<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.4 20241031//EN" "JATS-journalpublishing1-4.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="research-article" dtd-version="1.4" xml:lang="en">
  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher-id">ojss</journal-id>
      <journal-title-group>
        <journal-title>Open Journal of Soil Science</journal-title>
      </journal-title-group>
      <issn pub-type="epub">2162-5379</issn>
      <issn pub-type="ppub">2162-5360</issn>
      <publisher>
        <publisher-name>Scientific Research Publishing</publisher-name>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">10.4236/ojss.2025.157022</article-id>
      <article-id pub-id-type="publisher-id">ojss-144221</article-id>
      <article-categories>
        <subj-group>
          <subject>Article</subject>
        </subj-group>
        <subj-group>
          <subject>Earth</subject>
          <subject>Environmental Sciences</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>A Study of Soil Infiltration Rates in Diverse Urban Park Settings in Tucson, Arizona: Implications for Urban Planning and Stormwater Management</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <contrib-id contrib-id-type="orcid">0009-0006-6753-2281</contrib-id>
          <name name-style="western">
            <surname>Shenge</surname>
            <given-names>Mercy Nguavese</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
      </contrib-group>
      <aff id="aff1"><label>1</label> Department of Applied Social and Political Sciences, Coppin State University, Baltimore, MD, USA </aff>
      <author-notes>
        <fn fn-type="conflict" id="fn-conflict">
          <p>The author declares no conflicts of interest regarding the publication of this paper.</p>
        </fn>
      </author-notes>
      <pub-date pub-type="epub">
        <day>14</day>
        <month>07</month>
        <year>2025</year>
      </pub-date>
      <pub-date pub-type="collection">
        <month>07</month>
        <year>2025</year>
      </pub-date>
      <volume>15</volume>
      <issue>07</issue>
      <fpage>526</fpage>
      <lpage>535</lpage>
      <history>
        <date date-type="received">
          <day>02</day>
          <month>04</month>
          <year>2025</year>
        </date>
        <date date-type="accepted">
          <day>18</day>
          <month>06</month>
          <year>2025</year>
        </date>
        <date date-type="published">
          <day>24</day>
          <month>07</month>
          <year>2025</year>
        </date>
      </history>
      <permissions>
        <copyright-statement>© 2025 by the authors and Scientific Research Publishing Inc.</copyright-statement>
        <copyright-year>2025</copyright-year>
        <license license-type="open-access">
          <license-p> This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license ( <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">https://creativecommons.org/licenses/by/4.0/</ext-link> ). </license-p>
        </license>
      </permissions>
      <self-uri content-type="doi" xlink:href="https://doi.org/10.4236/ojss.2025.157022">https://doi.org/10.4236/ojss.2025.157022</self-uri>
      <abstract>
        <p>Urban parks play a crucial role in addressing environmental challenges, including stormwater runoff. However, their effectiveness varies significantly due to factors such as soil type. This study evaluates soil infiltration rates across various soil types in selected urban parks in Tucson, AZ. Twelve urban parks (Augie Acuna, Brandi Fenton, Catalina, Gene Reid, John F. Kennedy, La Madera, McCormick, Mirasol, Ormsby, Santa Rita, Santa Rosa, and Tahoe) were selected using stratified random sampling. <italic>In-situ</italic> soil infiltration rates were measured using a single-ring infiltrometer with a diameter of 4.5 inches and a height of 6.5 inches. Soil infiltration rates across the parks ranged from approximately 0.69 mm/s to 1.56 mm/s. La Madera Park, characterized by sandy loam soil, exhibited the highest infiltration rate at 1.56 mm/s, whereas Mirasol Park, featuring silty clay and sandy soil, recorded the lowest rate at 0.69 mm/s. The data underwent statistical analysis using ANOVA packages in JMP, and treatment means were separated using Tukey’s test. Findings emphasize the significant diversity in infiltration capacities of urban park soils, primarily influenced by soil textural properties. This information provides essential, site-specific insights for enhancing urban planning, developing targeted stormwater management strategies, optimizing irrigation practices, and directing park maintenance efforts. The author recommends that urban planning initiatives incorporate soil infiltration data into park design and stormwater management.</p>
      </abstract>
      <kwd-group kwd-group-type="author-generated" xml:lang="en">
        <kwd>Infiltration Rates</kwd>
        <kwd>Urban Parks</kwd>
        <kwd>Soil Infiltration</kwd>
        <kwd>Stormwater Management</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec1">
      <title>1. Introduction</title>
      <p>Infiltration rate, defined as the rate at which water enters the soil, is a fundamental parameter in flood management [<xref ref-type="bibr" rid="B1">1</xref>]. It influences soil moisture, groundwater recharge, and surface runoff, thereby playing a significant role in stormwater management [<xref ref-type="bibr" rid="B2">2</xref>]. Soils with high infiltration rates absorb larger volumes of rainwater, which helps reduce both the frequency and intensity of local flooding, lessens stormwater runoff volumes that burden urban drainage systems, and enhances groundwater recharge [<xref ref-type="bibr" rid="B3">3</xref>]. Understanding soil infiltration is essential for effective flood management, sustainable water resource management, and maintaining overall environmental health, particularly in flood-prone areas [<xref ref-type="bibr" rid="B4">4</xref>].</p>
      <p>Urbanization typically disrupts natural hydrological processes by significantly increasing impervious surfaces (e.g., roads, buildings, parking lots [<xref ref-type="bibr" rid="B5">5</xref>]. This alteration often results in increased surface runoff volumes and peak flows, reduced groundwater recharge, and consequently heightened flood risks, alongside degraded water quality [<xref ref-type="bibr" rid="B6">6</xref>]. Urban parks, as essential components of green infrastructure, play a crucial role in mitigating these adverse effects by providing permeable surfaces that promote water infiltration, decrease runoff, and enhance water quality. However, their effectiveness in delivering these vital ecosystem services varies significantly based on several interconnected factors, particularly the soil’s infiltration characteristics [<xref ref-type="bibr" rid="B7">7</xref>][<xref ref-type="bibr" rid="B8">8</xref>].</p>
      <p>Vegetation cover, land use, park maintenance, and site layout all significantly affect the rate of water absorbed by the soil, which greatly influences groundwater recharge, flood control, and ecosystem health [9]. For example, trees, significantly enhances the soil’s capacity to absorb water. Tree roots improve porosity and boost infiltration rates. Plant canopies also intercept rainfall, slowing down rain-drops and lessening their impact on the soil surface [<xref ref-type="bibr" rid="B10">10</xref>]. Land use directly influences water infiltration. In natural settings, such as forests and grasslands, most rainfall seeps into the soil, supporting consistent streamflow and maintaining good water quality [<xref ref-type="bibr" rid="B11">11</xref>]. The design and layout of cities greatly influence stormwater management. Impervious surfaces significantly disrupt the water cycle. They reduce water penetration into the ground [<xref ref-type="bibr" rid="B12">12</xref>]. Park maintenance practices can greatly affect soil infiltration rates. Regular maintenance can improve infiltration, while a lack of maintenance may cause rates to decline [<xref ref-type="bibr" rid="B13">13</xref>]. Although these are essential factors, the focus of the current study is to investigate the effect of soil on infiltration. </p>
      <p>The infiltration rate in any given landscape, including urban parks, results from a complex interplay of factors [<xref ref-type="bibr" rid="B14">14</xref>]. These factors include soil texture (the relative proportions of sand, silt, and clay), soil structure (the arrangement of soil particles), organic matter content, antecedent soil moisture, and the degree of soil compaction [<xref ref-type="bibr" rid="B15">15</xref>]. Soil compaction, often caused by intensive recreational use, foot traffic, or construction and maintenance activities, can impact infiltration capacity, even in otherwise permeable soils. Additionally, vegetation cover and type significantly influence infiltration by maintaining soil structure, protecting the soil surface from raindrop impact, and creating macropores through their root systems [<xref ref-type="bibr" rid="B16">16</xref>]. In arid or semi-arid regions, such as Tucson, Arizona, characterized by low average annual precipitation that typically arrives in intense, short-duration storm events, effective management of soil infiltration is particularly crucial [<xref ref-type="bibr" rid="B17">17</xref>]. These areas face challenges related to water scarcity as well as risks of flash flooding. Tucson’s geological landscape features a diverse range of soil types; some regions have sandy or loamy soils that naturally exhibit higher infiltration rates, while others consist predominantly of clayey soils, which have inherently lower infiltration capacities [<xref ref-type="bibr" rid="B17">17</xref>].</p>
      <p>Optimizing the infiltration potential of urban green spaces in these climates is vital for water conservation, reducing flood risk, and enhancing urban resilience to climate variability. While the importance of soil infiltration in urban ecosystems, especially in arid-region green spaces, is acknowledged, there has been a notable lack of comprehensive site-specific studies investigating these rates across various urban parks in Tucson. The current study aims to fill the knowledge gap. By examining the infiltration rates and capacities of different soil types found in selected urban parks in Tucson, AZ, this research provides valuable, evidence-based insights that will enhance urban park management, inform targeted stormwater management strategies, and guide park maintenance practices in Tucson and other arid cities. </p>
    </sec>
    <sec id="sec2">
      <title>2. Materials and Methods</title>
      <sec id="sec2dot1">
        <title>2.1. Study Area</title>
        <p>The study was conducted in Tucson, Pima County, Arizona, the state’s second-largest city [<xref ref-type="bibr" rid="B18">18</xref>]. Tucson spans approximately 226.71 square miles and has an estimated population of 547,239 [<xref ref-type="bibr" rid="B18">18</xref>]. The city is located in the Sonoran Desert, known for its arid climate, low annual precipitation, and high summer temperatures [<xref ref-type="bibr" rid="B19">19</xref>]. July and August typically see the most rainfall, primarily as a result of intense monsoon thunderstorms [<xref ref-type="bibr" rid="B19">19</xref>] Summer temperatures, especially in June and July, often exceed 37.8˚C (100˚F) [<xref ref-type="bibr" rid="B20">20</xref>]. January generally records the lowest temperatures [<xref ref-type="bibr" rid="B20">20</xref>]. The natural vegetation is dominated by Sonoran Desert flora, including various species of cacti, particularly the saguaro. </p>
        <p>The area where Tucson sits in a broad valley on an alluvial filled down-drop basin and range graben (20) Arizona. The basin is surrounded by five mountains namely Tucson, Sieritta, Santa Rita, Rincon, and Santa Catalina mountains. </p>
      </sec>
      <sec id="sec2dot2">
        <title>2.2. Park Selection and Sampling Strategy</title>
        <p>Twelve urban parks were selected for this study: Augie Acuna, Brandi Fenton, Catalina, Gene Reid, John F. Kennedy, La Madera, McCormick, Mirasol, Ormsby, Santa Rita, Santa Rosa, and Tahoe. Stratified random sampling was employed for park selection. This method aimed to choose samples that accurately represent the population. It involved dividing the parent population into two mutually exclusive geospatial strata (Central Tucson and South Tucson) and then randomly selecting parks from each stratum [<xref ref-type="bibr" rid="B21">21</xref>]. This method enhances sampling efficiency. It minimizes sample selection bias by categorizing different types of parks and narrowing the differences between them, while also reducing the overall sample size. Stratified sampling further reduces variability in measurements within each stratum, leading to smaller bounds on estimation errors [<xref ref-type="bibr" rid="B21">21</xref>]. The method was chosen because North, East, and West Tucson are bordered by mountain ranges that create a barrier around the city. As a result, rainwater from precipitation flows into the basin, occasionally causing flash flooding since these events primarily occur within the basin. This study focused on strategies to mitigate flash flooding in the area. <italic>In-situ</italic> soil infiltration rates were measured using a single-ring infiltrometer with a diameter of 4.5 inches and a height of 6.5 inches.</p>
      </sec>
      <sec id="sec2dot3">
        <title>2.3. Soil Characterization</title>
        <p>At each sampling point, soil samples were collected in triplicate and labeled accordingly. Subsequently, all the soil samples were submitted to the soil science lab at the University of Arizona for analysis of soil composition, texture, and classification. </p>
      </sec>
      <sec id="sec2dot4">
        <title>2.4. Infiltration Rate Measurement</title>
        <p>Soil infiltration rates were measured in situ using a single ring infiltrometer (Geopack, ZMFP38) manufactured by Turf-Tec International with a diameter of 4.5 inches and a height of 6.5 inches. The beveled end of the infiltrometer cylinder was carefully inserted into the soil surface to a depth of about 1.5 inches, ensuring that it remained level and perpendicular to the surface. A fall unit (the depth of water infiltration to be timed) of 0.787402 inches was selected for all measurements, following the instructions (<xref ref-type="fig" rid="fig1">Figure 1</xref>).</p>
        <fig id="fig1">
          <label>Figure 1</label>
          <graphic xlink:href="https://html.scirp.org/file/1661030-rId15.jpeg?20260611111946" />
        </fig>
        <p><bold>Figure</bold><bold>1.</bold> The double ring infiltrometer. Source: Fieldwork. Infiltrometer cylinder filled with water, showing initial fill level.</p>
        <p>The cylinder was initially filled with water to a mark of 3.93701 inches. A timer was started at the same time the water began to infiltrate. The time T, in seconds, taken for the water level to drop by the selected fall unit (0.787402), was recorded for each trial (<xref ref-type="fig" rid="fig2">Figure 2</xref>). </p>
        <fig id="fig2">
          <label>Figure 2</label>
          <graphic xlink:href="https://html.scirp.org/file/1661030-rId16.jpeg?20260611111946" />
        </fig>
        <p><bold>Figure 2.</bold> The double ring infiltrometer. Source: Fieldwork. Infiltrometer showing ongoing infiltration measurement.</p>
        <p>After each trial, the cylinder was refilled to the initial 3.93701 inches mark, and the time taken for the water level to drop by the defined unit was noted. This process continued until the time required for the water to infiltrate the fall unit stabilized across three consecutive readings. The average time step length for each park was calculated and recorded. The experiment was not done across seasons because Tucson has an arid weather pattern in very minimal variation from one season to another, therefore, since soil infiltration is mostly dependent on soil properties, it was not considered that seasonal variations will not have a significant impact on infiltration rates. </p>
      </sec>
      <sec id="sec2dot5">
        <title>2.5. Data Calculation and Analysis</title>
        <p>The infiltration rate (IR) for each stabilized trial was calculated using the following formula:</p>
        <disp-formula id="FD1">
          <mml:math display="inline">
            <mml:mrow>
              <mml:mtext>IR</mml:mtext>
              <mml:mrow>
                <mml:mo>(</mml:mo>
                <mml:mrow>
                  <mml:mrow>
                    <mml:mrow>
                      <mml:mtext>mm</mml:mtext>
                    </mml:mrow>
                    <mml:mo>/</mml:mo>
                    <mml:mtext>s</mml:mtext>
                  </mml:mrow>
                </mml:mrow>
                <mml:mo>)</mml:mo>
              </mml:mrow>
              <mml:mo>=</mml:mo>
              <mml:mfrac>
                <mml:mrow>
                  <mml:mtext>Depth</mml:mtext>
                  <mml:mtext>
                     
                  </mml:mtext>
                  <mml:mtext>of</mml:mtext>
                  <mml:mtext>
                     
                  </mml:mtext>
                  <mml:mtext>water</mml:mtext>
                  <mml:mtext>
                     
                  </mml:mtext>
                  <mml:mtext>infiltrated</mml:mtext>
                  <mml:mtext>
                     
                  </mml:mtext>
                  <mml:mrow>
                    <mml:mo>(</mml:mo>
                    <mml:mrow>
                      <mml:mtext>D</mml:mtext>
                      <mml:mo>,</mml:mo>
                      <mml:mo>
                      </mml:mo>
                      <mml:mtext>in</mml:mtext>
                      <mml:mo>
                      </mml:mo>
                      <mml:mtext>mm</mml:mtext>
                    </mml:mrow>
                    <mml:mo>)</mml:mo>
                  </mml:mrow>
                </mml:mrow>
                <mml:mrow>
                  <mml:mtext>Time</mml:mtext>
                  <mml:mtext>
                     
                  </mml:mtext>
                  <mml:mtext>taken</mml:mtext>
                  <mml:mtext>
                     
                  </mml:mtext>
                  <mml:mtext>for</mml:mtext>
                  <mml:mtext>
                     
                  </mml:mtext>
                  <mml:mtext>infiltraion</mml:mtext>
                  <mml:mtext>
                     
                  </mml:mtext>
                  <mml:mrow>
                    <mml:mo>(</mml:mo>
                    <mml:mtext>T</mml:mtext>
                    <mml:mo>)</mml:mo>
                  </mml:mrow>
                  <mml:mtext>
                     
                  </mml:mtext>
                  <mml:mtext>in</mml:mtext>
                  <mml:mtext>
                     
                  </mml:mtext>
                  <mml:mtext>seconds</mml:mtext>
                </mml:mrow>
              </mml:mfrac>
            </mml:mrow>
          </mml:math>
        </disp-formula>
        <p>where D = 20 mm or 0.787402. The data collected was subjected to statistical analysis using ANOVA models in JMP, and treatment means were separated using Tukey’s test.</p>
      </sec>
    </sec>
    <sec id="sec3">
      <title>3. Results</title>
      <p>Soil infiltration rates measured across the twelve urban parks sampled in Tucson are shown in <bold>Table 1</bold>. The rates varied significantly, ranging from a low of 0.69 mm/s to a high of 1.56 mm/s. This notable variation was strongly influenced by the soil type identified at each park location, with statistically significant differences observed among the soil types.</p>
      <p><bold>Table 1</bold><bold>.</bold> Soil type and mean infiltration rates in sampled urban parks in Tucson, AZ.</p>
      <table-wrap id="tbl1">
        <label>Table 1</label>
        <table>
          <tbody>
            <tr>
              <td>
                <bold>Park</bold>
              </td>
              <td>
                <bold>Soil</bold>
                <bold>Type</bold>
              </td>
              <td>
                <bold>Infiltration</bold>
                <bold>Rate</bold>
                <bold>(mm/s)</bold>
              </td>
              <td>
                <bold>Tukey</bold>
                <bold>Group</bold>
              </td>
            </tr>
            <tr>
              <td>Augie Acuna</td>
              <td>Silty Clay</td>
              <td>0.70</td>
              <td>b</td>
            </tr>
            <tr>
              <td>Brandi Fenton</td>
              <td>Sandy clay + trace of gravel</td>
              <td>0.86</td>
              <td>b</td>
            </tr>
            <tr>
              <td>Catalina</td>
              <td>Sandy clay + trace of gravel</td>
              <td>0.83</td>
              <td>b</td>
            </tr>
            <tr>
              <td>Gene Reid</td>
              <td>Sandy clay + trace of gravel</td>
              <td>0.84</td>
              <td>b</td>
            </tr>
            <tr>
              <td>John F. Kennedy</td>
              <td>Silty clay</td>
              <td>0.71</td>
              <td>b</td>
            </tr>
            <tr>
              <td>La Madera</td>
              <td>Sandy loam</td>
              <td>1.56</td>
              <td>a</td>
            </tr>
            <tr>
              <td>McCormick</td>
              <td>Silty clay + traces of gravel</td>
              <td>0.88</td>
              <td>b</td>
            </tr>
            <tr>
              <td>Mirasol</td>
              <td>Silty clay + sand</td>
              <td>0.69</td>
              <td>b</td>
            </tr>
            <tr>
              <td>Ormsby</td>
              <td>Silty clay + trace of sand</td>
              <td>0.78</td>
              <td>b</td>
            </tr>
            <tr>
              <td>Santa Rita</td>
              <td>Silty clay</td>
              <td>0.73</td>
              <td>b</td>
            </tr>
            <tr>
              <td>Santa Rosa</td>
              <td>Silty clay + trace of sand</td>
              <td>0.76</td>
              <td>b</td>
            </tr>
            <tr>
              <td>Tahoe</td>
              <td>Silty sand</td>
              <td>1.47</td>
              <td>a</td>
            </tr>
          </tbody>
        </table>
      </table-wrap>
    </sec>
    <sec id="sec4">
      <title>4. Discussion</title>
      <p>The findings of this study show significant variability in soil infiltration rates across various urban parks in Tucson, Arizona, ranging from approximately 0.69 mm/s to 1.56 mm/s. This broad range highlights the considerable influence of soil type on infiltration capacity, even within managed urban green spaces. The differences are significant in arid or semi-arid regions, such as Tucson, where effective water resource management and stormwater mitigation are vital due to limited water supplies and the potential for intense rainfall events.</p>
      <p>Parks with higher infiltration rates, such as La Madera Park (sandy loam) and Tahoe Park (silty sand), are significantly more effective at absorbing rainfall. This capacity enables better local stormwater runoff mitigation, potentially reducing the risk of localized urban flooding and alleviating the burden on municipal stormwater systems. Moreover, enhanced infiltration in these parks can contribute more meaningfully to groundwater recharge, a vital ecosystem service, particularly in water-scarce regions. For instance, a high-intensity, short-duration Tucson thunderstorm delivering 25 mm of rain in 30 minutes (an intensity of 50 mm/hr) would be largely or entirely infiltrated by the soils in La Madera or Tahoe parks, assuming no surface sealing or extreme antecedent moisture.</p>
      <p>Conversely, parks with lower infiltration rates, such as Mirasol Park (silty clay + 0.69 mm/s), Augie Acuna Park (silty clay, 0.70 mm/s), and John F. Kennedy Park (silty clay), are more likely to produce surface runoff during heavy rainfall events. Even the 50 mm/hr storm intensity in the previous example would exceed the infiltration capacity of these soils, leading to ponding or runoff. These areas may require specific landscape design considerations or additional stormwater management strategies to enhance their ability to manage water and mitigate potential flood risks. Such strategies might include constructing rain gardens or bioswales in or near these parks, utilizing permeable surfaces and pavements in nearby pathways or parking areas, or applying targeted soil amendments to improve soil structure and porosity. The results strongly emphasize the need to incorporate soil-specific considerations into urban planning and the management of urban green infrastructure. A quantitative understanding of the infiltration characteristics of park soils enables urban planners, landscape architects, and park managers to make more informed decisions regarding irrigation scheduling (avoiding over-irrigation and runoff in low-infiltration areas), vegetation selection (choosing plants suited to soil moisture conditions and those that can enhance infiltration), and the implementation of best management practices (BMPs) aimed at maintaining or improving soil health and hydrological function. For instance, in parks with compacted soils or those dominated by clay, such as Mirasol or Augie Acuna, practices like core aeration, deep soil mixing, or incorporating organic matter (e.g., compost) could be beneficial for enhancing soil structure and, consequently, infiltration rates. Research has shown that organic matter amendments can significantly improve the hydraulic properties of clayey soils [<xref ref-type="bibr" rid="B22">22</xref>].</p>
      <p>While soil texture emerged as a primary determinant, other factors likely contribute to variability in infiltration. Soil compaction from foot traffic, sports activities, or the use of maintenance vehicles can significantly reduce infiltration rates, regardless of texture [<xref ref-type="bibr" rid="B23">23</xref>]. Although not quantitatively measured in this study, observations in heavily used areas of parks suggest that compaction may lead to lower rates in certain zones. Vegetation type and density also play a role; well-established turf or native vegetation with extensive root systems can enhance infiltration compared to bare soil or sparsely vegetated areas [<xref ref-type="bibr" rid="B24">24</xref>].</p>
    </sec>
    <sec id="sec5">
      <title>5. Conclusions</title>
      <p>This study effectively characterized and quantified soil infiltration rates across twelve urban parks in Tucson, AZ, revealing significant variations directly linked to soil textural properties. Sandy loam and silty sand soils exhibited the highest infiltration capacities, while silty clay and sandy clay soils recorded substantially lower rates (<bold>Table 1</bold>). These findings have critical implications for urban planning, stormwater management, park design, and maintenance strategies in Tucson and other cities confronting similar arid environmental conditions and water management challenges. Understanding these site-specific soil hydraulic properties is essential for designing resilient urban landscapes that can effectively manage stormwater, promote groundwater recharge, and contribute to sustainable water resource management in water-limited environments. This research provides an empirical basis for developing evidence-based approaches to optimize the hydrological performance of urban parks, thereby fostering more sustainable and resilient urban ecosystems that can adapt to changing climatic conditions.</p>
      <p>This information provides essential, site-specific insights for enhancing urban planning and developing targeted stormwater management strategies, optimizing irrigation practices, and improving park maintenance to enhance soil health and hydrological function in Tucson and similar arid or semi-arid urban landscapes.</p>
    </sec>
    <sec id="sec6">
      <title>6. Recommendations</title>
      <p>Based on the findings of this study, the authors recommend the following in Tucson and similar arid or semi-arid urban areas: </p>
      <p>1) Integrate Soil Data into Planning and Design: Utilize soil infiltration data as a key input in the design and master planning of new urban parks, as well as the retrofitting of existing ones. Prioritize designs that protect and enhance infiltration in high-potential areas and incorporate engineered solutions (e.g., rain gardens, bioswales in with low infiltration. </p>
      <p>2) Implement Soil-Specific Management Practices: Develop and implement park maintenance plans tailored to specific soil conditions. For parks with low-infiltration soils (e.g., Mirasol, Augie Acuna):</p>
      <p>Minimize soil compaction through designated pathways, restricted vehicle access, and periodic aeration or soil amendment with organic matter Select drought-tolerant vegetation adapted to heavier soils and potentially periodic wetness if surface ponding occurs. </p>
      <p>By adopting these recommendations, cities like Tucson can more effectively leverage their urban green spaces to manage stormwater, conserve water, and build more resilient and sustainable urban environments. </p>
    </sec>
    <sec id="sec7">
      <title>7. Further Research</title>
      <p>Conduct more detailed studies incorporating quantitative analysis of soil properties (particle size distribution, organic matter content, bulk density) alongside infiltration measurements.Investigate the long-term effects of various vegetation types (e.g., turfgrass vs. native xeric landscaping) and soil amendment practices (e.g., compost application, biochar) on infiltration rates in the soils of Tucson’s urban parks. Monitor infiltration rates seasonally to understand temporal dynamics.Expand the study to a broader range of urban green spaces and land use to develop a comprehensive hydrological map for the city.Evaluate the cost-effectiveness of different soil improvement techniques in enhancing infiltration and reducing stormwater management costs.</p>
    </sec>
  </body>
  <back>
    <ref-list>
      <title>References</title>
      <ref id="B1">
        <label>1.</label>
        <citation-alternatives>
          <mixed-citation publication-type="journal">Kubát, J., Strouhal, L. and Kavka, P. (2024) Estimation of Infiltration Parameters: The Role of Pedotransfer Functions and Initial Moisture Conditions. <italic>Journal</italic><italic>of</italic><italic>Hydrology</italic>, 633, Article ID: 130954. https://doi.org/10.1016/j.jhydrol.2024.130954 <pub-id pub-id-type="doi">10.1016/j.jhydrol.2024.130954</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.jhydrol.2024.130954">https://doi.org/10.1016/j.jhydrol.2024.130954</ext-link></mixed-citation>
          <element-citation publication-type="journal">
            <person-group person-group-type="author">
              <string-name>Strouhal, L.</string-name>
              <string-name>Kavka, P.</string-name>
            </person-group>
            <year>2024</year>
            <article-title>Estimation of Infiltration Parameters: The Role of Pedotransfer Functions and Initial Moisture Conditions</article-title>
            <source>Journal of Hydrology</source>
            <volume>633</volume>
            <fpage>130954</fpage>
            <elocation-id>ID</elocation-id>
            <pub-id pub-id-type="doi">10.1016/j.jhydrol.2024.130954</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B2">
        <label>2.</label>
        <citation-alternatives>
          <mixed-citation publication-type="journal">Zheng, W., Wang, S., Tan, K., Shen, Y. and Yang, L. (2023) Rainfall Intensity Affects the Recharge Mechanisms of Groundwater in a Headwater Basin of the North China Plain. <italic>Applied</italic><italic>Geochemistry</italic>, 155, Article ID: 105742. https://doi.org/10.1016/j.apgeochem.2023.105742 <pub-id pub-id-type="doi">10.1016/j.apgeochem.2023.105742</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.apgeochem.2023.105742">https://doi.org/10.1016/j.apgeochem.2023.105742</ext-link></mixed-citation>
          <element-citation publication-type="journal">
            <person-group person-group-type="author">
              <string-name>Zheng, W.</string-name>
              <string-name>Wang, S.</string-name>
              <string-name>Tan, K.</string-name>
              <string-name>Shen, Y.</string-name>
              <string-name>Yang, L.</string-name>
            </person-group>
            <year>2023</year>
            <article-title>Rainfall Intensity Affects the Recharge Mechanisms of Groundwater in a Headwater Basin of the North China Plain</article-title>
            <source>Applied Geochemistry</source>
            <volume>155</volume>
            <fpage>105742</fpage>
            <elocation-id>ID</elocation-id>
            <pub-id pub-id-type="doi">10.1016/j.apgeochem.2023.105742</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B3">
        <label>3.</label>
        <citation-alternatives>
          <mixed-citation publication-type="journal">Edwards, E.C., Nelson, C., Harter, T., Bowles, C., Li, X., Lock, B., <italic>et</italic><italic>al.</italic> (2022) Potential Effects on Groundwater Quality Associated with Infiltrating Stormwater through Dry Wells for Aquifer Recharge. <italic>Journal</italic><italic>of</italic><italic>Contaminant</italic><italic>Hydrology</italic>, 246, Article ID: 103964. https://doi.org/10.1016/j.jconhyd.2022.103964 <pub-id pub-id-type="doi">10.1016/j.jconhyd.2022.103964</pub-id><pub-id pub-id-type="pmid">35180606</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.jconhyd.2022.103964">https://doi.org/10.1016/j.jconhyd.2022.103964</ext-link></mixed-citation>
          <element-citation publication-type="journal">
            <person-group person-group-type="author">
              <string-name>Edwards, E.C.</string-name>
              <string-name>Nelson, C.</string-name>
              <string-name>Harter, T.</string-name>
              <string-name>Bowles, C.</string-name>
              <string-name>Li, X.</string-name>
              <string-name>Lock, B.</string-name>
            </person-group>
            <year>2022</year>
            <article-title>Potential Effects on Groundwater Quality Associated with Infiltrating Stormwater through Dry Wells for Aquifer Recharge</article-title>
            <source>Journal of Contaminant Hydrology</source>
            <volume>246</volume>
            <fpage>103964</fpage>
            <elocation-id>ID</elocation-id>
            <pub-id pub-id-type="doi">10.1016/j.jconhyd.2022.103964</pub-id>
            <pub-id pub-id-type="pmid">35180606</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B4">
        <label>4.</label>
        <citation-alternatives>
          <mixed-citation publication-type="journal">Yu, P., Wei, Y., Ma, L., Wang, B., Yung, E.H.K. and Chen, Y. (2024) Urbanization and the Urban Critical Zone. <italic>Earth</italic><italic>Critical</italic><italic>Zone</italic>, 1, Article ID: 100011. https://doi.org/10.1016/j.ecz.2024.100011 <pub-id pub-id-type="doi">10.1016/j.ecz.2024.100011</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.ecz.2024.100011">https://doi.org/10.1016/j.ecz.2024.100011</ext-link></mixed-citation>
          <element-citation publication-type="journal">
            <person-group person-group-type="author">
              <string-name>Yu, P.</string-name>
              <string-name>Wei, Y.</string-name>
              <string-name>Ma, L.</string-name>
              <string-name>Wang, B.</string-name>
              <string-name>Yung, E.H.K.</string-name>
              <string-name>Chen, Y.</string-name>
            </person-group>
            <year>2024</year>
            <article-title>Urbanization and the Urban Critical Zone</article-title>
            <source>Earth Critical Zone</source>
            <volume>1</volume>
            <fpage>100011</fpage>
            <elocation-id>ID</elocation-id>
            <pub-id pub-id-type="doi">10.1016/j.ecz.2024.100011</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B5">
        <label>5.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Liu, N. and Zhang, F. (2025) Urban Green Spaces and Flood Disaster Management: Toward Sustainable Urban Design. <italic>Frontiers</italic><italic>in</italic><italic>Public</italic><italic>Health</italic>, 13, Article 1583978. https://doi.org/10.3389/fpubh.2025.1583978 <pub-id pub-id-type="doi">10.3389/fpubh.2025.1583978</pub-id><pub-id pub-id-type="pmid">40290497</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpubh.2025.1583978">https://doi.org/10.3389/fpubh.2025.1583978</ext-link></mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Liu, N.</string-name>
              <string-name>Zhang, F.</string-name>
            </person-group>
            <year>2025</year>
            <article-title>Urban Green Spaces and Flood Disaster Management: Toward Sustainable Urban Design</article-title>
            <source>Frontiers in Public Health</source>
            <volume>13</volume>
            <elocation-id>1583978</elocation-id>
            <pub-id pub-id-type="doi">10.3389/fpubh.2025.1583978</pub-id>
            <pub-id pub-id-type="pmid">40290497</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B6">
        <label>6.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Olivadese, M. and Dindo, M.L. (2024) Water, Ecosystem Services, and Urban Green Spaces in the Anthropocene. <italic>Land</italic>, 13, Article 1948. https://doi.org/10.3390/land13111948 <pub-id pub-id-type="doi">10.3390/land13111948</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3390/land13111948">https://doi.org/10.3390/land13111948</ext-link></mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Olivadese, M.</string-name>
              <string-name>Dindo, M.L.</string-name>
              <string-name>Water, E</string-name>
            </person-group>
            <year>2024</year>
            <article-title>Water, Ecosystem Services, and Urban Green Spaces in the Anthropocene</article-title>
            <source>Land</source>
            <volume>13</volume>
            <elocation-id>1948</elocation-id>
            <pub-id pub-id-type="doi">10.3390/land13111948</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B7">
        <label>7.</label>
        <citation-alternatives>
          <mixed-citation publication-type="journal">Tang, J., Liu, D., Shang, C. and Niu, J. (2024) Impacts of Land Use Change on Surface Infiltration Capacity and Urban Flood Risk in a Representative Karst Mountain City over the Last Two Decades. <italic>Journal</italic><italic>of</italic><italic>Cleaner</italic><italic>Production</italic>, 454, Article ID: 142196. https://doi.org/10.1016/j.jclepro.2024.142196 <pub-id pub-id-type="doi">10.1016/j.jclepro.2024.142196</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.jclepro.2024.142196">https://doi.org/10.1016/j.jclepro.2024.142196</ext-link></mixed-citation>
          <element-citation publication-type="journal">
            <person-group person-group-type="author">
              <string-name>Tang, J.</string-name>
              <string-name>Liu, D.</string-name>
              <string-name>Shang, C.</string-name>
              <string-name>Niu, J.</string-name>
            </person-group>
            <year>2024</year>
            <article-title>Impacts of Land Use Change on Surface Infiltration Capacity and Urban Flood Risk in a Representative Karst Mountain City over the Last Two Decades</article-title>
            <source>Journal of Cleaner Production</source>
            <volume>454</volume>
            <fpage>142196</fpage>
            <elocation-id>ID</elocation-id>
            <pub-id pub-id-type="doi">10.1016/j.jclepro.2024.142196</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B8">
        <label>8.</label>
        <citation-alternatives>
          <mixed-citation publication-type="web">Minesota Pollution Control Agency (2022) Minnesota Storm Water. https://stormwater.pca.state.mn.us/index.php?title=Soil_physical_properties_and_processes#Soil_porosity</mixed-citation>
          <element-citation publication-type="web">
            <year>2022</year>
            <article-title>Minnesota Storm Water</article-title>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B9">
        <label>9.</label>
        <citation-alternatives>
          <mixed-citation publication-type="journal">Lann, T., Bao, H., Lan, H., Zheng, H., Yan, C. and Peng, J. (2024) Hydro-mechanical Effects of Vegetation on Slope Stability: A Review. <italic>Science</italic><italic>of</italic><italic>the</italic><italic>Total</italic><italic>Environment</italic>, 926, Article ID: 171691. https://doi.org/10.1016/j.scitotenv.2024.171691 <pub-id pub-id-type="doi">10.1016/j.scitotenv.2024.171691</pub-id><pub-id pub-id-type="pmid">38485024</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.scitotenv.2024.171691">https://doi.org/10.1016/j.scitotenv.2024.171691</ext-link></mixed-citation>
          <element-citation publication-type="journal">
            <person-group person-group-type="author">
              <string-name>Lann, T.</string-name>
              <string-name>Bao, H.</string-name>
              <string-name>Lan, H.</string-name>
              <string-name>Zheng, H.</string-name>
              <string-name>Yan, C.</string-name>
              <string-name>Peng, J.</string-name>
            </person-group>
            <year>2024</year>
            <article-title>Hydro-mechanical Effects of Vegetation on Slope Stability: A Review</article-title>
            <source>Science of the Total Environment</source>
            <volume>926</volume>
            <fpage>171691</fpage>
            <elocation-id>ID</elocation-id>
            <pub-id pub-id-type="doi">10.1016/j.scitotenv.2024.171691</pub-id>
            <pub-id pub-id-type="pmid">38485024</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B10">
        <label>10.</label>
        <citation-alternatives>
          <mixed-citation publication-type="journal">Hanley, P.A., Livesley, S.J., Fletcher, T.D., Grey, V. and Szota, C. (2024) Stormwater Retention Performance of Tree Integrated Infiltration Trenches Designed for Suburban Streetscapes. <italic>Science</italic><italic>of</italic><italic>The</italic><italic>Total</italic><italic>Environment</italic>, 954, Article ID: 176634. https://doi.org/10.1016/j.scitotenv.2024.176634 <pub-id pub-id-type="doi">10.1016/j.scitotenv.2024.176634</pub-id><pub-id pub-id-type="pmid">39357759</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.scitotenv.2024.176634">https://doi.org/10.1016/j.scitotenv.2024.176634</ext-link></mixed-citation>
          <element-citation publication-type="journal">
            <person-group person-group-type="author">
              <string-name>Hanley, P.A.</string-name>
              <string-name>Livesley, S.J.</string-name>
              <string-name>Fletcher, T.D.</string-name>
              <string-name>Grey, V.</string-name>
              <string-name>Szota, C.</string-name>
            </person-group>
            <year>2024</year>
            <article-title>Stormwater Retention Performance of Tree Integrated Infiltration Trenches Designed for Suburban Streetscapes</article-title>
            <source>Science of The Total Environment</source>
            <volume>954</volume>
            <fpage>176634</fpage>
            <elocation-id>ID</elocation-id>
            <pub-id pub-id-type="doi">10.1016/j.scitotenv.2024.176634</pub-id>
            <pub-id pub-id-type="pmid">39357759</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B11">
        <label>11.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Mekonnen, Y.A. and Manderso, T.M. (2023) Land Use/Land Cover Change Impact on Streamflow Using Arc-Swat Model, in Case of Fetam Watershed, Abbay Basin, Ethiopia. <italic>Applied</italic><italic>Water</italic><italic>Science</italic>, 13, Article No. 111 https://doi.org/10.1007/s13201-023-01914-5 <pub-id pub-id-type="doi">10.1007/s13201-023-01914-5</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1007/s13201-023-01914-5">https://doi.org/10.1007/s13201-023-01914-5</ext-link></mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Mekonnen, Y.A.</string-name>
              <string-name>Manderso, T.M.</string-name>
              <string-name>Watershed, A</string-name>
              <string-name>Basin, E</string-name>
            </person-group>
            <year>2023</year>
            <article-title>Land Use/Land Cover Change Impact on Streamflow Using Arc-Swat Model, in Case of Fetam Watershed, Abbay Basin, Ethiopia</article-title>
            <source>Applied Water Science</source>
            <volume>13</volume>
            <elocation-id>No</elocation-id>
            <pub-id pub-id-type="doi">10.1007/s13201-023-01914-5</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B12">
        <label>12.</label>
        <citation-alternatives>
          <mixed-citation publication-type="journal">Addo-Bankas, O., Wei, T., Zhao, Y., Bai, X., Núñez, A.E. and Stefanakis, A. (2024) Revisiting the Concept, Urban Practices, Current Advances, and Future Prospects of Green Infrastructure. <italic>Science</italic><italic>of</italic><italic>the</italic><italic>Total</italic><italic>Environment</italic>, 954, Article ID: 176473. https://doi.org/10.1016/j.scitotenv.2024.176473 <pub-id pub-id-type="doi">10.1016/j.scitotenv.2024.176473</pub-id><pub-id pub-id-type="pmid">39343404</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.scitotenv.2024.176473">https://doi.org/10.1016/j.scitotenv.2024.176473</ext-link></mixed-citation>
          <element-citation publication-type="journal">
            <person-group person-group-type="author">
              <string-name>Addo-Bankas, O.</string-name>
              <string-name>Wei, T.</string-name>
              <string-name>Zhao, Y.</string-name>
              <string-name>Bai, X.</string-name>
              <string-name>Stefanakis, A.</string-name>
              <string-name>Concept, U</string-name>
              <string-name>Practices, C</string-name>
            </person-group>
            <year>2024</year>
            <article-title>Revisiting the Concept, Urban Practices, Current Advances, and Future Prospects of Green Infrastructure</article-title>
            <source>Science of the Total Environment</source>
            <volume>954</volume>
            <fpage>176473</fpage>
            <elocation-id>ID</elocation-id>
            <pub-id pub-id-type="doi">10.1016/j.scitotenv.2024.176473</pub-id>
            <pub-id pub-id-type="pmid">39343404</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B13">
        <label>13.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Vishwakarma, D.K., Yadav, D., Kumar, R., Kumar, R., Bhat, S.A., Mirzania, E., <italic>et</italic><italic>al.</italic> (2024) Assessing the Performance of Various Infiltration Models to Improve Water Management Practices. <italic>Paddy</italic><italic>and</italic><italic>Water</italic><italic>Environment</italic>, 23, 77-93. https://doi.org/10.1007/s10333-024-01000-9 <pub-id pub-id-type="doi">10.1007/s10333-024-01000-9</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1007/s10333-024-01000-9">https://doi.org/10.1007/s10333-024-01000-9</ext-link></mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Vishwakarma, D.K.</string-name>
              <string-name>Yadav, D.</string-name>
              <string-name>Kumar, R.</string-name>
              <string-name>Kumar, R.</string-name>
              <string-name>Bhat, S.A.</string-name>
              <string-name>Mirzania, E.</string-name>
            </person-group>
            <year>2024</year>
            <article-title>Assessing the Performance of Various Infiltration Models to Improve Water Management Practices</article-title>
            <source>Paddy and Water Environment</source>
            <volume>23</volume>
            <pub-id pub-id-type="doi">10.1007/s10333-024-01000-9</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B14">
        <label>14.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Zhang, C., Su, Q. and Zhu, Y. (2023) Urban Park System on Public Health: Underlying Driving Mechanism and Planning Thinking. <italic>Frontiers</italic><italic>in</italic><italic>Public</italic><italic>Health</italic>, 11, Article 1193604. https://doi.org/10.3389/fpubh.2023.1193604 <pub-id pub-id-type="doi">10.3389/fpubh.2023.1193604</pub-id><pub-id pub-id-type="pmid">37377543</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpubh.2023.1193604">https://doi.org/10.3389/fpubh.2023.1193604</ext-link></mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Zhang, C.</string-name>
              <string-name>Su, Q.</string-name>
              <string-name>Zhu, Y.</string-name>
            </person-group>
            <year>2023</year>
            <article-title>Urban Park System on Public Health: Underlying Driving Mechanism and Planning Thinking</article-title>
            <source>Frontiers in Public Health</source>
            <volume>11</volume>
            <elocation-id>1193604</elocation-id>
            <pub-id pub-id-type="doi">10.3389/fpubh.2023.1193604</pub-id>
            <pub-id pub-id-type="pmid">37377543</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B15">
        <label>15.</label>
        <citation-alternatives>
          <mixed-citation publication-type="web">Minnesota Stormwater Manual (2022) Soil Physical Properties and Processes. https://stormwater.pca.state.mn.us/index.php?title=Soil_physical_properties_and_processes</mixed-citation>
          <element-citation publication-type="web">
            <year>2022</year>
            <article-title>Soil Physical Properties and Processes</article-title>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B16">
        <label>16.</label>
        <citation-alternatives>
          <mixed-citation publication-type="journal">Zewide, I. (2021) Review Paper on the Effect of Natural Conditions on Soil Infiltration. <italic>International</italic><italic>Journal</italic><italic>of</italic><italic>Green</italic><italic>Chemistry</italic>, 7, 34-41.</mixed-citation>
          <element-citation publication-type="journal">
            <person-group person-group-type="author">
              <string-name>Zewide, I.</string-name>
            </person-group>
            <year>2021</year>
            <article-title>Review Paper on the Effect of Natural Conditions on Soil Infiltration</article-title>
            <source>International Journal of Green Chemistry</source>
            <volume>7</volume>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B17">
        <label>17.</label>
        <citation-alternatives>
          <mixed-citation publication-type="web">National Park Service (2025) Geology of the Tucson Mountains. https://www.nps.gov/sagu/geology-of-the-tucson-mountains.htm</mixed-citation>
          <element-citation publication-type="web">
            <year>2025</year>
            <article-title>Geology of the Tucson Mountains</article-title>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B18">
        <label>18.</label>
        <citation-alternatives>
          <mixed-citation publication-type="web">Arizona Commerce Authority (2017) Community Profile for Tucson. https://www.azcommerce.com/media/1542206/tucson.pdf</mixed-citation>
          <element-citation publication-type="web">
            <year>2017</year>
            <article-title>Community Profile for Tucson</article-title>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B19">
        <label>19.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Olgun, R., Karakuş, N., Selim, S., Yilmaz, T., Erdoğan, R., Aklıbaşında, M., <italic>et</italic><italic>al.</italic> (2025) Impacts of Landscape Composition on Land Surface Temperature in Expanding Desert Cities: A Case Study in Arizona, Usa. <italic>Land</italic>, 14, Article 1274. https://doi.org/10.3390/land14061274 <pub-id pub-id-type="doi">10.3390/land14061274</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3390/land14061274">https://doi.org/10.3390/land14061274</ext-link></mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Olgun, R.</string-name>
              <string-name>Selim, S.</string-name>
              <string-name>Yilmaz, T.</string-name>
              <string-name>Arizona, U</string-name>
            </person-group>
            <year>2025</year>
            <article-title>Impacts of Landscape Composition on Land Surface Temperature in Expanding Desert Cities: A Case Study in Arizona, Usa</article-title>
            <source>Land</source>
            <volume>14</volume>
            <elocation-id>1274</elocation-id>
            <pub-id pub-id-type="doi">10.3390/land14061274</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B20">
        <label>20.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Wilder, B.T., Hultine, K.R., Dorshow, W.B., Vanderplank, S.E., López, B.R., Medel‐Narváez, A., <italic>et</italic><italic>al.</italic> (2025) Plant Responses to Anomalous Heat and Drought Events in the Sonoran Desert. <italic>Global</italic><italic>Change</italic><italic>Biology</italic>, 31, e70217. https://doi.org/10.1111/gcb.70217 <pub-id pub-id-type="doi">10.1111/gcb.70217</pub-id><pub-id pub-id-type="pmid">40341842</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1111/gcb.70217">https://doi.org/10.1111/gcb.70217</ext-link></mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Wilder, B.T.</string-name>
              <string-name>Hultine, K.R.</string-name>
              <string-name>Dorshow, W.B.</string-name>
              <string-name>Vanderplank, S.E.</string-name>
            </person-group>
            <year>2025</year>
            <article-title>Plant Responses to Anomalous Heat and Drought Events in the Sonoran Desert</article-title>
            <source>Global Change Biology</source>
            <volume>31</volume>
            <pub-id pub-id-type="doi">10.1111/gcb.70217</pub-id>
            <pub-id pub-id-type="pmid">40341842</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B21">
        <label>21.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Reddy, K.G. and Khan, M.G.M. (2023) Constructing Efficient Strata Boundaries in Stratified Sampling Using Survey Cost. <italic>Heliyon</italic>, 9, e21407. https://doi.org/10.1016/j.heliyon.2023.e21407 <pub-id pub-id-type="doi">10.1016/j.heliyon.2023.e21407</pub-id><pub-id pub-id-type="pmid">37964820</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.heliyon.2023.e21407">https://doi.org/10.1016/j.heliyon.2023.e21407</ext-link></mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Reddy, K.G.</string-name>
              <string-name>Khan, M.G.M.</string-name>
            </person-group>
            <year>2023</year>
            <article-title>Constructing Efficient Strata Boundaries in Stratified Sampling Using Survey Cost</article-title>
            <source>Heliyon</source>
            <volume>9</volume>
            <pub-id pub-id-type="doi">10.1016/j.heliyon.2023.e21407</pub-id>
            <pub-id pub-id-type="pmid">37964820</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B22">
        <label>22.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Hu, X. and Pan, P. (2023) <italic>Archives</italic><italic>of</italic><italic>Agronomy</italic><italic>and</italic><italic>Soil</italic><italic>Science</italic>, 70, 1-17. https://doi.org/10.1080/03650340.2023.2289513 <pub-id pub-id-type="doi">10.1080/03650340.2023.2289513</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1080/03650340.2023.2289513">https://doi.org/10.1080/03650340.2023.2289513</ext-link></mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Hu, X.</string-name>
              <string-name>Pan, P.</string-name>
            </person-group>
            <year>2023</year>
            <article-title>Archives of Agronomy and Soil Science, 70, 1-17</article-title>
            <pub-id pub-id-type="doi">10.1080/03650340.2023.2289513</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B23">
        <label>23.</label>
        <citation-alternatives>
          <mixed-citation publication-type="journal">Akther, S.M., Hu, J., Miller, G. and Shi, W. (2025) Foot Traffic on Turf Primarily Shaped the Endophytic Bacteriome of the Soil-Rhizosphere-Root Continuum. <italic>Frontiers in Microbiology</italic>, 16, Article ID: 1488371. https://doi.org/10.3389/fmicb.2025.1488371 <pub-id pub-id-type="doi">10.3389/fmicb.2025.1488371</pub-id><pub-id pub-id-type="pmid">40270828</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmicb.2025.1488371">https://doi.org/10.3389/fmicb.2025.1488371</ext-link></mixed-citation>
          <element-citation publication-type="journal">
            <person-group person-group-type="author">
              <string-name>Akther, S.M.</string-name>
              <string-name>Hu, J.</string-name>
              <string-name>Miller, G.</string-name>
              <string-name>Shi, W.</string-name>
            </person-group>
            <year>2025</year>
            <article-title>Foot Traffic on Turf Primarily Shaped the Endophytic Bacteriome of the Soil-Rhizosphere-Root Continuum</article-title>
            <source>Frontiers in Microbiology</source>
            <volume>16</volume>
            <fpage>148837</fpage>
            <elocation-id>ID</elocation-id>
            <pub-id pub-id-type="doi">10.3389/fmicb.2025.1488371</pub-id>
            <pub-id pub-id-type="pmid">40270828</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B24">
        <label>24.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Corduan, D. and Kühn, N. (2024) Planting for the Urban Rain—Vegetation in Urban Bioretention Systems for Stormwater Management under Temperate Climate Conditions—A Systematic Review. <italic>Sustainability</italic>, 16, Article 8861. https://doi.org/10.3390/su16208861 <pub-id pub-id-type="doi">10.3390/su16208861</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3390/su16208861">https://doi.org/10.3390/su16208861</ext-link></mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Corduan, D.</string-name>
            </person-group>
            <year>2024</year>
            <article-title>Planting for the Urban Rain—Vegetation in Urban Bioretention Systems for Stormwater Management under Temperate Climate Conditions—A Systematic Review</article-title>
            <source>Sustainability</source>
            <volume>16</volume>
            <elocation-id>8861</elocation-id>
            <pub-id pub-id-type="doi">10.3390/su16208861</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
    </ref-list>
  </back>
</article>