<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xml:lang="en" article-type="review-article">
<front>
<journal-meta>
<journal-id journal-id-type="nlm-ta">Sensors</journal-id>
<journal-title>Sensors</journal-title>
<issn pub-type="epub">1424-8220</issn>
<publisher>
<publisher-name>Molecular Diversity Preservation International (MDPI)</publisher-name></publisher></journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3390/s110100825</article-id>
<article-id pub-id-type="publisher-id">sensors-11-00825</article-id>
<article-categories>
<subj-group>
<subject>Review</subject></subj-group></article-categories>
<title-group>
<article-title>Low-Dimensional Palladium Nanostructures for Fast and Reliable Hydrogen Gas Detection</article-title></title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Noh</surname><given-names>Jin-Seo</given-names></name></contrib>
<contrib contrib-type="author">
<name><surname>Lee</surname><given-names>Jun Min</given-names></name></contrib>
<contrib contrib-type="author">
<name><surname>Lee</surname><given-names>Wooyoung</given-names></name><xref ref-type="corresp" rid="c1-sensors-11-00825">*</xref></contrib>
<aff id="af1-sensors-11-00825">Department of Materials Science and Engineering, Yonsei University, Seoul 120-749, Korea; E-Mails: <email>jinseonoh@yonsei.ac.kr</email> (J.-S.N.); <email>junmin@yonsei.ac.kr</email> (J.M.L.)</aff></contrib-group>
<author-notes>
<corresp id="c1-sensors-11-00825">
<label>*</label> Author to whom correspondence should be addressed; E-Mail: <email>wooyoung@yonsei.ac.kr</email>; Tel.: +82-2-2123-2834; Fax: +82-2-312-5375.</corresp></author-notes>
<pub-date pub-type="collection">
<year>2011</year></pub-date>
<pub-date pub-type="epub">
<day>13</day>
<month>1</month>
<year>2011</year></pub-date>
<volume>11</volume>
<issue>1</issue>
<fpage>825</fpage>
<lpage>851</lpage>
<history>
<date date-type="received">
<day>2</day>
<month>11</month>
<year>2010</year></date>
<date date-type="rev-recd">
<day>22</day>
<month>12</month>
<year>2010</year></date>
<date date-type="accepted">
<day>10</day>
<month>1</month>
<year>2011</year></date></history>
<permissions>
<copyright-statement>© 2011 by the authors; licensee MDPI, Basel, Switzerland.</copyright-statement>
<copyright-year>2011</copyright-year>
<license>
<p>This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution license (http://creativecommons.org/licenses/by/3.0/).</p></license></permissions>
<abstract>
<p>Palladium (Pd) has received attention as an ideal hydrogen sensor material due to its properties such as high sensitivity and selectivity to hydrogen gas, fast response, and operability at room temperature. Interestingly, various Pd nanostructures that have been realized by recent developments in nanotechnologies are known to show better performance than bulk Pd. This review highlights the characteristic properties, issues, and their possible solutions of hydrogen sensors based on the low-dimensional Pd nanostructures with more emphasis on Pd thin films and Pd nanowires. The finite size effects, relative strengths and weaknesses of the respective Pd nanostructures are discussed in terms of performance, manufacturability, and practical applicability.</p></abstract>
<kwd-group>
<kwd>Pd nanostructures</kwd>
<kwd>hydrogen sensors</kwd></kwd-group></article-meta></front>
<body>
<sec sec-type="intro">
<label>1.</label>
<title>Introduction</title>
<p>Hydrogen gas (H<sub>2</sub>) has attracted a gradually increasing attention as a new energy source, keeping pace with the needs to cope with the anticipated exhaustion of traditional fossil fuels and to alleviate a global warming issue by reducing the use of fossil fuel [<xref ref-type="bibr" rid="b1-sensors-11-00825">1</xref>]. Advantages of hydrogen gas lie in its cleanliness, chemical reactivity, recyclability, and natural abundance. However, hydrogen is highly flammable and becomes explosive when its concentration exceeds 4% in air [<xref ref-type="bibr" rid="b2-sensors-11-00825">2</xref>]. For this reason, fast and reliable detection of hydrogen gas is required for the wide-spread realization of H<sub>2</sub>-based applications.</p>
<p>Various approaches have been made to fabricate hydrogen sensors with high sensitivity and fast response [<xref ref-type="bibr" rid="b3-sensors-11-00825">3</xref>–<xref ref-type="bibr" rid="b11-sensors-11-00825">11</xref>], and some of the initial efforts are typified by the already commercialized hot wire type [<xref ref-type="bibr" rid="b12-sensors-11-00825">12</xref>] and electrochemical type [<xref ref-type="bibr" rid="b13-sensors-11-00825">13</xref>] sensors. However, those sensors in their early stage of development suffered from drawbacks such as high power consumption, poor hydrogen selectivity, and high operating temperatures. A metal-oxide-semiconductor (MOS) sensor as another type of hydrogen sensor was proposed by Lundström <italic>et al</italic>., which could detect low concentrations of hydrogen gas [<xref ref-type="bibr" rid="b14-sensors-11-00825">14</xref>–<xref ref-type="bibr" rid="b19-sensors-11-00825">19</xref>]. This sensor, however, showed weak points such as premature saturation of detectable hydrogen concentrations and low sensitivity. More recently, delicate devices such as metal-oxide-semiconductor field-effect transistors (MOSFETs), and particularly high electron mobility transistors (HEMTs) and metal-semiconductor Schottky diodes, have emerged for high performance H<sub>2</sub> sensing [<xref ref-type="bibr" rid="b20-sensors-11-00825">20</xref>–<xref ref-type="bibr" rid="b25-sensors-11-00825">25</xref>]. Although these devices have achieved much improved sensitivity and reasonable response times and detection limits, the fabrication processes are complicated, making the devices costly. This is because semiconductors incorporated in the structures are generally III–V compounds such as GaN, InGaP, and AlGaAs or II–VI compounds such as ZnO, which are all hard to grow epitaxially with limited growth areas, and many fabrication steps must be carefully controlled to obtain basic device performance along with optimal device design. In these devices, the choice of a catalytic metal is of importance and palladium (Pd) has been the most widely used one for that purpose.</p>
<p>Since the interaction of Pd and hydrogen was comprehensively studied four decades ago [<xref ref-type="bibr" rid="b26-sensors-11-00825">26</xref>], the use of Pd has been extensively pursued in fields such as hydrogen storage, hydrogenation of matter, and hydrogen gas sensors [<xref ref-type="bibr" rid="b27-sensors-11-00825">27</xref>–<xref ref-type="bibr" rid="b35-sensors-11-00825">35</xref>]. Focusing on the hydrogen sensor area, attention has been paid to Pd as a promising H<sub>2</sub>-sensing material, primarily due to its high sensitivity and selectivity towards H<sub>2</sub> and potential compatibility with the conventional integrated circuit (IC) fabrication process [<xref ref-type="bibr" rid="b36-sensors-11-00825">36</xref>–<xref ref-type="bibr" rid="b38-sensors-11-00825">38</xref>]. More concretely, key requirements for a material to be a good hydrogen sensor include high sensitivity, fast response, high H<sub>2</sub> selectivity, room-temperature-operability, good reversibility, low detection limit, and low power consumption. Pd is recognized as a good hydrogen sensor material because it can satisfy most of these key requirements, although its selectivity to hydrogen may change depending on the type of coexisting gases such as CO, CO<sub>2</sub>, and H<sub>2</sub>S [<xref ref-type="bibr" rid="b39-sensors-11-00825">39</xref>,<xref ref-type="bibr" rid="b40-sensors-11-00825">40</xref>]. Needless to say, it is desirable for a Pd-based sensor to meet those requirements simultaneously, which is very challenging. In particular, the parameters of sensitivity, response time, and detection limit are of critical importance in determining the performance of a sensor, and they need to be considered in association with the sensor structures and H<sub>2</sub>-sensing methods employed.</p>
<p>Representative H<sub>2</sub>-sensing techniques based on Pd can be categorized as electrical, optical, strain, and chemi-mechanical methods, depending on the physical parameters under detection. Electrical and strain methods measure changes in electrical properties (resistance or conductance) and in sample dimensions, respectively. Sensor geometries for these methods are relatively simple. On the other hand, optical method detects a change in optical properties (reflectance or transmittance) caused by absorption of hydrogen atoms, using optical fibers in most cases. This method is safe, since there is no need to use electric signals that may cause electric discharge and remote sensing in hazardous environments is thus possible. However, light sources such as lasers and rather complex detection systems are required for this method, which makes it weak in both portability and cost-effectiveness [<xref ref-type="bibr" rid="b41-sensors-11-00825">41</xref>–<xref ref-type="bibr" rid="b44-sensors-11-00825">44</xref>]. Finally, chemi-mechanical methods detect some mechanical change of a small sensing structure. Typical are microcantilevers fabricated by micro-electro-mechanical system (MEMS) processes. The surface of the microcantilevers is usually functionalized with Pd thin films. Volume expansion of a Pd film produced by hydrogen absorption bends the microcantilever and this mechanical change is monitored by parameters such as deflection, resonance frequency, and capacitance. Although this method has the advantages of high sensitivity and low power consumption, several issues such as relatively complex sensor fabrication process, additional signal-detecting systems, and generally slow response still need to be tackled [<xref ref-type="bibr" rid="b45-sensors-11-00825">45</xref>–<xref ref-type="bibr" rid="b48-sensors-11-00825">48</xref>]. As briefly discussed above, all Pd-based H<sub>2</sub>-sensing methods have advantages and disadvantages at the same time. Nonetheless, the electrical method is singled out as a central subject in this article because it may have more advantages than others in many aspects such as overall performance level, simplicity of the sensor structures, possibility of sensor miniaturization, manufacturability of the sensors, and compatibility of sensor fabrication process with the current IC process. Conventional electrically operating hydrogen sensors based on Pd are classified as ‘normally-on’ sensors, since they keep conductive before their resistance increase upon H<sub>2</sub> exposure. Bulk Pd sensors typically belong to this class.</p>
<p>The recent development of nanotechnologies has fueled the advent of Pd nanostructures such as two-dimensional (2D) Pd thin films [<xref ref-type="bibr" rid="b49-sensors-11-00825">49</xref>–<xref ref-type="bibr" rid="b53-sensors-11-00825">53</xref>], one-dimensional (1D) Pd nanowires and nanorods [<xref ref-type="bibr" rid="b54-sensors-11-00825">54</xref>–<xref ref-type="bibr" rid="b58-sensors-11-00825">58</xref>], and even Pd nanoparticles [<xref ref-type="bibr" rid="b59-sensors-11-00825">59</xref>–<xref ref-type="bibr" rid="b63-sensors-11-00825">63</xref>]. Using these Pd nanostructures, inverse types of ‘on-off’ sensors can be realized, which operate opposite to the conventional hydrogen sensors. In this class of sensors, electrical resistance drops when a sensor material in the initial open state is exposed to H<sub>2</sub> [<xref ref-type="bibr" rid="b64-sensors-11-00825">64</xref>–<xref ref-type="bibr" rid="b68-sensors-11-00825">68</xref>], because a certain type of nanoscopic gap is closed by volume expansion of the Pd nanostructure as demonstrated in Pd mesowire arrays by the Penner group [<xref ref-type="bibr" rid="b64-sensors-11-00825">64</xref>]. Although this type of inverse on-off phenomenon is interesting enough, most low-dimensional Pd nanostructures still exhibit resistance-increasing behavior with the adsorption of H<sub>2</sub> as in bulk Pd sensors. However, the H<sub>2</sub>-sensing performance of the Pd nanostructures is in general better than that of bulk Pd, due to the increased surface-to-volume ratio. This is why low-dimensional Pd nanostructures are so widely investigated notwithstanding the increased difficulty in the fabrication of the requisite nanostructures.</p>
<p>In this review article, we present the H<sub>2</sub>-sensing performance of various sensors employing low-dimensional Pd nanostructures and discuss the finite size effect on the sensor performance, based on results we have obtained up to now. We also highlight issues and possible solutions related to the use of Pd nanostructures. 2D Pd thin films and 1D Pd nanowires are the main subjects of this article with a brief introduction of the use of Pd nanoparticles. The relative strengths and weaknesses of the respective nanostructures are discussed from such various points as performance, manufacturability, and applicability.</p></sec>
<sec>
<label>2.</label>
<title>Fundamentals of Electrical Hydrogen Detection</title>
<p>When a Pd is exposed to H<sub>2</sub>, hydrogen molecules are adsorbed onto the Pd surface and dissociated into hydrogen atoms [<xref ref-type="bibr" rid="b69-sensors-11-00825">69</xref>]. These hydrogen atoms diffuse until they occupy the interstitial sites of the Pd lattice, causing a certain amount of lattice expansion [<xref ref-type="bibr" rid="b70-sensors-11-00825">70</xref>,<xref ref-type="bibr" rid="b71-sensors-11-00825">71</xref>]. The diffusion generally takes place through high diffusivity paths such as grain boundaries and dislocations or via a vacancy exchange mechanism [<xref ref-type="bibr" rid="b70-sensors-11-00825">70</xref>–<xref ref-type="bibr" rid="b73-sensors-11-00825">73</xref>], resulting in the defect density dependence of H<sub>2</sub> intake. The absorbed hydrogen atoms interact with Pd atoms to form Pd hydrides and increase the frequency of scattering events of charge carriers, which directly leads to the resistance increase of the Pd. In this context, it is expected that the magnitude of resistance increase is proportional to the atomic fraction of absorbed hydrogen atoms to Pd atoms, as expressed by the Sieverts’ law below:
<disp-formula id="FD1">
<label>(1)</label>
<mml:math display="block">
<mml:mrow>
<mml:mtext>Sensitivity</mml:mtext>
<mml:mo> </mml:mo>
<mml:mo>∝</mml:mo>
<mml:mo> </mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mo stretchy="false">[</mml:mo>
<mml:mi mathvariant="normal">H</mml:mi>
<mml:mo stretchy="false">]</mml:mo></mml:mrow>
<mml:mrow>
<mml:mo stretchy="false">[</mml:mo>
<mml:mtext>Pd</mml:mtext>
<mml:mo stretchy="false">]</mml:mo></mml:mrow></mml:mfrac>
<mml:mo>=</mml:mo>
<mml:mfrac>
<mml:mn>1</mml:mn>
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">K</mml:mi>
<mml:mi mathvariant="normal">S</mml:mi></mml:msub></mml:mrow></mml:mfrac>
<mml:msup>
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>p</mml:mi>
<mml:mi mathvariant="normal">H</mml:mi></mml:mrow>
<mml:mn>2</mml:mn></mml:msub>
<mml:mo stretchy="false">)</mml:mo></mml:mrow>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo stretchy="true">/</mml:mo>
<mml:mn>2</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></disp-formula>where [H] and [Pd] are the respective concentrations of hydrogen atoms and Pd atoms in the Pd-H system, K<sub>S</sub> is the Sieverts’ constant, and <italic>p</italic>H<sub>2</sub> is the H<sub>2</sub> partial pressure in the environment [<xref ref-type="bibr" rid="b26-sensors-11-00825">26</xref>,<xref ref-type="bibr" rid="b74-sensors-11-00825">74</xref>,<xref ref-type="bibr" rid="b75-sensors-11-00825">75</xref>]. Sieverts’ law refers to the bulk Pd-H system in the isothermal state. According to <xref ref-type="disp-formula" rid="FD1">Equation (1)</xref>, the resistance change with respect to a reference value, termed sensitivity, is proportional to the relative hydrogen concentration in the solid state, which is correlated with the square root of the hydrogen partial pressure in the gas phase. From this equation, it is inferred that the resistance change on exposure to H<sub>2</sub> is determined by the H<sub>2</sub> flux impinging the Pd surface, number of hydrogen accommodation sites, and the hydrogen diffusion rate in the Pd.</p>
<p>Pick <italic>et al</italic>. considered such physical factors to calculate the maximum hydrogen in a niobium (Nb) film with a thin Pd overlayer [<xref ref-type="bibr" rid="b76-sensors-11-00825">76</xref>]. They found that the maximum atomic fraction of hydrogen atoms inside the Nb film in equilibrium, <italic>x</italic><sub>max</sub>, was given as:
<disp-formula id="FD2">
<label>(2)</label>
<mml:math display="block">
<mml:mrow>
<mml:msub>
<mml:mi>x</mml:mi>
<mml:mtext>max</mml:mtext></mml:msub>
<mml:mo> </mml:mo>
<mml:mo>=</mml:mo>
<mml:mo> </mml:mo>
<mml:mfrac>
<mml:mi>ν</mml:mi>
<mml:mi>β</mml:mi></mml:mfrac>
<mml:msup>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mo>Γ</mml:mo>
<mml:msub>
<mml:mi>s</mml:mi>
<mml:mn>0</mml:mn></mml:msub></mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="italic">KN</mml:mi>
<mml:mi>S</mml:mi></mml:msub></mml:mrow></mml:mfrac></mml:mrow>
<mml:mo>)</mml:mo></mml:mrow>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>/</mml:mo>
<mml:mn>2</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></disp-formula>where Γ is the flux of H<sub>2</sub> molecules hitting the surface of the Pd film, s<sub>0</sub> is the sticking coefficient of the Pd film, <italic>N<sub>s</sub></italic> is the number of Nb atoms per unit surface area. <italic>K</italic>, <italic>β</italic>, and <italic>ν</italic> are the Arrhenius type of rate constants for three different fluxes either in vacuum to Nb direction (<italic>ν</italic>) or in Nb to vacuum direction (<italic>K</italic>, <italic>β</italic>). Taking into account that Γ is proportional to H<sub>2</sub> pressure, <xref ref-type="disp-formula" rid="FD2">Equation (2)</xref> is another form of Sieverts’ law that applys to the film system. Cabrera and his colleague derived an empirical relationship between relative resistance change of a Pd film and H<sub>2</sub> partial pressure with changing the Pd film thickness, which is expressed as [<xref ref-type="bibr" rid="b77-sensors-11-00825">77</xref>]:
<disp-formula id="FD3">
<label>(3)</label>
<mml:math display="block">
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mo mathvariant="italic">Δ</mml:mo>
<mml:mi>R</mml:mi></mml:mrow>
<mml:mtext>max</mml:mtext></mml:msub></mml:mrow>
<mml:mi>R</mml:mi></mml:mfrac></mml:mrow>
<mml:mo>)</mml:mo></mml:mrow>
<mml:mo>×</mml:mo>
<mml:mn>100</mml:mn>
<mml:mi> </mml:mi>
<mml:mo>=</mml:mo>
<mml:mi> </mml:mi>
<mml:mn>1.9</mml:mn>
<mml:msup>
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>p</mml:mi>
<mml:mi mathvariant="normal">H</mml:mi></mml:mrow>
<mml:mn>2</mml:mn></mml:msub>
<mml:mo stretchy="false">)</mml:mo></mml:mrow>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>/</mml:mo>
<mml:mn>2</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></disp-formula></p>
<p>Given the previous reports that the resistance increase in a film is proportional to hydrogen concentration absorbed in the film, <xref ref-type="disp-formula" rid="FD3">Equation (3)</xref> indicates that Pd thin films also obey the Sieverts law mentioned above. Now that the resistance increase in Pd upon exposure to H<sub>2</sub> is attributed to the absorbed hydrogen atoms, the concentration of which is strongly correlated with H<sub>2</sub> partial pressure in the environment, it would be interesting to identify the key process to determine the absorption process.</p>
<p>Kay <italic>et al</italic>. demonstrated that the hydrogen absorption rate of Pd is limited by the diffusion process of hydrogen atoms in the bulk rather than the chemisorption of H<sub>2</sub> molecules on the surface of the Pd, from an elaborate experiment using a crystalline Pd (110) sheet and a well-designed absorption cell [<xref ref-type="bibr" rid="b69-sensors-11-00825">69</xref>]. According to their analyses, a time to half absorption (<italic>t</italic><sub>1/2</sub>), which is the time for the gaseous H<sub>2</sub> pressure to reach half of its final value, is given by:
<disp-formula id="FD4">
<label>(4)</label>
<mml:math display="block">
<mml:mrow>
<mml:msub>
<mml:mi>t</mml:mi>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>/</mml:mo>
<mml:mn>2</mml:mn></mml:mrow></mml:msub>
<mml:mo> </mml:mo>
<mml:mo>=</mml:mo>
<mml:mo> </mml:mo>
<mml:mo>−</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msup>
<mml:mi>l</mml:mi>
<mml:mn>2</mml:mn></mml:msup></mml:mrow>
<mml:mrow>
<mml:msup>
<mml:mi>π</mml:mi>
<mml:mn>2</mml:mn></mml:msup>
<mml:mi>D</mml:mi></mml:mrow></mml:mfrac>
<mml:mtext>ln</mml:mtext>
<mml:mo> </mml:mo>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:msup>
<mml:mi>π</mml:mi>
<mml:mn>2</mml:mn></mml:msup></mml:mrow>
<mml:mrow>
<mml:mn>16</mml:mn></mml:mrow></mml:mfrac>
<mml:mo>−</mml:mo>
<mml:mfrac>
<mml:mn>1</mml:mn>
<mml:mn>9</mml:mn></mml:mfrac>
<mml:msup>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:msup>
<mml:mi>π</mml:mi>
<mml:mn>2</mml:mn></mml:msup></mml:mrow>
<mml:mn>16</mml:mn></mml:mfrac></mml:mrow>
<mml:mo>)</mml:mo></mml:mrow>
<mml:mn>9</mml:mn></mml:msup></mml:mrow>
<mml:mo>)</mml:mo></mml:mrow></mml:mrow></mml:math></disp-formula>where <italic>l</italic> is the sample thickness and D is the hydrogen diffusion coefficient in the Pd. From <xref ref-type="disp-formula" rid="FD4">Equation (4)</xref>, <italic>t</italic><sub>1/2</sub> depends only on the thickness of Pd sample and bulk diffusion coefficient of hydrogen atoms, reflecting that hydrogen absorption in Pd is basically bulk-diffusion-limited process. To validate this hypothesis, they demonstrated that the experimentally determined <italic>t</italic><sub>1/2</sub> is independent of the H<sub>2</sub> pressure in the environment. In addition, they determined the diffusion coefficient and activation energy for the Arrhenius type of hydrogen bulk diffusion to be 2.83 × 10<sup>−3</sup> cm<sup>2</sup>/s and 5.39 kcal/mol, respectively.</p>
<p>Although the above description illustrates well the general features of the electrical resistance change of Pd in the presence of H<sub>2</sub>, it is appropriate only for the α phase of the Pd hydride, where a lattice expansion caused by hydrogen filling in the interstitial sites is smaller than 0.13%: <italic>a</italic><sub>0</sub> = 0.3890 nm for pure Pd <italic>vs. a</italic><sub>α, max</sub> = 0.3895 nm for the upper boundary of the α Pd hydride. As a matter of fact, the Pd hydride, PdH<italic><sub>x</sub></italic>, exists in a different phase depending on the atomic fraction of hydrogen (<italic>x</italic>) relative to Pd: α phase when <italic>x</italic> &lt; 0.015, α + β mixed phase when 0.015 ≤ <italic>x</italic> &lt; 0.61, and β phase when <italic>x</italic> &gt; 0.61 at 278 K. Once the concentration of the absorbed hydrogen atoms exceeds the α phase boundary, nuclei of the β phase start to form in the α matrix. The β nuclei grow until the whole original α matrix is transformed to the β phase, where the lattice expansion reaches 3.47%: <italic>a</italic><sub>0</sub> = 0.3890 nm <italic>vs. a</italic><sub>β, min</sub> = 0.4025 nm for the lower boundary of the β Pd hydride. The hydrogen concentration range for coexistence of the α and β phases depends on temperature and it grows broader as temperature decreases below ∼300 °C, indicating smaller interstitial sites in the α phase and higher density of imperfections in the β phase at lower temperatures. Sakamoto <italic>et al</italic>. carefully investigated a relationship between hydrogen gas pressure (<italic>p</italic>H<sub>2</sub>), hydrogen concentration in Pd (H/Pd), and relative resistance in the pressure (<italic>R</italic>/<italic>R</italic><sub>0</sub>) at a specific temperature, using a gas phase method [<xref ref-type="bibr" rid="b70-sensors-11-00825">70</xref>]. In contrast with the previous monotonic increase in resistance with hydrogen concentration in Pd, as expressed by Sieverts’ law, they obtained three characteristic regions with different rates of resistance increase. They correspond to the α phase, α + β mixed phase, and β phase, respectively, as schematically shown in <xref ref-type="fig" rid="f1-sensors-11-00825">Figure 1</xref>.</p>
<p>In <xref ref-type="fig" rid="f1-sensors-11-00825">Figure 1</xref>, the resistance traces are different for absorption and desorption processes, which is a characteristic hysteretic resistance behavior of Pd upon cyclic exposure to H<sub>2</sub>. The abrupt increase in resistance in the β phase region is attributed to the plastic deformation caused mainly by dislocation formation and pile-up. As mentioned above, the appearance of the β phase is dependent on temperature, the steep resistance increase in the β phase and the following hysteresis during desorption process can be alleviated at elevated temperatures. Provided that room-temperature operation is a basic requirement, however, the hysteretic resistance behavior and plastic deformation in the high H/Pd region may be potential serious issues of Pd-based sensors. These issues likely become more serious in low-dimensional Pd structures, in particular, Pd thin films, requiring close investigation on the issues followed by a search for the possible solutions.</p></sec>
<sec>
<label>3.</label>
<title>Two-Dimensional Pd Thin Films</title>
<p>Pd thin films are a basic form of low-dimensional Pd nanostructure, which are easily adaptable to practical hydrogen sensor applications. In these structures, the thickness of the films is usually restricted to less than several hundreds of nm, while the width is flexibly varied to fit into a allowed dimension in the range of several mm to several cm. The very low aspect ratio of film thickness to width generally facilitates hydrogen absorption and desorption processes, and makes the Pd film/substrate interface profoundly important in the cyclic hydrogen sensing. Here, we present the hydrogen-sensing properties of Pd thin films, discuss critical issues related to these film structures, and suggest the possible solutions to tackle the issues.</p>
<sec>
<label>3.1.</label>
<title>Pure Pd Thin Films</title>
<p>The hydrogen-sensing properties of Pd thin films on thermally oxidized Si substrates were investigated at room temperature, using nitrogen carrier gas (N<sub>2</sub>). <xref ref-type="fig" rid="f2-sensors-11-00825">Figure 2</xref> shows the two representative real-time electrical responses of a 100 nm-thick Pd film for 1 and 2% H<sub>2</sub>. Hereafter, the sensitivity is defined as:
<disp-formula id="FD5">
<label>(5)</label>
<mml:math display="block">
<mml:mrow>
<mml:mtext>Sensitivity</mml:mtext>
<mml:mo> </mml:mo>
<mml:mo stretchy="false">(</mml:mo>
<mml:mo>%</mml:mo>
<mml:mo stretchy="false">)</mml:mo>
<mml:mo>=</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mi>H</mml:mi></mml:msub>
<mml:mo>−</mml:mo>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mi>N</mml:mi></mml:msub></mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mi>N</mml:mi></mml:msub></mml:mrow></mml:mfrac>
<mml:mo>×</mml:mo>
<mml:mn>100</mml:mn></mml:mrow></mml:math></disp-formula>where <italic>R</italic><sub>H</sub> and <italic>R</italic><sub>N</sub> are the resistances in the presence of H<sub>2</sub> and N<sub>2</sub> gases, respectively. The Pd film behaves like a reversible hydrogen sensor with sensitivities proportional to H<sub>2</sub> concentration, reaching 52% at 2% H<sub>2</sub>. One interesting observation is that unlike the response to 1% H<sub>2</sub>, which shows monotonic resistance increase with the absorption of H<sub>2</sub> (<xref ref-type="fig" rid="f2-sensors-11-00825">Figure 2(a)</xref>), several intermediate stages with reduced rates of resistance increase appear around the inflection points in the first cycle of response to 2% H<sub>2</sub> as indicated by star marks in <xref ref-type="fig" rid="f2-sensors-11-00825">Figure 2(b)</xref>. These intermediate stages signal the occurrence of new phases, <italic>i.e.</italic>, α + β mixed phase (★) and β phase (✰). Similar to the case in <xref ref-type="fig" rid="f1-sensors-11-00825">Figure 1</xref>, the β phase nucleates in the α matrix if the amount of hydrogen incorporation into the interstitial sites of Pd exceeds the solid solubility limit of hydrogen, and grows with the further absorption of H<sub>2</sub>. In this α + β mixed phase, the resistance increase is more likely to be governed by the relative volume fraction and distribution of β islands rather than total atomic fraction of hydrogen. Once the phase transition to the β phase is completed, defects such as vacancies and dislocations are induced into the matrix both to maintain the NaCl structure of the PdH<italic><sub>x</sub></italic> and to release the strain produced by gradual volume expansion by absorbed hydrogen atoms. A further increase in hydrogen concentration causes severe structural deformations (see the image (
<inline-graphic xlink:href="sensors-11-00825i1.gif"/>) in <xref ref-type="fig" rid="f2-sensors-11-00825">Figure 2(c)</xref>) and the deformations are only partially recovered even after H<sub>2</sub> supply is disconnected (see the image (
<inline-graphic xlink:href="sensors-11-00825i2.gif"/>) in <xref ref-type="fig" rid="f2-sensors-11-00825">Figure 2(c)</xref>).</p>
<p>Serious structural deformations can also be observed by confocal laser scanning microscopy. <xref ref-type="fig" rid="f3-sensors-11-00825">Figure 3(a)</xref> shows the microscopic surface scan images of Pd films in exposure to 2% H<sub>2</sub>, using this technique. The severe film delamination is observed for the Pd film with a thickness of 100 nm, in accordance with the results above. Interestingly, the degree of structural deformations depends on the thickness of Pd film and only small pits are observed on the 20 nm-thick Pd film.</p>
<p>Because the structural deformations are only partially recovered after stopping the H<sub>2</sub> flow, they give rise to a hysteresis in resistance <italic>vs</italic>. H<sub>2</sub> concentration curves for a cycle of H<sub>2</sub> absorption and desorption processes, as shown in <xref ref-type="fig" rid="f3-sensors-11-00825">Figure 3(b)</xref>. The magnitude of the hysteretic behavior, however, decreases with decreasing Pd film thickness, which is well-matched to the tendency observed in thickness-dependent surface deformations. From <xref ref-type="fig" rid="f3-sensors-11-00825">Figure 3(b)</xref>, the maximal Pd film thickness, where no hysteresis is observed, is found to be 5 nm, at which the sensitivity is only 4%. It is also difficult to precisely control the thickness as thin as this.</p></sec>
<sec>
<label>3.2.</label>
<title>Pd-Ni Alloy Thin Films</title>
<p>The severe structural deformations and the consequent hysteretic resistance behaviors of pure Pd films should find solutions since they risk the reliability and accuracy of the Pd film-based hydrogen sensors. Various Pd alloys such as Pd-Mg, Pd-Au, Pd-Ag, and Pd-Ni have been explored to enhance the structural stability of the Pd-based thin films of the Pd-based thin films [<xref ref-type="bibr" rid="b40-sensors-11-00825">40</xref>,<xref ref-type="bibr" rid="b79-sensors-11-00825">79</xref>–<xref ref-type="bibr" rid="b82-sensors-11-00825">82</xref>]. Among those, Pd-Au and Pd-Ag alloys have been more studied due to their advantages such as crystal structures similar to that of Pd, higher hydrogen solubilities than pure Pd, and good capabilities to suppress structural deformations. However, they have problematic issues too. For instance, the Au in the Pd-Au alloy easily segregates on the surface owing to its high mobility [<xref ref-type="bibr" rid="b83-sensors-11-00825">83</xref>], causing a reliability problem. For the Pd-Ag alloy, good sensor performance, particularly, high hydrogen permeability is observed only in high Ag concentration more than 20 wt% and the hydrogen dissociation capability of the alloy becomes worse than pure Pd in this concentration range [<xref ref-type="bibr" rid="b84-sensors-11-00825">84</xref>]. Moreover, both alloys are expensive, adding more cost to sensors incorporating those materials. Comparing Pd-Ni alloy to those alloys, Ni can be introduced to Pd matrix in less amount for suppressing structural deformations. Ni is less likely to segregate in the alloy, is inexpensive, and helps to shorten response times. The attributes of the Pd-Ni alloy like good durability, fast response, and consistency of crystal structure with Pd make it attractive material for hydrogen sensing. According to our investigation, the addition of a small amount of Ni to Pd effectively suppresses the structural deformations, as demonstrated in <xref ref-type="fig" rid="f4-sensors-11-00825">Figure 4(a)</xref>. A Pd-Ni alloy containing 4% Ni shows no conceivable surface defects, leading to hysteresis-free resistance change in response to H<sub>2</sub> concentration. From <xref ref-type="fig" rid="f4-sensors-11-00825">Figure 4(b)</xref>, it is found that the resistances of Pd-Ni alloy films containing more than 4% of Ni increase almost linearly with H<sub>2</sub> concentration without a hysteresis, while a pure Pd film shows a sizable hysteretic behavior in its resistance change. Although these results are desirable for sensor operations, the sensitivities of the Pd-Ni alloys are smaller than that of pure Pd. The small sensitivities and linear relationships between the sensitivity and H<sub>2</sub> concentration of Pd-Ni alloys are ascribed to a reduced H<sub>2</sub> in-take and the hindered β phase formation due to the smaller lattice constants and interstitial volumes and stronger Pd-Ni bonds with respect to pure Pd (see <xref ref-type="fig" rid="f5-sensors-11-00825">Figure 5(a)</xref> below for the dependence of sensitivity on Ni content).</p>
<p>In contrast with the reduced sensitivities, the Pd-Ni alloy films respond to H<sub>2</sub> much faster than a pure Pd film, as seen from <xref ref-type="fig" rid="f5-sensors-11-00825">Figure 5(b)</xref>.</p>
<p>The response time drastically drops by a factor of ∼5 from the value of a pure Pd when 4% of Ni is added to Pd, and then it remains almost unchanged with further Ni addition. Here, the response time is defined as the time required to reach 36.8% (=e<sup>−1</sup>) of the total resistance change at a given H<sub>2</sub> concentration. Owing to the difference in lattice constants of Pd (3.891 Å) and Ni (3.524 Å), imperfections such as grain boundaries and dislocations are likely to be formed to compensate for the lattice strain generated by the addition of a small amount of Ni to the Pd matrix. These imperfections may function as a preferential diffusion path for the absorbed hydrogen atoms, leading to the shorter response time for Pd-Ni alloys. The steady response time appearing beyond ∼7% Ni stems possibly from the deterioration of crystal quality at high Ni contents rather than the further creation of the line or plane defects. This fast response of the Pd-Ni alloys as well as the sensitivity proportional to H<sub>2</sub> concentration makes these alloys a class of good materials for fast, reliable, and scalable H<sub>2</sub> sensing.</p></sec>
<sec>
<label>3.3.</label>
<title>Pd Thin Films on a Ti Buffer</title>
<p>Although the Pd-Ni alloys with a Ni content less than 10% achieved a very fast and hysteresis-free response, the introduction of Ni not only complicates the film preparation, but is also incompatible with the conventional semiconductor integration process. Moreover, the Pd-Ni alloys suffer from a small sensitivity even to high H<sub>2</sub> concentration (∼5.5% at 2% H<sub>2</sub>) and a resistivity increased from the value of Pd even at low Ni content (6 to 7 times at 7% Ni). The structural deformation and hysteretic resistance problems of pure Pd films can be more easily treated using a thin buffer layer. Titanium (Ti) is a typical adhesion promoter for thin films, that is widely used in the present semiconductor industry. We closely examined the effects of a thin Ti buffer layer on the structural and electrical properties of Pd thin films. The film delamination that was a severe problem for pure Pd films was not observed. Real-time electrical responses at room temperature are shown in <xref ref-type="fig" rid="f6-sensors-11-00825">Figure 6</xref> for Pd/Ti film stacks with different combinations of respective layer thicknesses. All curves exhibit monotonic resistance increase without any intermediate stages, reflecting the absence of structural deformations. Comparing the 100 nm-thick Pd films without (described above) and with Ti buffer layers (5 and 1 nm), the sensitivities (8% and 9.2%) of Ti-buffer Pd films are smaller than that (∼52%) of a pure Pd film.</p>
<p>This indicates that the Ti-mediated improvement in adhesion of Pd film to the substrate strengthens so-called ‘clamping effect’ and restricts global volume expansion of the Pd film [<xref ref-type="bibr" rid="b85-sensors-11-00825">85</xref>], lowering the level of H<sub>2</sub> in-take and suppressing the appearance of the β hydride. The small increase (only 1.2%) of sensitivity for the thinner Ti buffer reflects that the reinforcement of the clamping effect occurs primarily in the vicinity of Pd film/Ti buffer interface, as also supported by the inflectionless response for even thinner Ti (0.5 nm) in <xref ref-type="fig" rid="f6-sensors-11-00825">Figure 6(d)</xref>. Considering the response time, the Ti-buffered Pd films apparently respond to H<sub>2</sub> faster (20–30 s for <xref ref-type="fig" rid="f6-sensors-11-00825">Figure 6(a) through (d)</xref>) than does a Pd film with a comparable thickness (∼50 s for 100 nm-thick Pd film). The decreased response time of the Ti-buffered Pd films is attributed to the reduced distance for hydrogen diffusion due to the reduced free volume by the reinforced clamping effect in these film stacks.</p>
<p>As explained above, the structural deformations and hysteretic response behaviors of pure Pd films are associated with phase transitions in them, as represented by <xref ref-type="fig" rid="f7-sensors-11-00825">Figure 7(a)</xref>. The β phase grows as H<sub>2</sub> concentration increases and the tensile stress produced by volume expansion gradually imposes onto the film/substrate interface. Once this stress exceeds the Pd-substrate bond strength, the Pd film starts to deform until it is delaminated from the substrate, resulting in an abrupt resistance increase. Because these structural deformations are mostly irreversible, there appears a lag in resistance recovery to the α phase value in the desorption process.</p>
<p>The complete phase transition from the α to β phase occurs at ∼1.5% H<sub>2</sub>. In contrast, the H<sub>2</sub> in-take and β phase formation are restricted in the Ti-buffered Pd films due to the enhanced clamping effect, leading to a linear relationship between the sensitivity and H<sub>2</sub> concentration in both H<sub>2</sub> absorption and desorption processes without a hysteresis, as shown in <xref ref-type="fig" rid="f7-sensors-11-00825">Figure 7(b)</xref>. Furthermore, the sensitivity of this Ti-buffered Pd film is larger than that of Pd-Ni alloy films by a factor of 1.6 to 1.7 at a given H<sub>2</sub> concentration. The reasonable sensitivity and fast response of the Ti-buffered Pd films without structural deformations and hysteresis, along with a simple fabrication process, allow the film stacks to be considered for practical applications in hydrogen sensors.</p></sec>
<sec>
<label>3.4.</label>
<title>Nanoporous Pd Thin Films</title>
<p>Despite the many strong points the conventional dense Pd films have as hydrogen sensors, they are generally difficult to use for measuring H<sub>2</sub> concentration lower than 500 ppm with precision and their response time still needs to be improved. To address these issues, Pd thin films with nanopores have been investigated using anodic aluminum oxide (AAO) templates. The AAO-supported Pd thin films are expected to show a lower H<sub>2</sub> detection limit and faster response than the dense Pd films due to the greatly increased surface area. In addition, the film delamination problem may be alleviated in the nanoporous structures owing to the potentially enhanced adhesion provided by the heavy up and down substrate structure. Ding <italic>et al</italic>. fabricated AAO-supported nanoporous Pd thin films and compared their response characteristics with those of dense Pd films [<xref ref-type="bibr" rid="b86-sensors-11-00825">86</xref>]. Notably, the thin porous Pd film could clearly detect H<sub>2</sub> concentrations as low as 250 ppm. Comparing the responses of a dense Pd and a porous Pd films with an identical thickness of 45 nm, the resistance change in the porous film was faster and sharper than that of the dense film. The faster and sharper response and lower detection limit of the thin nanoporous Pd film probably originate from the dual contributions of a very thin thickness effect and an enlarged surface effect.</p></sec></sec>
<sec>
<label>4.</label>
<title>One-Dimensional Pd Nanowires</title>
<p>Through the study of nanoporous Pd films described above, it was demonstrated that the H<sub>2</sub> detection limit and response time could be reduced in nanoporous structures due to their increased surface area. If it is the real case, Pd nanowires would be ideal structures for fast detection of low H<sub>2</sub> concentrations. However, the H<sub>2</sub>-sensing properties of the Pd nanowires should be considered along with methods for their fabrication, because nanowires are in general harder to fabricate compared to thin films and their properties depend on the final structures. Here, we present the H<sub>2</sub>-sensing properties of lithographically patterned Pd nanowires, bottom-up grown Pd nanowires, ion-milled Pd nanowires, and grain-structured Pd nanowires. Finite size effects in the Pd nanowires are also discussed.</p>
<sec>
<label>4.1.</label>
<title>Lithographically Patterned Pd Nanowires</title>
<p>Lithographically patterned Pd nanowires can be regarded as intermediate structures between Pd thin films and bottom-up grown Pd nanowires. To fabricate these nanostructures, a combination of E-beam lithography and a lift-off process was used. Pd thin films with varying thickness <italic>t</italic> = 20–400 nm were sputter-deposited on thermally oxidized Si substrates. The patterned Pd nanowires had an identical width <italic>w</italic> = 300 nm and length <italic>l</italic> = 10 μm. Later, different combinations of a lift-off process and either photolithography or E-beam lithography were used to pattern relatively larger Ti/Au outer electrodes and micron-scaled Ti/Au inner electrodes, respectively, on the Pd nanowires. <xref ref-type="fig" rid="f8-sensors-11-00825">Figure 8</xref> shows a SEM image of a lithographically patterned Pd nanowire (<italic>t</italic> = 100 nm) with four inner electrodes.</p>
<p>H<sub>2</sub>-sensing properties of the lithographically patterned Pd nanowires were investigated at room temperature as a function of H<sub>2</sub> concentration and nanowire thickness. Typical results are shown in <xref ref-type="fig" rid="f9-sensors-11-00825">Figure 9</xref>. <xref ref-type="fig" rid="f9-sensors-11-00825">Figures 9(a,b)</xref> exhibit electrical responses of two Pd nanowires with <italic>t</italic> = 20 and 400 nm, respectively, at the same H<sub>2</sub> concentration of 10,000 ppm. The thinner nanowire (<italic>t</italic> = 20 nm) shows a lower sensitivity, but a much faster response time compared to the thicker one (<italic>t</italic> = 400 nm). This difference is attributed to the stronger clamping effect in the thinner nanowire, as explained in the previous section of Pd thin films. Because the clamping effect originates from the nanowire/substrate interface, it is stronger at positions closer to the interface. The stronger clamping effect in the thinner nanowire suppresses the free volume expansion of the nanowire to limit the hydrogen absorption, leading to a lower sensitivity. The shorter response time is obtained by the reduction of hydrogen diffusion distance in the thinner nanowire.</p>
<p>The relative intensity of the clamping effect can be deduced from the difference in sensitivities to 10,000 and 20,000 ppm H<sub>2</sub>, as shown in <xref ref-type="fig" rid="f9-sensors-11-00825">Figures 9(c,d)</xref>. The ratio of sensitivities to respective 10,000 and 20,000 ppm H<sub>2</sub> for the thinner nanowire (<italic>t =</italic> 20 nm) is only 1.3, in contrast with 3 for the thicker nanowire (<italic>t =</italic> 400 nm). This indicates that the thinner nanowire absorbs less hydrogen atoms than the thicker one does at the same concentration gradient since the resistance increase upon H<sub>2</sub> exposure is basically caused by the enhanced carrier scattering by the absorbed hydrogen atoms, justifying the stronger clamping effect in the thinner Pd nanowire.</p>
<p><xref ref-type="fig" rid="f9-sensors-11-00825">Figures 9(e,f)</xref> show comprehensive trends of sensitivity and response time as functions of nanowire thickness and H<sub>2</sub> concentration. The sensitivity is found to increase with increasing H<sub>2</sub> concentration for all thicknesses, as shown in <xref ref-type="fig" rid="f9-sensors-11-00825">Figure 9(e)</xref>. However, it is almost saturated beyond a certain thickness, particularly 100 nm at H<sub>2</sub> concentrations lower than 10,000 ppm. This may be because the weakening of the clamping effect is counterbalanced by the reduced surface-to-volume ratio in this thickness range. The larger saturation thickness (200 nm) at a higher H<sub>2</sub> concentration (20,000 ppm) reflects that the relaxation of the clamping effect is more effective than the reduction of the surface-to-volume ratio at a high H<sub>2</sub> partial pressure, probably supported by the slight structural deformation. These sensitivity trends in lithographically patterned Pd nanowires are different from the observations in Pd thin films, where the sensitivity increases with increasing the film thickness in the range of 5 to 400 nm and hysteretic resistance behaviors are observed in all films thicker than 20 nm due to the α to β phase transitions. As a matter of fact, the lithographically patterned Pd nanowires with thicknesses smaller than 100 nm showed an almost linear relationship between the sensitivity and H<sub>2</sub> concentration. As a consequence, it was demonstrated that a thin Pd nanowire could detect H<sub>2</sub> concentrations as low as 20 ppm.</p>
<p>On the contrary, the response time remains almost constant below 100 nm whereas it gradually decreases with decreasing thickness down to this value. The general decrease of response time with decreasing the thickness is due to the reduced hydrogen diffusion distance mentioned above. The steady response time along with the sensitivity trend in the thickness range smaller than 100 nm suggests that the clamping effect dominates the hydrogen absorption dynamics in this range. The shortest response time obtained from the lithographically patterned Pd nanowires was ∼3 s at 1,000 ppm of H<sub>2</sub> for one with <italic>t</italic> = 20 nm, when the response time is defined as the time required to reach 36.8% (=e<sup>−1</sup>) of the total resistance change as before. This is much smaller than that of Pd thin films.</p></sec>
<sec>
<label>4.2.</label>
<title>Bottom-Up Grown Pd Nanowires</title>
<p>It was found that Pd nanowires fabricated by lithography techniques could be good hydrogen sensors with fast response and low detection limit. However, they possibly face the risk of structural deformations at high H<sub>2</sub> concentrations because the nanowire body sticks to the substrate. This problem would be eliminated using bottom-up grown Pd nanowires, which have no direct bonds with the substrate. It would be possible to investigate more intrinsic finite size effects of H<sub>2</sub>-sensing properties using these Pd nanowires because the clamping effect could be ruled out in these isolated nanowire structures. As an example of this bottom-up approach, Pd nanowires were grown by electrodeposition into nanochannels of AAO templates from an aqueous solution containing 0.034 mol of PdCl<sub>2</sub>, using an Au cathode layer (see <xref ref-type="fig" rid="f10-sensors-11-00825">Figure 10(a)</xref>).</p>
<p>Pd nanowires were rinsed and immersed in isopropyl alcohol (IPA) after chemically removing the AAO templates. The Pd nanowires were dispersed onto a thermally oxidized Si substrate with patterned outer electrodes on it by a drop-casting method. A combination of E-beam lithography and a lift-off process was used to pattern inner Au electrodes on an individual Pd nanowire. A representative four terminal device on the individual Pd nanowire is shown in <xref ref-type="fig" rid="f10-sensors-11-00825">Figure 10(b)</xref>.</p>
<p>H<sub>2</sub>-sensing properties of the bottom-up grown Pd nanowires were investigated at room temperature as functions of H<sub>2</sub> concentration and nanowire diameter in a similar manner for the previous lithographically patterned Pd nanowires. <xref ref-type="fig" rid="f11-sensors-11-00825">Figures 11(a,b)</xref> show representative electrical responses of two Pd nanowires with <italic>d</italic> = 20 and 400 nm, respectively, at the same H<sub>2</sub> concentration of 10,000 ppm. On the contrary to lithographically patterned nanowires with the same thicknesses, the thinner nanowire (<italic>d</italic> = 20 nm) exhibits a larger sensitivity than that of the thicker one (<italic>d</italic> = 400 nm). This trend can be confirmed more clearly from the nanowire diameter dependence of the sensitivity shown in <xref ref-type="fig" rid="f11-sensors-11-00825">Figure 11(c)</xref>. It is found from this figure that the sensitivity of the Pd nanowire increases with decreasing the nanowire diameter in a range of 0–200 nm for H<sub>2</sub> concentrations tested. Since the sensitivity is proportional to the relative concentration of hydrogen atoms in Pd matrix (∝ [H]/[Pd]), this atomic ratio was calculated by the following equation:
<disp-formula id="FD6">
<label>(6)</label>
<mml:math display="block">
<mml:mtable>
<mml:mtr>
<mml:mtd>
<mml:mo stretchy="false">[</mml:mo>
<mml:mi mathvariant="normal">H</mml:mi>
<mml:mo stretchy="false">]</mml:mo>
<mml:mo>/</mml:mo>
<mml:mo stretchy="false">[</mml:mo>
<mml:mtext>Pd</mml:mtext>
<mml:mo stretchy="false">]</mml:mo>
<mml:mo>=</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mi>π</mml:mi>
<mml:mfrac>
<mml:mi>d</mml:mi>
<mml:mn>2</mml:mn></mml:mfrac>
<mml:mi>l</mml:mi>
<mml:mo stretchy="false">(</mml:mo>
<mml:msub>
<mml:mi>X</mml:mi>
<mml:mn>1</mml:mn></mml:msub>
<mml:mo stretchy="false">(</mml:mo>
<mml:mi>t</mml:mi>
<mml:mo stretchy="false">)</mml:mo>
<mml:msub>
<mml:mi>X</mml:mi>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mi>s</mml:mi></mml:mrow></mml:msub>
<mml:mo>+</mml:mo>
<mml:msub>
<mml:mi>X</mml:mi>
<mml:mn>2</mml:mn></mml:msub>
<mml:mo stretchy="false">(</mml:mo>
<mml:mi>t</mml:mi>
<mml:mo stretchy="false">)</mml:mo>
<mml:msub>
<mml:mi>X</mml:mi>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mi>s</mml:mi></mml:mrow></mml:msub>
<mml:mo stretchy="false">)</mml:mo>
<mml:mo>+</mml:mo>
<mml:mi>π</mml:mi>
<mml:msup>
<mml:mrow>
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mfrac>
<mml:mi>d</mml:mi>
<mml:mn>2</mml:mn></mml:mfrac>
<mml:mo stretchy="false">)</mml:mo></mml:mrow></mml:mrow>
<mml:mn>2</mml:mn></mml:msup>
<mml:mi>l</mml:mi>
<mml:mi>Y</mml:mi>
<mml:mo stretchy="false">(</mml:mo>
<mml:mi>t</mml:mi>
<mml:mo stretchy="false">)</mml:mo>
<mml:msub>
<mml:mi>Y</mml:mi>
<mml:mi>b</mml:mi></mml:msub></mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mo stretchy="false">(</mml:mo>
<mml:mn>2</mml:mn>
<mml:mi>π</mml:mi>
<mml:mfrac>
<mml:mi>d</mml:mi>
<mml:mn>2</mml:mn></mml:mfrac>
<mml:msub>
<mml:mi mathvariant="italic">lN</mml:mi>
<mml:mi>s</mml:mi></mml:msub>
<mml:mo stretchy="false">)</mml:mo>
<mml:mo>+</mml:mo>
<mml:mi>π</mml:mi>
<mml:msup>
<mml:mrow>
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mfrac>
<mml:mi>d</mml:mi>
<mml:mn>2</mml:mn></mml:mfrac>
<mml:mo stretchy="false">)</mml:mo></mml:mrow></mml:mrow>
<mml:mn>2</mml:mn></mml:msup>
<mml:msub>
<mml:mi mathvariant="italic">lN</mml:mi>
<mml:mi>b</mml:mi></mml:msub></mml:mrow></mml:mfrac></mml:mtd></mml:mtr>
<mml:mtr>
<mml:mtd>
<mml:mo>=</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mo stretchy="false">[</mml:mo>
<mml:msub>
<mml:mi>X</mml:mi>
<mml:mn>1</mml:mn></mml:msub>
<mml:mo stretchy="false">(</mml:mo>
<mml:mi>t</mml:mi>
<mml:mo stretchy="false">)</mml:mo>
<mml:msub>
<mml:mi>X</mml:mi>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mi>s</mml:mi></mml:mrow></mml:msub>
<mml:mo>+</mml:mo>
<mml:msub>
<mml:mi>X</mml:mi>
<mml:mn>2</mml:mn></mml:msub>
<mml:mo stretchy="false">(</mml:mo>
<mml:mi>t</mml:mi>
<mml:mo stretchy="false">)</mml:mo>
<mml:msub>
<mml:mi>X</mml:mi>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mi>s</mml:mi></mml:mrow></mml:msub>
<mml:mo stretchy="false">]</mml:mo>
<mml:mo>+</mml:mo>
<mml:mfrac>
<mml:mi>d</mml:mi>
<mml:mn>2</mml:mn></mml:mfrac>
<mml:mi>Y</mml:mi>
<mml:mo stretchy="false">(</mml:mo>
<mml:mi>t</mml:mi>
<mml:mo stretchy="false">)</mml:mo>
<mml:msub>
<mml:mi>Y</mml:mi>
<mml:mi>b</mml:mi></mml:msub></mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mn>4</mml:mn>
<mml:mi>N</mml:mi></mml:mrow>
<mml:mi>s</mml:mi></mml:msub>
<mml:mo>+</mml:mo>
<mml:mfrac>
<mml:mi>d</mml:mi>
<mml:mn>2</mml:mn></mml:mfrac>
<mml:msub>
<mml:mi>N</mml:mi>
<mml:mi>b</mml:mi></mml:msub></mml:mrow></mml:mfrac></mml:mtd></mml:mtr></mml:mtable></mml:math></disp-formula>where <italic>l</italic> is the nanowire length, <italic>X</italic><sub>1</sub>(<italic>t</italic>) and <italic>X</italic><sub>2</sub>(<italic>t</italic>) represent the occupation probability of hydrogen atoms in the respective sites at the surface (<italic>X</italic><sub>1s</sub> = 9.4 × 10<sup>14</sup> sites/cm<sup>2</sup>) and subsurface (<italic>X</italic><sub>2s</sub> = 4.7 × 10<sup>14</sup> sites/cm<sup>2</sup>), and <italic>Y</italic><sub>b</sub> represents the site density of the bulk part (<italic>Y</italic><sub>b</sub> = 4.7 × 10<sup>20</sup> sites/cm<sup>3</sup>). Similarly, <italic>N</italic><sub>s</sub> (1.69 × 10<sup>15</sup> atoms/cm<sup>2</sup>) and <italic>N</italic><sub>b</sub> (6.81 × 10<sup>22</sup> atoms/cm<sup>2</sup>) are atomic concentrations of Pd at the surface and in the bulk, respectively. <italic>Y</italic>(<italic>t</italic>) denotes the normalized hydrogen concentration of the bulk part, which is governed by the Fickian diffusion process as follows:
<disp-formula id="FD7">
<label>(7)</label>
<mml:math display="block">
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mi mathvariant="italic">dY</mml:mi>
<mml:mo stretchy="false">(</mml:mo>
<mml:mi>r</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>t</mml:mi>
<mml:mo stretchy="false">)</mml:mo></mml:mrow>
<mml:mrow>
<mml:mi mathvariant="italic">dt</mml:mi></mml:mrow></mml:mfrac>
<mml:mo>=</mml:mo>
<mml:mtext>exp</mml:mtext>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mo>−</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msubsup>
<mml:mi>E</mml:mi>
<mml:mi>D</mml:mi>
<mml:mo>*</mml:mo></mml:msubsup></mml:mrow>
<mml:mrow>
<mml:mi mathvariant="italic">RT</mml:mi></mml:mrow></mml:mfrac></mml:mrow>
<mml:mo>)</mml:mo></mml:mrow>
<mml:mfrac>
<mml:mn>1</mml:mn>
<mml:mi>r</mml:mi></mml:mfrac>
<mml:mfrac>
<mml:mi>d</mml:mi>
<mml:mi mathvariant="italic">dr</mml:mi></mml:mfrac>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mi>r</mml:mi>
<mml:mo> </mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mi mathvariant="italic">dY</mml:mi>
<mml:mo stretchy="false">(</mml:mo>
<mml:mi>r</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>t</mml:mi>
<mml:mo stretchy="false">)</mml:mo></mml:mrow>
<mml:mrow>
<mml:mi mathvariant="italic">dr</mml:mi></mml:mrow></mml:mfrac></mml:mrow>
<mml:mo>)</mml:mo></mml:mrow></mml:mrow></mml:math></disp-formula>where <italic>r</italic> is the radial distance from the nanowire center and <italic>E</italic><sub>D</sub><sup>*</sup> is the activation energy of the diffusion process. The calculation result is given in <xref ref-type="fig" rid="f11-sensors-11-00825">Figure 11(d)</xref>. The relative fraction of hydrogen atoms to Pd atoms rapidly increases as the nanowire diameter decreases, which is similar to the experimental results shown in <xref ref-type="fig" rid="f11-sensors-11-00825">Figure 11(c)</xref>. This is because the relative hydrogen-accommodating site density to Pd atom density at the surface ((<italic>X</italic><sub>1s</sub> + <italic>X</italic><sub>2s</sub>)/2<italic>N</italic><sub>s</sub>) is much larger than that in the bulk and the occupation probability of hydrogen atoms at the surface ((<italic>X</italic><sub>1</sub> + <italic>X</italic><sub>2</sub>)/2) is also higher than in the bulk. The steady (or slow) change in the sensitivity (or in [H]/[Pd]) in nanowire diameters larger than 200 nm may result from the rapidly decreasing contribution of the surface layers to hydrogen diffusion due to the drastic reduction of the surface volume fraction with increasing the diameter. Compared with the previous lithographically patterned nanowires, the sensitivity (∼3%) of the bottom-up grown Pd nanowires is found to be slightly smaller, reflecting that H<sub>2</sub> absorption occurs dominantly over the surface region in these isolated nanowires. <xref ref-type="fig" rid="f11-sensors-11-00825">Figures 11(e,f)</xref> show the experimental and calculation results of the nanowire diameter dependence of response time. From both figures, it is seen that the response time gradually decreases as the diameter decreases. This is because hydrogen diffusion is accelerated at a small diffusion distance (diameter) as also indicated by <xref ref-type="disp-formula" rid="FD7">Equation (7)</xref>. The shortest response time measured in these bottom-up grown Pd nanowires was ∼6 s, which is similar to that in lithographically patterned nanowires.</p></sec>
<sec>
<label>4.3.</label>
<title>Ion-Milled Pd Nanowires</title>
<p>From the study of the bottom-up grown Pd nanowires, it was found that the sensitivity increases while the response time decreases as the nanowire diameter shrinks. This was mainly ascribed to the higher density of hydrogen-accommodating sites at the surface compared to the bulk. If this is the case, it would be interesting if we investigate the effects of Pd nanowire surface roughness on the H<sub>2</sub>-sensing performance because the rough nanowire would provide the larger surface area than the smooth one at the same average diameter. To check this effect, Lee <italic>et al.</italic> [<xref ref-type="bibr" rid="b89-sensors-11-00825">89</xref>] intentionally induced a rough surface on electrodeposition-grown Pd nanowires using ion-milling (beam energy: 500 eV, beam current density: 5 μA/cm<sup>2</sup>, milling time: 10 min), as shown schematically in <xref ref-type="fig" rid="f12-sensors-11-00825">Figure 12</xref>. The surface of the Pd nanowires, which was initially smooth, appeared to be rough after ion-milling, presumably due to different etch rates depending on crystal planes. They measured electrical responses on individual Pd nanowires before and after ion-milling. Similar device structures to that shown in <xref ref-type="fig" rid="f10-sensors-11-00825">Figure 10(b)</xref> were used for the response measurements. Surprisingly, the resistance of the ion-milled nanowire increased much faster than the as-grown nanowire. When defining the response time as the time required to reach 90% of the total resistance change, the response time of the ion-milled Pd nanowire was found to be approximately 20 times shorter than that of the as-grown one (25 and 500 s, respectively). This is attributed to the enhanced surface-to-volume ratio and the consequent increase of hydrogen-accommodating sites of the ion-milled Pd nanowire. Interestingly, sensitivity seems almost unchanged even through the ion-milling. It may be because the sensitivity depends on the total nanowire volume (average diameter) rather than the surface area.</p></sec>
<sec>
<label>4.4.</label>
<title>Grain-Structured Pd Nanowires</title>
<p>The Pd nanowires grown by electrodeposition into AAO templates described above were structurally homogeneous, resulting in the resistance increase upon H<sub>2</sub> exposure. However, many electrodeposited Pd nanowires can have different morphologies depending on the growth conditions. Hu <italic>et al</italic>. [<xref ref-type="bibr" rid="b90-sensors-11-00825">90</xref>] and Yang <italic>et al</italic>. [<xref ref-type="bibr" rid="b91-sensors-11-00825">91</xref>] have demonstrated that the electrodeposited Pd nanowires with different morphologies led to sharp contrasts in their respective response behaviors. Hu <italic>et al</italic>. grew Pd nanowires on polymethylmethacrylate (PMMA) channels between two Au electrodes by electrophoresis, by varying growth currents [<xref ref-type="bibr" rid="b90-sensors-11-00825">90</xref>]. They obtained three different kinds of nanowire structures depending on the nanowire diameter: plain structure at <italic>d</italic> = 85 nm, grain structure in the range of <italic>d</italic> = 100–150 nm, and hairy structure at <italic>d</italic> = ∼100 nm. Interestingly, Pd nanowires with grain structure exhibited the inverse-type of resistance behavior (Δ<italic>R</italic>/<italic>R</italic><sub>0</sub> &lt; 0), while normal resistance behaviors (Δ<italic>R</italic>/<italic>R</italic><sub>0</sub> &gt; 0) were observed in nanowires with plain structure. The grain-structured nanowires are composed of Pd nanoparticles either in close contact or connected by narrow necks. When these Pd nanowires are exposed to H<sub>2</sub>, the Pd nanoparticles expand to reduce the length of the neck and the neck itself expands at the same time. These expansions result in an increase in contact area between neighboring nanoparticles, leading to the significant decrease in nanowire resistance. The expanded Pd nanoparticles and necks are back to the original states as soon as H<sub>2</sub> flow stops. The grain-structured Pd nanowires could detect H<sub>2</sub> concentrations as low as 2–5 ppm. Pd nanowires with hairy structure were subdivided into two different internal structures, which showed normal and inverse resistance behaviors, respectively. The Pd nanowire arrays with grain structures prepared by dielectrophoresis on patterned Si substrates, which was performed by La Ferrara <italic>et al</italic>. [<xref ref-type="bibr" rid="b7-sensors-11-00825">7</xref>], showed a high sensitivity up to 140% at 4% H<sub>2</sub>. Furthermore, thinner nanowires were found to produce a higher sensitivity and a shorter response time, which is in good agreement with the trend observed in more uniform, isolated Pd nanowires stated above.</p></sec></sec>
<sec>
<label>5.</label>
<title>Pd Nanoparticles</title>
<p>Despite the interesting H<sub>2</sub>-sensing properties (fast response, reasonable sensitivity, and good reproducibility) of the bottom-up grown homogeneous Pd nanowires, precision diameter control and device fabrication on the nanowires are challenging. Recollecting that the high performance of the nanowires is ascribed to the high surface-to-volume ratio of the structures and high hydrogen-accommodating site density at the surface, Pd nanopartices are expected to show better performance although they have a difficulty in fabrication. Because using a single Pd nanopartice as a sensor medium is extremely difficult, continuous films of Pd nanoparticles or other structures incorporating them have been exploited. Here, we briefly present the examples of using Pd nanoparticles as H<sub>2</sub> sensors: continuous films consisting of Pd nanoparticles and Pd nanoparticles grafted onto carbon nanotubes (CNTs).</p>
<sec>
<label>5.1.</label>
<title>Continuous Films of Pd Nanoparticles</title>
<p>Joshi <italic>et al</italic>. electrochemically deposited Pd nanoparticles on Si substrates by electrodeposition from a solution of Pd sulfate and sulfuric acid [<xref ref-type="bibr" rid="b92-sensors-11-00825">92</xref>]. The deposited nanoparticles were dense enough to form a continuous film, as shown schematically in <xref ref-type="fig" rid="f13-sensors-11-00825">Figure 13</xref>.</p>
<p>For sensing performance comparison, sputtered Pd thin films were also prepared in parallel. The average grain sizes of Pd nanoparticle films and sputtered films were varied by either changing deposition time or deposition pressure. The Pd nanoparticle film showed the normal resistance behavior with a resistance increase upon exposure to H<sub>2</sub>, confirming that the Pd nanoparticles were electrically connected. Referring to <xref ref-type="disp-formula" rid="FD5">Equation (5)</xref> for the estimation of sensitivity, the sensitivity was approximately 100% at 1% H<sub>2</sub>, which was about 70% higher than that of the Pd thin film with the same 150 nm thickness at the same H<sub>2</sub> concentration (see <xref ref-type="fig" rid="f3-sensors-11-00825">Figure 3(b)</xref>). This indicates that the continuous film of Pd nanoparticles can detect H<sub>2</sub> with larger signals as compared to the normal Pd thin film. The systematic grain-size-dependent comparison study of the sensitivity and response time between the film of Pd nanoparticles and sputtered Pd thin film was carried out. The sensitivity of a Pd nanoparticle film was higher than that of a sputtered Pd thin film at all H<sub>2</sub> concentrations and grain sizes, while the response time was shorter in the nanoparticle film than in the sputtered film. Furthermore, for both the nanoparticle film and sputtered film, the sensitivity increased and response time decreased as the average grain size decreases at given H<sub>2</sub> concentrations. These results reflect that the enlarged surface-to-volume ratio of the Pd nanoparticles and the higher grain boundary density at a film with smaller grains cooperatively contribute to a higher amount of H<sub>2</sub> in-take and a faster hydrogen diffusion. The hydrogen diffusion is also facilitated by the higher density of hydrogen-accommodating sites at the surface of smaller nanoparticles and grains.</p></sec>
<sec>
<label>5.2.</label>
<title>Pd Nanoparticles Grafted onto CNTs</title>
<p>Although the continuous film of Pd nanoparticles demonstrated the improved H<sub>2</sub>-sensing performance of the nanoparticle systems, it was an intermediate structure between the dense Pd film and a cluster of authentic Pd nanoparticles, consisting of rather large nanoparticles (&gt;14 nm). Moreover, the H<sub>2</sub>-sensing mechanism was almost the same as for the normal resistance-based H<sub>2</sub> sensors. Ju <italic>et al</italic>. fabricated a different type of H<sub>2</sub> sensor, consisting of single-walled CNTs (SWCNTs) as building blocks, truly small Pd nanoparticles (2–3 nm) as H<sub>2</sub> absorbers, and dendrimers as grafting mediators of the Pd nanoparticles to SWCNTs [<xref ref-type="bibr" rid="b93-sensors-11-00825">93</xref>]. Despite the many advantages of CNTs such as hollow cores, small size, and large surface area, they hardly interact with H<sub>2</sub> and need to be functionalized to be used as H<sub>2</sub> sensors. Ju <italic>et al</italic>. first pretreated the SWCNTs to form terminal amine groups on their surfaces and then chemically grew polyamidoamine dendrimers on the surfaces of the pretreated SWCNTs. Subsequently, Pd nanoparticles were grafted onto the dendrimer-modified SWCNTs in aqueous solution of PdCl<sub>4</sub><sup>2−</sup> and NaBH<sub>4</sub> (see sample 1 in <xref ref-type="fig" rid="f14-sensors-11-00825">Figure 14</xref>). This sample further underwent a pyrolysis (200 °C, 12 h) to remove the dendrimers (see sample 2 in <xref ref-type="fig" rid="f14-sensors-11-00825">Figure 14</xref>).</p>
<p>A control sample, where Pd nanoparticles were directly grafted on SWCNTs without dendrimers, were also prepared and Pd nanoparticles appeared to be scarcely formed on its surface. On the other hand, both samples 1 and 2 showed high densities of Pd nanoparticles, confirming the efficacy of the SWCNT modification and nanoparticle-grafting processes. It was believed that the larger nanoparticle size for sample 2 is due to the agglomeration of adjacent nanoparticles during annealing at the elevated temperature (200 °C). Both samples showed normal response behaviors, in which resistance increased upon exposure to H<sub>2</sub>. Comparing the two samples, sample 2 exhibited a higher sensitivity (25%) and a slightly longer response time (7 s) than those of sample 1 to the same H<sub>2</sub> concentration (10,000 ppm). Because both samples behaved like a normal resistance-based H<sub>2</sub> sensor, the possibility of engagement of break junctions between Pd nanoparticles should be ruled out. Instead, interactions between the Pd nanoparticles and SWCNTs are the most likely mechanisms to generate such output signals. In this respect, the two samples see different environments and respond differently to H<sub>2</sub>, mainly depending on the presence or absence of dendrimer layer. It is difficult to transfer absorbed electrons from Pd nanoparticles to SWCNTs due to the dielectric layer in-between them (sample 1). Thus, the dipole moment formation mediated by dendrimers is more likely to be a main player in sample 1. Once dipole moments are formed across the dendrimer layer in response to H<sub>2</sub> absorption, the mobility of majority carriers in SWCNTs becomes lower, leading to an increase in resistance. The response time is short because the dipole moments are formed quickly and the sensitivity is rather small because the influence of this phenomenon is not strong. By contrast, the direct electron transfer is possible in sample 2 since Pd nanoparticles are in contact with SWCNTs. Hence, the absorbed hydrogen atoms lower the work function of the Pd nanoparticles and ease the electron transfer from the nanoparticles to SWCNTs. This consequently decreases the hole-carrier density of the p-type SWCNTs, resulting in the resistance increase. Owing to the direct nature and atom level resolution of this mechanism, the sensitivity is high and detection limit is extremely low.</p>
<p>As shown in <xref ref-type="fig" rid="f15-sensors-11-00825">Figure 15</xref>, the response curve of sample 2 is clear and the sensitivity reaches 2.3% at H<sub>2</sub> concentration as low as 100 ppm, which is much higher than that of Pd nanowires. The detection limit of 10 ppm H<sub>2</sub> in air was achieved using the sample 2.</p></sec></sec>
<sec sec-type="conclusions">
<label>6.</label>
<title>Conclusions</title>
<p>Pd-based hydrogen sensing has been extensively investigated over the past four decades. More recently, the performance of hydrogen sensors has been greatly improved by the use of various Pd nanostructures, which was stimulated by the advancement of nanotechnology. Low-dimensional Pd nanostructures such as Pd thin films, Pd nanowires, and Pd nanoparticles have emerged to meet the requirement of fast, sensitive, and reliable detection of hydrogen gas. Although the nanostructures have many advantages, primarily due to the high surface-to-volume ratio, the manufacturability of hydrogen sensors based on them should be also considered for the practical use of the nanostructured sensors. Hydrogen sensors employing Pd nanostructures have unique attributes and issues that depend on the dimensionality of the nanostructures.</p>
<p>Two-dimensional Pd thin films suffer from structural deformations and hysteretic resistance behaviors although they are the easiest nanostructures to fabricate. These issues hinder the use of Pd films for sensing hydrogen reproducibly and in a scalable way. Use of a proper buffer layer or addition of small amount of second element to Pd can remedy the issues, accompanying the modulated properties such as decreased sensitivity and accelerated response. However, these modified Pd films are confronted with response time and hydrogen detection limit limitations. One-dimensional Pd nanowires show excellent sensor properties in aspects such as hydrogen-sensing scalability, response time, and hydrogen detection limit. However, these nanostructures are difficult to fabricate and their sensitivities fall short of those of Pd thin films. Pd nanoparticles can satisfy almost all the requirements such as high sensitivity, fast response, scalable detection of hydrogen, and low detection limit, if complementary structures are properly chosen.</p></sec></body>
<back>
<ack>
<p>This work was supported by Priority Research Centers Program (2009-0093823) through the National Research Foundation of Korea (NRF).</p></ack>
<ref-list>
<title>References and Notes</title>
<ref id="b1-sensors-11-00825"><label>1.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Jacobson</surname><given-names>M.Z.</given-names></name><name><surname>Colella</surname><given-names>W.G.</given-names></name><name><surname>Golden</surname><given-names>D.M.</given-names></name></person-group><article-title>Cleaning the air and improving health with hydrogen fuel-cell vehicles</article-title><source>Science</source><year>2005</year><volume>308</volume><fpage>1901</fpage><lpage>1905</lpage><pub-id pub-id-type="doi">10.1126/science.1109157</pub-id><pub-id pub-id-type="pmid">15976300</pub-id></citation></ref>
<ref id="b2-sensors-11-00825"><label>2.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Liekhus</surname><given-names>K.J.</given-names></name><name><surname>Zlochower</surname><given-names>I.A.</given-names></name><name><surname>Cashdollar</surname><given-names>K.L.</given-names></name><name><surname>Djordjevic</surname><given-names>S.M.</given-names></name><name><surname>Loehr</surname><given-names>C.A.</given-names></name></person-group><article-title>Flammability of gas mixtures containing volatile organic compounds and hydrogen</article-title><source>J. Loss Prev. Process Ind</source><year>2000</year><volume>13</volume><fpage>377</fpage><lpage>384</lpage><pub-id pub-id-type="doi">10.1016/S0950-4230(99)00034-0</pub-id></citation></ref>
<ref id="b3-sensors-11-00825"><label>3.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Favier</surname><given-names>F.</given-names></name></person-group><article-title>Nanogaps for sensing</article-title><source>Procedia Chem</source><year>2009</year><volume>1</volume><fpage>746</fpage><lpage>749</lpage><pub-id pub-id-type="doi">10.1016/j.proche.2009.07.186</pub-id></citation></ref>
<ref id="b4-sensors-11-00825"><label>4.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cherevko</surname><given-names>S.</given-names></name><name><surname>Kulyk</surname><given-names>N.</given-names></name><name><surname>Fu</surname><given-names>J.</given-names></name><name><surname>Chung</surname><given-names>C.</given-names></name></person-group><article-title>Hydrogen sensing performance of electrodeposited conoidal palladium nanowire and nanotube arrays</article-title><source>Sens. Actuat. B</source><year>2009</year><volume>136</volume><fpage>388</fpage><lpage>391</lpage><pub-id pub-id-type="doi">10.1016/j.snb.2008.12.016</pub-id></citation></ref>
<ref id="b5-sensors-11-00825"><label>5.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yang</surname><given-names>F.</given-names></name><name><surname>Taggart</surname><given-names>D.</given-names></name><name><surname>Penner</surname><given-names>R.</given-names></name></person-group><article-title>Joule-heating a Palladium nanowire sensor for accelerated response and recovery to hydrogen gas</article-title><source>Small</source><year>2010</year><volume>6</volume><fpage>1422</fpage><lpage>1429</lpage><pub-id pub-id-type="doi">10.1002/smll.201000145</pub-id><pub-id pub-id-type="pmid">20564483</pub-id></citation></ref>
<ref id="b6-sensors-11-00825"><label>6.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yang</surname><given-names>F.</given-names></name><name><surname>Kung</surname><given-names>S.</given-names></name><name><surname>Cheng</surname><given-names>M.</given-names></name><name><surname>Hemminger</surname><given-names>J.</given-names></name><name><surname>Penner</surname><given-names>R.</given-names></name></person-group><article-title>Smaller is faster and more sensitive: The effect of wire size on the detection of hydrogen by single Palladium nanowires</article-title><source>ACS Nano</source><year>2010</year><volume>4</volume><fpage>5233</fpage><lpage>5244</lpage><pub-id pub-id-type="doi">10.1021/nn101475c</pub-id><pub-id pub-id-type="pmid">20707318</pub-id></citation></ref>
<ref id="b7-sensors-11-00825"><label>7.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ferrara</surname><given-names>V.L.</given-names></name><name><surname>Alfano</surname><given-names>B.</given-names></name><name><surname>Massera</surname><given-names>E.</given-names></name><name><surname>Francia</surname><given-names>G.D.</given-names></name></person-group><article-title>Palladium nanowires assembly by dielectrophoresis investigated as hydrogen sensors</article-title><source>IEEE Trans. Nanotech</source><year>2008</year><volume>7</volume><fpage>776</fpage><lpage>781</lpage><pub-id pub-id-type="doi">10.1109/TNANO.2008.926333</pub-id></citation></ref>
<ref id="b8-sensors-11-00825"><label>8.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ibanez</surname><given-names>F.J.</given-names></name><name><surname>Zamborini</surname><given-names>F.P.</given-names></name></person-group><article-title>Ozone- and thermally activated films of Palladium monolayer-protected clusters for chemiresistive hydrogen sensing</article-title><source>Langmuir</source><year>2006</year><volume>22</volume><fpage>9789</fpage><lpage>9796</lpage><pub-id pub-id-type="doi">10.1021/la0617309</pub-id><pub-id pub-id-type="pmid">17073513</pub-id></citation></ref>
<ref id="b9-sensors-11-00825"><label>9.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sun</surname><given-names>Y.</given-names></name><name><surname>Wang</surname><given-names>H.H.</given-names></name></person-group><article-title>Electrodeposition of Pd nanoparticles on single-walled carbon nanotubes for flexible hydrogen sensors</article-title><source>Appl. Phys. Lett</source><year>2007</year><volume>90</volume><fpage>213107</fpage><lpage>213113</lpage><pub-id pub-id-type="doi">10.1063/1.2742596</pub-id></citation></ref>
<ref id="b10-sensors-11-00825"><label>10.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Schlecht</surname><given-names>U.</given-names></name><name><surname>Balasubramanian</surname><given-names>K.</given-names></name><name><surname>Burghard</surname><given-names>M.</given-names></name><name><surname>Kern</surname><given-names>K.</given-names></name></person-group><article-title>Electrochemically decorated carbon nanotubes for hydrogen sensing</article-title><source>Appl. Surf. Sci</source><year>2007</year><volume>253</volume><fpage>8394</fpage><lpage>8397</lpage><pub-id pub-id-type="doi">10.1016/j.apsusc.2007.04.004</pub-id></citation></ref>
<ref id="b11-sensors-11-00825"><label>11.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sun</surname><given-names>Y.</given-names></name><name><surname>Wang</surname><given-names>H.H.</given-names></name><name><surname>Xia</surname><given-names>M.</given-names></name></person-group><article-title>Single-walled carbon nanotubes modified with Pd nanoparticles: Unique building blocks for high-performance, flexible hydrogen sensors</article-title><source>J. Phys. Chem. C</source><year>2008</year><volume>112</volume><fpage>1250</fpage><lpage>1259</lpage><pub-id pub-id-type="doi">10.1021/jp076965n</pub-id></citation></ref>
<ref id="b12-sensors-11-00825"><label>12.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Katsuki</surname><given-names>A.</given-names></name><name><surname>Fukui</surname><given-names>K.</given-names></name></person-group><article-title>H<sub>2</sub> selective gas sensor based on SnO<sub>2</sub></article-title><source>Sens. Actuat. B</source><year>1998</year><volume>52</volume><fpage>30</fpage><lpage>37</lpage><pub-id pub-id-type="doi">10.1016/S0925-4005(98)00252-4</pub-id></citation></ref>
<ref id="b13-sensors-11-00825"><label>13.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bakker</surname><given-names>E.</given-names></name><name><surname>Telting-Diaz</surname><given-names>M.</given-names></name></person-group><article-title>Electrochemical sensors</article-title><source>Anal. Chem</source><year>2002</year><volume>74</volume><fpage>2781</fpage><lpage>2800</lpage><pub-id pub-id-type="doi">10.1021/ac0202278</pub-id><pub-id pub-id-type="pmid">12090665</pub-id></citation></ref>
<ref id="b14-sensors-11-00825"><label>14.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lundström</surname><given-names>I.</given-names></name><name><surname>Shivaraman</surname><given-names>S.</given-names></name><name><surname>Svensson</surname><given-names>C.</given-names></name><name><surname>Lundkvist</surname><given-names>L.</given-names></name></person-group><article-title>A hydrogen-sensitive MOS field effect transistor</article-title><source>Appl. Phys. Lett</source><year>1975</year><volume>26</volume><fpage>55</fpage><lpage>57</lpage><pub-id pub-id-type="doi">10.1063/1.88053</pub-id></citation></ref>
<ref id="b15-sensors-11-00825"><label>15.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Johansson</surname><given-names>M.</given-names></name><name><surname>Lundström</surname><given-names>I.</given-names></name><name><surname>Ekedahl</surname><given-names>L.G.</given-names></name></person-group><article-title>Bridging the pressure gap for palladium metal-insulator-semiconductor hydrogen sensors in oxygen containing environments</article-title><source>J. Appl. Phys</source><year>1998</year><volume>84</volume><fpage>44</fpage><lpage>51</lpage><pub-id pub-id-type="doi">10.1063/1.368000</pub-id></citation></ref>
<ref id="b16-sensors-11-00825"><label>16.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Liu</surname><given-names>W.</given-names></name><name><surname>Pan</surname><given-names>H.</given-names></name><name><surname>Chen</surname><given-names>H.</given-names></name><name><surname>Lin</surname><given-names>K.</given-names></name><name><surname>Wang</surname><given-names>C.</given-names></name></person-group><article-title>Comparative hydrogen-sensing study of Pd/GaAs and Pd/InP metal-oxide-semiconductor Schottky diodes</article-title><source>J. Appl. Phys</source><year>2001</year><volume>40</volume><fpage>6254</fpage><lpage>6259</lpage><pub-id pub-id-type="doi">10.1143/JJAP.40.6254</pub-id></citation></ref>
<ref id="b17-sensors-11-00825"><label>17.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lu</surname><given-names>C.T.</given-names></name><name><surname>Lin</surname><given-names>K.W.</given-names></name><name><surname>Chen</surname><given-names>H.I.</given-names></name><name><surname>Chuang</surname><given-names>H.M.</given-names></name><name><surname>Chen</surname><given-names>C.Y.</given-names></name><name><surname>Liu</surname><given-names>W.C.</given-names></name></person-group><article-title>A new Pd-oxide-Al<sub>0.3</sub>Ga<sub>0.7</sub>As MOS hydrogen sensor</article-title><source>IEEE Electron. Dev. Lett</source><year>2003</year><volume>24</volume><fpage>390</fpage><lpage>392</lpage><pub-id pub-id-type="doi">10.1109/LED.2003.813354</pub-id></citation></ref>
<ref id="b18-sensors-11-00825"><label>18.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kang</surname><given-names>B.S.</given-names></name><name><surname>Ren</surname><given-names>F.</given-names></name><name><surname>Gila</surname><given-names>B.P.</given-names></name><name><surname>Abernathy</surname><given-names>C.R.</given-names></name><name><surname>Pearton</surname><given-names>S.J.</given-names></name></person-group><article-title>AlGaN/GaN-based metal-oxide-semiconductor diode-based hydrogen gas sensor</article-title><source>Appl. Phys. Lett</source><year>2004</year><volume>84</volume><fpage>1123</fpage><lpage>1125</lpage><pub-id pub-id-type="doi">10.1063/1.1648134</pub-id></citation></ref>
<ref id="b19-sensors-11-00825"><label>19.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Fang</surname><given-names>Y.K.</given-names></name><name><surname>Hwang</surname><given-names>S.B.</given-names></name><name><surname>Lin</surname><given-names>C.Y.</given-names></name><name><surname>Lee</surname><given-names>C.C.</given-names></name></person-group><article-title>Trench Pd/Si metal-oxide-semiconductor Schottky barrier diode for a high sensitivity hydrogen gas sensor</article-title><source>Appl. Phys. Lett</source><year>2009</year><volume>57</volume><fpage>2686</fpage><lpage>2688</lpage></citation></ref>
<ref id="b20-sensors-11-00825"><label>20.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cheng</surname><given-names>C.C.</given-names></name><name><surname>Tsai</surname><given-names>Y.Y.</given-names></name><name><surname>Lin</surname><given-names>K.W.</given-names></name><name><surname>Chen</surname><given-names>H.I.</given-names></name><name><surname>Hsu</surname><given-names>W.H.</given-names></name><name><surname>Hung</surname><given-names>C.W.</given-names></name><name><surname>Liu</surname><given-names>R.C.</given-names></name><name><surname>Liu</surname><given-names>W.C.</given-names></name></person-group><article-title>Pd-oxide-Al<sub>0.24</sub>Ga<sub>0.76</sub>As (MOS) high electron mobility transistor (HEMT)-based hydrogen sensor</article-title><source>IEEE Sens. J</source><year>2006</year><volume>6</volume><fpage>287</fpage><lpage>292</lpage><pub-id pub-id-type="doi">10.1109/JSEN.2006.870157</pub-id></citation></ref>
<ref id="b21-sensors-11-00825"><label>21.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cheng</surname><given-names>C.C.</given-names></name><name><surname>Tsai</surname><given-names>Y.Y.</given-names></name><name><surname>Lin</surname><given-names>K.W.</given-names></name><name><surname>Chen</surname><given-names>H.I.</given-names></name><name><surname>Hsu</surname><given-names>W.H.</given-names></name><name><surname>Hong</surname><given-names>C.W.</given-names></name><name><surname>Liu</surname><given-names>W.C.</given-names></name></person-group><article-title>Characteristics of a Pd-oxide-In<sub>0.49</sub>Ga<sub>0.51</sub>P high electron mobility transistor (HEMT)-based hydrogen sensor</article-title><source>Sens. Actuat. B</source><year>2006</year><volume>113</volume><fpage>29</fpage><lpage>35</lpage><pub-id pub-id-type="doi">10.1016/j.snb.2005.02.019</pub-id></citation></ref>
<ref id="b22-sensors-11-00825"><label>22.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hung</surname><given-names>C.</given-names></name><name><surname>Lin</surname><given-names>H.</given-names></name><name><surname>Chen</surname><given-names>H.</given-names></name><name><surname>Tsai</surname><given-names>Y.</given-names></name><name><surname>Lai</surname><given-names>P.</given-names></name><name><surname>Fu</surname><given-names>S.</given-names></name><name><surname>Chuang</surname><given-names>H.</given-names></name><name><surname>Liu</surname><given-names>W.</given-names></name></person-group><article-title>Comprehensive study of a Pd-GaAs high electron mobility transistor (HEMT)-based hydrogen sensor</article-title><source>Sens. Actuat. B</source><year>2007</year><volume>122</volume><fpage>81</fpage><lpage>88</lpage><pub-id pub-id-type="doi">10.1016/j.snb.2006.05.007</pub-id></citation></ref>
<ref id="b23-sensors-11-00825"><label>23.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kang</surname><given-names>B.S.</given-names></name><name><surname>Wang</surname><given-names>H.T.</given-names></name><name><surname>Ren</surname><given-names>F.</given-names></name><name><surname>Pearton</surname><given-names>S.J.</given-names></name><name><surname>Morey</surname><given-names>T.E.</given-names></name><name><surname>Dennis</surname><given-names>D.M.</given-names></name><name><surname>Johnson</surname><given-names>J.W.</given-names></name><name><surname>Rajagopal</surname><given-names>P.</given-names></name><name><surname>Roberts</surname><given-names>J.C.</given-names></name><name><surname>Piner</surname><given-names>E.L.</given-names></name><name><surname>Linthicum</surname><given-names>K.J.</given-names></name></person-group><article-title>Enzymatic glucose detection using ZnO nanorods on the gate region of AlGaN/GaN high electron mobility transistors</article-title><source>Appl. Phys. Lett</source><year>2007</year><volume>91</volume><fpage>252103</fpage><lpage>252105</lpage><pub-id pub-id-type="doi">10.1063/1.2825574</pub-id></citation></ref>
<ref id="b24-sensors-11-00825"><label>24.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yu</surname><given-names>X.</given-names></name><name><surname>Li</surname><given-names>C.</given-names></name><name><surname>Low</surname><given-names>Z.N.</given-names></name><name><surname>Lin</surname><given-names>J.</given-names></name><name><surname>Anderson</surname><given-names>T.J.</given-names></name><name><surname>Wang</surname><given-names>H.T.</given-names></name><name><surname>Ren</surname><given-names>F.</given-names></name><name><surname>Wang</surname><given-names>Y.L.</given-names></name><name><surname>Chang</surname><given-names>C.Y.</given-names></name><name><surname>Pearton</surname><given-names>S.J.</given-names></name><name><surname>Hsu</surname><given-names>C.H.</given-names></name><name><surname>Osinsky</surname><given-names>A.</given-names></name><name><surname>Dabiran</surname><given-names>A.</given-names></name><name><surname>Chow</surname><given-names>P.</given-names></name><name><surname>Balaban</surname><given-names>C.</given-names></name><name><surname>Painter</surname><given-names>J.</given-names></name></person-group><article-title>Wireless hydrogen sensor network using AlGaN/GaN high electron mobility transistor differential diode sensors</article-title><source>Sens. Actuat. B</source><year>2008</year><volume>135</volume><fpage>188</fpage><lpage>194</lpage><pub-id pub-id-type="doi">10.1016/j.snb.2008.08.005</pub-id></citation></ref>
<ref id="b25-sensors-11-00825"><label>25.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Anderson</surname><given-names>T.</given-names></name><name><surname>Ren</surname><given-names>F.</given-names></name><name><surname>Pearton</surname><given-names>S.</given-names></name><name><surname>Kang</surname><given-names>B.S.</given-names></name><name><surname>Wang</surname><given-names>H.T.</given-names></name><name><surname>Chang</surname><given-names>C.Y.</given-names></name><name><surname>Lin</surname><given-names>J.</given-names></name></person-group><article-title>Advances in hydrogen, carbon dioxide, and hydrocarbon gas sensor technology using GaN and ZnO-based devices</article-title><source>Sensors</source><year>2009</year><volume>9</volume><fpage>4669</fpage><lpage>4694</lpage><pub-id pub-id-type="doi">10.3390/s90604669</pub-id><pub-id pub-id-type="pmid">22408548</pub-id></citation></ref>
<ref id="b26-sensors-11-00825"><label>26.</label><citation citation-type="book"><person-group person-group-type="author"><name><surname>Lewis</surname><given-names>F.A.</given-names></name></person-group><source>The Palladium Hydrogen System</source><publisher-name>Academic Press</publisher-name><publisher-loc>London, UK</publisher-loc><year>1967</year></citation></ref>
<ref id="b27-sensors-11-00825"><label>27.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kolb</surname><given-names>G.</given-names></name><name><surname>Zapf</surname><given-names>R.</given-names></name><name><surname>Hessel</surname><given-names>V.</given-names></name><name><surname>Löwe</surname><given-names>H.</given-names></name></person-group><article-title>Propane steam reforming in micro-channels—results from catalyst screening and optimization</article-title><source>Appl. Catal. A</source><year>2004</year><volume>277</volume><fpage>155</fpage><lpage>166</lpage><pub-id pub-id-type="doi">10.1016/j.apcata.2004.09.007</pub-id></citation></ref>
<ref id="b28-sensors-11-00825"><label>28.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Züttel</surname><given-names>A.</given-names></name><name><surname>Wenger</surname><given-names>P.</given-names></name><name><surname>Sudan</surname><given-names>P.</given-names></name><name><surname>Mauron</surname><given-names>P</given-names></name><name><surname>Orimo</surname><given-names>S.I.</given-names></name></person-group><article-title>Hydrogen density in nanostructured carbon, metals and complex materials</article-title><source>Mater. Sci. Eng. B</source><year>2004</year><volume>108</volume><fpage>9</fpage><lpage>18</lpage><pub-id pub-id-type="doi">10.1016/j.mseb.2003.10.087</pub-id></citation></ref>
<ref id="b29-sensors-11-00825"><label>29.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kishorea</surname><given-names>S.</given-names></name><name><surname>Nelsonb</surname><given-names>J.A.</given-names></name><name><surname>Adairb</surname><given-names>J.H.</given-names></name><name><surname>Eklund</surname><given-names>P.C.</given-names></name></person-group><article-title>Hydrogen storage in spherical and platelet palladium nanoparticles</article-title><source>J. Alloys Compd</source><year>2005</year><volume>389</volume><fpage>234</fpage><lpage>242</lpage><pub-id pub-id-type="doi">10.1016/j.jallcom.2004.06.105</pub-id></citation></ref>
<ref id="b30-sensors-11-00825"><label>30.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zacharia</surname><given-names>R.</given-names></name><name><surname>Kim</surname><given-names>K.Y.</given-names></name><name><surname>Kibria</surname><given-names>A.K.M.F.</given-names></name><name><surname>Nahm</surname><given-names>K.S.</given-names></name></person-group><article-title>Enhancement of hydrogen storage capacity of carbon nanotubes via spill-over from vanadium and palladium nanoparticles</article-title><source>Chem. Phys. Lett</source><year>2005</year><volume>412</volume><fpage>369</fpage><lpage>375</lpage><pub-id pub-id-type="doi">10.1016/j.cplett.2005.07.020</pub-id></citation></ref>
<ref id="b31-sensors-11-00825"><label>31.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Strukul</surname><given-names>G.</given-names></name><name><surname>Gavagnin</surname><given-names>R.</given-names></name><name><surname>Pinna</surname><given-names>F.</given-names></name><name><surname>Modaferri</surname><given-names>E.</given-names></name><name><surname>Perathoner</surname><given-names>S.</given-names></name><name><surname>Centi</surname><given-names>G.</given-names></name><name><surname>Marella</surname><given-names>M.</given-names></name><name><surname>Tomaselli</surname><given-names>M.</given-names></name></person-group><article-title>Use of palladium based catalysts in the hydrogenation of nitrates in drinking water: From powders to membranes</article-title><source>Catal. Today</source><year>2000</year><volume>55</volume><fpage>139</fpage><lpage>149</lpage><pub-id pub-id-type="doi">10.1016/S0920-5861(99)00233-3</pub-id></citation></ref>
<ref id="b32-sensors-11-00825"><label>32.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Dittmeyer</surname><given-names>R.</given-names></name><name><surname>Höllein</surname><given-names>V.</given-names></name><name><surname>Daub</surname><given-names>K.</given-names></name></person-group><article-title>Membrane reactors for hydrogenation and dehydrogenation processes based on supported palladium</article-title><source>J. Mol. Catal. A</source><year>2001</year><volume>173</volume><fpage>135</fpage><lpage>184</lpage><pub-id pub-id-type="doi">10.1016/S1381-1169(01)00149-2</pub-id></citation></ref>
<ref id="b33-sensors-11-00825"><label>33.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yamauchi</surname><given-names>M.</given-names></name><name><surname>Ikeda</surname><given-names>R.</given-names></name><name><surname>Kitagawa</surname><given-names>H.</given-names></name><name><surname>Takata</surname><given-names>M.</given-names></name></person-group><article-title>Nanosize effects on hydrogen storage in Palladium</article-title><source>ACS Nano</source><year>2008</year><volume>112</volume><fpage>3294</fpage><lpage>3299</lpage></citation></ref>
<ref id="b34-sensors-11-00825"><label>34.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sekimoto</surname><given-names>S.</given-names></name><name><surname>Nakagawa</surname><given-names>H.</given-names></name><name><surname>Okazaki</surname><given-names>S.</given-names></name><name><surname>Fukuda</surname><given-names>K.</given-names></name><name><surname>Asakura</surname><given-names>S.</given-names></name><name><surname>Shigemori</surname><given-names>T.</given-names></name><name><surname>Takahashi</surname><given-names>S.</given-names></name></person-group><article-title>A fiber-optic evanescent-wave hydrogen gas sensor using palladium-supported tungsten oxide</article-title><source>Sens. Actuat. B</source><year>2000</year><volume>66</volume><fpage>142</fpage><lpage>145</lpage><pub-id pub-id-type="doi">10.1016/S0925-4005(00)00330-0</pub-id></citation></ref>
<ref id="b35-sensors-11-00825"><label>35.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Roy</surname><given-names>S.</given-names></name><name><surname>Jacob</surname><given-names>C.</given-names></name><name><surname>Basu</surname><given-names>S.</given-names></name></person-group><article-title>Studies on Pd/3C-SiC Schottky junction hydrogen sensors at high temperature</article-title><source>Sens. Actuat. B</source><year>2003</year><volume>94</volume><fpage>298</fpage><lpage>303</lpage><pub-id pub-id-type="doi">10.1016/S0925-4005(03)00380-0</pub-id></citation></ref>
<ref id="b36-sensors-11-00825"><label>36.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tabib-Azar</surname><given-names>M.</given-names></name><name><surname>Sutapun</surname><given-names>B.</given-names></name><name><surname>Petrick</surname><given-names>R.</given-names></name><name><surname>Kazemi</surname><given-names>A.</given-names></name></person-group><article-title>Highly sensitive hydrogen sensors using palladium coated fiber optics with exposed cores and evanescent field interactions</article-title><source>Sens. Actuat. B</source><year>1999</year><volume>56</volume><fpage>158</fpage><lpage>163</lpage><pub-id pub-id-type="doi">10.1016/S0925-4005(99)00177-X</pub-id></citation></ref>
<ref id="b37-sensors-11-00825"><label>37.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Flanagan</surname><given-names>T.B.</given-names></name><name><surname>Oates</surname><given-names>W.A.</given-names></name></person-group><article-title>The palladium-hydrogen system</article-title><source>Annu. Rev. Mater. Sci</source><year>1991</year><volume>21</volume><fpage>269</fpage><lpage>304</lpage><pub-id pub-id-type="doi">10.1146/annurev.ms.21.080191.001413</pub-id></citation></ref>
<ref id="b38-sensors-11-00825"><label>38.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Frazier</surname><given-names>G.A.</given-names></name><name><surname>Glosser</surname><given-names>R.</given-names></name></person-group><article-title>Characterization of thin films of the palladium-hydrogen system</article-title><source>Less-Common Met</source><year>1980</year><volume>74</volume><fpage>89</fpage><lpage>96</lpage><pub-id pub-id-type="doi">10.1016/0022-5088(80)90077-6</pub-id></citation></ref>
<ref id="b39-sensors-11-00825"><label>39.</label><citation citation-type="book"><person-group person-group-type="author"><name><surname>Way</surname><given-names>J.D.</given-names></name><name><surname>Thoen</surname><given-names>P.M.</given-names></name></person-group><source>Palladium/Copper Alloy Composite Membranes for High Temperature Hydrogen Separation</source><comment>Final Technical Progress Report;</comment><publisher-name>Energy Citations Database (ECD):</publisher-name><publisher-loc>Washington, DC, USA</publisher-loc><day>31</day><month>August</month><year>2006</year></citation></ref>
<ref id="b40-sensors-11-00825"><label>40.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cheng</surname><given-names>Y.T.</given-names></name><name><surname>Li</surname><given-names>Y.</given-names></name><name><surname>Lisi</surname><given-names>D.</given-names></name><name><surname>Wang</surname><given-names>W.M.</given-names></name></person-group><article-title>Preparation and characterization of Pd/Ni thin films for hydrogen sensing</article-title><source>Sens. Actuat. B</source><year>1996</year><volume>30</volume><fpage>11</fpage><lpage>16</lpage><pub-id pub-id-type="doi">10.1016/0925-4005(95)01734-D</pub-id></citation></ref>
<ref id="b41-sensors-11-00825"><label>41.</label><citation citation-type="confproc"><person-group person-group-type="author"><name><surname>Lieberman</surname><given-names>R.A.</given-names></name><name><surname>Beshay</surname><given-names>M.H.</given-names></name></person-group><article-title>Safe detector system for hydrogen leaks</article-title><conf-name>Proceedings of 2010 DOE Hydrogen Program Annual Merit Review and Peer Evaluation</conf-name><conf-loc>Washington, DC, USA</conf-loc><conf-date>7–11 June 2010</conf-date></citation></ref>
<ref id="b42-sensors-11-00825"><label>42.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Maier</surname><given-names>R.R.J.</given-names></name><name><surname>Jones</surname><given-names>B.J.S.</given-names></name><name><surname>Barton</surname><given-names>J.S.</given-names></name><name><surname>McCulloch</surname><given-names>S.</given-names></name><name><surname>Allsop</surname><given-names>T.</given-names></name><name><surname>Jones</surname><given-names>J.D.C.</given-names></name><name><surname>Bennion</surname><given-names>I.</given-names></name></person-group><article-title>Fibre optics in palladium-based hydrogen sensing</article-title><source>J. Opt. A Pure Appl. Opt</source><year>2007</year><volume>9</volume><fpage>S45</fpage><lpage>S59</lpage><pub-id pub-id-type="doi">10.1088/1464-4258/9/6/S08</pub-id></citation></ref>
<ref id="b43-sensors-11-00825"><label>43.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Okuhara</surname><given-names>Y.</given-names></name><name><surname>Takata</surname><given-names>M.</given-names></name></person-group><article-title>Recovery characteristics of optical hydrogen sensor using Pd thin film: Behaviour of three-stage hydrogen desorption</article-title><source>Bull. Mater. Sci</source><year>1999</year><volume>22</volume><fpage>85</fpage><lpage>87</lpage><pub-id pub-id-type="doi">10.1007/BF02745558</pub-id></citation></ref>
<ref id="b44-sensors-11-00825"><label>44.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Shim</surname><given-names>J.Y.</given-names></name><name><surname>Lee</surname><given-names>J.D.</given-names></name><name><surname>Jin</surname><given-names>J.M.</given-names></name><name><surname>Cheong</surname><given-names>H.</given-names></name></person-group><article-title>Comparison of Pd, Pt and Pt/Pd as catalysts for hydrogen sensor films</article-title><source>J. Korean Phys. Soc</source><year>2009</year><volume>55</volume><fpage>2693</fpage><lpage>2696</lpage><pub-id pub-id-type="doi">10.3938/jkps.55.2693</pub-id></citation></ref>
<ref id="b45-sensors-11-00825"><label>45.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Patton</surname><given-names>J.F.</given-names></name><name><surname>Hunter</surname><given-names>S.R.</given-names></name><name><surname>Sepaniak</surname><given-names>M.J.</given-names></name><name><surname>Daskos</surname><given-names>P.G.</given-names></name><name><surname>Smith</surname><given-names>D.B.</given-names></name></person-group><article-title>Rapid response microsensor for hydrogen detection using nanostructured palladium films</article-title><source>Sens. Actuat. A</source><year>2010</year><volume>163</volume><fpage>464</fpage><lpage>470</lpage><pub-id pub-id-type="doi">10.1016/j.sna.2010.08.025</pub-id></citation></ref>
<ref id="b46-sensors-11-00825"><label>46.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chou</surname><given-names>Y.I.</given-names></name><name><surname>Chiang</surname><given-names>H.C.</given-names></name><name><surname>Wang</surname><given-names>C.C.</given-names></name></person-group><article-title>Study on Pd functionalization of microcantilever for hydrogen detection promotion</article-title><source>Sens. Actuat. B</source><year>2008</year><volume>129</volume><fpage>72</fpage><lpage>78</lpage><pub-id pub-id-type="doi">10.1016/j.snb.2007.07.072</pub-id></citation></ref>
<ref id="b47-sensors-11-00825"><label>47.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Baselt</surname><given-names>D.R.</given-names></name><name><surname>Fruhberger</surname><given-names>B.</given-names></name><name><surname>Klaassen</surname><given-names>E.</given-names></name><name><surname>Cemalovic</surname><given-names>S.</given-names></name><name><surname>Britton</surname><given-names>C.L.</given-names></name><name><surname>Patel</surname><given-names>S.V.</given-names></name><name><surname>Mlsna</surname><given-names>T.E.</given-names></name><name><surname>Warmack</surname><given-names>D.M.B.</given-names></name></person-group><article-title>Design and performance of a microcantilever-based hydrogen</article-title><source>Sens. Actuat. B</source><year>2003</year><volume>88</volume><fpage>120</fpage><lpage>131</lpage><pub-id pub-id-type="doi">10.1016/S0925-4005(02)00315-5</pub-id></citation></ref>
<ref id="b48-sensors-11-00825"><label>48.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Fabre</surname><given-names>A.</given-names></name><name><surname>Finot</surname><given-names>E.</given-names></name><name><surname>Demoment</surname><given-names>J.</given-names></name><name><surname>Contreras</surname><given-names>S.</given-names></name></person-group><article-title>Monitoring the chemical changes in Pd induced by hydrogen absorption using microcantilevers</article-title><source>Ultramicroscopy</source><year>2003</year><volume>97</volume><fpage>425</fpage><lpage>432</lpage><pub-id pub-id-type="doi">10.1016/S0304-3991(03)00070-6</pub-id><pub-id pub-id-type="pmid">12801698</pub-id></citation></ref>
<ref id="b49-sensors-11-00825"><label>49.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cabrera</surname><given-names>A.L.</given-names></name><name><surname>Aguayo-Soto</surname><given-names>R.</given-names></name></person-group><article-title>Hydrogen absorption in palladium films sensed by changes in their resistivity</article-title><source>Catalysis Lett</source><year>1997</year><volume>45</volume><fpage>79</fpage><lpage>83</lpage><pub-id pub-id-type="doi">10.1023/A:1019078419537</pub-id></citation></ref>
<ref id="b50-sensors-11-00825"><label>50.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Xu</surname><given-names>T.</given-names></name><name><surname>Zach</surname><given-names>M.P.</given-names></name><name><surname>Xiao</surname><given-names>Z.L.</given-names></name><name><surname>Rosenmann</surname><given-names>D.</given-names></name><name><surname>Welp</surname><given-names>U.</given-names></name><name><surname>Kwok</surname><given-names>W.K.</given-names></name><name><surname>Crabtree</surname><given-names>G.W.</given-names></name></person-group><article-title>Self-assembled monolayer-enhanced hydrogen sensing with ultrathin palladium films</article-title><source>Appl. Phys. Lett</source><year>2005</year><volume>86</volume><fpage>2031041</fpage><lpage>2031043</lpage></citation></ref>
<ref id="b51-sensors-11-00825"><label>51.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hughes</surname><given-names>R.C.</given-names></name><name><surname>Schubert</surname><given-names>W.K.</given-names></name></person-group><article-title>Thin films of Pd/Ni alloys for detection of high hydrogen concentrations</article-title><source>J. Appl. Phys</source><year>1992</year><volume>71</volume><fpage>542</fpage><lpage>544</lpage><pub-id pub-id-type="doi">10.1063/1.350646</pub-id></citation></ref>
<ref id="b52-sensors-11-00825"><label>52.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mandelis</surname><given-names>A.</given-names></name><name><surname>Garcia</surname><given-names>J.A.</given-names></name></person-group><article-title>Pd/PVDF thin film hydrogen sensor based on laser-amplitude-modulated optical-transmittance: Dependence on H<sub>2</sub> concentration and device physics</article-title><source>Sens. Actuat. B</source><year>1998</year><volume>49</volume><fpage>258</fpage><lpage>267</lpage><pub-id pub-id-type="doi">10.1016/S0925-4005(98)00137-3</pub-id></citation></ref>
<ref id="b53-sensors-11-00825"><label>53.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhao</surname><given-names>Z.</given-names></name><name><surname>Carpenter</surname><given-names>M.A.</given-names></name><name><surname>Xia</surname><given-names>H.</given-names></name><name><surname>Welch</surname><given-names>D.</given-names></name></person-group><article-title>All-optical hydrogen sensor based on a high alloy content palladium thin film</article-title><source>Sens. Actuat. B</source><year>2006</year><volume>113</volume><fpage>532</fpage><lpage>538</lpage><pub-id pub-id-type="doi">10.1016/j.snb.2005.03.070</pub-id></citation></ref>
<ref id="b54-sensors-11-00825"><label>54.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yun</surname><given-names>M.H.</given-names></name><name><surname>Myung</surname><given-names>N.V.</given-names></name><name><surname>Vasquez</surname><given-names>R.P.</given-names></name><name><surname>Lee</surname><given-names>C.</given-names></name><name><surname>Menke</surname><given-names>E.</given-names></name><name><surname>Penner</surname><given-names>R.M.</given-names></name></person-group><article-title>Electrochemically grown wires for individually addressable sensor arrays</article-title><source>Nano Lett</source><year>2004</year><volume>4</volume><fpage>419</fpage><lpage>422</lpage><pub-id pub-id-type="doi">10.1021/nl035069u</pub-id></citation></ref>
<ref id="b55-sensors-11-00825"><label>55.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Im</surname><given-names>Y.H.</given-names></name><name><surname>Lee</surname><given-names>C.</given-names></name><name><surname>Vasquez</surname><given-names>R.P.</given-names></name><name><surname>Bangar</surname><given-names>M.A.</given-names></name><name><surname>Myung</surname><given-names>N.V.</given-names></name><name><surname>Menke</surname><given-names>E.J.</given-names></name><name><surname>Penner</surname><given-names>R.M.</given-names></name><name><surname>Yun</surname><given-names>M.H.</given-names></name></person-group><article-title>Investigation of a single Pd nanowire for use as a hydrogen sensor</article-title><source>Small</source><year>2006</year><volume>2</volume><fpage>356</fpage><lpage>358</lpage><pub-id pub-id-type="doi">10.1002/smll.200500365</pub-id><pub-id pub-id-type="pmid">17193049</pub-id></citation></ref>
<ref id="b56-sensors-11-00825"><label>56.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Walter</surname><given-names>E.C.</given-names></name><name><surname>Favier</surname><given-names>F.</given-names></name><name><surname>Penner</surname><given-names>R.M.</given-names></name></person-group><article-title>Palladium mesowire arrays for fast hydrogen sensors and hydrogen-actuated switches</article-title><source>Anal. Chem</source><year>2002</year><volume>74</volume><fpage>1546</fpage><lpage>1553</lpage><pub-id pub-id-type="doi">10.1021/ac0110449</pub-id><pub-id pub-id-type="pmid">12033243</pub-id></citation></ref>
<ref id="b57-sensors-11-00825"><label>57.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Atashbar</surname><given-names>M.Z.</given-names></name><name><surname>Banerji</surname><given-names>D.</given-names></name><name><surname>Singamaneni</surname><given-names>S.</given-names></name></person-group><article-title>Room-temperature hydrogen sensor based on palladium nanowires</article-title><source>IEEE Sens. J</source><year>2005</year><volume>5</volume><fpage>792</fpage><lpage>797</lpage><pub-id pub-id-type="doi">10.1109/JSEN.2004.840837</pub-id></citation></ref>
<ref id="b58-sensors-11-00825"><label>58.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kim</surname><given-names>K.T.</given-names></name><name><surname>Sim</surname><given-names>J.</given-names></name><name><surname>Cho</surname><given-names>S.M.</given-names></name></person-group><article-title>Hydrogen gas sensor using Pd nanowires electro-deposited into anodized alumina template</article-title><source>IEEE Sens. J</source><year>2006</year><volume>6</volume><fpage>509</fpage><lpage>513</lpage><pub-id pub-id-type="doi">10.1109/JSEN.2006.874456</pub-id></citation></ref>
<ref id="b59-sensors-11-00825"><label>59.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kong</surname><given-names>J.</given-names></name><name><surname>Chapline</surname><given-names>M.G.</given-names></name><name><surname>Dai</surname><given-names>H.</given-names></name></person-group><article-title>Functionalized carbon nanotubes for molecular hydrogen sensors</article-title><source>Adv. Mater</source><year>2001</year><volume>13</volume><fpage>1384</fpage><lpage>1386</lpage><pub-id pub-id-type="doi">10.1002/1521-4095(200109)13:18&lt;1384::AID-ADMA1384&gt;3.0.CO;2-8</pub-id></citation></ref>
<ref id="b60-sensors-11-00825"><label>60.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mubeen</surname><given-names>S.</given-names></name><name><surname>Zhang</surname><given-names>T.</given-names></name><name><surname>Yoo</surname><given-names>B.</given-names></name><name><surname>Deshusses</surname><given-names>M.A.</given-names></name><name><surname>Myung</surname><given-names>M.V.</given-names></name></person-group><article-title>Palladium nanoparticles decorated single-walled carbon nanotube hydrogen sensor</article-title><source>J. Phys. Chem. C</source><year>2007</year><volume>111</volume><fpage>6321</fpage><lpage>6327</lpage><pub-id pub-id-type="doi">10.1021/jp067716m</pub-id></citation></ref>
<ref id="b61-sensors-11-00825"><label>61.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhao</surname><given-names>Q.</given-names></name><name><surname>Gan</surname><given-names>Z.</given-names></name><name><surname>Zhuang</surname><given-names>Q.</given-names></name></person-group><article-title>Electrochemical sensors based on carbon nanotubes</article-title><source>Electroanalysis</source><year>2002</year><volume>14</volume><fpage>1609</fpage><lpage>1613</lpage><pub-id pub-id-type="doi">10.1002/elan.200290000</pub-id></citation></ref>
<ref id="b62-sensors-11-00825"><label>62.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sun</surname><given-names>Y.</given-names></name><name><surname>Wang</surname><given-names>H.H.</given-names></name></person-group><article-title>High-performance, flexible hydrogen sensors that use carbon nanotubes decorated with Palladium nanoparticles</article-title><source>Adv. Mater</source><year>2007</year><volume>19</volume><fpage>2818</fpage><lpage>2823</lpage><pub-id pub-id-type="doi">10.1002/adma.200602975</pub-id></citation></ref>
<ref id="b63-sensors-11-00825"><label>63.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kolmakov</surname><given-names>A.</given-names></name><name><surname>Klenov</surname><given-names>D.O.</given-names></name><name><surname>Lilach</surname><given-names>Y.</given-names></name><name><surname>Stemmer</surname><given-names>S.</given-names></name><name><surname>Moskovits</surname><given-names>M.</given-names></name></person-group><article-title>Enhanced gas sensing by individual SnO<sub>2</sub> nanowires and nanobelts functionalized with Pd catalyst particles</article-title><source>Nano Lett</source><year>2005</year><volume>5</volume><fpage>667</fpage><lpage>673</lpage><pub-id pub-id-type="doi">10.1021/nl050082v</pub-id><pub-id pub-id-type="pmid">15826106</pub-id></citation></ref>
<ref id="b64-sensors-11-00825"><label>64.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Favier</surname><given-names>F.</given-names></name><name><surname>Walter</surname><given-names>E.C.</given-names></name><name><surname>Zach</surname><given-names>M.P.</given-names></name><name><surname>Benter</surname><given-names>T.</given-names></name><name><surname>Penner</surname><given-names>R.M.</given-names></name></person-group><article-title>Hydrogen sensors and switches from electrodeposited palladium mesowire arrays</article-title><source>Science</source><year>2001</year><volume>293</volume><fpage>2227</fpage><lpage>2231</lpage><pub-id pub-id-type="doi">10.1126/science.1063189</pub-id><pub-id pub-id-type="pmid">11567132</pub-id></citation></ref>
<ref id="b65-sensors-11-00825"><label>65.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Atashbar</surname><given-names>M.Z.</given-names></name><name><surname>Singamaneni</surname><given-names>S.</given-names></name></person-group><article-title>Room temperature gas sensor based on metallic nanowires</article-title><source>Sens. Actuat. B</source><year>2005</year><volume>111</volume><fpage>13</fpage><lpage>21</lpage><pub-id pub-id-type="doi">10.1016/j.snb.2005.07.034</pub-id></citation></ref>
<ref id="b66-sensors-11-00825"><label>66.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Dasari</surname><given-names>R.</given-names></name><name><surname>Zamborini</surname><given-names>F.P.</given-names></name></person-group><article-title>Hydrogen switches and sensors fabricated by combining electropolymerization and Pd electrodeposition at microgap electrodes</article-title><source>J. Am. Chem. Soc</source><year>2008</year><volume>130</volume><fpage>16138</fpage><lpage>16139</lpage><pub-id pub-id-type="doi">10.1021/ja806428y</pub-id><pub-id pub-id-type="pmid">18998678</pub-id></citation></ref>
<ref id="b67-sensors-11-00825"><label>67.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hatakeyama</surname><given-names>Y.</given-names></name><name><surname>Umetsu</surname><given-names>M.</given-names></name><name><surname>Ohara</surname><given-names>S.</given-names></name><name><surname>Kawadai</surname><given-names>F.</given-names></name><name><surname>Takami</surname><given-names>S.</given-names></name><name><surname>Naka</surname><given-names>T.</given-names></name><name><surname>Adschiri</surname><given-names>T.</given-names></name></person-group><article-title>Homogenous spherical mosslike assembly of Pd nanoparticles by using DNA compaction: application of Pd-DNA hybrid materials to volume-expansion hydrogen switches</article-title><source>Adv. Mater</source><year>2008</year><volume>20</volume><fpage>1122</fpage><lpage>1128</lpage><pub-id pub-id-type="doi">10.1002/adma.200701312</pub-id></citation></ref>
<ref id="b68-sensors-11-00825"><label>68.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ohara</surname><given-names>S.</given-names></name><name><surname>Hatakeyama</surname><given-names>Y.</given-names></name><name><surname>Umetsu</surname><given-names>M.</given-names></name><name><surname>Sato</surname><given-names>K.</given-names></name><name><surname>Naka</surname><given-names>T.</given-names></name><name><surname>Adschiri</surname><given-names>T.</given-names></name></person-group><article-title>Palladium-polyelectrolyte hybrid nanoparticles for hydrogen sensor in fuel cells</article-title><source>J. Power Sources</source><year>2009</year><volume>193</volume><fpage>367</fpage><lpage>370</lpage><pub-id pub-id-type="doi">10.1016/j.jpowsour.2008.11.106</pub-id></citation></ref>
<ref id="b69-sensors-11-00825"><label>69.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kay</surname><given-names>B.D.</given-names></name><name><surname>Peden</surname><given-names>C.H.F.</given-names></name><name><surname>Goodman</surname><given-names>D.W.</given-names></name></person-group><article-title>Kinetics of hydrogen absorption by Pd(110)</article-title><source>Phys. Rev. B</source><year>1986</year><volume>34</volume><fpage>817</fpage><lpage>822</lpage><pub-id pub-id-type="doi">10.1103/PhysRevB.34.817</pub-id></citation></ref>
<ref id="b70-sensors-11-00825"><label>70.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sakamoto</surname><given-names>Y.</given-names></name><name><surname>Takai</surname><given-names>K.</given-names></name><name><surname>Takashima</surname><given-names>I.</given-names></name><name><surname>Imada</surname><given-names>M.</given-names></name></person-group><article-title>Electrical resistance measurements as a function of composition of palladium-hydrogen(deuterium) systems by a gas phase method</article-title><source>J. Phys. Condens. Matter</source><year>1996</year><volume>8</volume><fpage>3399</fpage><lpage>3411</lpage><pub-id pub-id-type="doi">10.1088/0953-8984/8/19/015</pub-id></citation></ref>
<ref id="b71-sensors-11-00825"><label>71.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Smith</surname><given-names>R.J.</given-names></name><name><surname>Otterson</surname><given-names>D.A.</given-names></name></person-group><article-title>Electrical resistivity of PdH<sub>x</sub> system for H/Pd atom ratios to 0.97</article-title><source>J. Phys. Chem. Solids</source><year>1970</year><volume>31</volume><fpage>187</fpage><lpage>189</lpage><pub-id pub-id-type="doi">10.1016/0022-3697(70)90300-8</pub-id></citation></ref>
<ref id="b72-sensors-11-00825"><label>72.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pundt</surname><given-names>A.</given-names></name><name><surname>Kirchheim</surname><given-names>R.</given-names></name></person-group><article-title>Hydrogen in metals: Microstructural aspects</article-title><source>Annu. Rev. Mater. Res</source><year>2006</year><volume>36</volume><fpage>555</fpage><lpage>608</lpage><pub-id pub-id-type="doi">10.1146/annurev.matsci.36.090804.094451</pub-id></citation></ref>
<ref id="b73-sensors-11-00825"><label>73.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Fukai</surname><given-names>Y.</given-names></name><name><surname>Sugimoto</surname><given-names>H.</given-names></name></person-group><article-title>Formation mechanism of defect metal hydrides containing superabundant vacancies</article-title><source>J. Phys. Condens. Matter</source><year>2007</year><volume>19</volume><fpage>4362011</fpage><lpage>43620124</lpage></citation></ref>
<ref id="b74-sensors-11-00825"><label>74.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sieverts</surname><given-names>A.</given-names></name></person-group><article-title>Absorption of Gases by Metals</article-title><source>Z. Metallkund</source><year>1929</year><volume>21</volume><fpage>37</fpage></citation></ref>
<ref id="b75-sensors-11-00825"><label>75.</label><citation citation-type="book"><person-group person-group-type="author"><name><surname>Mueller</surname><given-names>W.M.</given-names></name><name><surname>Blackledge</surname><given-names>J.P.</given-names></name><name><surname>Libowitz</surname><given-names>G.G.</given-names></name></person-group><source>Metal Hydrides</source><publisher-name>Academic Press</publisher-name><publisher-loc>New York, NY, USA</publisher-loc><year>1968</year></citation></ref>
<ref id="b76-sensors-11-00825"><label>76.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pick</surname><given-names>M.A.</given-names></name><name><surname>Davenport</surname><given-names>J.W.</given-names></name><name><surname>Strongin</surname><given-names>M.</given-names></name><name><surname>Dienes</surname><given-names>G.J.</given-names></name></person-group><article-title>Enhancement of hydrogen uptake rates for Nb and Ta by thin surface overlayers</article-title><source>Phys. Rev. Lett</source><year>1979</year><volume>43</volume><fpage>286</fpage><lpage>289</lpage><pub-id pub-id-type="doi">10.1103/PhysRevLett.43.286</pub-id></citation></ref>
<ref id="b77-sensors-11-00825"><label>77.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lee</surname><given-names>E.</given-names></name><name><surname>Lee</surname><given-names>J.M.</given-names></name><name><surname>Koo</surname><given-names>J.H.</given-names></name><name><surname>Lee</surname><given-names>W.</given-names></name><name><surname>Lee</surname><given-names>T.</given-names></name></person-group><article-title>Hysteresis behavior of electrical resistance in Pd thin films during the process of absorption and desorption of hydrogen gas</article-title><source>Int. J. Hydrogen Energ</source><year>2010</year><volume>35</volume><fpage>6984</fpage><lpage>6991</lpage><pub-id pub-id-type="doi">10.1016/j.ijhydene.2010.04.051</pub-id></citation></ref>
<ref id="b78-sensors-11-00825"><label>78.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kim</surname><given-names>K.R.</given-names></name><name><surname>Noh</surname><given-names>J.S.</given-names></name><name><surname>Lee</surname><given-names>J.M.</given-names></name><name><surname>Kim</surname><given-names>Y.J.</given-names></name><name><surname>Lee</surname><given-names>W.</given-names></name></person-group><article-title>Suppression of phase transitions in Pd thin filmsby insertion of a Ti buffer layer</article-title><source>J. Mater. Sci</source><year>2010</year><pub-id pub-id-type="doi">10.1007/s10853-010-4970-x</pub-id></citation></ref>
<ref id="b79-sensors-11-00825"><label>79.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Nakano</surname><given-names>S.</given-names></name><name><surname>Yamaura</surname><given-names>S.</given-names></name><name><surname>Uchinashi</surname><given-names>S.</given-names></name><name><surname>Kimura</surname><given-names>H.</given-names></name><name><surname>Inoue</surname><given-names>A.</given-names></name></person-group><article-title>Effect of hydrogen on the electrical resistance of melt-spun Mg<sub>90</sub>Pd<sub>10</sub> amorphous alloy</article-title><source>Sens. Actuat. B</source><year>2005</year><volume>104</volume><fpage>75</fpage><lpage>79</lpage><pub-id pub-id-type="doi">10.1016/j.snb.2004.04.101</pub-id></citation></ref>
<ref id="b80-sensors-11-00825"><label>80.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Huang</surname><given-names>X.M.H.</given-names></name><name><surname>Manolidis</surname><given-names>M.</given-names></name><name><surname>Jun</surname><given-names>S.C.</given-names></name><name><surname>Hone</surname><given-names>J.</given-names></name></person-group><article-title>Nanomechanical hydrogen sensing</article-title><source>Appl. Phys. Lett</source><year>2005</year><volume>86</volume><fpage>1431041</fpage><lpage>1431043</lpage></citation></ref>
<ref id="b81-sensors-11-00825"><label>81.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wang</surname><given-names>M.</given-names></name><name><surname>Feng</surname><given-names>Y.</given-names></name></person-group><article-title>Palladium-silver thin film for hydrogen sensing</article-title><source>Sens. Actuat. B</source><year>2007</year><volume>123</volume><fpage>101</fpage><lpage>106</lpage><pub-id pub-id-type="doi">10.1016/j.snb.2006.07.030</pub-id></citation></ref>
<ref id="b82-sensors-11-00825"><label>82.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lee</surname><given-names>E.</given-names></name><name><surname>Lee</surname><given-names>J.M.</given-names></name><name><surname>Noh</surname><given-names>J.S.</given-names></name><name><surname>Joe</surname><given-names>J.H.</given-names></name><name><surname>Lee</surname><given-names>W.</given-names></name></person-group><article-title>Hydrogen gas sensing performance of Pd-Ni alloy thin films</article-title><source>Thin Solid Films</source><year>2010</year><volume>519</volume><fpage>880</fpage><lpage>884</lpage><pub-id pub-id-type="doi">10.1016/j.tsf.2010.07.122</pub-id></citation></ref>
<ref id="b83-sensors-11-00825"><label>83.</label><citation citation-type="book"><person-group person-group-type="author"><name><surname>Butler</surname><given-names>M.A.</given-names></name><name><surname>Sanchez</surname><given-names>R.</given-names></name><name><surname>Dulleck</surname><given-names>G.R.</given-names></name></person-group><source>Fiber Optic Hydrogen Sensor</source><comment>Sandia Report SAND-96-1 133;</comment><publisher-name>Sandia National Labs</publisher-name><publisher-loc>Albuquerque, NM, USA</publisher-loc><year>1996</year></citation></ref>
<ref id="b84-sensors-11-00825"><label>84.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gielens</surname><given-names>F.C.</given-names></name><name><surname>Tong</surname><given-names>H.D.</given-names></name><name><surname>van Rijn</surname><given-names>C.J.M.</given-names></name><name><surname>Vorstman</surname><given-names>M.A.G.</given-names></name><name><surname>Keurentjes</surname><given-names>J.T.F.</given-names></name></person-group><article-title>Microsystem technology for high-flux hydrogen separation membranes</article-title><source>J. Membr. Sci</source><year>2004</year><volume>243</volume><fpage>203</fpage><lpage>213</lpage><pub-id pub-id-type="doi">10.1016/j.memsci.2004.06.021</pub-id></citation></ref>
<ref id="b85-sensors-11-00825"><label>85.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Nicolas</surname><given-names>M.</given-names></name><name><surname>Dumoulin</surname><given-names>L.</given-names></name><name><surname>Burger</surname><given-names>J.P.</given-names></name></person-group><article-title>Thickness dependence of the critical solution temperature of hydrogen in Pd films</article-title><source>J. Appl. Phys</source><year>1986</year><volume>60</volume><fpage>3125</fpage><lpage>3130</lpage><pub-id pub-id-type="doi">10.1063/1.337724</pub-id></citation></ref>
<ref id="b86-sensors-11-00825"><label>86.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ding</surname><given-names>D.</given-names></name><name><surname>Chen</surname><given-names>Z.</given-names></name><name><surname>Lu</surname><given-names>C.</given-names></name></person-group><article-title>Hydrogen sensing of nanoporous palladium films supported by anodic aluminum oxides</article-title><source>Sens. Actuat. B</source><year>2006</year><volume>120</volume><fpage>182</fpage><lpage>186</lpage><pub-id pub-id-type="doi">10.1016/j.snb.2006.02.007</pub-id></citation></ref>
<ref id="b87-sensors-11-00825"><label>87.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Jeon</surname><given-names>K.J.</given-names></name><name><surname>Lee</surname><given-names>J.M.</given-names></name><name><surname>Lee</surname><given-names>E.</given-names></name><name><surname>Lee</surname><given-names>W.</given-names></name></person-group><article-title>Individual Pd nanowire hydrogen sensors fabricated by electron-beam lithography</article-title><source>Nanotechnology</source><year>2009</year><volume>20</volume><fpage>1355021</fpage><lpage>1355025</lpage></citation></ref>
<ref id="b88-sensors-11-00825"><label>88.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Jeon</surname><given-names>K.J.</given-names></name><name><surname>Jeun</surname><given-names>M.</given-names></name><name><surname>Lee</surname><given-names>E.</given-names></name><name><surname>Lee</surname><given-names>J.M.</given-names></name><name><surname>Lee</surname><given-names>K.I.</given-names></name><name><surname>von Allmen</surname><given-names>P.</given-names></name><name><surname>Lee</surname><given-names>W.</given-names></name></person-group><article-title>Finite size effect on hydrogen gas sensing performance in single Pd nanowires</article-title><source>Nanotechnology</source><year>2008</year><volume>19</volume><fpage>4955011</fpage><lpage>4955016</lpage></citation></ref>
<ref id="b89-sensors-11-00825"><label>89.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lee</surname><given-names>J.M.</given-names></name><name><surname>Lee</surname><given-names>W.</given-names></name></person-group><article-title>Effects of surface roughness on hydrogen gas sensing properties of single Pd nanowires</article-title><source>J. Nanosci. Nanotech</source><year>2010</year><comment>submitted.</comment></citation></ref>
<ref id="b90-sensors-11-00825"><label>90.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hu</surname><given-names>Y.</given-names></name><name><surname>Perello</surname><given-names>D.</given-names></name><name><surname>Mushtaq</surname><given-names>U.</given-names></name><name><surname>Yun</surname><given-names>M.</given-names></name></person-group><article-title>A single palladium nanowire via electrophoresis deposition used as a ultrasensitive hydrogen sensor</article-title><source>IEEE T. Nanotechnol</source><year>2008</year><volume>7</volume><fpage>693</fpage><lpage>699</lpage><pub-id pub-id-type="doi">10.1109/TNANO.2008.2005978</pub-id></citation></ref>
<ref id="b91-sensors-11-00825"><label>91.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yang</surname><given-names>F.</given-names></name><name><surname>Taggart</surname><given-names>D.K.</given-names></name><name><surname>Penner</surname><given-names>R.M.</given-names></name></person-group><article-title>Fast, sensitive hydrogen gas detection using single palladium nanowires that resist fracture</article-title><source>Nano Lett</source><year>2009</year><volume>9</volume><fpage>2177</fpage><lpage>2182</lpage><pub-id pub-id-type="doi">10.1021/nl9008474</pub-id><pub-id pub-id-type="pmid">19391610</pub-id></citation></ref>
<ref id="b92-sensors-11-00825"><label>92.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Joshi</surname><given-names>R.K.</given-names></name><name><surname>Krishnan</surname><given-names>S.</given-names></name><name><surname>Yoshimura</surname><given-names>M.</given-names></name><name><surname>Kumar</surname><given-names>A.</given-names></name></person-group><article-title>Pd nanoparticles and thin films for room temperature hydrogen sensor</article-title><source>Nanoscale Res. Lett</source><year>2009</year><volume>4</volume><fpage>1191</fpage><lpage>1196</lpage><pub-id pub-id-type="doi">10.1007/s11671-009-9379-6</pub-id><pub-id pub-id-type="pmid">20596429</pub-id></citation></ref>
<ref id="b93-sensors-11-00825"><label>93.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ju</surname><given-names>S.</given-names></name><name><surname>Lee</surname><given-names>J.M.</given-names></name><name><surname>Jung</surname><given-names>Y.</given-names></name><name><surname>Lee</surname><given-names>E.</given-names></name><name><surname>Lee</surname><given-names>W.</given-names></name><name><surname>Kim</surname><given-names>S.J.</given-names></name></person-group><article-title>Highly sensitive hydrogen gas sensors using single-walled carbon nanotubesgrafted with Pd nanoparticles</article-title><source>Sens. Actuat. B</source><year>2010</year><volume>146</volume><fpage>122</fpage><lpage>128</lpage><pub-id pub-id-type="doi">10.1016/j.snb.2010.01.055</pub-id></citation></ref></ref-list>
<sec sec-type="display-objects">
<title>Figures</title>
<fig id="f1-sensors-11-00825" position="float">
<label>Figure 1.</label>
<caption>
<p>Schematic illustration of relative resistance (<italic>R</italic>/<italic>R</italic><sub>0</sub>) as a function of relative hydrogen concentration (H/Pd) for absorption-desorption processes. The arrows indicate the directions of absorption and desorption processes.</p></caption>
<graphic xlink:href="sensors-11-00825f1.gif"/></fig>
<fig id="f2-sensors-11-00825" position="float">
<label>Figure 2.</label>
<caption>
<p>Electrical resistances and the corresponding sensitivities of a 100 nm-thick Pd thin film in response to <bold>(a)</bold> 1% H<sub>2</sub> and <bold>(b)</bold> 2% H<sub>2</sub> at room temperature. <bold>(c)</bold> Film morphologies at the steps indicated by the respective symbols in (b). (a) and (b) Data reproduced from Lee <italic>et al</italic>. [<xref ref-type="bibr" rid="b77-sensors-11-00825">77</xref>] and (c) reproduced from Kim <italic>et al</italic>. [<xref ref-type="bibr" rid="b78-sensors-11-00825">78</xref>].</p></caption>
<graphic xlink:href="sensors-11-00825f2.gif"/></fig>
<fig id="f3-sensors-11-00825" position="float">
<label>Figure 3.</label>
<caption>
<p><bold>(a)</bold> Confocal laser scanning microscopy images of the Pd thin films with the thicknesses of 100 and 20 nm, respectively, after exposure to 2% H<sub>2</sub>. <bold>(b)</bold> Sensitivity <italic>vs</italic>. H<sub>2</sub> concentration curves for Pd films with different thicknesses of 5 to 400 nm undergoing cyclic H<sub>2</sub> absorption and desorption processes. Data reproduced from Lee <italic>et al</italic>. [<xref ref-type="bibr" rid="b77-sensors-11-00825">77</xref>].</p></caption>
<graphic xlink:href="sensors-11-00825f3.gif"/></fig>
<fig id="f4-sensors-11-00825" position="float">
<label>Figure 4.</label>
<caption>
<p><bold>(a)</bold> Confocal laser scanning microscopy images of a pure Pd and a Pd-Ni alloy (4% Ni) films after exposure to 2% H<sub>2</sub>. <bold>(b)</bold> Sensitivities of a pure Pd film and Pd-Ni alloy films with varying Ni content as a function of H<sub>2</sub> concentration at room temperature. Data reproduced from Lee <italic>et al</italic>. [<xref ref-type="bibr" rid="b82-sensors-11-00825">82</xref>].</p></caption>
<graphic xlink:href="sensors-11-00825f4.gif"/></fig>
<fig id="f5-sensors-11-00825" position="float">
<label>Figure 5.</label>
<caption>
<p><bold>(a)</bold> Sensitivity and <bold>(b)</bold> response time of Pd-Ni alloy films as a functions of Ni content in the presence of 1% H<sub>2</sub> at room temperature. Data reproduced from Lee <italic>et al</italic>. [<xref ref-type="bibr" rid="b82-sensors-11-00825">82</xref>].</p></caption>
<graphic xlink:href="sensors-11-00825f5.gif"/></fig>
<fig id="f6-sensors-11-00825" position="float">
<label>Figure 6.</label>
<caption>
<p>The real-time electrical responses of Pd films on a Ti buffer layer with different combinations of Pd and Ti layer thicknesses: <bold>(a)</bold> 50(Pd)/5(Ti) nm, <bold>(b)</bold> 100/5 nm, <bold>(c)</bold> 100/1 nm, and <bold>(d)</bold> 200/0.5 nm. Measurements were performed at room temperature, using 2% H<sub>2</sub>. Data reproduced from Kim <italic>et al</italic>. [<xref ref-type="bibr" rid="b78-sensors-11-00825">78</xref>].</p></caption>
<graphic xlink:href="sensors-11-00825f6.gif"/></fig>
<fig id="f7-sensors-11-00825" position="float">
<label>Figure 7.</label>
<caption>
<p>Sensitivity changes in <bold>(a)</bold> a pure Pd film and <bold>(b)</bold> a Ti-buffered Pd film as a function of H<sub>2</sub> concentration in H<sub>2</sub> absorption and desorption processes. The Pd film and Ti buffer layer thicknesses were 50 and 5 nm. Data reproduced from Kim <italic>et al</italic>. [<xref ref-type="bibr" rid="b78-sensors-11-00825">78</xref>].</p></caption>
<graphic xlink:href="sensors-11-00825f7.gif"/></fig>
<fig id="f8-sensors-11-00825" position="float">
<label>Figure 8.</label>
<caption>
<p>SEM image of a lithographically patterned Pd nanowire with <italic>t</italic> = 100 nm, <italic>w</italic> = 300 nm, and <italic>l</italic> = 10 μm. Four Ti/Au inner electrodes were patterned on the Pd nanowire. Data reproduced from Jeon <italic>et al</italic>. [<xref ref-type="bibr" rid="b87-sensors-11-00825">87</xref>].</p></caption>
<graphic xlink:href="sensors-11-00825f8.gif"/></fig>
<fig id="f9-sensors-11-00825" position="float">
<label>Figure 9.</label>
<caption>
<p>The real-time electrical responses of lithographically patterned Pd nanowires with <bold>(a)</bold> <italic>t</italic> = 20 nm and <bold>(b)</bold> <italic>t</italic> = 400 nm to 10000 ppm of H<sub>2</sub> at room temperature. Sensitivities upon exposure to 10,000 and 20,000 ppm of H<sub>2</sub> for the Pd nanowires with <bold>(c)</bold> <italic>t</italic> = 20 nm and <bold>(d)</bold> <italic>t</italic> = 400 nm. <bold>(e)</bold> Sensitivity and <bold>(f)</bold> response time as a function of the thickness of lithographically patterned Pd nanowires in the H<sub>2</sub> concentration range of 500 to 20,000 ppm. Data reproduced from Jeon <italic>et al</italic>. [<xref ref-type="bibr" rid="b87-sensors-11-00825">87</xref>].</p></caption>
<graphic xlink:href="sensors-11-00825f9.gif"/></fig>
<fig id="f10-sensors-11-00825" position="float">
<label>Figure 10.</label>
<caption>
<p><bold>(a)</bold> Pd nanowire arrays grown by electrodeposition into nanochannels of AAO templates. <bold>(b)</bold> A representative four terminal device on an individual Pd nanowire. Data reproduced from Jeon <italic>et al</italic>. [<xref ref-type="bibr" rid="b88-sensors-11-00825">88</xref>].</p></caption>
<graphic xlink:href="sensors-11-00825f10.gif"/></fig>
<fig id="f11-sensors-11-00825" position="float">
<label>Figure 11.</label>
<caption>
<p>The real-time electrical responses of bottom-up grown Pd nanowires with <bold>(a)</bold> <italic>d</italic> = 400 nm and <bold>(b)</bold> <italic>d</italic> = 20 nm to 10,000 ppm of H<sub>2</sub> at room temperature. <bold>(c)</bold> Sensitivity as a function of nanowire diameter in the H<sub>2</sub> concentration range of 1,000 to 10,000 ppm. <bold>(d)</bold> The calculated atomic fraction of hydrogen to Pd as a function of nanowire diameter in the presence of 10,000 ppm H<sub>2</sub>. <bold>(e)</bold> The experimental and <bold>(f)</bold> calculated results of normalized resistances at 10,000 ppm H<sub>2</sub> for Pd nanowires with varying diameters. The inset of (e) shows a change in the response time with nanowire diameter. Data reproduced from Jeon <italic>et al</italic>. [<xref ref-type="bibr" rid="b88-sensors-11-00825">88</xref>].</p></caption>
<graphic xlink:href="sensors-11-00825f11.gif"/></fig>
<fig id="f12-sensors-11-00825" position="float">
<label>Figure 12.</label>
<caption>
<p>Schematic illustration of the rough surface of Pd nanowires induced by ion-milling.</p></caption>
<graphic xlink:href="sensors-11-00825f12.gif"/></fig>
<fig id="f13-sensors-11-00825" position="float">
<label>Figure 13.</label>
<caption>
<p>Schematic representation of a continuous film of Pd nanoparticles.</p></caption>
<graphic xlink:href="sensors-11-00825f13.gif"/></fig>
<fig id="f14-sensors-11-00825" position="float">
<label>Figure 14.</label>
<caption>
<p><bold>(a)</bold> Schematic pictures and <bold>(b)</bold> transmission electron microscopy (TEM) images of two types of Pd nanoparticle samples grafted on SWCNTs.</p></caption>
<graphic xlink:href="sensors-11-00825f14.gif"/></fig>
<fig id="f15-sensors-11-00825" position="float">
<label>Figure 15.</label>
<caption>
<p>The real-time electrical response of sample 2 to 100 ppm H<sub>2</sub> at room temperature.</p></caption>
<graphic xlink:href="sensors-11-00825f15.gif"/></fig></sec></back></article>
