017 Fanyin-Martin A et al.</copyright-statement>
                <copyright-year>2017</copyright-year>
                <license xlink:href="https://creativecommons.org/licenses/by/4.0/">
                    <license-p>This is an open access article distributed under the terms of the Creative Commons Attribution Licence, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.</license-p>
                </license>
            </permissions>
            <self-uri content-type="pdf" xlink:href="https://gatesopenresearch.org/articles/1-12/pdf"/>
            <abstract>
                <p>
                    <bold>Background:</bold> Faecal sludge (FS) represents a huge resource, which when tapped and made use properly can be of great benefit to many. However, the key to tapping this resource lies in proper characterisation, in order to make known the constituents and thereby determine the end-use.</p>
                <p>
                    <bold>Methods:</bold> Three sources of FS from 43 communities in the Kumasi metropolis of Ghana were characterised in terms of their total solids content, chemical oxygen demand (COD), pH, nitrogen, phosphorous and lipid contents. FS from pit latrines, public septage and private septage were analysed.</p>
                <p>
                    <bold>Results:</bold> On average, lipid content was found to be in the range of 8.82 &#x2013; 9.66% of dry FS depending on the source of FS. Total solids were between 0.79 and 4.68%, while the COD was between 9495 and 45611mg/L. Phosphorus content was in the range of 137 &#x2013; 520mg/L, while nitrogen was 649 &#x2013; 4479mg/L. Most FS samples were generally alkaline in nature.</p>
                <p>
                    <bold>Conclusions:</bold> These results are amongst the first long-term characterization efforts for FS in terms of conventional and non-conventional characteristics, tailored towards typical treatment and novel resource recovery options, respectively.</p>
            </abstract>
            <kwd-group kwd-group-type="author">
                <kwd>Faecal sludge</kwd>
                <kwd>COD</kwd>
                <kwd>total solids</kwd>
                <kwd>nitrogen</kwd>
                <kwd>phosphorus</kwd>
                <kwd>lipids</kwd>
            </kwd-group>
            <funding-group>
                <award-group id="fund-1" xlink:href="http://dx.doi.org/10.13039/100000865">
                    <funding-source>Gates Foundation</funding-source>
                    <award-id>OPP1019896</award-id>
                </award-group>
                <funding-statement>Gates Foundation [OPP1019896].</funding-statement>
            </funding-group>
        </article-meta>
    </front>
    <body>
        <sec sec-type="intro">
            <title>Introduction</title>
            <p>Access to improved sanitation facilities is still a challenge in many developing countries, including Ghana. Sadly, only 14% of the population in Ghana have access to improved sanitation facilities. A worrying 19% of the population still do not have access to any toilet facility (
                <xref ref-type="bibr" rid="ref-15">Ghana Statistical Service, 2014</xref>), while 18% of the entire population resort to open defecation according to the 
                <ext-link ext-link-type="uri" xlink:href="http://www.who.int/water_sanitation_health/publications/facts2004/en/print.html">World Health Organisation</ext-link>. The use of modern improved sanitation facilities, like the water closet, has witnessed a marginal reduction from 15.4% in 2012 to 13.9% in 2014 (
                <xref ref-type="bibr" rid="ref-15">Ghana Statistical Service, 2014</xref>). Similarly, the use of public toilets, which are prevalent in both rural and urban areas, have also witnessed a marginal increase from 34.6% in 2012 to 35.7% in 2014 (
                <xref ref-type="bibr" rid="ref-15">Ghana Statistical Service, 2014</xref>). In terms of regional classification, the three Northern regions have the least access to toilet facilities, with ~72% of the population with no toilet facility at all (
                <xref ref-type="bibr" rid="ref-14">Ghana Statistical Service, 2012</xref>). Aside access to improved sanitation, one of the key challenges facing developing countries is the management of fecal sludge (FS). Unlike developed countries, most cities and towns are not centrally sewered and rely heavily on onsite holding facilities. In Ghana, Tema and Akosombo are the only fully sewered cities, while Kumasi and Accra are partly sewered, and the remaining towns, cities and villages make use of on-site sanitation systems made up of unsewered facilities and public toilets, aqua privies and septic tanks (
                <xref ref-type="bibr" rid="ref-27">Strauss 
                    <italic toggle="yes">et al</italic>., 2000</xref>). The sludges that accumulate in these on-site systems are mechanically or manually collected and dumped untreated at the shortest possible distance, on open ground, into drainage ditches, water courses or into the sea (
                <xref ref-type="bibr" rid="ref-1">Agyei 
                    <italic toggle="yes">et al</italic>., 2011</xref>; 
                <xref ref-type="bibr" rid="ref-12">Doku, 2002</xref>; 
                <xref ref-type="bibr" rid="ref-22">Kuffour 
                    <italic toggle="yes">et al</italic>., 2013</xref>). This undoubtedly has grave health implications (
                <xref ref-type="bibr" rid="ref-20">Koottatep 
                    <italic toggle="yes">et al</italic>., 2001</xref>).</p>
            <p>Only rarely is FS subjected to treatment or resource recovery, especially in developing countries. To be able to make use of this resource, either for biofuels or fertilizer, for example, a proper characterisation of FS has to be undertaken to determine its resource or energetic potential (
                <xref ref-type="bibr" rid="ref-5">Arthur 
                    <italic toggle="yes">et al</italic>., 2011</xref>; 
                <xref ref-type="bibr" rid="ref-24">Murray 
                    <italic toggle="yes">et al</italic>., 2011</xref>). 
                <xref ref-type="bibr" rid="ref-12">Doku (2002)</xref> characterized FS in Kumasi from public, private, KVIP and non-flush aqua privies. The study did not, however, distinguish clearly between the sources of the FS but rather reported global results for the sampled FS. 
                <xref ref-type="bibr" rid="ref-22">Kuffour 
                    <italic toggle="yes">et al</italic>. (2013)</xref> studying the effect of different solid loading rates of FS on the dewatering performance of unplanted filter beds characterized an unknown quantity of FS from public and private septage from Kumasi. 
                <xref ref-type="bibr" rid="ref-4">Appiah-Effah 
                    <italic toggle="yes">et al</italic>. (2014)</xref> sought to establish the difference between FS from rural and peri-urban areas in Ashanti Region and concluded that location could potentially affect the physio-chemical properties of the sludge. The study focused on only public toilets leaving out private and pit septage. A comprehensive characterisation of FS taking into consideration the sources of FS to establish the variability or otherwise of the physio-chemical parameters, to the best of the authors knowledge, has not yet been carried out in Ghana. Therefore, in this study, FS from 43 communities (
                <xref ref-type="other" rid="DS0">Dataset 1</xref>&#x2013;
                <xref ref-type="other" rid="DS2">Dataset 3</xref>) in the Kumasi metropolis and its environs were characterised, to serve as a knowledge base for any further research with end goals, such as biofuels or fertilizer.</p>
        </sec>
        <sec sec-type="methods">
            <title>Methods</title>
            <sec>
                <title>Study area</title>
                <p>The Kumasi metropolis was chosen because it is one of only five (Accra, Tema, Kumasi, Tamale, Takoradi) metropolis in Ghana with a well organised system for FS collection and disposal. This allowed for proper collection and identification of FS source. The sampling of FS was carried out in close collaboration with the Waste Management Department of the Kumasi Metropolitan Assembly (KMA).</p>
            </sec>
            <sec>
                <title>Classification and sampling of FS</title>
                <p>Although toilet facilities in Ghana are classified as water closets, Kumasi Ventilated Improved Pit latrines (KVIP), bucket/pan or public toilets (
                    <xref ref-type="bibr" rid="ref-1">Agyei 
                        <italic toggle="yes">et al</italic>., 2011</xref>; 
                    <xref ref-type="bibr" rid="ref-14">Ghana Statistical Service, 2012</xref>), this work classified the FS used under three main categories based on the storage facilities from which they were taken: pit latrine (KVIP and bucket/pan), private septage (water closets) and public septage (public toilets) (
                    <xref ref-type="bibr" rid="ref-4">Appiah-Effah 
                        <italic toggle="yes">et al</italic>., 2014</xref>).</p>
                <p>A total sample size of 90, comprising 30 of each category of FS was taken based on the sample size adopted by 
                    <xref ref-type="bibr" rid="ref-19">Klingel 
                        <italic toggle="yes">et al</italic>. (2002)</xref>. Samples for analysis were taken from vacuum trucks at the waste disposal site of the KMA&#x2019;s Oti sanitary landfill site, Dompoase in the Ashanti Region, at the point of discharge for 10 continuous weeks. Sampling was carried out from the 16
                    <sup>th</sup> of November 2011 &#x2013; 18
                    <sup>th</sup> of January 2012.</p>
                <p>The 43 communities from whom samples were collected are detailed in 
                    <xref ref-type="other" rid="DS0">Dataset 1</xref>&#x2013;
                    <xref ref-type="other" rid="DS2">Dataset 3</xref>.</p>
                <p>The method of sampling was also based on previous recommendations (
                    <xref ref-type="bibr" rid="ref-19">Klingel 
                        <italic toggle="yes">et al</italic>., 2002</xref>). Three-point sampling was employed, which involved taking samples at specific times during the discharge of the FS: (a) immediately after the discharge commenced, (b) half way through the discharge, and (c) just when the tank was almost empty. 15L of sample (a full bucket) was taken from each truck, these samples were homogenized by mixing together thoroughly and a 1L sample taken from this was used as the final sample. Samples were analysed on the same day of collection, or alternately stored at -20&#x00b0;C and analysed within a week of collection.</p>
            </sec>
            <sec>
                <title>Analytical methods of FS</title>
                <p>Analyses were conducted according to standardized and well documented methods and protocols. Total chemical oxygen demand (COD), (
                    <xref ref-type="bibr" rid="ref-3">APHA&#x2014; AWWA-WEF, 1998</xref>) pH (US EPA Method 150.1), total solids/moisture content (NREL/TP-510-42621 &#x2013; method), and nitrogen (US EPA Method 351.1), phosphorous (US EPA Method 365.3) and lipid content by extraction using petroleum ether and 20g of dry FS (
                    <xref ref-type="bibr" rid="ref-17">Horwitz, 1980</xref>) were determined using analytical grade chemicals. The pH was taken on site with a KEDIDA CT 6023 digital pH probe, while the other parameters were analysed in the lab.</p>
            </sec>
            <sec>
                <title>Statistical analysis</title>
                <p>Means, standard deviations and T- Test were conducted for all the results, using Microsoft&#x00ae; Excel 2010. Results are presented as the mean &#x00b1; error.</p>
            </sec>
        </sec>
        <sec sec-type="results | discussion">
            <title>Results and discussion</title>
            <sec>
                <title>Total solids (TS)</title>
                <p>TS is a measure of the residue remaining after a waste water sample has been evaporated and dried at a specified temperature, mostly from 103 to 105&#x00b0;C (
                    <xref ref-type="bibr" rid="ref-23">Metcalf, 2003</xref>). In the present study, the TS content in all three categories of FS was found to be very low, and this invariably meant the moisture content was high in all three types of FS (
                    <xref ref-type="table" rid="T1">Table 1</xref>). The highest TS content was obtained in the pit latrine with the lowest found in private septage Private septage has less solids and more moisture because most of this FS type emanates from the water closet, where a substantial amount of water is used to flush the faecal matter (
                    <xref ref-type="bibr" rid="ref-1">Agyei 
                        <italic toggle="yes">et al</italic>., 2011</xref>; 
                    <xref ref-type="bibr" rid="ref-9">Cofie 
                        <italic toggle="yes">et al</italic>., 2006</xref>; 
                    <xref ref-type="bibr" rid="ref-22">Kuffour 
                        <italic toggle="yes">et al</italic>., 2013</xref>). Even though traditionally, pit latrines do not use water closet facilities, during empting of the latrines, water is pumped into the pit to allow for easy suction. This introduces large quantities of water into the FS. In most cases, FS from sources other than pit latrines are also added during collection, thus diluting the original content (
                    <xref ref-type="bibr" rid="ref-12">Doku, 2002</xref>; 
                    <xref ref-type="bibr" rid="ref-26">Strande &amp; Brdjanovic, 2014</xref>). The various types of FS were all found to be statistically different (pit vs private, 
                    <italic toggle="yes">p</italic> = 0.00; pit vs public, 
                    <italic toggle="yes">p</italic> = 0.00; private vs public, 
                    <italic toggle="yes">p</italic> = 0.01). These results are similar to those obtained by other researchers (
                    <xref ref-type="bibr" rid="ref-12">Doku, 2002</xref>; 
                    <xref ref-type="bibr" rid="ref-16">Heinss 
                        <italic toggle="yes">et al</italic>., 1998</xref>; 
                    <xref ref-type="bibr" rid="ref-26">Strande &amp; Brdjanovic, 2014</xref>; 
                    <xref ref-type="bibr" rid="ref-27">Strauss 
                        <italic toggle="yes">et al</italic>., 2000</xref>).</p>
                <table-wrap id="T1" orientation="portrait" position="anchor">
                    <label>Table 1. </label>
                    <caption>
                        <title>Average moisture content and total solids content of faecal sludge (FS) as stratified by source.</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th align="center" colspan="1" rowspan="1">FS source</th>
                                <th align="center" colspan="1" rowspan="1">Moisture
                                    <break/>content, %</th>
                                <th align="center" colspan="1" rowspan="1">Total
                                    <break/>solids, %</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="center" colspan="1" rowspan="1">Pit latrine</td>
                                <td align="center" colspan="1" rowspan="1">95.32 &#x00b1; 2.57</td>
                                <td align="center" colspan="1" rowspan="1">4.68 &#x00b1; 2.57</td>
                            </tr>
                            <tr>
                                <td align="center" colspan="1" rowspan="1">Public septage</td>
                                <td align="center" colspan="1" rowspan="1">98.10 &#x00b1; 1.82</td>
                                <td align="center" colspan="1" rowspan="1">1.90 &#x00b1; 1.82</td>
                            </tr>
                            <tr>
                                <td align="center" colspan="1" rowspan="1">Private septage</td>
                                <td align="center" colspan="1" rowspan="1">99.21 &#x00b1; 1.82</td>
                                <td align="center" colspan="1" rowspan="1">0.98 &#x00b1; 1.82</td>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
            </sec>
            <sec>
                <title>pH</title>
                <p>Generally, the pH of the FS from all three sources was found to be near-neutral to slightly alkaline and were similar (
                    <xref ref-type="table" rid="T2">Table 2</xref>). 
                    <xref ref-type="bibr" rid="ref-28">Torondel (2010)</xref> in a review of the literature on sanitation waste characteristics identified the pH of FS to be basic, ranging from a pH of 7.1 -9. 
                    <xref ref-type="bibr" rid="ref-21">Kuffour 
                        <italic toggle="yes">et al</italic>. (2009)</xref> also working on FS in Kumasi observed a pH of 7.77 &#x00b1; 0.13, which are both similar to the results obtained in this study. In contrast, 
                    <xref ref-type="bibr" rid="ref-4">Appiah-Effah 
                        <italic toggle="yes">et al</italic>. (2014)</xref>, working on FS in Kumasi, obtained a pH of 6.7 in peri-urban areas, but 7.3 in rural areas.</p>
                <table-wrap id="T2" orientation="portrait" position="anchor">
                    <label>Table 2. </label>
                    <caption>
                        <title>Average pH of faecal sludge (FS) as stratified by source.</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th align="center" colspan="1" rowspan="1">FS source</th>
                                <th align="center" colspan="1" rowspan="1">pH</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="center" colspan="1" rowspan="1">Pit latrine</td>
                                <td align="center" colspan="1" rowspan="1">7.87  &#x00b1; 0.37</td>
                            </tr>
                            <tr>
                                <td align="center" colspan="1" rowspan="1">Public septage</td>
                                <td align="center" colspan="1" rowspan="1">7.48  &#x00b1; 0.33</td>
                            </tr>
                            <tr>
                                <td align="center" colspan="1" rowspan="1">Private septage</td>
                                <td align="center" colspan="1" rowspan="1">7.41  &#x00b1; 0.36</td>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
            </sec>
            <sec>
                <title>Chemical oxygen demand (COD)</title>
                <p>COD is a measure of the degree of reduction (or electron content) of the organic material in wastewater (
                    <xref ref-type="bibr" rid="ref-23">Metcalf, 2003</xref>). In this study, the COD of the FS was found to be generally very high. Pit latrine FS was found to have the highest COD, which was almost twice as high (
                    <italic toggle="yes">p</italic> = 0.02) as the level in public septage FS, whose COD level was also almost three times higher (
                    <italic toggle="yes">p</italic> = 0.00) than that of private septage FS (
                    <xref ref-type="table" rid="T3">Table 3</xref>). 
                    <xref ref-type="bibr" rid="ref-27">Strauss 
                        <italic toggle="yes">et al</italic>. (2000)</xref> found that the COD of septage in Accra, Ghana, to be about 7,800mg/L and that of public toilet FS to be about 49,000mg/ L. 
                    <xref ref-type="bibr" rid="ref-21">Kuffour 
                        <italic toggle="yes">et al</italic>. (2009)</xref> also observed a highly variable COD in FS sampled in Kumasi (50320 &#x00b1; 28780mg/L), akin to that observed in this study. The very high error margins indicate the high variability of COD in the various samples regardless of the source.</p>
                <table-wrap id="T3" orientation="portrait" position="anchor">
                    <label>Table 3. </label>
                    <caption>
                        <title>Average chemical oxygen demand (COD) of faecal sludge (FS) stratified by source.</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th align="center" colspan="1" rowspan="1">FS source</th>
                                <th align="center" colspan="1" rowspan="1">COD, mg/L</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="center" colspan="1" rowspan="1">Pit latrine</td>
                                <td align="center" colspan="1" rowspan="1">45611.67 &#x00b1; 31366.37</td>
                            </tr>
                            <tr>
                                <td align="center" colspan="1" rowspan="1">Public septage</td>
                                <td align="center" colspan="1" rowspan="1">26765.85 &#x00b1; 24790.87</td>
                            </tr>
                            <tr>
                                <td align="center" colspan="1" rowspan="1">Private septage</td>
                                <td align="center" colspan="1" rowspan="1">9495.36 &#x00b1; 9495.36</td>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
            </sec>
            <sec>
                <title>Nitrogen content</title>
                <p>The nitrogen content in the FS collected ranged from 649.40 &#x00b1; 484.52mg/L in private septage to 4479.03 &#x00b1; 2323.77mg/L in pit latrine (
                    <xref ref-type="table" rid="T4">Table 4</xref>). The various sources of FS were found to be statistically different (pit vs private, 
                    <italic toggle="yes">p</italic> = 0.00; pit vs public, 
                    <italic toggle="yes">p</italic> = 0.00; private vs public, 
                    <italic toggle="yes">p</italic> = 0.01). 
                    <xref ref-type="bibr" rid="ref-21">Kuffour 
                        <italic toggle="yes">et al</italic>. (2009)</xref> obtained 3580mg/L of nitrogen in public toilet sludge from Kumasi. 
                    <xref ref-type="bibr" rid="ref-27">Strauss 
                        <italic toggle="yes">et al</italic>. (2000)</xref> working on FS in Bangkok obtained 830 mg/L of nitrogen in septage, while 
                    <xref ref-type="bibr" rid="ref-26">Strande &amp; Brdjanovic (2014)</xref> reported that the typical nitrogen content in public septage is around 3,400mg/L, which are all similar to that obtained in this research. Nitrogen in FS is an important resource because it can be used as fertilizer for plant growth (
                    <xref ref-type="bibr" rid="ref-7">Chandran, 2014</xref>; 
                    <xref ref-type="bibr" rid="ref-26">Strande &amp; Brdjanovic, 2014</xref>).</p>
                <table-wrap id="T4" orientation="portrait" position="anchor">
                    <label>Table 4. </label>
                    <caption>
                        <title>Average nitrogen content of faecal sludge (FS) as stratified by source.</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th align="center" colspan="1" rowspan="1">FS source</th>
                                <th align="center" colspan="1" rowspan="1">Nitrogen, mg/L</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="center" colspan="1" rowspan="1">Pit latrine</td>
                                <td align="center" colspan="1" rowspan="1">4479.03 &#x00b1; 2323.77</td>
                            </tr>
                            <tr>
                                <td align="center" colspan="1" rowspan="1">Public septage</td>
                                <td align="center" colspan="1" rowspan="1">1396.63 &#x00b1; 1408.04</td>
                            </tr>
                            <tr>
                                <td align="center" colspan="1" rowspan="1">Private septage</td>
                                <td align="center" colspan="1" rowspan="1">649.40 &#x00b1; 484.52</td>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
            </sec>
            <sec>
                <title>Phosphorous content</title>
                <p>
                    <xref ref-type="bibr" rid="ref-7">Chandran (2014)</xref> suggests that global phosphorus deposits are expected to be depleted rapidly, unless replenished or recovered; thus making the recovery of phosphorous from FS an interesting prospect. For example, recovered phosphorous can typically be used as fertilizer supplements (
                    <xref ref-type="bibr" rid="ref-10">de-Bashan &amp; Bashan, 2007</xref>; 
                    <xref ref-type="bibr" rid="ref-11">de-Bashan &amp; Bashan, 2004</xref>; 
                    <xref ref-type="bibr" rid="ref-13">Gaterell 
                        <italic toggle="yes">et al</italic>., 2000</xref>; 
                    <xref ref-type="bibr" rid="ref-22">Kuffour 
                        <italic toggle="yes">et al</italic>., 2013</xref>). Phosphorous content in this study ranged from 137.92 &#x00b1; 139.0 in private septage, which is statistically similar (
                    <italic toggle="yes">p</italic> = 0.05) to that in public septage (228.68 &#x00b1; 185.26). Both are statistically lower (pit vs private, 
                    <italic toggle="yes">p</italic> = 0.00; pit vs public, 
                    <italic toggle="yes">p</italic> = 0.00) than that of pit latrine (521.07 &#x00b1; 207.58) (
                    <xref ref-type="table" rid="T5">Table 5</xref>). This might be so because according to 
                    <xref ref-type="bibr" rid="ref-22">Kuffour 
                        <italic toggle="yes">et al</italic>. (2013)</xref> phosphorous is equally distributed between urine and faeces, which implies that with a lot more of water used to flush faeces into soakaway pits for the private and public septage some of the phosphorous could be leached into the ground, while the pit latrine which has less water would retain more of its phosphorous.</p>
                <table-wrap id="T5" orientation="portrait" position="anchor">
                    <label>Table 5. </label>
                    <caption>
                        <title>Average phosphorous content of faecal sludge (FS) as stratified by source.</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th align="center" colspan="1" rowspan="1">FS source</th>
                                <th align="center" colspan="1" rowspan="1">Phosphorous, mg/L</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="center" colspan="1" rowspan="1">Pit latrine</td>
                                <td align="center" colspan="1" rowspan="1">521.07 &#x00b1; 207.58</td>
                            </tr>
                            <tr>
                                <td align="center" colspan="1" rowspan="1">Public septage</td>
                                <td align="center" colspan="1" rowspan="1">228.68  &#x00b1; 185.26</td>
                            </tr>
                            <tr>
                                <td align="center" colspan="1" rowspan="1">Private septage</td>
                                <td align="center" colspan="1" rowspan="1">137.92 &#x00b1; 139.0</td>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
            </sec>
            <sec>
                <title>Lipid content</title>
                <p>Lipids are not a typical parameter characterised in FS. However, researchers looking at biodiesel production or lipids as an end use product of FS and sewage sludge have found the need to determine the lipid content (
                    <xref ref-type="bibr" rid="ref-2">Angerbauer 
                        <italic toggle="yes">et al</italic>., 2008</xref>; 
                    <xref ref-type="bibr" rid="ref-18">Kargbo, 2010</xref>; 
                    <xref ref-type="bibr" rid="ref-25">R&#x00e9;veill&#x00e9; 
                        <italic toggle="yes">et al</italic>., 2003</xref>). Though the percentage of lipids extracted were all statistically similar (pit vs private, 
                    <italic toggle="yes">p</italic> = 0.51; pit vs public, 
                    <italic toggle="yes">p</italic> = 0.86; private vs public, 
                    <italic toggle="yes">p</italic> = 0.67), it must be noted that the lipids were extracted from the dried FS and the values reported are therefore normalized to a dry solids basis. Therefore, taking into account the different solids content of the different FS sources, 1000 g of FS will consequently yield 4.38 g lipids in the case of pit latrines, which is statistically higher (
                    <italic toggle="yes">p</italic> = 0.02) than that of public septage (1.78 g), and further higher (
                    <italic toggle="yes">p</italic> = 0.00) than private septage (0.77 g) (
                    <xref ref-type="table" rid="T6">Table 6</xref>). 
                    <xref ref-type="bibr" rid="ref-6">Chaggu (2004)</xref> reported that there is approximately between 4&#x2013;6g of lipids in fresh human faeces. However, since the method of extraction or the initial mass of FS used is not stated, it is difficult to compare the yield of lipids obtained with that obtained in this study. Typically, lipid content may degrade with the age of the faecal matter into less complex molecules (
                    <xref ref-type="bibr" rid="ref-28">Torondel, 2010</xref>), and as the age of FS in Ghana can span between days in the case of public septage to a couple of years in the case of pit and private septage (
                    <xref ref-type="bibr" rid="ref-1">Agyei 
                        <italic toggle="yes">et al</italic>., 2011</xref>; 
                    <xref ref-type="bibr" rid="ref-21">Kuffour 
                        <italic toggle="yes">et al</italic>., 2009</xref>) obtaining a lower lipid content was therefore not surprising.</p>
                <table-wrap id="T6" orientation="portrait" position="anchor">
                    <label>Table 6. </label>
                    <caption>
                        <title>Average lipid content of faecal sludge (FS) as stratified by source.</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th align="center" colspan="1" rowspan="1">FS type</th>
                                <th align="center" colspan="1" rowspan="1">Lipid content, %
                                    <break/>of dried matter</th>
                                <th align="center" colspan="1" rowspan="1">Grams of lipids
                                    <break/>from 1000g of FS</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="center" colspan="1" rowspan="1">Pit septage</td>
                                <td align="center" colspan="1" rowspan="1">8.82 &#x00b1; 3.05</td>
                                <td align="center" colspan="1" rowspan="1">4.38 &#x00b1; 3.78</td>
                            </tr>
                            <tr>
                                <td align="center" colspan="1" rowspan="1">Public septage</td>
                                <td align="center" colspan="1" rowspan="1">9.05 &#x00b1; 3.99</td>
                                <td align="center" colspan="1" rowspan="1">1.78 &#x00b1; 2.45</td>
                            </tr>
                            <tr>
                                <td align="center" colspan="1" rowspan="1">Private septage</td>
                                <td align="center" colspan="1" rowspan="1">9.66 &#x00b1; 3.99</td>
                                <td align="center" colspan="1" rowspan="1">0.77 &#x00b1; 0.8</td>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
            </sec>
        </sec>
        <sec sec-type="conclusions">
            <title>Conclusions</title>
            <p>Management of FS is a major problem in most sub&#x2013;Sahara African countries, including Ghana. However, FS may hold the key to energy security, employment creation and sustainable use of resources, as it contains resources that can be mined for useful purposes. This study represents a systematic characterization of a significant number of samples from three principal sources of FS (pit latrines, private septage, public septage) in terms of conventional and novel parameters. Incorporation of such data into global databases, as well as process design and optimization tools is expected to result in more scientifically-informed options for overall FS management.</p>
        </sec>
        <sec>
            <title>Data availability</title>
            <p>Raw data are available on OSF: 
                <ext-link ext-link-type="uri" xlink:href="http://doi.org/10.17605/OSF.IO/D4HJF">http://doi.org/10.17605/OSF.IO/D4HJF</ext-link> (
                <xref ref-type="bibr" rid="ref-8">Chandran, 2017</xref>)</p>
            <p>
                <list list-type="bullet">
                    <list-item>
                        <p id="DS0">Dataset 1: Pit Latrine data: &#x201c;chemical characterisation of FS in the Kumasi Metropolis pit latrine raw data.csv&#x201d;</p>
                    </list-item>
                    <list-item>
                        <p id="DS1">Dataset 2: Private septage data: &#x201c;chemical characterisation of FS in the Kumasi Metropolis private septage raw data.csv&#x201d;</p>
                    </list-item>
                    <list-item>
                        <p id="DS2">Dataset 3: Public septage data: &#x201c;chemical characterisation of FS in the Kumasi Metropolis public septage raw data.csv&#x201d;</p>
                    </list-item>
                    <list-item>
                        <p>Summary of analyses: &#x201c;chemical characterisation of FS in the Kumasi Metropolis summary of analysis&#x201d;</p>
                    </list-item>
                </list>
</p>
            <p>Data are available under the terms of the 
                <ext-link ext-link-type="uri" xlink:href="http://creativecommons.org/publicdomain/zero/1.0/">Creative Commons Zero "No rights reserved" data waiver</ext-link> (CC0 1.0 Public domain dedication).</p>
        </sec>
    </body>
    <back>
        <ref-list>
            <ref id="ref-1">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Agyei</surname>
                            <given-names>PA</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Awuah</surname>
                            <given-names>E</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Oduro-Kwarteng</surname>
                            <given-names>S</given-names>
                        </name>
</person-group>:
                    <article-title>Faecal sludge management in Madina, Ghana.</article-title>
                    <source>

                        <italic toggle="yes">J Appl Tech Env Sanit.</italic>
</source>
                    <year>2011</year>;<volume>1</volume>(<issue>3</issue>):<fpage>239</fpage>&#x2013;<lpage>249</lpage>.
                    <ext-link ext-link-type="uri" xlink:href="https://www.researchgate.net/profile/Esi_Awuah/publication/266887017_Faecal_sludge_management_in_Madina_Ghana/links/550fc1530cf2ac2905af00bb/Faecal-sludge-management-in-Madina-Ghana.pdf?origin=publication_detail">Reference Source</ext-link>
                </mixed-citation>
            </ref>
            <ref id="ref-2">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Angerbauer</surname>
                            <given-names>C</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Siebenhofer</surname>
                            <given-names>M</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Mittelbach</surname>
                            <given-names>M</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Conversion of sewage sludge into lipids by 
                        <italic toggle="yes">Lipomyces starkeyi</italic> for biodiesel production.</article-title>
                    <source>

                        <italic toggle="yes">Bioresour Technol.</italic>
</source>
                    <year>2008</year>;<volume>99</volume>(<issue>8</issue>):<fpage>3051</fpage>&#x2013;<lpage>3056</lpage>.
                    <pub-id pub-id-type="pmid">17719773</pub-id>
                    <pub-id pub-id-type="doi">10.1016/j.biortech.2007.06.045</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref-3">
                <mixed-citation publication-type="journal">
                    <collab>APHA&#x2014;AWWA-WEF</collab>:
                    <article-title>Standard Methods for the Examination of Water and Wastewater</article-title>. 22nd Edition.<year>1998</year>.
                    <ext-link ext-link-type="uri" xlink:href="https://beta-static.fishersci.ca/content/dam/fishersci/en_US/documents/programs/scientific/technical-documents/white-papers/apha-water-testing-standard-methods-white-paper.pdf">Reference Source</ext-link>
                </mixed-citation>
            </ref>
            <ref id="ref-4">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Appiah-Effah</surname>
                            <given-names>E</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Nyarko</surname>
                            <given-names>KB</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Awuah</surname>
                            <given-names>E</given-names>
                        </name>
</person-group>:
                    <article-title>Characterization of Public Toilet Sludge from Peri-Urban and Rural Areas of Ashanti Region of Ghana.</article-title>
                    <source>

                        <italic toggle="yes">J Appl Sci Env Sanit.</italic>
</source>
                    <year>2014</year>;<volume>9</volume>(<issue>3</issue>):<fpage>175</fpage>&#x2013;<lpage>184</lpage>.
                    <ext-link ext-link-type="uri" xlink:href="https://www.researchgate.net/profile/Eugene_Appiah-Effah/publication/272478479_CHARACTERIZATION_OF_PUBLIC_TOILET_SLUDGE_FROM_PERI-URBAN_AND_RURAL_AREAS_OF_ASHANTI_REGION_OF_GHANA/links/550beba90cf2063799390414/CHARACTERIZATION-OF-PUBLIC-TOILET-SLUDGE-FROM-PERI-URBAN-AND-RURAL-AREAS-OF-ASHANTI-REGION-OF-GHANA.pdf?origin=publication_detail">Reference Source</ext-link>
                </mixed-citation>
            </ref>
            <ref id="ref-5">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Arthur</surname>
                            <given-names>R</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Baidoo</surname>
                            <given-names>MF</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Antwi</surname>
                            <given-names>E</given-names>
                        </name>
</person-group>:
                    <article-title>Biogas as a potential renewable energy source: A Ghanaian case study.</article-title>
                    <source>

                        <italic toggle="yes">Renew Energ.</italic>
</source>
                    <year>2011</year>;<volume>36</volume>(<issue>5</issue>):<fpage>1510</fpage>&#x2013;<lpage>1516</lpage>.
                    <pub-id pub-id-type="doi">10.1016/j.renene.2010.11.012</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref-6">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Chaggu</surname>
                            <given-names>EJ</given-names>
                        </name>
</person-group>:
                    <article-title>Sustainable environmental protection using modified pit-latrines</article-title>.<year>2004</year>.
                    <ext-link ext-link-type="uri" xlink:href="https://www.ircwash.org/resources/sustainable-environmental-protection-using-modified-pit-latrines">Reference Source</ext-link>
                </mixed-citation>
            </ref>
            <ref id="ref-7">
                <mixed-citation publication-type="book">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Chandran</surname>
                            <given-names>K</given-names>
                        </name>
</person-group>:
                    <article-title>Technologies and Framework for Resource Recovery and Beneficiation from Human Waste</article-title>.
                    <italic toggle="yes">In: Water Reclamation and Sustainability</italic>. Elsevier.<year>2014</year>;<fpage>415</fpage>&#x2013;<lpage>430</lpage>.
                    <pub-id pub-id-type="doi">10.1016/B978-0-12-411645-0.00017-1</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref-8">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Chandran</surname>
                            <given-names>K</given-names>
                        </name>
</person-group>:
                    <article-title>Chemical Characterization of Faecal Sludge in the Kumasi Metropolis, Ghana.</article-title>
                    <source>

                        <italic toggle="yes">Open Science Framework.</italic>
</source>
                    <year>2017</year>.
                    <ext-link ext-link-type="uri" xlink:href="http://dx.doi.org/10.17605/OSF.IO/D4HJF">Data Source</ext-link>
                </mixed-citation>
            </ref>
            <ref id="ref-9">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Cofie</surname>
                            <given-names>OO</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Agbottah</surname>
                            <given-names>S</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Strauss</surname>
                            <given-names>M</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Solid-liquid separation of faecal sludge using drying beds in Ghana: implications for nutrient recycling in urban agriculture.</article-title>
                    <source>

                        <italic toggle="yes">Water Res.</italic>
</source>
                    <year>2006</year>;<volume>40</volume>(<issue>1</issue>):<fpage>75</fpage>&#x2013;<lpage>82</lpage>.
                    <pub-id pub-id-type="pmid">16343581</pub-id>
                    <pub-id pub-id-type="doi">10.1016/j.watres.2005.10.023</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref-10">
                <mixed-citation publication-type="book">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>de-Bashan</surname>
                            <given-names>L</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Bashan</surname>
                            <given-names>Y</given-names>
                        </name>
</person-group>:
                    <article-title>Fertilizer potential of phosphorus recovered from wastewater treatments</article-title>.
                    <italic toggle="yes">First International Meeting on Microbial Phosphate Solubilization</italic>. Springer.<year>2007</year>;<fpage>179</fpage>&#x2013;<lpage>184</lpage>.
                    <pub-id pub-id-type="doi">10.1007/978-1-4020-5765-6_27</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref-11">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>de-Bashan</surname>
                            <given-names>LE</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Bashan</surname>
                            <given-names>Y</given-names>
                        </name>
</person-group>:
                    <article-title>Recent advances in removing phosphorus from wastewater and its future use as fertilizer (1997&#x2013;2003).</article-title>
                    <source>

                        <italic toggle="yes">Water Res.</italic>
</source>
                    <year>2004</year>;<volume>38</volume>(<issue>19</issue>):<fpage>4222</fpage>&#x2013;<lpage>4246</lpage>.
                    <pub-id pub-id-type="pmid">15491670</pub-id>
                    <pub-id pub-id-type="doi">10.1016/j.watres.2004.07.014</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref-12">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Doku</surname>
                            <given-names>IA</given-names>
                        </name>
</person-group>:
                    <article-title>Anaerobic treatment of nightsoil and toilet sludge from on-site sanitation systems in Ghana</article-title>. University of Leeds.<year>2002</year>.
                    <ext-link ext-link-type="uri" xlink:href="http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.691.1790&amp;rep=rep1&amp;type=pdf">Reference Source</ext-link>
                </mixed-citation>
            </ref>
            <ref id="ref-13">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Gaterell</surname>
                            <given-names>MR</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Gay</surname>
                            <given-names>R</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Wilson</surname>
                            <given-names>R</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>An economic and environmental evaluation of the opportunities for substituting phosphorus recovered from wastewater treatment works in existing UK fertiliser markets.</article-title>
                    <source>

                        <italic toggle="yes">Environ Technol.</italic>
</source>
                    <year>2000</year>;<volume>21</volume>(<issue>9</issue>):<fpage>1067</fpage>&#x2013;<lpage>1084</lpage>.
                    <pub-id pub-id-type="doi">10.1080/09593332108618050</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref-14">
                <mixed-citation publication-type="journal">
                    <collab>Ghana Statistical Service</collab>:
                    <article-title>2010 Population &amp; Housing Census Summary Report Of Final Results</article-title>.<year>2012</year>.
                    <ext-link ext-link-type="uri" xlink:href="http://www.statsghana.gov.gh/docfiles/2010phc/Census2010_Summary_report_of_final_results.pdf">Reference Source</ext-link>
                </mixed-citation>
            </ref>
            <ref id="ref-15">
                <mixed-citation publication-type="journal">
                    <collab>Ghana Statistical Service</collab>:
                    <article-title>Ghana Living Standards Survey, The Service</article-title>.<year>2014</year>.</mixed-citation>
            </ref>
            <ref id="ref-16">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Heinss</surname>
                            <given-names>U</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Larmie</surname>
                            <given-names>S</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Strauss</surname>
                            <given-names>M</given-names>
                        </name>
</person-group>:
                    <article-title>Solids Separation and Pond Systems for the Treatment of Septage and Public Toilet Sludges in Tropical Climate-Lessons Learnt and Recommendations for Preliminary Design</article-title>. EAWAG. EAWAG/SANDEC Raport.<year>1998</year>.</mixed-citation>
            </ref>
            <ref id="ref-17">
                <mixed-citation publication-type="book">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Horwitz</surname>
                            <given-names>W</given-names>
                        </name>
</person-group>:
                    <article-title>Meat and meat products, 24.005. Crude fat or ether extract--official final action</article-title>. Official methods of analysis of AOAC. 13th ed. Washington, DC: American Organic Analytic Chemists,<year>1980</year>;<fpage>132</fpage>&#x2013;<lpage>370</lpage>.</mixed-citation>
            </ref>
            <ref id="ref-18">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Kargbo</surname>
                            <given-names>DM</given-names>
                        </name>
</person-group>:
                    <article-title>Biodiesel Production from Municipal Sewage Sludges.</article-title>
                    <source>

                        <italic toggle="yes">Energy &amp; Fuels.</italic>
</source>
                    <year>2010</year>;<volume>24</volume>(<issue>5</issue>):<fpage>2791</fpage>&#x2013;<lpage>2794</lpage>.
                    <pub-id pub-id-type="doi">10.1021/ef1001106</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref-19">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Klingel</surname>
                            <given-names>F</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Montangero</surname>
                            <given-names>A</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Kon&#x00e9;</surname>
                            <given-names>D</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Fecal sludge management in developing countries: A planning manual</article-title>. Swiss Federal Institute for Environmental Science and Technology Department for Water and Sanitation in Developing Countries, Switzerland.<year>2002</year>.
                    <ext-link ext-link-type="uri" xlink:href="https://www.sswm.info/sites/default/files/reference_attachments/KLINGEL%202002%20Fecal%20Sludge%20Management%20in%20Developing%20Countries%20A%20planning%20manual.pdf">Reference Source</ext-link>
                </mixed-citation>
            </ref>
            <ref id="ref-20">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Koottatep</surname>
                            <given-names>T</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Polprasert</surname>
                            <given-names>C</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Oanh</surname>
                            <given-names>NT</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Sludges from on site sanitation systems-low-cost treatment alternatives</article-title>. IWA Conference On Water And Wastewater Management for Developing Countries,<year>2001</year>;<fpage>29</fpage>&#x2013;<lpage>31</lpage>.
                    <ext-link ext-link-type="uri" xlink:href="http://waterfund.go.ke/watersource/Downloads/004.%20On-site%20Sanitation%20Sludge%20Treatment.pdf">Reference Source</ext-link>
                </mixed-citation>
            </ref>
            <ref id="ref-21">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Kuffour</surname>
                            <given-names>AR</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Awuah</surname>
                            <given-names>E</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Anyemedu</surname>
                            <given-names>FO</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Effect of using different particle sizes of sand as filter media for dewatering faecal sludge.</article-title>
                    <source>

                        <italic toggle="yes">Desalination.</italic>
</source>
                    <year>2009</year>;<volume>248</volume>(<issue>1&#x2013;3</issue>):<fpage>308</fpage>&#x2013;<lpage>314</lpage>.
                    <pub-id pub-id-type="doi">10.1016/j.desal.2008.05.121</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref-22">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Kuffour</surname>
                            <given-names>AR</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Awuah</surname>
                            <given-names>E</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Sarpong</surname>
                            <given-names>D</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Effects of different solid loading rates of faecal sludge on the dewatering performance of unplanted filter bed.</article-title>
                    <source>

                        <italic toggle="yes">Civil Envir Res.</italic>
</source>
                    <year>2013</year>;<volume>3</volume>(<issue>4</issue>):<fpage>39</fpage>&#x2013;<lpage>48</lpage>.
                    <ext-link ext-link-type="uri" xlink:href="http://www.iiste.org/Journals/index.php/CER/article/download/5046/5145">Reference Source</ext-link>
                </mixed-citation>
            </ref>
            <ref id="ref-23">
                <label/>
                <mixed-citation publication-type="book">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Metcalf</surname>
                            <given-names>F</given-names>
                        </name>
</person-group>:
                    <article-title>Waste water engineering: treatment and reuse</article-title>. 4th edn. Revised by Tchobanoglous G, Burton FL, Stensel HD. McGraw-Hill, New York.<year>2003</year>.
                    <ext-link ext-link-type="uri" xlink:href="https://archive.org/details/MetcalfEddyWastewaterEngineeringTreatmentAndReuse">Reference Source</ext-link>
                </mixed-citation>
            </ref>
            <ref id="ref-24">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Murray</surname>
                            <given-names>A</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Cofie</surname>
                            <given-names>O</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Drechsel</surname>
                            <given-names>P</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Efficiency indicators for waste-based business models: fostering private-sector participation in wastewater and faecal-sludge management.</article-title>
                    <source>

                        <italic toggle="yes">Water Int.</italic>
</source>
                    <year>2011</year>;<volume>36</volume>(<issue>4</issue>):<fpage>505</fpage>&#x2013;<lpage>521</lpage>.
                    <pub-id pub-id-type="doi">10.1080/02508060.2011.594983</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref-25">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>R&#x00e9;veill&#x00e9;</surname>
                            <given-names>V</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Mansuy</surname>
                            <given-names>L</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Jard&#x00e9;</surname>
                            <given-names>&#x00c9;</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Characterisation of sewage sludge-derived organic matter: lipids and humic acids.</article-title>
                    <source>

                        <italic toggle="yes">Org Geochem.</italic>
</source>
                    <year>2003</year>;<volume>34</volume>(<issue>4</issue>):<fpage>615</fpage>&#x2013;<lpage>627</lpage>.
                    <pub-id pub-id-type="doi">10.1016/S0146-6380(02)00216-4</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref-26">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Strande</surname>
                            <given-names>L</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Brdjanovic</surname>
                            <given-names>D</given-names>
                        </name>
</person-group>:
                    <article-title>Faecal sludge management: systems approach for implementation and operation</article-title>. IWA publishing.<year>2014</year>.
                    <ext-link ext-link-type="uri" xlink:href="http://www.eawag.ch/fileadmin/Domain1/Abteilungen/sandec/publikationen/EWM/Book/FSM_Ch0_Table_of_Contents.pdf">Reference Source</ext-link>
                </mixed-citation>
            </ref>
            <ref id="ref-27">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Strauss</surname>
                            <given-names>M</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Larmie</surname>
                            <given-names>SA</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Heinss</surname>
                            <given-names>U</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Treating faecal sludges in ponds.</article-title>
                    <source>

                        <italic toggle="yes">Water Sci Technol.</italic>
</source>
                    <year>2000</year>;<volume>42</volume>(<issue>10&#x2013;11</issue>):<fpage>283</fpage>&#x2013;<lpage>290</lpage>.
                    <ext-link ext-link-type="uri" xlink:href="http://iwaponline.com/content/42/10-11/283">Reference Source</ext-link>
                </mixed-citation>
            </ref>
            <ref id="ref-28">
                <mixed-citation publication-type="book">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Torondel</surname>
                            <given-names>B</given-names>
                        </name>
</person-group>:
                    <article-title>Sanitation ventures literature review: on-site sanitation waste characteristics</article-title>. London, UK: London School of Hygiene &amp; Tropical Medicine.<year>2010</year>.
                    <ext-link ext-link-type="uri" xlink:href="https://www.google.co.in/url?sa=t&amp;rct=j&amp;q=&amp;esrc=s&amp;source=web&amp;cd=1&amp;ved=0ahUKEwiL0625yprXAhXKL48KHSmvDPkQFggoMAA&amp;url=https%3A%2F%2Focw.un-ihe.org%2Fpluginfile.php%2F668%2Fmod_folder%2Fcontent%2F0%2FLatrines-Literature-Review.pdf%3Fforcedownload%3D1&amp;usg=AOvVaw2QqKe4k_ddnAFlsbfxnOnr">Reference Source</ext-link>
                </mixed-citation>
            </ref>
        </ref-list>
    </back>
    <sub-article article-type="reviewer-report" id="report26091">
        <front-stub>
            <article-id pub-id-type="doi">10.21956/gatesopenres.13817.r26091</article-id>
            <title-group>
                <article-title>Reviewer response for version 1</article-title>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author">
                    <name>
                        <surname>Drechsel</surname>
                        <given-names>Pay</given-names>
                    </name>
                    <xref ref-type="aff" rid="r26091a1">1</xref>
                    <role>Referee</role>
                </contrib>
                <contrib contrib-type="author">
                    <name>
                        <surname>Nikiema</surname>
                        <given-names>Josiane</given-names>
                    </name>
                    <xref ref-type="aff" rid="r26091a2">2</xref>
                    <role>Co-referee</role>
                </contrib>
                <aff id="r26091a1">
                    <label>1</label>International Water Management Institute (IWMI), Colombo, Sri Lanka</aff>
                <aff id="r26091a2">
                    <label>2</label>International Water Management Institute (IWMI), Accra, Ghana</aff>
            </contrib-group>
            <author-notes>
                <fn fn-type="conflict">
                    <p>
                        <bold>Competing interests: </bold>No competing interests were disclosed.</p>
                </fn>
            </author-notes>
            <pub-date pub-type="epub">
                <day>14</day>
                <month>12</month>
                <year>2017</year>
            </pub-date>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2017 Drechsel P and Nikiema J</copyright-statement>
                <copyright-year>2017</copyright-year>
                <license xlink:href="https://creativecommons.org/licenses/by/4.0/">
                    <license-p>This is an open access peer review report distributed under the terms of the Creative Commons Attribution Licence, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.</license-p>
                </license>
            </permissions>
            <related-article ext-link-type="doi" id="relatedArticleReport26091" related-article-type="peer-reviewed-article" xlink:href="10.12688/gatesopenres.12757.1"/>
            <custom-meta-group>
                <custom-meta>
                    <meta-name>recommendation</meta-name>
                    <meta-value>approve-with-reservations</meta-value>
                </custom-meta>
            </custom-meta-group>
        </front-stub>
        <body>
            <p>The paper is fine and acceptable as a Research Note. Still there are a few areas where the authors could work on for improved science quality and the interested reader: 
                <list list-type="bullet">
                    <list-item>
                        <p>A gap is that the data were not correlated to most of the key factors that influence FS characteristics. The variability experienced and reported could rather be more determined by other factors such as age of sludge, location of the facility,&#x00a0;etc. and it is a bit simplistic to associate it with the type of facility only.</p>
                    </list-item>
                    <list-item>
                        <p>A related&#x00a0;added value from this study would have been if the study was able to advance knowledge behind prediction of FS characteristics, based on certain criteria / determinants.</p>
                    </list-item>
                    <list-item>
                        <p>The level of detail how&#x00a0;results are presented across different indicators, like 235634.87 imply an accurancy which common analytical instruments do not&#x00a0;provide. In most cases, 234635 would be completely sufficient, although even this detail might exceed the detecting limit.</p>
                    </list-item>
                    <list-item>
                        <p>In the methodology, it would be good to elaborate a bit&#x00a0;more the sampling method for the toilets (e.g. how was it done). Please clarify further the classification of the waste storage facilities. E.g. Public toilets may use different storage systems. Why did you decide to consider them as one homogenous system?&#x00a0;The pit latrines could also be used by both households and clients attending public toilets. How did you account for that?</p>
                    </list-item>
                    <list-item>
                        <p>What are the implications of your findings on your specific goals? E.g. are all FS suitable for all applications? A bit more discussion in this regard would&#x00a0;be helpful.</p>
                    </list-item>
                </list>
            </p>
            <p>Is the work clearly and accurately presented and does it cite the current literature?</p>
            <p>Yes</p>
            <p>If applicable, is the statistical analysis and its interpretation appropriate?</p>
            <p>Partly</p>
            <p>Are all the source data underlying the results available to ensure full reproducibility?</p>
            <p>Yes</p>
            <p>Is the study design appropriate and is the work technically sound?</p>
            <p>Yes</p>
            <p>Are the conclusions drawn adequately supported by the results?</p>
            <p>Partly</p>
            <p>Are sufficient details of methods and analysis provided to allow replication by others?</p>
            <p>Yes</p>
            <p>Reviewer Expertise:</p>
            <p>Environmental sciences, soil and water analysis, sanitation, business modeling</p>
            <p>We confirm that we have read this submission and believe that we have an appropriate level of expertise to confirm that it is of an acceptable scientific standard, however we have significant reservations, as outlined above.</p>
        </body>
    </sub-article>
    <sub-article article-type="reviewer-report" id="report26094">
        <front-stub>
            <article-id pub-id-type="doi">10.21956/gatesopenres.13817.r26094</article-id>
            <title-group>
                <article-title>Reviewer response for version 1</article-title>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author">
                    <name>
                        <surname>Panesar</surname>
                        <given-names>Arne</given-names>
                    </name>
                    <xref ref-type="aff" rid="r26094a1">1</xref>
                    <role>Referee</role>
                </contrib>
                <contrib contrib-type="author">
                    <name>
                        <surname>Michels</surname>
                        <given-names>Astrid</given-names>
                    </name>
                    <xref ref-type="aff" rid="r26094a1">1</xref>
                    <role>Co-referee</role>
                </contrib>
                <aff id="r26094a1">
                    <label>1</label>German Corporation for International Cooperation GmbH (GIZ), Eschborn, Germany</aff>
            </contrib-group>
            <author-notes>
                <fn fn-type="conflict">
                    <p>
                        <bold>Competing interests: </bold>No competing interests were disclosed.</p>
                </fn>
            </author-notes>
            <pub-date pub-type="epub">
                <day>1</day>
                <month>12</month>
                <year>2017</year>
            </pub-date>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2017 Panesar A and Michels A</copyright-statement>
                <copyright-year>2017</copyright-year>
                <license xlink:href="https://creativecommons.org/licenses/by/4.0/">
                    <license-p>This is an open access peer review report distributed under the terms of the Creative Commons Attribution Licence, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.</license-p>
                </license>
            </permissions>
            <related-article ext-link-type="doi" id="relatedArticleReport26094" related-article-type="peer-reviewed-article" xlink:href="10.12688/gatesopenres.12757.1"/>
            <custom-meta-group>
                <custom-meta>
                    <meta-name>recommendation</meta-name>
                    <meta-value>approve</meta-value>
                </custom-meta>
            </custom-meta-group>
        </front-stub>
        <body>
            <p>The study describes a dataset of fecal sludge samples from 3 different categories and described the ranges for a number of typical sludge specific physico-chemical parameters.</p>
            <p> </p>
            <p> It could be interesting to evaluate correlations between the different parameters and include in results.</p>
            <p> </p>
            <p> We recommend to further reflect in the conclusions, reasons for statistically significant differences of the three types of FS categories and implications for their potential use as fertilizer/energy source. It is recommended to link more clearly the research question on which of three different FS categories can be used best for energy generation or as fertilizer.</p>
            <p> </p>
            <p> Are there conclusions that can be drawn for FS management &#x2013; which is a huge challenge in the region?</p>
            <p>Is the work clearly and accurately presented and does it cite the current literature?</p>
            <p>Yes</p>
            <p>If applicable, is the statistical analysis and its interpretation appropriate?</p>
            <p>Yes</p>
            <p>Are all the source data underlying the results available to ensure full reproducibility?</p>
            <p>Yes</p>
            <p>Is the study design appropriate and is the work technically sound?</p>
            <p>Yes</p>
            <p>Are the conclusions drawn adequately supported by the results?</p>
            <p>Partly</p>
            <p>Are sufficient details of methods and analysis provided to allow replication by others?</p>
            <p>Yes</p>
            <p>Reviewer Expertise:</p>
            <p>NA</p>
            <p>We confirm that we have read this submission and believe that we have an appropriate level of expertise to confirm that it is of an acceptable scientific standard.</p>
        </body>
    </sub-article>
</article>
