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<article xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:mml="http://www.w3.org/1998/Math/MathML" article-type="research-article" xml:lang="en">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">KOEDOE</journal-id>
<journal-title-group>
<journal-title>KOEDOE - African Protected Area Conservation and Science</journal-title>
</journal-title-group>
<issn pub-type="ppub">0075-6458</issn>
<issn pub-type="epub">2071-0771</issn>
<publisher>
<publisher-name>AOSIS</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">KOEDOE-62-1581</article-id>
<article-id pub-id-type="doi">10.4102/koedoe.v62i1.1581</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Short Communication</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Assessing water conditions for <italic>Heleophryne rosei</italic> tadpoles and the conservation relevance</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0003-0017-4505</contrib-id>
<name>
<surname>Ebrahim</surname>
<given-names>Zishan</given-names>
</name>
<xref ref-type="aff" rid="AF0001">1</xref>
<xref ref-type="aff" rid="AF0002">2</xref>
</contrib>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0003-1787-2262</contrib-id>
<name>
<surname>de Villiers</surname>
<given-names>Atherton</given-names>
</name>
<xref ref-type="aff" rid="AF0003">3</xref>
</contrib>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0001-9939-7615</contrib-id>
<name>
<surname>Measey</surname>
<given-names>John</given-names>
</name>
<xref ref-type="aff" rid="AF0002">2</xref>
</contrib>
<aff id="AF0001"><label>1</label>Cape Research Centre, South African National Parks, Tokai, Cape Town, South Africa</aff>
<aff id="AF0002"><label>2</label>Centre for Invasion Biology, Stellenbosch University, Stellenbosch, South Africa</aff>
<aff id="AF0003"><label>3</label>Scientific Services, CapeNature, Jonkershoek, Stellenbosch, South Africa</aff>
</contrib-group>
<author-notes>
<corresp id="cor1"><bold>Corresponding author:</bold> Zishan Ebrahim, <email xlink:href="zishan.ebrahim@sanparks.org">zishan.ebrahim@sanparks.org</email></corresp>
<fn><p><bold>How to cite this article:</bold> Ebrahim, Z., De Villiers, A. &#x0026; Measey, J., 2020, &#x2018;Assessing water conditions for <italic>Heleophryne rosei</italic> tadpoles and the conservation relevance&#x2019;, <italic>Koedoe</italic> 62(1), a1581. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.4102/koedoe.v62i1.1581">https://doi.org/10.4102/koedoe.v62i1.1581</ext-link></p></fn>
<fn><p><bold>Note:</bold> Additional supporting information may be found in the online version of this article as Online Appendix 1</p></fn>
</author-notes>
<pub-date pub-type="epub"><day>11</day><month>08</month><year>2020</year></pub-date>
<pub-date pub-type="collection"><year>2020</year></pub-date>
<volume>62</volume>
<issue>1</issue>
<elocation-id>1581</elocation-id>
<history>
<date date-type="received"><day>06</day><month>08</month><year>2019</year></date>
<date date-type="accepted"><day>18</day><month>03</month><year>2020</year></date>
</history>
<permissions>
<copyright-statement>&#x00A9; 2020. The Authors</copyright-statement>
<copyright-year>2020</copyright-year>
<license license-type="open-access" xlink:href="https://creativecommons.org/licenses/by/4.0/">
<license-p>Licensee: AOSIS. This work is licensed under the Creative Commons Attribution License.</license-p>
</license>
</permissions>
<abstract>
<p>The Table Mountain Ghost Frog (<italic>Heleophryne rosei</italic>) is endemic to the Table Mountain massif and is Critically Endangered. Other than clear, clean perennial stream flow, the optimal aquatic conditions required by their larvae are unknown. Dissolved oxygen, temperature, pH, electro-conductivity, aspect and permanence of flow are the independent variables measured seasonally at two sampling altitudes at 12 rivers of the massif. Using a logistic regression model we found that a permanence of water flow and lower water temperature were significant predictors of tadpole presence. Streams with mean summer temperature above 17.2 &#x00B0;C, at 300 m &#x2013; 400 m above sea level, do not have tadpoles. Summer and autumn abstraction should be avoided, while a summer water temperature above an average of 17.2 &#x00B0;C is a threshold of potential concern for management authorities responsible for biodiversity conservation, threat mitigation efforts, and bulk-water supply and abstraction.</p>
<sec id="st1">
<title>Conservation implications</title>
<p>The Environmental Water Reserve has not been determined for streams of Table Mountain. The requirements of the Critically Endangered Table Mountain Ghost Frog (<italic>Heleophryne rosei</italic>) can be adopted as the minimum conditions to support this species and associated communities. Perennial flow, an average January water temperature of 17.2 &#x00B0;C or lower.</p>
</sec>
<sec id="st2">
<title>Keywords</title>
<p>amphibian; environmental water reserve; management; protected areas; temperature; water flow.</p>
</sec>
</abstract>
</article-meta>
</front>
<body>
<sec id="s0001">
<title>Introduction</title>
<p>Southern Africa has a rich assemblage of anuran amphibians (South Africa has 12 families). Of these, one entire family is endemic to the southern African region (Poynton <xref ref-type="bibr" rid="CIT0024">1964</xref>): the ghost frog family, Heleophrynidae. These torrent-adapted species live in and around fast-flowing montane streams. Adults are cryptic, hiding in crevices and emerging at night, while tadpoles are relatively easy to find in streams and easily identified by their large, specially adapted oral suckers used for grazing on algae-covered rocks (Boycott <xref ref-type="bibr" rid="CIT0005">2004</xref>). The two genera of the ghost frog family contain seven species, one in the genus <italic>Hadromophryne</italic> (Natal cascade frog) and six in the genus <italic>Heleophryne</italic> (ghost frogs); the latter is confined to the Cape Fold Mountains (Channing, Boycott &#x0026; Van Hensbergen <xref ref-type="bibr" rid="CIT0008">1988</xref>) across south-west South Africa&#x2019;s winter rainfall region (Colville et al. <xref ref-type="bibr" rid="CIT0010">2014</xref>). The Table Mountain Ghost Frog, <italic>Heleophryne rosei</italic>, is confined to the Table Mountain massif (Boycott &#x0026; de Villiers <xref ref-type="bibr" rid="CIT0006">1986</xref>).</p>
<p>The extreme endemism of <italic>H. rosei</italic> (range &#x003C; 10 km<sup>2</sup>), and a set of ongoing threats including invasive vegetation and habitat degradation (Boycott &#x0026; de Villiers <xref ref-type="bibr" rid="CIT0006">1986</xref>; ed. Measey <xref ref-type="bibr" rid="CIT0018">2011</xref>), have meant that it has long been considered Critically Endangered (South African Frog Re-assessment Group [SA-FRoG]; IUCN <xref ref-type="bibr" rid="CIT0016">2017</xref>). Ironically, it occurs only within areas protected by the South African National Parks (SANParks) and the South African National Biodiversity Institute (SANBI). Of the 12 streams draining off Table Mountain, only seven (counting Upper Disa and Lower Disa as two streams) are currently inhabited by tadpoles, but the species&#x2019; past distribution has been larger (Boycott &#x0026; de Villiers <xref ref-type="bibr" rid="CIT0006">1986</xref>). Table Mountain has undergone many transformations, with the plateau holding several large dams; it was used as an alien timber plantation and subsequently cleared. The slopes are currently being cleared piecemeal of invasive acacias, pines and eucalypts (amongst others) (Cheney et al. <xref ref-type="bibr" rid="CIT0009">2019</xref>). Changes in flow regime and abstraction in the lower reaches of the mountain&#x2019;s rivers may have led to the loss of <italic>H. rosei</italic> tadpole habitat, but we are still largely ignorant of the physiological requirements of all ghost frog species.</p>
<p>The variables pH, salinity and water temperature are known to influence stream-breeding anurans with respect to metabolism, growth rates, emergence, fecundity and ultimately survival (Rivers-Moore &#x0026; Karssing <xref ref-type="bibr" rid="CIT0026">2014</xref>). Tadpole health may reflect total population health, as well as ecosystem resilience (McDiarmid &#x0026; Altig <xref ref-type="bibr" rid="CIT0017">1999</xref>). It is assumed that the larval stage of <italic>H. rosei</italic> lasts more than 12 months. This is based on congeneric assumptions, their observed occurrence only in sections of streams that are perennial (Boycott &#x0026; de Villiers <xref ref-type="bibr" rid="CIT0006">1986</xref>), and because two size cohorts are observed after the breeding and spawning season (ZE, AdV &#x0026; JM pers. obs.).</p>
<p>The aim of this study is to determine which of these water variables influence the presence or absence of <italic>H. rosei</italic> tadpoles. In addition, we discuss known threats to this species in relation to the findings of the study in order to infer conservation implications and management directions.</p>
</sec>
<sec id="s0002">
<title>Materials and methods</title>
<sec id="s20003">
<title>Site description</title>
<p>The Table Mountain massif is a sandstone ridge with granite outcrops, constituting the Northern Section of South Africa&#x2019;s Table Mountain National Park. Twelve streams flowing off the mountain were chosen for this study (<xref ref-type="fig" rid="F0001">Figure 1</xref>). Afromontane Forests are the natural riverine vegetation with adjacent Sandstone and Granite Fynbos (Mucina &#x0026; Rutherford <xref ref-type="bibr" rid="CIT0021">2006</xref>). The fynbos is fire-driven (Van Wilgen et al. <xref ref-type="bibr" rid="CIT0031">2010</xref>). Forests exclude small fires while anthropogenically altered landscapes alter fire return intervals (Slingsby et al. <xref ref-type="bibr" rid="CIT0029">2020</xref>). CapeNature, the nature conservation authority for the Western Cape Province, monitors <italic>H. rosei</italic> tadpole populations within the Table Mountain National Park and Kirstenbosch National Botanical Garden estate at the end of the southern summer (ed. Measey <xref ref-type="bibr" rid="CIT0018">2011</xref>; Measey et al. <xref ref-type="bibr" rid="CIT0019">2019</xref>), before the wet season. This allows for the greatest tadpole visibility during the lowest flow. This monitoring is through an annual timed (30 min) count on five streams at altitudes of about 300 m &#x2013; 400 m, and two streams at about 800 m. The former, lower-altitudinal monitoring provides the presence/absence response variable for this study. SANParks, the conservation authority for national parks in South Africa, measures (<italic>in situ</italic>, seasonally) the water chemistry of selected streams within Table Mountain National Park in order to compare conditions where tadpoles are present/absent, controlled for altitudes of 300 m and 400 m above sea level.</p>
<fig id="F0001">
<label>FIGURE 1</label>
<caption><p>Findings of this study are extrapolated for each stream between the lower limit of the species and the massif&#x2019;s plateau. Water temperature and water flow results are mapped as &#x2018;Dry&#x2019; to represent &#x2018;Drought&#x2019; and &#x2018;Warm&#x2019; to represent &#x2018;temperature extremes&#x2019;, interpolated for 400 m and above (to the plateau at 700 m), and for 300 m and below (to 200 m). Green areas are favourable for tadpoles as water conditions are both below a summer mean temperature of 17.2 &#x00B0;C and water flows during all four seasons. The red bands indicate where water conditions are either above a summer mean temperature of 17.2 &#x00B0;C or water stops flowing during at least one season, or both, i.e. unfavourable for tadpoles. The yellow star represents adult cave habitats (Gow <xref ref-type="bibr" rid="CIT0014">1963</xref>; Poynton <xref ref-type="bibr" rid="CIT0024">1964</xref>). Five dams on Table Mountain act as water reservoirs, (1) Woodhead, (2) Hely-Hutchinson, (3) De Villiers, (4) Victoria, and (5) Alexandra. While two reservoirs, (6) Molteno and (7) Kirstenbosch, are situated away from rivers. Contour-lines and river-lines are sourced from the National Geo-Spatial Institute of the Department of Land Affairs and Rural Development. Catchments were calculated by the Council for Scientific and Industrial Research (CSIR).</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="KOEDOE-62-1581-g001.tif"/>
</fig>
</sec>
<sec id="s20004">
<title>Water chemistry monitoring</title>
<p>Habitat suitability for aquatic larvae is entirely dependent on water conditions. The variables measured in this study are a global standard for monitoring, and prescribed by SANParks&#x2019; Biodiversity Monitoring System: the Freshwater and Estuarine Monitoring Programme (Russell, Roux &#x0026; Randall <xref ref-type="bibr" rid="CIT0027">2012</xref>). A hand-held, multi-probe, water chemistry instrument (models pH100, DO200, EC300; YSI, Yellow Springs Instrument, Yellow Spring, United States) was used. Monitoring began in the summer of 2014 (inclusive of the El Ni&#x00F1;o event), ending in autumn 2016. Measuring these variables <italic>in situ</italic> is cost-effective and convenient. Measurement was taken in the middle of a stream, mid-profile, after at least 10 min of stabilisation. The explanatory variables assessed in this study are: aspect, electro-conductivity (salinity), dissolved oxygen, pH, water temperature, and permanence of water flow. Although this is not a comprehensive water analysis, these integrated metrics provide an overall indication of habitat health.</p>
</sec>
<sec id="s20005">
<title>Statistical analyses</title>
<p>A stepwise linear regression was used to remove variables that do not explain observed presence/absence. Linear models are constructed using the retained explanatory variables. The binomial response variable (presence or absence) was tested for, while abundances are displayed in relation to the ecological boundary for the <italic>H. rosei</italic> tadpoles (<xref ref-type="table" rid="T0001">Table 1</xref>). The log-likelihood of 15 models was derived, and Akaike&#x2019;s information criterion calculated (Akaike <xref ref-type="bibr" rid="CIT0001">1973</xref>). All analyses were conducted in R (R Core Team <xref ref-type="bibr" rid="CIT0025">2019</xref>).</p>
<table-wrap id="T0001">
<label>TABLE 1</label>
<caption><p>Four variables were considered for Linear Models.</p></caption>
<table frame="hsides" rules="groups">
<thead valign="top">
<tr>
<th align="left">Models</th>
<th align="left">Consider model B:</th>
<th align="center">Log likelihoods</th>
<th align="center">Number of parameters</th>
<th align="center">&#x0394;AICs</th>
<th align="center">Akaike weight</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">A</td>
<td align="left">Mean temperature<xref ref-type="table-fn" rid="TFN0001">&#x2020;</xref>, Mean electro-conductivity<xref ref-type="table-fn" rid="TFN0002">&#x2021;</xref> and Permanence of stream<xref ref-type="table-fn" rid="TFN0003">&#x00A7;</xref>, Aspect</td>
<td align="center">&#x2212;2.5784</td>
<td align="center">8</td>
<td align="center">0.00000</td>
<td align="center">0.52693</td>
</tr>
<tr>
<td align="left">B</td>
<td align="left">Mean temperature<xref ref-type="table-fn" rid="TFN0001">&#x2020;</xref>, Mean electro-conductivity<xref ref-type="table-fn" rid="TFN0002">&#x2021;</xref> and Permanence of stream <xref ref-type="table-fn" rid="TFN0003">&#x00A7;</xref></td>
<td align="center"><bold>&#x2212;5.9015</bold></td>
<td align="center"><bold>5</bold></td>
<td align="center"><bold>0.64620</bold></td>
<td align="center"><bold>0.38145</bold></td>
</tr>
<tr>
<td align="left">C</td>
<td align="left">Mean temperature and Permanence of stream</td>
<td align="center">&#x2212;8.9415</td>
<td align="center">4</td>
<td align="center">4.72615</td>
<td align="center">0.04960</td>
</tr>
<tr>
<td align="left">D</td>
<td align="left">Mean temperature, Aspect and Permanence of stream</td>
<td align="center">&#x2212;6.1528</td>
<td align="center">7</td>
<td align="center">5.14883</td>
<td align="center">0.04015</td>
</tr>
<tr>
<td align="left">E</td>
<td align="left">Permanence of stream</td>
<td align="center">&#x2212;14.6036</td>
<td align="center">3</td>
<td align="center">14.05050</td>
<td align="center">0.00047</td>
</tr>
<tr>
<td align="left">F</td>
<td align="left">Aspect and Permanence of stream</td>
<td align="center">&#x2212;11.8493</td>
<td align="center">6</td>
<td align="center">14.54186</td>
<td align="center">0.00037</td>
</tr>
<tr>
<td align="left">G</td>
<td align="left">Mean temperature</td>
<td align="center">&#x2212;15.1089</td>
<td align="center">3</td>
<td align="center">15.06099</td>
<td align="center">0.00028</td>
</tr>
<tr>
<td align="left">H</td>
<td align="left">Permanence of stream and Mean electro-conductivity</td>
<td align="center">&#x2212;14.5558</td>
<td align="center">4</td>
<td align="center">15.95474</td>
<td align="center">0.00018</td>
</tr>
<tr>
<td align="left">I</td>
<td align="left">Permanence of stream, Aspect, and Mean electro-conductivity</td>
<td align="center">&#x2212;11.8339</td>
<td align="center">7</td>
<td align="center">16.51099</td>
<td align="center">0.00014</td>
</tr>
<tr>
<td align="left">J</td>
<td align="left">Mean temperature and Mean electro-conductivity</td>
<td align="center">&#x2212;15.1054</td>
<td align="center">4</td>
<td align="center">17.05392</td>
<td align="center">0.00010</td>
</tr>
<tr>
<td align="left">K</td>
<td align="left">Aspect</td>
<td align="center">&#x2212;14.1983</td>
<td align="center">5</td>
<td align="center">17.23973</td>
<td align="center">0.00010</td>
</tr>
<tr>
<td align="left">L</td>
<td align="left">Mean electro-conductivity</td>
<td align="center">&#x2212;16.2959</td>
<td align="center">3</td>
<td align="center">17.43499</td>
<td align="center">0.00009</td>
</tr>
<tr>
<td align="left">M</td>
<td align="left">Aspect and Mean temperature</td>
<td align="center">&#x2212;13.9862</td>
<td align="center">6</td>
<td align="center">17.61188</td>
<td align="center">0.00008</td>
</tr>
<tr>
<td align="left">N</td>
<td align="left">Mean electro-conductivity and Aspect</td>
<td align="center">&#x2212;13.9862</td>
<td align="center">6</td>
<td align="center">18.81569</td>
<td align="center">0.00004</td>
</tr>
<tr>
<td align="left">O</td>
<td align="left">Mean temperature, Aspect, and Mean electro-conductivity</td>
<td align="center">&#x2212;13.3607</td>
<td align="center">7</td>
<td align="center">19.56459</td>
<td align="center">0.00003</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p>The top model (A) includes all four variables. The second model (model B, in bold) is preferred as it has the least parameters within a &#x0394;AIC of 2 (Anderson &#x0026; Burnham <xref ref-type="bibr" rid="CIT0002">2002</xref>).</p></fn>
<fn><p>The standard error 0.344 on 19 degrees of freedom; <italic>r</italic>-squared = 0.602; <italic>f</italic> = 9.579; <italic>p</italic> = 0.000457.</p></fn>
<fn><p>The preferred model includes these three variables:</p></fn>
<fn id="TFN0001"><label>&#x2020;</label><p>, Mean temperature;</p></fn>
<fn id="TFN0002"><label>&#x2021;</label><p>, Electro-conductivity;</p></fn>
<fn id="TFN0003"><label>&#x00A7;</label><p>, Permanence of stream flow.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
<sec id="s0006">
<title>Results</title>
<p>Tadpoles are found in water with an annual mean temperature from 13.4 &#x00B0;C to 14.1 &#x00B0;C (10 consecutive seasons), rising to a summer mean temperature of 16.2 &#x00B0;C &#x2013; 17.2 &#x00B0;C (mean of three consecutive summer seasons). Three variables best predict the presence of <italic>H. rosei</italic> tadpoles below the Table Mountain plateau: the three interacting effects of a stream&#x2019;s permanence of flow, mean water temperature, and electro-conductivity (<xref ref-type="table" rid="T0001">Table 1</xref>). The two best models have a difference in Akaike&#x2019;s information criterion of less than two, thus the model with the lowest number of parameters is preferred (Anderson &#x0026; Burnham <xref ref-type="bibr" rid="CIT0002">2002</xref>). The lower the water temperature, the more likely it is that tadpoles are present. Permanent water flow is essential for tadpoles. The discerning effect of electro-conductivity is least significant, yet positive, indicating that higher conductivity is preferred, but lower conductivity still tolerated, by tadpoles. With this regression model, over 60&#x0025; of the variance in the dataset is explained by these three variables (<italic>R</italic><sup>2</sup> = 0.602). Only permanence of flow and mean temperature are significant contributors to this and to the state of the dependent variable (<italic>p</italic> &#x003C; 0.001). Four of the five extant streams had constantly flowing surface water at both measured altitudes during all four seasons (<xref ref-type="table" rid="T0002">Table 2</xref>, where <italic>n</italic> = 10). Nursery Ravine, much like Cecelia Stream, had no surface flow for large sections below the 400 m contour during spring and summer.</p>
<table-wrap id="T0002">
<label>TABLE 2</label>
<caption><p>The mean summer and mean annual temperatures (2014&#x2013;2016), indicating permanence of flow (<italic>n</italic> = 3 and <italic>n</italic> = 10 respectively).</p></caption>
<table frame="hsides" rules="groups">
<thead valign="top">
<tr>
<th align="left">Stream name</th>
<th align="left">Tadpole presence/absence</th>
<th align="left">Water use/management</th>
<th align="left">Aspect</th>
<th align="center">Tadpole relative abundance</th>
<th align="center">Site altitude</th>
<th align="center">Annual mean temp (&#x00B0;C)</th>
<th align="center">Summer mean (&#x00B0;C)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left" rowspan="2">Newlands</td>
<td align="left" rowspan="2">Absent</td>
<td align="left" rowspan="2">Limited/past use</td>
<td align="left" rowspan="2">East</td>
<td align="center" rowspan="2">Absent</td>
<td align="center">NL300</td>
<td align="center">15.5 (<italic>n</italic> = 10)</td>
<td align="center">18.0 (<italic>n</italic> = 3)</td>
</tr>
<tr>
<td align="center">NL400</td>
<td align="center">12.8 (<italic>n</italic> = 6)</td>
<td align="center">16.4 (<italic>n</italic> = 2)</td>
</tr>
<tr>
<td align="left" rowspan="2">Fernwood</td>
<td align="left" rowspan="2">Absent</td>
<td align="left" rowspan="2">Limited/past use</td>
<td align="left" rowspan="2">East</td>
<td align="center" rowspan="2">Absent</td>
<td align="center">FW300</td>
<td align="center">14.6 (<italic>n</italic> = 10)</td>
<td align="center">16.4 (<italic>n</italic> = 3)</td>
</tr>
<tr>
<td align="center">FW400</td>
<td align="center">12.2 (<italic>n</italic> = 5)</td>
<td align="center">0.0 (<italic>n</italic> = 0)</td>
</tr>
<tr>
<td align="left" rowspan="2">Hiddingh</td>
<td align="left" rowspan="2">Absent</td>
<td align="left" rowspan="2">Abstraction/diversion</td>
<td align="left" rowspan="2">East</td>
<td align="center" rowspan="2">Absent</td>
<td align="center">HR300</td>
<td align="center">14.9 (<italic>n</italic> = 10)</td>
<td align="center">17.9 (<italic>n</italic> = 3)</td>
</tr>
<tr>
<td align="center">HR400</td>
<td align="center">11.3 (<italic>n</italic> = 1)</td>
<td align="center">0.0 (<italic>n</italic> = 0)</td>
</tr>
<tr>
<td align="left" rowspan="2">Kasteelspoort</td>
<td align="left" rowspan="2">Absent</td>
<td align="left" rowspan="2">Water input/IBT</td>
<td align="left" rowspan="2">West</td>
<td align="center" rowspan="2">Absent</td>
<td align="center">KS300</td>
<td align="center">15.8 (<italic>n</italic> = 9)</td>
<td align="center">18.4 (<italic>n</italic> = 2)</td>
</tr>
<tr>
<td align="center">KS400</td>
<td align="center">14.3 (<italic>n</italic> = 6)</td>
<td align="center">0.0 (<italic>n</italic> = 0)</td>
</tr>
<tr>
<td align="left" rowspan="2">Blinkwater</td>
<td align="left" rowspan="2">Absent</td>
<td align="left" rowspan="2">(Sub-surface flow assumed)</td>
<td align="left" rowspan="2">West</td>
<td align="center" rowspan="2">Absent</td>
<td align="center">BK300</td>
<td align="center">15.8 (<italic>n</italic> = 7)</td>
<td align="center">19.9 (<italic>n</italic> = 1)</td>
</tr>
<tr>
<td align="center">BK400</td>
<td align="center">0.0 (<italic>n</italic> = 0)</td>
<td align="center">0.0 (<italic>n</italic> = 0)</td>
</tr>
<tr>
<td align="left" rowspan="2">Platteklip</td>
<td align="left" rowspan="2">Historical records</td>
<td align="left" rowspan="2">Weirs (limited use)</td>
<td align="left" rowspan="2">North</td>
<td align="center" rowspan="2">Absent</td>
<td align="center">PG300</td>
<td align="center">18.5 (<italic>n</italic> = 10)</td>
<td align="center">22.4 (<italic>n</italic> = 3)</td>
</tr>
<tr>
<td align="center">PG400</td>
<td align="center">16.6 (<italic>n</italic> = 10)</td>
<td align="center">18.8 (<italic>n</italic> = 3)</td>
</tr>
<tr>
<td align="left" rowspan="2">Cecelia</td>
<td align="left" rowspan="2">Historical records</td>
<td align="left" rowspan="2">Abstraction/diversion</td>
<td align="left" rowspan="2">East</td>
<td align="center" rowspan="2">Absent</td>
<td align="center">CR300</td>
<td align="center">14.4 (<italic>n</italic> = 10)</td>
<td align="center">17.0 (<italic>n</italic> = 3)</td>
</tr>
<tr>
<td align="center">CR400</td>
<td align="center">13.7 (<italic>n</italic> = 7)</td>
<td align="center">0.0 (<italic>n</italic> = 0)</td>
</tr>
<tr>
<td align="left" rowspan="2">Nursery</td>
<td align="left" rowspan="2">Present</td>
<td align="left" rowspan="2">Abstractions @ weir</td>
<td align="left" rowspan="2">East</td>
<td align="center" rowspan="2">0.055</td>
<td align="center">NR300</td>
<td align="center">12.0 (<italic>n</italic> = 4)</td>
<td align="center">0.0 (<italic>n</italic> = 0)</td>
</tr>
<tr>
<td align="center">NR400</td>
<td align="center">13.5 (<italic>n</italic> = 10)</td>
<td align="center">16.6 (<italic>n</italic> = 3)</td>
</tr>
<tr>
<td align="left" rowspan="2">Window</td>
<td align="left" rowspan="2">Present</td>
<td align="left" rowspan="2">Abstractions @ weir</td>
<td align="left" rowspan="2">East</td>
<td align="center" rowspan="2">0.748</td>
<td align="center">WG300</td>
<td align="center">13.6 (<italic>n</italic> = 10)</td>
<td align="center">16.8 (<italic>n</italic> = 3)</td>
</tr>
<tr>
<td align="center">WG400</td>
<td align="center">13.4 (<italic>n</italic> = 10)</td>
<td align="center">17.1 (<italic>n</italic> = 3)</td>
</tr>
<tr>
<td align="left" rowspan="2">Skeleton</td>
<td align="left" rowspan="2">Present</td>
<td align="left" rowspan="2">Abstractions</td>
<td align="left" rowspan="2">East</td>
<td align="center" rowspan="2">0.902</td>
<td align="center">SG300</td>
<td align="center">13.9 (<italic>n</italic> = 10)</td>
<td align="center">16.9 (<italic>n</italic> = 3)</td>
</tr>
<tr>
<td align="center">SG400</td>
<td align="center">13.5 (<italic>n</italic> = 10)</td>
<td align="center">16.3 (<italic>n</italic> = 3)</td>
</tr>
<tr>
<td align="left" rowspan="2">Disa original</td>
<td align="left" rowspan="2">Present</td>
<td align="left" rowspan="2">Dammed/IBT/abstraction</td>
<td align="left" rowspan="2">West</td>
<td align="center" rowspan="2">0.921</td>
<td align="center">DO300</td>
<td align="center">14.1 (<italic>n</italic> = 10)</td>
<td align="center">16.2 (<italic>n</italic> = 3)</td>
</tr>
<tr>
<td align="center">DO400</td>
<td align="center">14.1 (<italic>n</italic> = 10)</td>
<td align="center">16.8 (<italic>n</italic> = 3)</td>
</tr>
<tr>
<td align="left" rowspan="2">Disa (gorge)</td>
<td align="left" rowspan="2">Present</td>
<td align="left" rowspan="2">Dammed/IBT/abstraction</td>
<td align="left" rowspan="2">South</td>
<td align="center" rowspan="2">1.000</td>
<td align="center">DS300</td>
<td align="center">14.1 (<italic>n</italic> = 10)</td>
<td align="center">17.2 (<italic>n</italic> = 3)</td>
</tr>
<tr>
<td align="center">DS400</td>
<td align="center">13.9 (<italic>n</italic> = 10)</td>
<td align="center">17.1 (<italic>n</italic> = 3)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p>The putative temperature-extreme boundary is 17.2 &#x00B0;C. The summer mean is proposed as a temperature threshold. These limitations are mapped as the threat of drought (too dry) and extreme temperatures (too warm) in <xref ref-type="fig" rid="F0001">Figure 1</xref>.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s0007">
<title>Discussion</title>
<p>Results suggest that permanence of water flow, and low water temperature, are the best habitat predictors for the presence of <italic>H. rosei</italic> tadpoles; more so than electro-conductivity, aspect, and the other variables measured. The data (for summer) suggest that an upper bound of a putative temperature envelope for <italic>H. rosei</italic> tadpoles is 17.2 &#x00B0;C. The lower end of the temperature envelope cannot be measured <italic>in situ</italic> as it is not likely to be reached naturally.</p>
<sec id="s20008">
<title>Permanence of water flow in Table Mountain Rivers</title>
<p>Water yield and water temperature are known to be influenced by land-use practices (Bosch &#x0026; Hewlett <xref ref-type="bibr" rid="CIT0004">1982</xref>) that affect adjacent riparian vegetation cover and fluvial connectivity, and they are also affected by water abstraction and water storage (Baxter <xref ref-type="bibr" rid="CIT0003">1977</xref>; Cooper et al. <xref ref-type="bibr" rid="CIT0011">2013</xref>; Davies &#x0026; Day <xref ref-type="bibr" rid="CIT0012">1998</xref>). Both no-flow of water and water of too high a temperature are indicative of habitat-disconnect.</p>
<p>Nursery Ravine, Cecelia Ravine and Fernwood Gully each have only one of two altitudes with favourable conditions for tadpoles. Of these, Nursery Ravine is the only stream that supports tadpoles in the 21st century. Much like Cecelia Ravine, adverse conditions are most likely due to lack of water flow rather than higher temperatures.</p>
<sec id="s30009">
<title>Dams and water management</title>
<p>Dams transform and flood lotic stream habitats, and divide continuous rivers. Regulation may allow for cooler summer water temperatures below the dam wall compared to if the dam were absent (Baxter <xref ref-type="bibr" rid="CIT0003">1977</xref>), while supplementing summer flow when water is released unseasonably, but this may cause other problems if there are regular releases of high water volumes over a short time. The waters of Disa Stream flow permanently even though water is diverted from above the study sites westward through the Twelve Apostles Tunnel. Water that would have naturally flowed east, to reach Cecelia (and Spilhaus, Rooikat) ravine, is dammed on the plateau (Victoria and Alexandra dams) and directed south-westwards via the De Villiers Dam. The Alexandra Dam&#x2019;s excess waters could best be utilised for a restorative ecological experiment: returning water volumes to the Cecelia/Rooikat streams (see the bypass between dam no. 5 and dam no. 3 in <xref ref-type="fig" rid="F0001">Figure 1</xref>). The Kirstenbosch Reservoir stores water abstracted from the weirs on Window Gorge and Nursery Ravine, which siphon off much of the summer flow, such that there is reduced tadpole habitat below both weirs (AdV &#x0026; ZE pers. obs.). Water abstractions should be limited to below the habitat of this species.</p>
</sec>
<sec id="s30010">
<title>Pine plantations</title>
<p>The Table Mountain plateau was initially felled of plantations in the 1970s and 1980s, in a phased harvest (Van Wilgen <xref ref-type="bibr" rid="CIT0030">1996</xref>). Table Mountain Ghost Frogs still breed there today, even though pines are still present at low densities. However, it is unknown whether tadpole numbers have improved since then, as CapeNature&#x2019;s systematic <italic>H. rosei</italic> tadpole monitoring programme only started in 2003. Table Mountain National Park is removing pine plantations from the Tokai and Cecelia forests in a piecemeal fashion. An increase in water yield would be a positive sign of habitat rehabilitation (Bosch &#x0026; Hewlett <xref ref-type="bibr" rid="CIT0004">1982</xref>).</p>
</sec>
<sec id="s30011">
<title>Fire, erosion, and siltation threat</title>
<p>Fires do not occur frequently through <italic>H. rosei</italic> stream habitats, even though frequent fire is listed as a potential threat to <italic>H. rosei</italic> (South African Frog Re-assessment Group [SA-FRoG], IUCN <xref ref-type="bibr" rid="CIT0016">2017</xref>). Fire is naturally excluded by Afromontane forest vegetation, but frequent fires do occur at the urban edge of Table Mountain National Park. Much of the fynbos covered Back (south) Table and Table Mountain Plateau has not burned for over six decades (Pooley <xref ref-type="bibr" rid="CIT0022">2014</xref>). Table Mountain National Park attempts to mimic natural fire cycles through ecologically prescribed piecemeal burning of senescent vegetation (Slingsby et al. <xref ref-type="bibr" rid="CIT0029">2020</xref>). Siltation has been regarded as a threat to frogs of the family Heleophrynidae (De Villiers <xref ref-type="bibr" rid="CIT0013">2004</xref>; Minter <xref ref-type="bibr" rid="CIT0020">2004</xref>). One stream with a seemingly consistent anthropogenic sand-input is Skeleton Gorge. This is because of a dune that formed from weathered sandstone off the bottom of the Hely-Hutchinson reservoir. Dune stabilisation is the only viable mitigation. Erosion and siltation monitoring should include fixed-point photography to determine rates of change and whether improvements are being made.</p>
</sec>
</sec>
<sec id="s20012">
<title>Temperature</title>
<p>Re-colonisation of <italic>H. rosei</italic> tadpoles in the streams of Cecelia Ravine would represent an indication for successful rehabilitation of that system, but this has not yet occurred. The average summer temperature for the Cecelia/Spilhaus stream is 17.0 &#x00B0;C; however, the summer of 2015 had an average of 17.4 &#x00B0;C. Presumably this stream was cooler in the past if greater volumes of water flowed through it then.</p>
<p>Factors influencing water temperature are flow rate and the presence of dams. Both tributaries of the Disa River, Disa Stream (in Disa Gorge) and Original Disa Stream, flow from dams. The precautionary approach should apply in this regard: release of cooler (hypolimnion) waters is preferred, rather than the over-flow of warmer surface waters (from the epilimnion). The mean water temperature of mountain streams is expected to increase, largely due to increased air temperature attributed to climate change (Isaak et al. <xref ref-type="bibr" rid="CIT0015">2012</xref>).</p>
<p>Riparian vegetation has a cooling effect on the water in the adjoining stream (Davies &#x0026; Day <xref ref-type="bibr" rid="CIT0012">1998</xref>). The Table Mountain Ghost Frog is associated with Afromontane forests. These forests have shrunk from their pre-colonial extents (Sim <xref ref-type="bibr" rid="CIT0028">1907</xref>), but have rebounded on the southern slopes of Table Mountain (Poulsen &#x0026; Hoffman <xref ref-type="bibr" rid="CIT0023">2015</xref>). The latter authors suggest that in the past the indigenous forest canopy was significantly greater than its current extent, and the rebound is limited to the southern slopes of Table Mountain. Campbell and Moll (<xref ref-type="bibr" rid="CIT0007">1977</xref>) show that the Platteklip and Kasteelspoort (Valley of the Red Gods) streams flowed under the cover of indigenous trees (circa 1600s) for much of their length. Mitigation of high temperatures could include the arrest of energy (heat) inputs through the restoration of indigenous forest canopies for cooling and shade.</p>
</sec>
</sec>
<sec id="s0013">
<title>Conclusion</title>
<p>The extent of expansion of the Table Mountain Ghost Frog&#x2019;s reproductive metapopulations may be predicted based on suitable tadpole habitat. The environmental reserve (of water) is a legal obligation, but it has not been determined for rivers in the study area. The flow requirements of a Critically Endangered freshwater species may be useful as a proxy for the environmental reserve. Environmental water (flow) requirements may not be met (for <italic>H. rosei</italic> tadpoles) in Cecelia Ravine, possibly due to pine plantations and a water bypass between the Alexandra and DeVilliers dams (<xref ref-type="fig" rid="F0001">Figure 1</xref>). Nursery Ravine is the extant stream in which the observed presence of <italic>H. rosei</italic> tadpoles is lowest (ZE &#x0026; AdV pers. obs.). Cecelia and streams with abstractive weirs should be prioritised for intervention.</p>
<sec id="s20014">
<title>Recommendations</title>
<p>In addition to existing measures (e.g. alien clearing), two actions to mitigate temperature extremes and droughts could be considered: (1) Streams can be shaded by rehabilitating natural vegetation (through a properly managed burn cycle, not manual planting), and (2) the environmental water reserve should be determined, met and/or mitigated, by supplementing water inputs (to the upper catchment) where possible, and by limiting water abstractions to an altitude below that used by <italic>H. rosei</italic> tadpoles. There is no forum currently to debate solutions. The City of Cape Town, CapeNature, Kirstenbosch Botanical Gardens, and SANParks (and perhaps the national and provincial authorities that issue water-use licenses) need to be open to options and innovations regarding water resilience, research and monitoring.</p>
<p>A Cape Peninsula freshwater conservation forum would be helpful to co-ordinate conservation and freshwater management, not only for human needs but for freshwater biodiversity and ecosystem functionality as well. CapeNature, South African National Biodiversity Institute and Table Mountain National Park should co-ordinate non-invasive tadpole surveys and water chemistry monitoring more than once a year; perhaps on consecutive days, and weeks apart. The mimicry of natural fire-return cycles in an appropriate, controlled manor is needed to rehabilitate the upper catchment area of the Table Mountain plateau. Supplementation of water as a mitigation measure is conceivable for Cecelia Ravine if some waters of the Victoria and Alexandra dams are not diverted to the De Villiers Dam, but rather left on their original eastward course towards Cecelia and Rooikat ravines. The Cecelia/Rooikat streams, Nursery stream, and the Front and Back Table (north and south plateau) are the sources of four of Cape Town&#x2019;s rivers. These four streams represent four approaches to water course rehabilitation (in addition to alien clearing): reservoir-overflow diversion for environmental water requirements (Cecelia/Rooikat is the source of the Zand River catchment), mitigation of water-abstraction from small catchments (Nursery is the source of the Liesbeek River catchment), indigenous shading-plant rehabilitation (Platteklip is the source of the pre-colonial &#x2013; now subterranean &#x2013; Camissa River), and ecological burns (the Back Table is the source of the Disa River).</p>
</sec>
</sec>
</body>
<back>
<ack>
<title>Acknowledgements</title>
<sec id="s20015" sec-type="COI-statement">
<title>Competing interests</title>
<p>The authors declare that they have no competing interests.</p>
</sec>
<sec id="s20016">
<title>Authors&#x2019; contributions</title>
<p>Z.E. and J.M. conceptualised the article and attended to data analysis. Z.E. and A.d.V. were responsible for data collection. Z.E., A.d.V. and J.M. wrote the article.</p>
</sec>
<sec id="s20017">
<title>Funding information</title>
<p>Funding for this article were received from A.W. Mellon Foundation, Department of Science and Innovation-National Research Fund (DSI-NRF), Centre of Excellence for Invasion Biology at Stellenbosch University, South African National Parks and CapeNature.</p>
</sec>
<sec id="s20018">
<title>Data availability statement</title>
<p>The data is available in the SANParks Data Repository, CC BY 3.0.</p>
</sec>
<sec id="s20019">
<title>Disclaimer</title>
<p>The views and opinions expressed in this article are those of the authors and do not necessarily reflect the official policy or position of any affiliated agency of the authors</p>
</sec>
</ack>
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