<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v3.0 20080202//EN" "http://dtd.nlm.nih.gov/publishing/3.0/journalpublishing3.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" dtd-version="3.0" xml:lang="en" article-type="research article">
 <front>
  <journal-meta>
   <journal-id journal-id-type="publisher-id">
    jwarp
   </journal-id>
   <journal-title-group>
    <journal-title>
     Journal of Water Resource and Protection
    </journal-title>
   </journal-title-group>
   <issn pub-type="epub">
    1945-3094
   </issn>
   <issn publication-format="print">
    1945-3108
   </issn>
   <publisher>
    <publisher-name>
     Scientific Research Publishing
    </publisher-name>
   </publisher>
  </journal-meta>
  <article-meta>
   <article-id pub-id-type="doi">
    10.4236/jwarp.2025.1710037
   </article-id>
   <article-id pub-id-type="publisher-id">
    jwarp-146388
   </article-id>
   <article-categories>
    <subj-group subj-group-type="heading">
     <subject>
      Articles
     </subject>
    </subj-group>
    <subj-group subj-group-type="Discipline-v2">
     <subject>
      Earth 
     </subject>
     <subject>
       Environmental Sciences
     </subject>
    </subj-group>
   </article-categories>
   <title-group>
    Relationship of Roof Areas and Rainwater Harvesting Tank Sizes for Squatter at Sion Village, Sarawak, Borneo Island
   </title-group>
   <contrib-group>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       King Kuok
      </surname>
      <given-names>
       Kuok
      </given-names>
     </name> 
     <xref ref-type="aff" rid="aff1"> 
      <sup>1</sup>
     </xref>
    </contrib>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Po Chan
      </surname>
      <given-names>
       Chiu
      </given-names>
     </name> 
     <xref ref-type="aff" rid="aff2"> 
      <sup>2</sup>
     </xref>
    </contrib>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Mei Yun
      </surname>
      <given-names>
       Chin
      </given-names>
     </name> 
     <xref ref-type="aff" rid="aff1"> 
      <sup>1</sup>
     </xref>
    </contrib>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Md. Rezaur
      </surname>
      <given-names>
       Rahman
      </given-names>
     </name> 
     <xref ref-type="aff" rid="aff3"> 
      <sup>3</sup>
     </xref>
    </contrib>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Khairul Anwar Mohamad
      </surname>
      <given-names>
       Said
      </given-names>
     </name> 
     <xref ref-type="aff" rid="aff3"> 
      <sup>3</sup>
     </xref>
    </contrib>
   </contrib-group> 
   <aff id="aff1">
    <addr-line>
     aFaculty of Engineering, Computing and Science, Swinburne University of Technology, Sarawak Campus, Sarawak, Malaysia
    </addr-line> 
   </aff> 
   <aff id="aff2">
    <addr-line>
     aFaculty of Computer Science and Information Technology, Universiti Malaysia Sarawak, Sarawak, Malaysia
    </addr-line> 
   </aff> 
   <aff id="aff3">
    <addr-line>
     aFaculty of Engineering, Universiti Malaysia Sarawak, Sarawak, Malaysia
    </addr-line> 
   </aff> 
   <pub-date pub-type="epub">
    <day>
     15
    </day> 
    <month>
     10
    </month>
    <year>
     2025
    </year>
   </pub-date> 
   <volume>
    17
   </volume> 
   <issue>
    10
   </issue>
   <fpage>
    697
   </fpage>
   <lpage>
    715
   </lpage>
   <history>
    <date date-type="received">
     <day>
      1,
     </day>
     <month>
      June
     </month>
     <year>
      2025
     </year>
    </date>
    <date date-type="published">
     <day>
      12,
     </day>
     <month>
      June
     </month>
     <year>
      2025
     </year> 
    </date> 
    <date date-type="accepted">
     <day>
      12,
     </day>
     <month>
      October
     </month>
     <year>
      2025
     </year> 
    </date>
   </history>
   <permissions>
    <copyright-statement>
     © Copyright 2014 by authors and Scientific Research Publishing Inc. 
    </copyright-statement>
    <copyright-year>
     2014
    </copyright-year>
    <license>
     <license-p>
      This work is licensed under the Creative Commons Attribution International License (CC BY). http://creativecommons.org/licenses/by/4.0/
     </license-p>
    </license>
   </permissions>
   <abstract>
    The rainwater harvesting system (RWHS) is widely recognized as a viable water source for drinking and non-drinking purposes, helping mitigate stormwater runoff. In 2019, an RWHS was installed in Sion village, a squatter that lacks connection to the potable water supply grid, with each household receiving a standardized tank size of 1.816 m
    <sup>3</sup>. However, the optimal tank size for rainwater harvesting can vary depending on roof sizes and water demands. Since the roofs in Sion village vary in size, this study aims to investigate the relationship between roof size and tank size, considering reliability percentage and installation cost. This investigation utilized the Tangki NAHRIM software and analyzed six different tank sizes: 0.682 m
    <sup>3</sup>, 1.136 m
    <sup>3</sup>, 1.589 m
    <sup>3</sup>, 1.816 m
    <sup>3</sup>, 2.270 m
    <sup>3</sup>, and 2.724 m
    <sup>3</sup>, across roof sizes of 60 m
    <sup>2</sup>, 85 m
    <sup>2</sup>, 100 m
    <sup>2</sup>, 160 m
    <sup>2</sup>, and 200 m
    <sup>2</sup>. The study set a benchmark for reliability between 80% and 89%. The reliability percentage gradually improves with increasing roof and tank sizes, but the installation cost increases as well. A minimum tank size of 0.682 m
    <sup>3</sup> was found sufficient to achieve a reliability of 85.02% for roof size of 85 m
    <sup>2</sup>, 85.57% for 100 m
    <sup>2</sup>, 88.84% for 160 m
    <sup>2</sup>, and 90.07% for 200 m
    <sup>2</sup>. Similar reliability percentage increment trends were observed for the tank sizes of 1.136 m
    <sup>3</sup>, 1.589 m
    <sup>3</sup>, 1.816 m
    <sup>3</sup>, 2.270 m
    <sup>3</sup>, and 2.724 m
    <sup>3</sup>. A tank size of 1.136 m
    <sup>3</sup> provides a reliability percentage of 95.50% for a roof size of 60 m
    <sup>2</sup>, making 1.136 m
    <sup>3</sup> the minimum optimal tank size for this roof area. Results revealed that all the investigated roof sizes achieved higher reliability percentages than 85%, starting from the tank size of 1.136 m
    <sup>3</sup>. Moreover, the tank size of 2.724 m
    <sup>3</sup> achieves a 100% reliability percentage for all roof sizes investigated except 60 m
    <sup>2</sup>. The payback period for various tank sizes with different roof areas ranges from 8.4 to 10.1 years against the water tariff charged by the Kuching Water Board (KWB). Thus, RWHS emerges as the most cost-effective alternative besides water mains for providing potable water supply to Sion village.
   </abstract>
   <kwd-group> 
    <kwd>
     Rainwater Harvesting System
    </kwd> 
    <kwd>
      Optimum Tank Size
    </kwd> 
    <kwd>
      Tangki NAHRIM
    </kwd> 
    <kwd>
      Payback Period
    </kwd> 
    <kwd>
      Reliability Percentage
    </kwd>
   </kwd-group>
  </article-meta>
 </front>
 <body>
  <sec id="s1">
   <title>1. Introduction</title>
   <p>One of the most pressing concerns confronting developing countries is the provision of safe drinking water for both urban and rural residents, particularly those living in areas remote from natural surface water sources such as rivers and lakes. Other internal factors, such as rising population pressure and conflict, privatization, illegal settlement, changing tenure arrangements, poverty, socio-economic differentiation, and environmental degradation, also have an impact on the quality, accessibility, and dependability of water supplies. In Malaysia, some rural areas are not connected to the potable water supply grid. The water source is mainly from the nearby river, which is of poor quality, especially in the areas exposed to logging activities. Malaysia’s river water is usually polluted or contaminated, resulting in many waterborne diseases <xref ref-type="bibr" rid="scirp.146388-1">
     [1]
    </xref>. Other developing countries also usually face this problem <xref ref-type="bibr" rid="scirp.146388-2">
     [2]
    </xref> <xref ref-type="bibr" rid="scirp.146388-3">
     [3]
    </xref>.</p>
   <p>
    <xref ref-type="bibr" rid="scirp.146388-"></xref>The Sarawak government has made numerous efforts to provide a clean drinking water supply. The main water suppliers in Sarawak are the Kuching Water Board (KWB), Sibu Water Board (SWB), Northern Region Water Board (NRWB), and the Sarawak Rural Water Supply Department (JBALB) <xref ref-type="bibr" rid="scirp.146388-4">
     [4]
    </xref>-<xref ref-type="bibr" rid="scirp.146388-6">
     [6]
    </xref>. The function of JBALB is to supply hygienic water to the rural residents, and their goal is to ensure 100% coverage for all rural residents by the year 2025 under the Sarawak Alternative Water Supply (SAWAS) programme <xref ref-type="bibr" rid="scirp.146388-7">
     [7]
    </xref>. SAWAS focuses on building centralized water treatment plants for larger rural communities through the ultrafiltration and reverse osmosis water treatment process. The state’s current clean water supply coverage is only 81.4% <xref ref-type="bibr" rid="scirp.146388-8">
     [8]
    </xref>. Although the Malaysia Federal and Sarawak State governments allocate funding to the SAWAS, more is needed to achieve the goal of 100% clean water supply coverage throughout the state by 2025. The cost of setting up a water treatment system can be substantially high, as it includes the cost of constructing the entire water treatment facilities and connecting them to a water distribution network.</p>
   <p>Hence, JBLAB needs to take a different approach under the SAWAS initiative. As Sarawak is blessed with abundant rainfall, one of the ways to ensure a reliable and sustainable raw water supply to the rural community for inland areas is to install a rainwater harvesting system (RWHS) for each rural household. Rainwater can be used for potable and non-potable purposes and can also be stored as a backup supply in times of water scarcity <xref ref-type="bibr" rid="scirp.146388-9">
     [9]
    </xref>. This approach could assist SAWAS in achieving 100% clean water supply coverage throughout Sarawak.</p>
   <p>
    <xref ref-type="bibr" rid="scirp.146388-"></xref>For 4000 years ago, the RWHS has been introducing and delivering high-quality water for drinking and cooking <xref ref-type="bibr" rid="scirp.146388-10">
     [10]
    </xref>. In Malaysia, the National Hydraulic Research Institute Malaysia (NAHRIM) is actively involved in designing and installing RWHS <xref ref-type="bibr" rid="scirp.146388-11">
     [11]
    </xref>. The water pH collected in rural areas is around 6 <xref ref-type="bibr" rid="scirp.146388-12">
     [12]
    </xref> <xref ref-type="bibr" rid="scirp.146388-13">
     [13]
    </xref>. A typical RWHS is known to have 80% to 89% efficiency in capturing rainwater <xref ref-type="bibr" rid="scirp.146388-14">
     [14]
    </xref> <xref ref-type="bibr" rid="scirp.146388-15">
     [15]
    </xref>. The factors affecting the reliability of RWHS are water demand, rainfall intensity, roof size, and rainwater harvesting tank size. The rain harvesting tank should be large enough to store sufficient captured rainwater to attain a higher efficiency or reliability percentage of the water supply. Other factors affecting the optimum rain harvesting tank size are climate, population, and environment.</p>
   <p>In this study, the selected study area is Sion village, a squatter located in the Serian Division, Sarawak. There is no water supply at Sion village. Global Peace Foundation Malaysia installed the RWHS for Sion village under the Communities Unite for Purewater (CUP) programme in 2018 to provide a clean water supply to the Sion community <xref ref-type="bibr" rid="scirp.146388-16">
     [16]
    </xref> <xref ref-type="bibr" rid="scirp.146388-17">
     [17]
    </xref>. The standard tank size installed was 2 m<sup>3</sup> for each household, without considering the roof sizes and water demands. However, the optimal rainwater harvesting tank size can vary depending on the roof size and water demands. Each house in this study had a distinct roof size and water demand. Therefore, this study’s novelty focuses especially on the analysis and design of optimal RWHS tank size and its relationship with roof sizes for a squatter settlement located in the tropical region.</p>
  </sec><sec id="s2">
   <title>2. Study Area</title>
   <p>
    <xref ref-type="bibr" rid="scirp.146388-"></xref>The selected study area is Sion village, located in Tapah area, Serian Division, Sarawak, Malaysia. Sion village is located east of Beratok village <xref ref-type="bibr" rid="scirp.146388-18">
     [18]
    </xref> <xref ref-type="bibr" rid="scirp.146388-19">
     [19]
    </xref> and 3 km northeast of Tapah, about 21 Miles south of Kuching city, Sarawak (refer to <xref ref-type="fig" rid="fig1">
     Figure 1
    </xref>). The settlement is made up of a variety of oddly shaped wood and brick dwellings that the villagers constructed using whatever resources they could find or afford. The gravel road towards Sion village is full of potholes and flooding in certain areas.</p>
   <fig id="fig1" position="float">
    <label>Figure 1</label>
    <caption>
     <title>
      <xref ref-type="bibr" rid="scirp.146388-"></xref>Figure 1. Locality of Sion Village.</title>
    </caption>
    <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/9405160-rId17.jpeg?20251015025127" />
   </fig>
   <p>
    <xref ref-type="bibr" rid="scirp.146388-"></xref>Sion villagers place less emphasis on children’s education since children are considered the family’s primary labor force. The village’s ladies will often stay at home, take care of the household chores, and grow vegetables for the family’s consumption. There are 42 households in total, with approximately 200 villagers. Most villagers are Ibans and Bidayuh, with a small percentage of mixed-parentage Chinese and Malay <xref ref-type="bibr" rid="scirp.146388-20">
     [20]
    </xref>. Most villagers work as laborers in Kuching, with fewer working in small-scale farming.</p>
   <p>In the past, the Sion communities mainly relied on rainwater and a river located 300m away as their primary water source <xref ref-type="bibr" rid="scirp.146388-16">
     [16]
    </xref>. In recent years, the nearby river water has been severely polluted by the upstream pig and poultry farms, making it unsuitable for potable usage. Villagers began to get rashes that turned into open sores and scabs due to taking baths in the polluted river. Realizing this, Sion villagers turned to rainwater as their primary water source. Due to financial restrictions, the rainwater was collected using modified zinc pieces as a gutter, and the harvested rainwater was stored in buckets, jars, barrels, and tanks. During the drought season, some Sion villagers walk 3km daily to the market nearby to purchase drinking water, even though their average household income is only RM800 per month.</p>
   <p>Starting in 2018, Sion villagers have improved access to clean water under the Communities Unite for Purewater (CUP) programme, initiated by Global Peace Foundation Malaysia. YTL Power sponsored this CUP project for the Social Outcome Fund in partnership with Agensi Inovasi Malaysia (AIM). CUP aims to uplift the welfare of rural and impoverished communities by providing clean water. To date, CUP has benefited over 4256 people in 21 communities across Malaysia through technical solutions that improve access to water, a filtration technology that provides clean drinking water, and provides Water, Sanitation, and Hygiene (WASH) training that increases knowledge and awareness on water management and hygiene. This project was started in February 2018 and was completed in February 2019.</p>
   <fig id="fig2" position="float">
    <label>Figure 2</label>
    <caption>
     <title>
      <xref ref-type="bibr" rid="scirp.146388-"></xref>Figure 2. RWHS designed by the team from Swinburne Sarawak in 2019.</title>
    </caption>
    <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/9405160-rId18.jpeg?20251015025127" />
   </fig>
   <p>Each house that participated in the CUP programme received a water tank (as presented in <xref ref-type="fig" rid="fig2">
     Figure 2
    </xref>), water purifier, properly installed gutters, and plumbing to collect rainwater from the rooftops effectively. Using the Global Peace water purifier gives each family access to clean water for all of their household needs. In addition, a high-volume LifeStraw Community filter was also installed to provide villagers with free access to clean water (refer to <xref ref-type="fig" rid="fig3">
     Figure 3
    </xref>). This filter has the ability to remove up to 99.9999% of bacteria, viruses, and sediments from the water, making it safe to drink even without boiling <xref ref-type="bibr" rid="scirp.146388-21">
     [21]
    </xref>.</p>
   <fig id="fig3" position="float">
    <label>Figure 3</label>
    <caption>
     <title>
      <xref ref-type="bibr" rid="scirp.146388-"></xref>Figure 3. LifeStraw rainwater filter system.</title>
    </caption>
    <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/9405160-rId19.jpeg?20251015025127" />
   </fig>
  </sec><sec id="s3">
   <title>
    <xref ref-type="bibr" rid="scirp.146388-"></xref>3. Methodology</title>
   <p>In this study, Tangki NAHRIM, a rain harvesting design tool, is utilized to find the optimal tank size <xref ref-type="bibr" rid="scirp.146388-22">
     [22]
    </xref>. This software can be downloaded for free from the official website of National Water Research Institute of Malaysia (NAHRIM). Tangki NAHRIM considers rainfall volume and pattern, roof catchment area, and water demand. Input data include daily rainfall, roof area, percentage of losses from roof runoff, daily water demand, and tank volume. The output includes total rainwater captured, daily rainwater volume delivered, system reliability, rainwater utilization percentage, storage efficiency, and the number of days without rain or with an empty tank. Manual calculations will be used to verify the software’s reliability.</p>
   <p>Four main parameters to determine the most appropriate and optimum size of a rainwater harvesting tank: rainfall pattern, household size, catchment area, and water demand. The potential impacts of each parameter are discussed as follows:</p>
   <p>Rainfall pattern: The rainfall pattern is essential to analyze the availability of rainwater to be stored in the rainwater harvesting storage tank for household water supply. Historical daily rainfall data for Tarat Rainfall Station from 2013 to 2023 were obtained from the Department of Irrigation &amp; Drainage (DID) Sarawak. The rainfall data was input into TANGKI NAHRIM rainwater harvesting simulation software to determine the reliability percentage.</p>
   <p>Household size: Household size is crucial to determine the total water demand and consumption. The quantitative survey showed that the average household size in Sion village is six persons.</p>
   <p>Catchment area: The roof catchment area is the horizontal roof plane under the eaves. The 42 households in Sion village were grouped into five roof sizes, namely 60 m<sup>2</sup>, 85 m<sup>2</sup>, 100 m<sup>2</sup>, 160 m<sup>2</sup>, and 200 m<sup>2</sup>. Roof runoff flow into RWHS is calculated using Equation (1).</p>
   <p>Q = I<sub>eff</sub> × C × A (1)</p>
   <p>where Q is the daily runoff (L), C is the runoff coefficient, A is the roof area connected to the tank (m<sup>2</sup>), and I<sub>eff</sub> is the daily effective rainfall (mm). I<sub>eff</sub> is obtained using Equation (2).</p>
   <p>I<sub>eff</sub> = Daily rainfall − First flush (2)</p>
   <p>First flush is essential to remove dust, bird and animal droppings, leaves, and debris from the roof surface.</p>
   <p>Water demand volume: Questionnaires as shown in the appendix, were used to collect local water usage data. The details of the water demand in Sion village are presented in <xref ref-type="table" rid="table1">
     Table 1
    </xref>.</p>
   <table-wrap id="table1">
    <label>
     <xref ref-type="table" rid="table1">
      Table 1
     </xref></label>
    <caption>
     <title>
      <xref ref-type="bibr" rid="scirp.146388-"></xref>Table 1. Daily water demands per person in rural areas <xref ref-type="bibr" rid="scirp.146388-8">
       [8]
      </xref>.</title>
    </caption>
    <table class="MsoTableGrid custom-table" border="0" cellspacing="0" cellpadding="0"> 
     <tr> 
      <td class="custom-bottom-td aleft" width="37.36%"><p style="text-align:left">Activities</p></td> 
      <td class="custom-bottom-td aleft" width="36.49%"><p style="text-align:left">Water Demand (L)</p></td> 
     </tr> 
     <tr> 
      <td class="custom-top-td aleft" width="37.36%"><p style="text-align:left">Drinking</p></td> 
      <td class="custom-top-td aleft" width="36.49%"><p style="text-align:left">4</p></td> 
     </tr> 
     <tr> 
      <td class="aleft" width="37.36%"><p style="text-align:left">Cooking</p></td> 
      <td class="aleft" width="36.49%"><p style="text-align:left">6</p></td> 
     </tr> 
     <tr> 
      <td class="aleft" width="37.36%"><p style="text-align:left">Personal hygiene</p></td> 
      <td class="aleft" width="36.49%"><p style="text-align:left">50</p></td> 
     </tr> 
     <tr> 
      <td class="aleft" width="37.36%"><p style="text-align:left">Laundry</p></td> 
      <td class="aleft" width="36.49%"><p style="text-align:left">20</p></td> 
     </tr> 
     <tr> 
      <td class="aleft" width="37.36%"><p style="text-align:left">Utensils Washing</p></td> 
      <td class="aleft" width="36.49%"><p style="text-align:left">10</p></td> 
     </tr> 
     <tr> 
      <td class="aleft" width="37.36%"><p style="text-align:left">House Cleaning</p></td> 
      <td class="aleft" width="36.49%"><p style="text-align:left">15</p></td> 
     </tr> 
     <tr> 
      <td class="aleft" width="37.36%"><p style="text-align:left">Toilet</p></td> 
      <td class="aleft" width="36.49%"><p style="text-align:left">35</p></td> 
     </tr> 
    </table>
   </table-wrap>
   <p>
    <xref ref-type="fig" rid="fig4">
     Figure 4
    </xref>presents the detailed steps in modeling a rainwater harvesting tank to determine the relationship among water demand, roof sizes, and optimum size of the rain harvesting tank using Tangki NAHRIM software. The standard procedures for optimizing rain harvesting tank are:</p>
   <p>a) Insert rainfall data—Kuching rainfall data is not available in the Tangki NAHRIM rainfall station dropdown menu. Hence, rainfall data for the Kuching station will be added manually and loaded into Tangki NAHRIM software.</p>
   <p>
    <xref ref-type="bibr" rid="scirp.146388-"></xref>b) Input roof information—roof information, including size and runoff coefficient for roof material, is input into Tangki NAHRIM. The runoff coefficient for a zinc roof that installed in this study is 0.95 <xref ref-type="bibr" rid="scirp.146388-23">
     [23]
    </xref>.</p>
   <p>c) Input water demand information—the water demand per day for each household is required to determine the optimum tank size for each household.</p>
   <p>d) Input first flush volume—first flush is essential for protecting the rainwater quality by isolating the contaminant-laden water, including organic and inorganic fine particles from the roof. The first flush volumes required for different roof areas are tabulated in <xref ref-type="table" rid="table2">
     Table 2
    </xref>.</p>
   <p>e) Run the simulation—The final step is running the simulation, and the resulting output will present the reliability of different rainwater harvesting tank sizes.</p>
   <fig id="fig4" position="float">
    <label>Figure 4</label>
    <caption>
     <title>
      <xref ref-type="bibr" rid="scirp.146388-"></xref>Figure 4. Chronology of the design process.</title>
    </caption>
    <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/9405160-rId20.jpeg?20251015025127" />
   </fig>
   <table-wrap id="table2">
    <label>
     <xref ref-type="table" rid="table2">
      Table 2
     </xref></label>
    <caption>
     <title>
      <xref ref-type="bibr" rid="scirp.146388-"></xref>Table 2. First flush requirement <xref ref-type="bibr" rid="scirp.146388-23">
       [23]
      </xref>.</title>
    </caption>
    <table class="MsoTableGrid custom-table" border="0" cellspacing="0" cellpadding="0"> 
     <tr> 
      <td class="custom-bottom-td aleft" width="36.92%"><p style="text-align:left">Roof Area (m<sup>2</sup>)</p></td> 
      <td class="custom-bottom-td aleft" width="42.37%"><p style="text-align:left">First Flush Volume (m<sup>3</sup>)</p></td> 
     </tr> 
     <tr> 
      <td class="custom-top-td aleft" width="36.92%"><p style="text-align:left">Less than 100</p></td> 
      <td class="custom-top-td aleft" width="42.37%"><p style="text-align:left">0.025 - 0.05</p></td> 
     </tr> 
     <tr> 
      <td class="aleft" width="36.92%"><p style="text-align:left">100 - 4356</p></td> 
      <td class="aleft" width="42.37%"><p style="text-align:left">0.05 - 2.5</p></td> 
     </tr> 
     <tr> 
      <td class="aleft" width="36.92%"><p style="text-align:left">Greater than 4356</p></td> 
      <td class="aleft" width="42.37%"><p style="text-align:left">2.5</p></td> 
     </tr> 
    </table>
   </table-wrap>
   <p>To investigate the relationships among water demand, roof sizes, and optimum rain harvesting tank size for rural areas in the tropical region, various graphs will be plotted. The optimum tank size will be justified according to the reliability percentage. Higher reliability indicates that the rainwater harvesting system (RWHS) can store sufficient water to meet the water demand. The developed graphs that will be used to determine the optimum tank size for rural areas in the tropical region, particularly in Borneo, are:</p>
   <p>a) Reliability Percentage vs. Roof Area</p>
   <p>b) Tank Size vs. Roof Area</p>
   <p>c) Installation Cost vs. Tank Size</p>
   <p>d) Reliability Percentage vs. Installation Cost of Various Tank and Roof Sizes</p>
   <p>
    <xref ref-type="bibr" rid="scirp.146388-"></xref>According to the World Health Organization (WHO), the Drinking-Water Quality: Small Water Supplies guideline explicitly aims for 100% reliability in small or rural systems is often impractical <xref ref-type="bibr" rid="scirp.146388-24">
     [24]
    </xref>. However, reliability beyond 90% often requires exponentially greater infrastructure investment, such as larger roofs, tanks and backup systems. Therefore, the targeting reliability for RWHS ranges from 80% - 89% to achieve adequate potable capacity at reasonable cost <xref ref-type="bibr" rid="scirp.146388-25">
     [25]
    </xref>-<xref ref-type="bibr" rid="scirp.146388-27">
     [27]
    </xref>.</p>
   <p>Thereafter, a cost analysis will be conducted to determine the payback period for the optimum tank size. RWHS installation costs as a whole are regarded as an early investment. After that, the rainwater collected will be supplied continuously without any charge. By comparing the RWHS installation cost against the water tariff charged by Kuching Water Board (KWB), a payback period analysis will be carried out to calculate the return on investment (ROI) for installing the rainwater harvesting system (RWHS).</p>
  </sec><sec id="s4">
   <title>4. Results and Discussion</title>
   <sec id="s4_1">
    <title>4.1. Roof Sizes and the Reliability Percentage for Different Tank Sizes</title>
    <fig id="fig5" position="float">
     <label>Figure 5</label>
     <caption>
      <title>
       <xref ref-type="bibr" rid="scirp.146388-"></xref>Figure 5. Reliability percentage vs roof area graph.</title>
     </caption>
     <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/9405160-rId21.jpeg?20251015025128" />
    </fig>
    <p>In this study, the supply of harvested rainwater is calculated according to yield-before-spillage (YBS) algorithm. YBS algorithm is adopting an optimistic approach, where the water is expected to be drawn from the storage tank and supplied to the end users before overflowing the tank. The remaining water after usage will be stored in the tank for use in the following days <xref ref-type="bibr" rid="scirp.146388-28">
      [28]
     </xref>. Since a higher reliability percentage will raise the cost of installing rainwater collecting tanks, it is unnecessary to attain a 100% reliability percentage for the ideal tank size. <xref ref-type="fig" rid="fig5">
      Figure 5
     </xref> demonstrates that the tank size of 2.724 m<sup>3</sup> achieves a 100% reliability percentage for any roof size except for the roof size of 60 m<sup>2</sup>. However, the tank size of 2.724 m<sup>3</sup> is much more expensive than other smaller tanks. Therefore, installing 2.724 m<sup>3</sup> of rainwater harvesting for each household in Sion village is not financially feasible.</p>
    <p>
     <xref ref-type="bibr" rid="scirp.146388-"></xref>Therefore, a more practical rain harvesting tank size should be chosen for Sion village. Results revealed that the smallest tank size of 0.682 m<sup>3</sup> with the smallest roof size of 60 m<sup>2</sup> could achieve a 79.49% reliability percentage. The reliability percentage is improving gradually as the roof sizes increase from 60 m<sup>2</sup> to 200 m<sup>2</sup>, with 85.02% for 85 m<sup>2</sup>, 85.68% for 100 m<sup>2</sup>, 88.85% for 160 m<sup>2</sup>, and 90.07% for 200 m<sup>2</sup>. Similar reliability percentage increment trends were observed for tank sizes of 1.136 m<sup>3</sup>, 1.589 m<sup>3</sup>, 1.816 m<sup>3</sup>, 2.270 m<sup>3</sup>, and 2.724 m<sup>3</sup>.</p>
    <p>
     <xref ref-type="bibr" rid="scirp.146388-"></xref>The reliability percentage for the tank size of 0.682 m<sup>3</sup> and the roof size of 60 m<sup>2</sup> is 79.49%. With the same roof area, it was observed that the reliability percentage increased significantly for the tank size of 1.1368 m<sup>3</sup> to 95.50%. The results show that from tank sizes of 1.136 m<sup>3</sup> to 2.724 m<sup>3</sup>, the reliability percentages for the roof area of 60 m<sup>2</sup> are increasing gradually until yielding 98.39% for the tank size of 2.724 m<sup>3</sup> (refer to <xref ref-type="fig" rid="fig5">
      Figure 5
     </xref>). The results of the roof area of 85 m<sup>2</sup>, 100 m<sup>2</sup>, 160 m<sup>2</sup>, and 200 m<sup>2</sup> revealed that all the investigated roof sizes achieved higher reliability percentages than 85%, starting from the tank size of 1.136 m<sup>3</sup>, meeting the benchmark for reliability percentage between 80% and 89%. The findings clearly demonstrated that increasing roof area and tank sizes would raise reliability percentages, leading to increased efficacy in rainwater collection to provide for the village’s water needs. Considering the available tank sizes with the corresponding reliability percentage against various roof sizes, the minimum tank size of 1.136 m<sup>3</sup> accomplishes a reliability percentage of more than 85% at Sion village for the roof size of 60 m<sup>2</sup>. While for other roof sizes, including 85 m<sup>2</sup>, 100 m<sup>2</sup>, 160 m<sup>2</sup>, and 200 m<sup>2</sup>, a minimum tank size of 0.682 m<sup>3</sup> is adequate to gain a reliability percentage greater than 85%.</p>
   </sec>
   <sec id="s4_2">
    <title>4.2. Relationship between Tank and Roof Sizes to Achieve the Reliability Percentage</title>
    <p>
     <xref ref-type="fig" rid="fig6">
      Figure 6
     </xref> demonstrates the relationship between the tank and roof sizes to achieve a reliability percentage of 75%, 80%, 85%, 90%, and 95%. It was observed that for a roof size of 60 m<sup>2</sup>, a reliability percentage of 75% can be achieved with a tank size of 0.52 m<sup>3</sup>. While roof areas of 85 m<sup>2</sup>, 100 m<sup>2</sup>, 160 m<sup>2</sup>, and 200 m<sup>2</sup>, can attain reliability percentages of 75% with tanks that are in the size of 0.34 m<sup>3</sup>, 0.33 m<sup>3</sup>, 0.30 m<sup>3</sup>, and 0.30 m<sup>3</sup>, respectively. A reliability percentage of 80% can be achieved for roof sizes of 60 m<sup>2</sup>, 85 m<sup>2</sup>, 100 m<sup>2</sup>, 160 m<sup>2</sup> and 200 m<sup>2</sup>, with the tank that is 0.74 m<sup>3</sup>, 0.50 m<sup>3</sup>, 0.40 m<sup>3</sup>, 0.33 m<sup>3</sup>, and 0.33 m<sup>3 </sup>in size, respectively. Meanwhile, roof sizes of 60 m<sup>2</sup>, 85 m<sup>2</sup>, 100 m<sup>2</sup>, 160 m<sup>2</sup>, and 200 m<sup>2</sup> are able to achieve 85% reliability percentage with the corresponding tank sizes of 1.07 m<sup>3</sup>, 0.67 m<sup>3</sup>, 0.65 m<sup>3</sup>, 0.59 m<sup>3</sup> and 0.50 m<sup>3</sup>, respectively. With roof sizes of 60 m<sup>2</sup>, 85 m<sup>2</sup>, 100 m<sup>2</sup>, 160 m<sup>2</sup>, and 200 m<sup>2</sup>, correspondingly, tank sizes of 1.61 m<sup>3</sup>, 0.97 m<sup>3</sup>, 0.97 m<sup>3</sup>, 0.90 m<sup>3</sup>, and 0.70 m<sup>3</sup> can achieve 90% reliability rate. With tanks that are 2.20 m<sup>3</sup>, 1.60 m<sup>3</sup>, 1.40 m<sup>3</sup>, 1.28 m<sup>3</sup>, and 1.20 m<sup>3</sup> in sizes, and corresponding roof sizes of 60 m<sup>2</sup>, 85 m<sup>2</sup>, 100 m<sup>2</sup>, 160 m<sup>2</sup>, and 200 m<sup>2</sup>, can yield a reliability percentage of 95%. Generally, the findings illustrated that the roof and tank sizes are proportional with reliability percentage. Bigger tank sizes with larger roof areas will yield a higher reliability percentage, while smaller tank sizes with smaller roof sizes will lead to low reliability.</p>
    <fig id="fig6" position="float">
     <label>Figure 6</label>
     <caption>
      <title>
       <xref ref-type="bibr" rid="scirp.146388-"></xref>Figure 6. Tank size vs. roof area graph.</title>
     </caption>
     <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/9405160-rId22.jpeg?20251015025129" />
    </fig>
   </sec>
   <sec id="s4_3">
    <title>4.3. Cost Analysis</title>
    <p>RWHS costs include the materials and installation of the WEIDA Polystor HDPE water tank, gutter, water rundown pipe, etc. Generally, the polystor tank’s price is proportional to the tank size. <xref ref-type="table" rid="table3">
      Table 3
     </xref> presents the installation cost and payback period for different tank and roof sizes at Sion village. As the desired reliability percentage is 80% to 89%, the minimum tank size achieved 80% volumetric reliability is indicated in yellow. The payback period is the time required to get the equivalent return from the investment of constructing the RWHS system, calculated based on Equation (3).</p>
    <p>
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mtext>
         Payback period 
       </mtext> 
       <mo>
         = 
       </mo> 
       <mfrac> 
        <mrow> 
         <mtext>
           Total Cost of RWHS installation 
         </mtext> 
        </mrow> 
        <mrow> 
         <mtext>
           cost of water saved 
         </mtext> 
        </mrow> 
       </mfrac> 
      </mrow> 
     </math> (3)</p>
    <p>where the cost of water saved is defined as the total volume of water supplied by RWHS X the water rate charged by Kuching Water Board (KWB).</p>
    <table-wrap id="table3">
     <label>
      <xref ref-type="table" rid="table3">
       Table 3
      </xref></label>
     <caption>
      <title>
       <xref ref-type="bibr" rid="scirp.146388-"></xref>Table 3. Cost analysis for different roof areas.</title>
     </caption>
     <table class="MsoTableGrid custom-table" border="0" cellspacing="0" cellpadding="0"> 
      <tr> 
       <td class="custom-bottom-td acenter" width="11.70%"><p style="text-align:center">Roof size</p><p style="text-align:center">(m<sup>2</sup>)</p></td> 
       <td class="custom-bottom-td acenter" width="15.24%"><p style="text-align:center">Tank Size (m<sup>3</sup>)</p></td> 
       <td class="custom-bottom-td acenter" width="14.53%"><p style="text-align:center">Rainwater yield (L)</p></td> 
       <td class="custom-bottom-td acenter" width="14.53%"><p style="text-align:center">Reliability (%)</p></td> 
       <td class="custom-bottom-td acenter" width="14.33%"><p style="text-align:center">Price saving (RM)</p></td> 
       <td class="custom-bottom-td acenter" width="14.76%"><p style="text-align:center">Installation cost (RM)</p></td> 
       <td class="custom-bottom-td acenter" width="14.90%"><p style="text-align:center">Payback Period (Years)</p></td> 
      </tr> 
      <tr> 
       <td rowspan="6" class="custom-top-td acenter" width="11.70%"><p style="text-align:center">60</p></td> 
       <td class="custom-top-td acenter" width="15.24%"><p style="text-align:center">0.682</p></td> 
       <td class="custom-top-td acenter" width="14.53%"><p style="text-align:center">92.85</p></td> 
       <td class="custom-top-td acenter" width="14.53%"><p style="text-align:center">79.49</p></td> 
       <td class="custom-top-td acenter" width="14.33%"><p style="text-align:center">90.00</p></td> 
       <td class="custom-top-td acenter" width="14.76%"><p style="text-align:center">729.03</p></td> 
       <td class="custom-top-td acenter" width="14.90%"><p style="text-align:center">8.1</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="15.24%"><p style="text-align:center">1.136</p></td> 
       <td class="acenter" width="14.53%"><p style="text-align:center">99.86</p></td> 
       <td class="acenter" width="14.53%"><p style="text-align:center">85.50</p></td> 
       <td class="acenter" width="14.33%"><p style="text-align:center">97.00</p></td> 
       <td class="acenter" width="14.76%"><p style="text-align:center">976.53</p></td> 
       <td class="acenter" width="14.90%"><p style="text-align:center">10.1</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="15.24%"><p style="text-align:center">1.589</p></td> 
       <td class="acenter" width="14.53%"><p style="text-align:center">104.74</p></td> 
       <td class="acenter" width="14.53%"><p style="text-align:center">89.67</p></td> 
       <td class="acenter" width="14.33%"><p style="text-align:center">102.00</p></td> 
       <td class="acenter" width="14.76%"><p style="text-align:center">1261.53</p></td> 
       <td class="acenter" width="14.90%"><p style="text-align:center">12.4</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="15.24%"><p style="text-align:center">1.816</p></td> 
       <td class="acenter" width="14.53%"><p style="text-align:center">107.37</p></td> 
       <td class="acenter" width="14.53%"><p style="text-align:center">91.93</p></td> 
       <td class="acenter" width="14.33%"><p style="text-align:center">104.00</p></td> 
       <td class="acenter" width="14.76%"><p style="text-align:center">1336.53</p></td> 
       <td class="acenter" width="14.90%"><p style="text-align:center">12.8</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="15.24%"><p style="text-align:center">2.270</p></td> 
       <td class="acenter" width="14.53%"><p style="text-align:center">111.71</p></td> 
       <td class="acenter" width="14.53%"><p style="text-align:center">95.64</p></td> 
       <td class="acenter" width="14.33%"><p style="text-align:center">108.00</p></td> 
       <td class="acenter" width="14.76%"><p style="text-align:center">1591.53</p></td> 
       <td class="acenter" width="14.90%"><p style="text-align:center">14.7</p></td> 
      </tr> 
      <tr> 
       <td class="custom-bottom-td acenter" width="15.24%"><p style="text-align:center">2.724</p></td> 
       <td class="custom-bottom-td acenter" width="14.53%"><p style="text-align:center">114.92</p></td> 
       <td class="custom-bottom-td acenter" width="14.53%"><p style="text-align:center">98.39</p></td> 
       <td class="custom-bottom-td acenter" width="14.33%"><p style="text-align:center">111.00</p></td> 
       <td class="custom-bottom-td acenter" width="14.76%"><p style="text-align:center">1861.53</p></td> 
       <td class="custom-bottom-td acenter" width="14.90%"><p style="text-align:center">16.7</p></td> 
      </tr> 
     </table>
    </table-wrap>
    <p>Continued</p>
    <table class="MsoTableGrid custom-table" border="0" cellspacing="0" cellpadding="0"> 
     <tr> 
      <td rowspan="6" class="custom-top-td acenter" width="12.82%"><p style="text-align:center">85</p></td> 
      <td class="custom-top-td acenter" width="16.88%"><p style="text-align:center">0.682</p></td> 
      <td class="custom-top-td acenter" width="15.88%"><p style="text-align:center">99.3</p></td> 
      <td class="custom-top-td acenter" width="15.88%"><p style="text-align:center">85.02</p></td> 
      <td class="custom-top-td acenter" width="15.66%"><p style="text-align:center">96.00</p></td> 
      <td class="custom-top-td acenter" width="16.00%"><p style="text-align:center">812.46</p></td> 
      <td class="custom-top-td acenter" width="16.21%"><p style="text-align:center">8.4</p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="16.88%"><p style="text-align:center">1.136</p></td> 
      <td class="acenter" width="15.88%"><p style="text-align:center">107.17</p></td> 
      <td class="acenter" width="15.88%"><p style="text-align:center">91.76</p></td> 
      <td class="acenter" width="15.66%"><p style="text-align:center">104.00</p></td> 
      <td class="acenter" width="16.00%"><p style="text-align:center">1059.96</p></td> 
      <td class="acenter" width="16.21%"><p style="text-align:center">10.2</p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="16.88%"><p style="text-align:center">1.589</p></td> 
      <td class="acenter" width="15.88%"><p style="text-align:center">111.37</p></td> 
      <td class="acenter" width="15.88%"><p style="text-align:center">95.35</p></td> 
      <td class="acenter" width="15.66%"><p style="text-align:center">108.00</p></td> 
      <td class="acenter" width="16.00%"><p style="text-align:center">1344.96</p></td> 
      <td class="acenter" width="16.21%"><p style="text-align:center">12.5</p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="16.88%"><p style="text-align:center">1.816</p></td> 
      <td class="acenter" width="15.88%"><p style="text-align:center">113.29</p></td> 
      <td class="acenter" width="15.88%"><p style="text-align:center">96.99</p></td> 
      <td class="acenter" width="15.66%"><p style="text-align:center">110.00</p></td> 
      <td class="acenter" width="16.00%"><p style="text-align:center">1419.96</p></td> 
      <td class="acenter" width="16.21%"><p style="text-align:center">12.9</p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="16.88%"><p style="text-align:center">2.270</p></td> 
      <td class="acenter" width="15.88%"><p style="text-align:center">115.84</p></td> 
      <td class="acenter" width="15.88%"><p style="text-align:center">99.18</p></td> 
      <td class="acenter" width="15.66%"><p style="text-align:center">112.00</p></td> 
      <td class="acenter" width="16.00%"><p style="text-align:center">1674.96</p></td> 
      <td class="acenter" width="16.21%"><p style="text-align:center">14.9</p></td> 
     </tr> 
     <tr> 
      <td class="custom-bottom-td acenter" width="16.88%"><p style="text-align:center">2.724</p></td> 
      <td class="custom-bottom-td acenter" width="15.88%"><p style="text-align:center">116.8</p></td> 
      <td class="custom-bottom-td acenter" width="15.88%"><p style="text-align:center">100.00</p></td> 
      <td class="custom-bottom-td acenter" width="15.66%"><p style="text-align:center">113.00</p></td> 
      <td class="custom-bottom-td acenter" width="16.00%"><p style="text-align:center">1944.96</p></td> 
      <td class="custom-bottom-td acenter" width="16.21%"><p style="text-align:center">17.2</p></td> 
     </tr> 
     <tr> 
      <td rowspan="6" class="custom-top-td acenter" width="12.82%"><p style="text-align:center">100</p></td> 
      <td class="custom-top-td acenter" width="16.88%"><p style="text-align:center">0.682</p></td> 
      <td class="custom-top-td acenter" width="15.88%"><p style="text-align:center">99.95</p></td> 
      <td class="custom-top-td acenter" width="15.88%"><p style="text-align:center">85.57</p></td> 
      <td class="custom-top-td acenter" width="15.66%"><p style="text-align:center">97.00</p></td> 
      <td class="custom-top-td acenter" width="16.00%"><p style="text-align:center">831.00</p></td> 
      <td class="custom-top-td acenter" width="16.21%"><p style="text-align:center">8.6</p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="16.88%"><p style="text-align:center">1.136</p></td> 
      <td class="acenter" width="15.88%"><p style="text-align:center">107.88</p></td> 
      <td class="acenter" width="15.88%"><p style="text-align:center">92.36</p></td> 
      <td class="acenter" width="15.66%"><p style="text-align:center">105.00</p></td> 
      <td class="acenter" width="16.00%"><p style="text-align:center">1078.50</p></td> 
      <td class="acenter" width="16.21%"><p style="text-align:center">10.3</p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="16.88%"><p style="text-align:center">1.589</p></td> 
      <td class="acenter" width="15.88%"><p style="text-align:center">111.72</p></td> 
      <td class="acenter" width="15.88%"><p style="text-align:center">95.65</p></td> 
      <td class="acenter" width="15.66%"><p style="text-align:center">108.00</p></td> 
      <td class="acenter" width="16.00%"><p style="text-align:center">1363.50</p></td> 
      <td class="acenter" width="16.21%"><p style="text-align:center">12.6</p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="16.88%"><p style="text-align:center">1.816</p></td> 
      <td class="acenter" width="15.88%"><p style="text-align:center">113.96</p></td> 
      <td class="acenter" width="15.88%"><p style="text-align:center">97.57</p></td> 
      <td class="acenter" width="15.66%"><p style="text-align:center">111.00</p></td> 
      <td class="acenter" width="16.00%"><p style="text-align:center">1438.50</p></td> 
      <td class="acenter" width="16.21%"><p style="text-align:center">13.0</p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="16.88%"><p style="text-align:center">2.270</p></td> 
      <td class="acenter" width="15.88%"><p style="text-align:center">115.84</p></td> 
      <td class="acenter" width="15.88%"><p style="text-align:center">99.18</p></td> 
      <td class="acenter" width="15.66%"><p style="text-align:center">112.00</p></td> 
      <td class="acenter" width="16.00%"><p style="text-align:center">1693.50</p></td> 
      <td class="acenter" width="16.21%"><p style="text-align:center">15.1</p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="16.88%"><p style="text-align:center">2.724</p></td> 
      <td class="acenter" width="15.88%"><p style="text-align:center">116.8</p></td> 
      <td class="acenter" width="15.88%"><p style="text-align:center">100.00</p></td> 
      <td class="acenter" width="15.66%"><p style="text-align:center">113.00</p></td> 
      <td class="acenter" width="16.00%"><p style="text-align:center">1963.50</p></td> 
      <td class="acenter" width="16.21%"><p style="text-align:center">17.3</p></td> 
     </tr> 
     <tr> 
      <td rowspan="6" class="custom-top-td acenter" width="12.82%"><p style="text-align:center">160</p></td> 
      <td class="custom-top-td acenter" width="16.88%"><p style="text-align:center">0.682</p></td> 
      <td class="custom-top-td acenter" width="15.88%"><p style="text-align:center">103.77</p></td> 
      <td class="custom-top-td acenter" width="15.88%"><p style="text-align:center">88.84</p></td> 
      <td class="custom-top-td acenter" width="15.66%"><p style="text-align:center">101.00</p></td> 
      <td class="custom-top-td acenter" width="16.00%"><p style="text-align:center">960.78</p></td> 
      <td class="custom-top-td acenter" width="16.21%"><p style="text-align:center">9.5</p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="16.88%"><p style="text-align:center">1.136</p></td> 
      <td class="acenter" width="15.88%"><p style="text-align:center">109.41</p></td> 
      <td class="acenter" width="15.88%"><p style="text-align:center">93.67</p></td> 
      <td class="acenter" width="15.66%"><p style="text-align:center">106.00</p></td> 
      <td class="acenter" width="16.00%"><p style="text-align:center">1208.28</p></td> 
      <td class="acenter" width="16.21%"><p style="text-align:center">11.4</p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="16.88%"><p style="text-align:center">1.589</p></td> 
      <td class="acenter" width="15.88%"><p style="text-align:center">113.57</p></td> 
      <td class="acenter" width="15.88%"><p style="text-align:center">97.23</p></td> 
      <td class="acenter" width="15.66%"><p style="text-align:center">110.00</p></td> 
      <td class="acenter" width="16.00%"><p style="text-align:center">1493.28</p></td> 
      <td class="acenter" width="16.21%"><p style="text-align:center">13.6</p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="16.88%"><p style="text-align:center">1.816</p></td> 
      <td class="acenter" width="15.88%"><p style="text-align:center">114.88</p></td> 
      <td class="acenter" width="15.88%"><p style="text-align:center">98.36</p></td> 
      <td class="acenter" width="15.66%"><p style="text-align:center">111.00</p></td> 
      <td class="acenter" width="16.00%"><p style="text-align:center">1568.28</p></td> 
      <td class="acenter" width="16.21%"><p style="text-align:center">14.1</p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="16.88%"><p style="text-align:center">2.270</p></td> 
      <td class="acenter" width="15.88%"><p style="text-align:center">116.16</p></td> 
      <td class="acenter" width="15.88%"><p style="text-align:center">99.45</p></td> 
      <td class="acenter" width="15.66%"><p style="text-align:center">113.00</p></td> 
      <td class="acenter" width="16.00%"><p style="text-align:center">1823.28</p></td> 
      <td class="acenter" width="16.21%"><p style="text-align:center">16.2</p></td> 
     </tr> 
     <tr> 
      <td class="custom-bottom-td acenter" width="16.88%"><p style="text-align:center">2.724</p></td> 
      <td class="custom-bottom-td acenter" width="15.88%"><p style="text-align:center">116.8</p></td> 
      <td class="custom-bottom-td acenter" width="15.88%"><p style="text-align:center">100.00</p></td> 
      <td class="custom-bottom-td acenter" width="15.66%"><p style="text-align:center">113.00</p></td> 
      <td class="custom-bottom-td acenter" width="16.00%"><p style="text-align:center">2093.28</p></td> 
      <td class="custom-bottom-td acenter" width="16.21%"><p style="text-align:center">18.5</p></td> 
     </tr> 
     <tr> 
      <td rowspan="6" class="custom-top-td acenter" width="12.82%"><p style="text-align:center">200</p></td> 
      <td class="custom-top-td acenter" width="16.88%"><p style="text-align:center">0.682</p></td> 
      <td class="custom-top-td acenter" width="15.88%"><p style="text-align:center">105.2</p></td> 
      <td class="custom-top-td acenter" width="15.88%"><p style="text-align:center">90.07</p></td> 
      <td class="custom-top-td acenter" width="15.66%"><p style="text-align:center">102.00</p></td> 
      <td class="custom-top-td acenter" width="16.00%"><p style="text-align:center">1034.94</p></td> 
      <td class="custom-top-td acenter" width="16.21%"><p style="text-align:center">10.1</p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="16.88%"><p style="text-align:center">1.136</p></td> 
      <td class="acenter" width="15.88%"><p style="text-align:center">110.4</p></td> 
      <td class="acenter" width="15.88%"><p style="text-align:center">94.52</p></td> 
      <td class="acenter" width="15.66%"><p style="text-align:center">107.00</p></td> 
      <td class="acenter" width="16.00%"><p style="text-align:center">1282.44</p></td> 
      <td class="acenter" width="16.21%"><p style="text-align:center">12.0</p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="16.88%"><p style="text-align:center">1.589</p></td> 
      <td class="acenter" width="15.88%"><p style="text-align:center">113.92</p></td> 
      <td class="acenter" width="15.88%"><p style="text-align:center">97.53</p></td> 
      <td class="acenter" width="15.66%"><p style="text-align:center">111.00</p></td> 
      <td class="acenter" width="16.00%"><p style="text-align:center">1567.44</p></td> 
      <td class="acenter" width="16.21%"><p style="text-align:center">14.2</p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="16.88%"><p style="text-align:center">1.816</p></td> 
      <td class="acenter" width="15.88%"><p style="text-align:center">115.2</p></td> 
      <td class="acenter" width="15.88%"><p style="text-align:center">98.63</p></td> 
      <td class="acenter" width="15.66%"><p style="text-align:center">112.00</p></td> 
      <td class="acenter" width="16.00%"><p style="text-align:center">1642.44</p></td> 
      <td class="acenter" width="16.21%"><p style="text-align:center">14.7</p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="16.88%"><p style="text-align:center">2.270</p></td> 
      <td class="acenter" width="15.88%"><p style="text-align:center">116.48</p></td> 
      <td class="acenter" width="15.88%"><p style="text-align:center">99.73</p></td> 
      <td class="acenter" width="15.66%"><p style="text-align:center">113.00</p></td> 
      <td class="acenter" width="16.00%"><p style="text-align:center">1897.44</p></td> 
      <td class="acenter" width="16.21%"><p style="text-align:center">16.8</p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="16.88%"><p style="text-align:center">2.724</p></td> 
      <td class="acenter" width="15.88%"><p style="text-align:center">116.8</p></td> 
      <td class="acenter" width="15.88%"><p style="text-align:center">100.00</p></td> 
      <td class="acenter" width="15.66%"><p style="text-align:center">113.00</p></td> 
      <td class="acenter" width="16.00%"><p style="text-align:center">2167.44</p></td> 
      <td class="acenter" width="16.21%"><p style="text-align:center">19.1</p></td> 
     </tr> 
    </table>
    <fig id="fig7" position="float">
     <label>Figure 7</label>
     <caption>
      <title>
       <xref ref-type="bibr" rid="scirp.146388-"></xref>Figure 7. Installation cost vs tank size.</title>
     </caption>
     <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/9405160-rId25.jpeg?20251015025130" />
    </fig>
    <p>
     <xref ref-type="fig" rid="fig7">
      Figure 7
     </xref>depicts the installation cost of RWHS rising as tank capacity increases. The cheapest tank size to install is 0.682 m<sup>3</sup>, while the tank with the highest installation cost is 2.724 m<sup>3</sup>. The installation cost for a 0.682 m<sup>3</sup> tank ranges from RM729.03 to RM1034.94 for different roof sizes. The installation cost for a bigger roof area is slightly higher as it requires longer gutter to collect the rainwater water and channel them towards the rainwater harvesting tank. The cost analysis showed that the installation cost for a tank with a volume of 1.136 m<sup>3</sup> can range from RM976.53 to RM1282.44; RM1261.53 to RM1567.44 for a tank with a volume of 1.589 m<sup>3</sup>; RM1336.53 to RM1642.44 for a tank with a volume of 1.816 m<sup>3</sup>; RM1591.53 to RM1897.44 for a tank with a volume of 2.270 m<sup>3</sup>; and finally, RM1861.53 to RM2167.44 for a tank size of 2.724 m<sup>3</sup>.</p>
    <p>The RWHS cost vs. volumetric reliability graph for various tank sizes can be analyzed with the slope gradient, categorized into gentle and steep slopes. The steep slope illustrates that the system reliability was improved significantly by a small increment in cost. In contrast, the gentle gradient linear line reveals that the system reliability was not much improved even after investing a lot in the system. <xref ref-type="fig" rid="figFigures 8-12">
      Figures 8-12
     </xref> present the percentage reliability of RWHS for roof sizes of 60 m<sup>2</sup>, 85 m<sup>2</sup>, 100 m<sup>2</sup>, 160 m<sup>2</sup>, and 200 m<sup>2</sup>, respectively.</p>
    <fig id="fig8" position="float">
     <label>Figure 8</label>
     <caption>
      <title>
       <xref ref-type="bibr" rid="scirp.146388-"></xref>Figure 8. Reliability vs installation cost of various tank sizes for roof size of 60 m<sup>2</sup>.</title>
     </caption>
     <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/9405160-rId26.jpeg?20251015025130" />
    </fig>
    <fig id="fig9" position="float">
     <label>Figure 9</label>
     <caption>
      <title>
       <xref ref-type="bibr" rid="scirp.146388-"></xref>Figure 9. Reliability vs installation cost of various tank sizes for roof size of 85 m<sup>2</sup>.</title>
     </caption>
     <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/9405160-rId27.jpeg?20251015025130" />
    </fig>
    <fig id="fig10" position="float">
     <label>Figure 10</label>
     <caption>
      <title>
       <xref ref-type="bibr" rid="scirp.146388-"></xref>Figure 10. Reliability vs installation cost of various tank sizes for roof size of 100 m<sup>2</sup>.</title>
     </caption>
     <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/9405160-rId28.jpeg?20251015025130" />
    </fig>
    <fig id="fig11" position="float">
     <label>Figure 11</label>
     <caption>
      <title>
       <xref ref-type="bibr" rid="scirp.146388-"></xref>Figure 11. Reliability vs. installation cost of various tank sizes for a roof size of 160 m.</title>
     </caption>
     <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/9405160-rId29.jpeg?20251015025130" />
    </fig>
    <fig id="fig12" position="float">
     <label>Figure 12</label>
     <caption>
      <title>
       <xref ref-type="bibr" rid="scirp.146388-"></xref>Figure 12. Reliability vs. installation cost of various tank sizes for a roof size of 200 m<sup>2</sup>.</title>
     </caption>
     <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/9405160-rId30.jpeg?20251015025129" />
    </fig>
    <p>Results revealed that for the roof size of 60 m<sup>2</sup>, the tank size of 0.682 m³ is only able to reach the reliability percentage of 79.49%, which is below the desirable target of 80%. However, a tank size of 1.136 m<sup>3</sup> is able to yield reliability up to 85.5%. The total cost for RWHS installation for 1.136 m<sup>3</sup> tank size is RM976.53. Cost analysis demonstrated that the total payback period is estimated to be 10.1 years, with a monthly water-saving cost of RM97.</p>
    <p>
     <xref ref-type="bibr" rid="scirp.146388-"></xref>For the roof sizes of 85 m<sup>2</sup>, 100 m<sup>2</sup>, 160 m<sup>2</sup>, and 200 m<sup>2</sup>, the minimum tank size of 0.682 m<sup>3</sup> is sufficient to obtain a reliability percentage of more than 80%. With the tank size of 0.682 m<sup>3</sup>, the roof areas of 85 m<sup>2</sup>, 100 m<sup>2</sup>, 160 m<sup>2</sup>, and 200 m<sup>2</sup> achieve the reliability percentage of 85.02%, 85.57%, 88.84%, and 90.07%, respectively. The cost analysis revealed that the total installation costs for the roof area of 85 m<sup>2</sup>, 100 m<sup>2</sup>, 160 m<sup>2</sup>, and 200 m<sup>2</sup> are found to be RM812.46, RM831.00, RM960.78, and RM1034.94, respectively.</p>
    <p>The payback period for the roof area of 60 m<sup>2</sup>, 85 m<sup>2</sup>, 100 m<sup>2</sup>, 160 m<sup>2</sup>, and 200 m<sup>2</sup>, and tank sizes of 0.682 m<sup>3</sup>, 1.136 m<sup>3</sup>, 1.589 m<sup>3</sup>, 1.816 m<sup>3</sup>, 2.270 m<sup>3</sup> and 2.724 m<sup>3</sup>, ranges from 8.4 years to 10.1 years, calculated according to the residential water tariff rate of RM 0.53/m<sup>3</sup>, charged by the Kuching Water Board (KWB). However, as Sion village is not currently connected to the potable water supply grid, RHWS is the only solution to supply sustainable clean water for this squatter area. Moreover, the RHWS will provide free clean water for this village until the end of the system life span. Therefore, RWHS is feasible to be adopted in this project, and it is a sustainable way to conserve water resources for long-term consideration.</p>
   </sec>
   <sec id="s4_4">
    <title>4.4. Limitation</title>
    <p>
     <xref ref-type="bibr" rid="scirp.146388-"></xref>The identification of optimal tank sizes for RWHS faces inherent uncertainties stemming from variations in rainfall, climate change, and fluctuations in demand. The natural variability in rainfall, which includes seasonal and interannual changes, can result in inaccurate assessments of water availability, thereby impacting the reliability of storage. Climate change adds complexity to the sizing process, as alterations in the intensity, frequency, and timing of precipitation may make historical rainfall data less applicable to future scenarios. Furthermore, household water demand is variable, shaped by changes in population, lifestyle modifications, and seasonal requirements. These factors collectively challenge the accuracy of sizing models and underscore the need for adaptive and flexible RWHS designs to maintain performance under changing environmental and socio-economic conditions.</p>
   </sec>
  </sec><sec id="s5">
   <title>5. Conclusions</title>
   <p>
    <xref ref-type="bibr" rid="scirp.146388-"></xref>This study has successfully determined the appropriate rainwater harvesting tank sizes for different roof sizes in Sion village. The optimal tank size for the roof size of 60 m<sup>2</sup> was found to be 1.136 m<sup>3</sup> with a reliability percentage of 85.50%. Results revealed that the minimum tank size of 0.682 m<sup>3</sup> manufactured by WEIDA Polystor HDPE water tank is adequate to achieve the reliability percentage of more than 80% for the roof sizes of 85 m<sup>2</sup>, 100 m<sup>2</sup>, 160 m<sup>2</sup>, and 200 m<sup>2</sup>. The simulation results demonstrated that the reliability percentage achieved using the tank size of 0.682 m<sup>3</sup> was found to be 85.02% for 85 m<sup>2</sup> roof area, 85.57% for 100 m<sup>2</sup> roof area, 88.84% for 160 m<sup>2</sup> roof area, and lastly 90.07% for 200 m<sup>2</sup> roof area.</p>
   <p>Referring to cost analysis, the payback period for installing the optimum tank size of 1.136 m<sup>3</sup> for 60 m<sup>2</sup> roof area is 10.1 years. The results revealed that the minimum tank size of 0.628 m<sup>2</sup> is adequate to store and supply water to the Sion village with the roof area of 85 m<sup>2</sup>, 100 m<sup>2</sup>, 160 m<sup>2</sup>, and 200 m<sup>2</sup>. As 0.682 m<sup>3</sup> tank size is cheaper than other bigger tank sizes, the installation cost would be significantly reduced. The payback period for installation cost for a roof size of 85 m<sup>2</sup> was found to be 8.4 years, followed by 8.6 years for a roof area of 100 m<sup>2</sup>, 9.5 years for a roof area of 160 m<sup>2</sup>, and lastly 10.1 years for a roof area of 200 m<sup>2</sup>. It was observed that the installation cost is proportionate to the roof area as wider and longer roof areas require longer rainwater gutters.</p>
   <p>In this case study, the RWHS is a sustainable solution to provide hygiene and a safe water supply to the squatters in Sion village. The collected rainwater can be used for potable and non-potable purposes. The reliability percentage of 80% to 89% indicates that the RWHS can supply sufficient water to the squatters in Sion village. The cost analysis revealed that the RHWS system is affordable, with the payback period ranging from 8.4 years to 10.1 years. Meanwhile, collecting rainwater can also help reduce the flood risk that occurs in Sion village and downstream.</p>
  </sec><sec id="s6">
   <title>Declaration</title>
   <p>We here submit the manuscript entitled “Relationship of Roof Areas and Rainwater Harvesting Tank Sizes for Squatter at Sion village, Sarawak, Borneo Island” to be considered for publication. We declare that this is our original research work.</p>
  </sec><sec id="s7">
   <title>Availability of Data and Material</title>
   <p>Data will be made available on reasonable request.</p>
  </sec><sec id="s8">
   <title>Appendix: Survey Questionnaire</title>
   <p>Section A: Household Information</p>
   <p>1) How many people live in your household?</p>
   <p>2) What is the age range of household members? (Tick all that apply)</p>
   <p>3) How long have you been staying at your current residence?</p>
   <p>Section B: Water Usage Patterns</p>
   <p>For each activity below, please estimate the average daily water use per person. (If unsure, provide your best estimate.)</p>
   <table class="MsoTableGrid custom-table" border="0" cellspacing="0" cellpadding="0"> 
    <tr> 
     <td class="custom-bottom-td acenter" width="33.59%"><p style="text-align:center">Activity</p></td> 
     <td class="custom-bottom-td acenter" width="33.60%"><p style="text-align:center">Approximate volume used daily (liters)</p></td> 
     <td class="custom-bottom-td acenter" width="33.60%"><p style="text-align:center">Frequency per day</p></td> 
    </tr> 
    <tr> 
     <td class="custom-top-td acenter" width="33.59%"><p style="text-align:center">1. Drinking</p></td> 
     <td class="custom-top-td acenter" width="33.60%"><p style="text-align:center">______ liters</p></td> 
     <td class="custom-top-td acenter" width="33.60%"><p style="text-align:center">______ times</p></td> 
    </tr> 
    <tr> 
     <td class="acenter" width="33.59%"><p style="text-align:center">2. Cooking</p></td> 
     <td class="acenter" width="33.60%"><p style="text-align:center">______ liters</p></td> 
     <td class="acenter" width="33.60%"><p style="text-align:center">______ times</p></td> 
    </tr> 
    <tr> 
     <td class="acenter" width="33.59%"><p style="text-align:center">3. Personal hygiene (bathing, hand washing, brushing teeth, etc.)</p></td> 
     <td class="acenter" width="33.60%"><p style="text-align:center">______ liters</p></td> 
     <td class="acenter" width="33.60%"><p style="text-align:center">______ times</p></td> 
    </tr> 
    <tr> 
     <td class="acenter" width="33.59%"><p style="text-align:center">4. Laundry</p></td> 
     <td class="acenter" width="33.60%"><p style="text-align:center">______ liters</p></td> 
     <td class="acenter" width="33.60%"><p style="text-align:center">______ loads/day</p></td> 
    </tr> 
    <tr> 
     <td class="acenter" width="33.59%"><p style="text-align:center">5. Utensil washing</p></td> 
     <td class="acenter" width="33.60%"><p style="text-align:center">______ liters</p></td> 
     <td class="acenter" width="33.60%"><p style="text-align:center">______ times</p></td> 
    </tr> 
    <tr> 
     <td class="acenter" width="33.59%"><p style="text-align:center">6. House cleaning (mopping, etc.)</p></td> 
     <td class="acenter" width="33.60%"><p style="text-align:center">______ liters</p></td> 
     <td class="acenter" width="33.60%"><p style="text-align:center">______ times/week</p></td> 
    </tr> 
    <tr> 
     <td class="acenter" width="33.59%"><p style="text-align:center">7. Toilet flushing</p></td> 
     <td class="acenter" width="33.60%"><p style="text-align:center">______ liters</p></td> 
     <td class="acenter" width="33.60%"><p style="text-align:center">______ flushes/day</p></td> 
    </tr> 
   </table>
   <p>Section C: Water Supply and Storage</p>
   <p>1) What is your primary source of water?</p>
   <p>2) Do you use any water storage system at home (e.g., water tank)?</p>
   <p>If yes:a) What is the capacity of your water storage tank? ______ littersb) How often is it refilled? ______ times/week</p>
  </sec>
 </body><back>
  <ref-list>
   <title>References</title>
   <ref id="scirp.146388-ref1">
    <label>1</label>
    <mixed-citation publication-type="other" xlink:type="simple">
     Huang, Y.F., Ang, S.Y., Lee, K.M. and Lee, T.S. (2015) Quality of Water Resources in Malaysia. In: Research and Practices in Water Quality, InTech, 65-94. &gt;https://doi.org/10.5772/58969. 
    </mixed-citation>
   </ref>
   <ref id="scirp.146388-ref2">
    <label>2</label>
    <mixed-citation publication-type="other" xlink:type="simple">
     World Bank (2004) World Development Report 2005: A Better Investment Climate for Everyone. The World Bank.
    </mixed-citation>
   </ref>
   <ref id="scirp.146388-ref3">
    <label>3</label>
    <mixed-citation publication-type="other" xlink:type="simple">
     Robinson, J. (2005) Urban Geography: World Cities, or a World of Cities. Progress in Human Geography, 29, 757-765. &gt;https://doi.org/10.1191/0309132505ph582pr
    </mixed-citation>
   </ref>
   <ref id="scirp.146388-ref4">
    <label>4</label>
    <mixed-citation publication-type="other" xlink:type="simple">
     Kuok, K.K., Chiu, P.C. and Mersal, M.E. (2017) Investigation of Sarawak River Kiri Sedimentation before and after Bengoh Dam Construction. International Journal of Geology, Agriculture and Environmental Sciences, 5, 9-12.
    </mixed-citation>
   </ref>
   <ref id="scirp.146388-ref5">
    <label>5</label>
    <mixed-citation publication-type="other" xlink:type="simple">
     Kuok, K.K. and Chiu, P.C. (2018) Indigenous Drinking-Water Consumption Pattern of Residents in Kuching City: Results of a Pilot Study. Journal of Water, Sanitation and Hygiene for Development, 8, 817-824. &gt;https://doi.org/10.2166/washdev.2018.004 
    </mixed-citation>
   </ref>
   <ref id="scirp.146388-ref6">
    <label>6</label>
    <mixed-citation publication-type="other" xlink:type="simple">
     Kuok, K.K., Rahman, M.R., Bakri, M.K.B., Chan, C.P., Yun, C.M., Al-Bogami, A.S., et al. (2022) Sustainable Clean Water Production Using Bamboo Activated Carbon for Rural Residents in the Borneo Island. BioResources, 17, 3227-3241. &gt;https://doi.org/10.15376/biores.17.2.3227-3241 
    </mixed-citation>
   </ref>
   <ref id="scirp.146388-ref7">
    <label>7</label>
    <mixed-citation publication-type="other" xlink:type="simple">
     Ministry of Utility and Telecommunication (2023) Kenyahs of Long Busang Enjoying Free Power, Water Supply Thanks to Sares, Sawas Projects. &gt;https://mut.sarawak.gov.my/web/subpage/news_view/551 
    </mixed-citation>
   </ref>
   <ref id="scirp.146388-ref8">
    <label>8</label>
    <mixed-citation publication-type="other" xlink:type="simple">
     Kuok, K.K., Chiu, P.C., Rahman, M.R., Bakri, M.K.B. and Chin, M.Y. (2023) Modelling the Effects of Socio-Economic Demographics on Urban Water Usage in Kota Samarahan, Sarawak: A New Education Hub in Borneo Island. Journal of Sustainability Science and Management, 18, 102-117. 
    </mixed-citation>
   </ref>
   <ref id="scirp.146388-ref9">
    <label>9</label>
    <mixed-citation publication-type="other" xlink:type="simple">
     Kuok, K.K., Chiu, P.C., Rahman, M.R., Bakri, M.K.B. and Chin, M.Y. (2021) Performance of Rainwater Harvesting Systems in Institutional Buildings under Different Reliability and Future Economy Benefits. Journal of Hunan University Natural Sciences, 48, 58-66.
    </mixed-citation>
   </ref>
   <ref id="scirp.146388-ref10">
    <label>10</label>
    <mixed-citation publication-type="other" xlink:type="simple">
     Fulton, L. (2018) A Simulation of Rainwater Harvesting Design and Demand-Side Controls for Large Hospitals. Sustainability, 10, Article 1659. &gt;https://doi.org/10.3390/su10051659
    </mixed-citation>
   </ref>
   <ref id="scirp.146388-ref11">
    <label>11</label>
    <mixed-citation publication-type="other" xlink:type="simple">
     Che-Ani, A., Shaari, N., Sairi, A., Zain, M. and Tahir, M. (2009) Rainwater Harvesting as an Alternative Water Supply in the Future. European Journal of Scientific Research, 34, 132-140.
    </mixed-citation>
   </ref>
   <ref id="scirp.146388-ref12">
    <label>12</label>
    <mixed-citation publication-type="other" xlink:type="simple">
     Thomas, T.H. and Martinson, D.B. (2007) Roofwater Harvesting. A Handbook for Practitioners. International Water and Sanitation Centre, Technical Paper Series. 
    </mixed-citation>
   </ref>
   <ref id="scirp.146388-ref13">
    <label>13</label>
    <mixed-citation publication-type="other" xlink:type="simple">
     Kuok, K.K. and Bessaih, N. (2007) Artificial Neural Networks (ANNS) for Daily Rainfall Runoff Modelling. Journal of the Institution of Engineers, Malaysia, 68, 31-42.
    </mixed-citation>
   </ref>
   <ref id="scirp.146388-ref14">
    <label>14</label>
    <mixed-citation publication-type="other" xlink:type="simple">
     Kuok, K.K., Harun, S., Shamsuddin, S.M. and Chiu, P.C. (2010) Evaluation of Daily Rainfall-Runoff Model Using Multilayer Perceptron and Particle Swarm Optimization Feed Forward Neural Networks. Journal of Environmental Hydrology, 18, 1-16.
    </mixed-citation>
   </ref>
   <ref id="scirp.146388-ref15">
    <label>15</label>
    <mixed-citation publication-type="other" xlink:type="simple">
     Kuok, K.K. and Chiu, P.C. (2019) Space-Saving Rainwater Harvesting Tanks for Double Story Houses in Kuching, Sarawak. International Journal of Engineering&amp;Technology, 8, 38-43. 
    </mixed-citation>
   </ref>
   <ref id="scirp.146388-ref16">
    <label>16</label>
    <mixed-citation publication-type="other" xlink:type="simple">
     Swinburne Sarawak (2018) Global Peace and Swinburne Collaborate on Water Project in Tapah. &gt;https://www.swinburne.edu.my/news/global-peace-swinburne-collaborate-water-project-tapah.php 
    </mixed-citation>
   </ref>
   <ref id="scirp.146388-ref17">
    <label>17</label>
    <mixed-citation publication-type="other" xlink:type="simple">
     Kuok, K.K., Chiu, P.C. and Selamat, A. (2019) Comparison of Bat Neural Networks and Bat Optimisation Neural Networks for Rainfall Forecasting: Case Study for Kuching City. In: Advancing Technology Industrialization through Intelligent Software Methodologies, Tools and Techniques, IOS Press, 79-92.
    </mixed-citation>
   </ref>
   <ref id="scirp.146388-ref18">
    <label>18</label>
    <mixed-citation publication-type="other" xlink:type="simple">
     Mapcarta (2021). Kampung Sion. &gt;https://mapcarta.com/N5049904837 
    </mixed-citation>
   </ref>
   <ref id="scirp.146388-ref19">
    <label>19</label>
    <mixed-citation publication-type="other" xlink:type="simple">
     Kuok, K.K., Chiu, P.C., Rahman, M.R., Bakri, M.K.B. and Chin, M.Y. (2022) Effectiveness of Centralized Wastewater Treatment Plant in Removing Emerging Contaminants: A Case Study at Kuching, Malaysia. Journal of Water Resource and Protection, 14, 650-663. &gt;https://doi.org/10.4236/jwarp.2022.149034
    </mixed-citation>
   </ref>
   <ref id="scirp.146388-ref20">
    <label>20</label>
    <mixed-citation publication-type="other" xlink:type="simple">
     YTL Foundation (2020) Learn from Home—Kampung Sion. &gt;https://www.ytlfoundation.org/november2020/
    </mixed-citation>
   </ref>
   <ref id="scirp.146388-ref21">
    <label>21</label>
    <mixed-citation publication-type="other" xlink:type="simple">
     Kuok, K.K. and Chiu, P.C. (2020) Optimal Rainwater Harvesting Tank Sizing for Different Types of Residential Houses: Pilot Study in Kuching, Sarawak. Journal of Engineering Science and Technology, 15, 541-554.
    </mixed-citation>
   </ref>
   <ref id="scirp.146388-ref22">
    <label>22</label>
    <mixed-citation publication-type="other" xlink:type="simple">
     Nahrim, T. (2021) Official Website of National Water Research Institute of Malaysia (NAHRIM). &gt;https://www.nahrim.gov.my/tangki-nahrim-v1-0/ 
    </mixed-citation>
   </ref>
   <ref id="scirp.146388-ref23">
    <label>23</label>
    <mixed-citation publication-type="other" xlink:type="simple">
     DID (2012) Urban Stormwater Management Manual for Malaysia. Department of Irrigation and Drainage Malaysia: Kuala Lumpur, Malaysia.
    </mixed-citation>
   </ref>
   <ref id="scirp.146388-ref24">
    <label>24</label>
    <mixed-citation publication-type="other" xlink:type="simple">
     World Health Organization (2024). Guidelines for Drinking Water Quality: Small Water Supplies. World Health Organization. &gt;https://iris.who.int/bitstream/handle/10665/375822/9789240088740-eng.pdf
    </mixed-citation>
   </ref>
   <ref id="scirp.146388-ref25">
    <label>25</label>
    <mixed-citation publication-type="other" xlink:type="simple">
     Semaan, M. (2020) A Novel Approach to Communal Rainwater Harvesting for Single-Family Housing: A Study of Tank Size, Reliability, and Costs. Doctoral Dissertation, Virginia Polytechnic Institute and State University. &gt;https://vtechworks.lib.vt.edu/server/api/core/bitstreams/e7b0280e-3f3f-407f-a257-70e6bd30d9c9/content 
    </mixed-citation>
   </ref>
   <ref id="scirp.146388-ref26">
    <label>26</label>
    <mixed-citation publication-type="other" xlink:type="simple">
     Teston, A., Piccinini Scolaro, T., Kuntz Maykot, J. and Ghisi, E. (2022) Comprehensive Environmental Assessment of Rainwater Harvesting Systems: A Literature Review. Water, 14, Article 2716. &gt;https://doi.org/10.3390/w14172716
    </mixed-citation>
   </ref>
   <ref id="scirp.146388-ref27">
    <label>27</label>
    <mixed-citation publication-type="other" xlink:type="simple">
     Suprapti, S., Kusuma, M.S.B., Kardhana, H., Cahyono, M. and Juliana, I.C. (2025) Communal-Based Domestic Rainwater Harvesting System: A Novel Approach to Alternative Solutions for Increasing Water Supply and Recharging Groundwater in Jagakarsa Urban Area, South Jakarta. Case Studies in Chemical and Environmental Engineering, 11, Article 101126. &gt;https://doi.org/10.1016/j.cscee.2025.101126 
    </mixed-citation>
   </ref>
   <ref id="scirp.146388-ref28">
    <label>28</label>
    <mixed-citation publication-type="other" xlink:type="simple">
     Kuok, K.K., Chiu, P.C. and Ting, D.C.M. (2020) Evaluation of “C” Values to Head Loss and Water Pressure Due to Pipe Aging: Case Study of Uni-Central Sarawak. Journal of Water Resource and Protection, 12, 1077-1088. &gt;https://doi.org/10.4236/jwarp.2020.1212064
    </mixed-citation>
   </ref>
  </ref-list>
 </back>
</article>