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<article xml:lang="en" article-type="research-article" dtd-version="1.4"><processing-meta base-tagset="archiving" mathml-version="3.0" table-model="xhtml" tagset-family="jats"><restricted-by>pmc</restricted-by></processing-meta><front><journal-meta><journal-id journal-id-type="nlm-ta">Front Plant Sci</journal-id><journal-id journal-id-type="iso-abbrev">Front Plant Sci</journal-id><journal-id journal-id-type="pmc-domain-id">1787</journal-id><journal-id journal-id-type="pmc-domain">frontplantsci</journal-id><journal-id journal-id-type="nlm-id">101568200</journal-id><journal-id journal-id-type="publisher-id">Front. Plant Sci.</journal-id><journal-title-group><journal-title>Frontiers in Plant Science</journal-title></journal-title-group><issn pub-type="epub">1664-462X</issn><?publisher_abbrev frontiers?><publisher><publisher-name>Frontiers Media SA</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="pmcid">PMC10957608</article-id><article-id pub-id-type="pmcid-ver">PMC10957608.1</article-id><article-id pub-id-type="pmcaid">10957608</article-id><article-id pub-id-type="pmcaiid">10957608</article-id><article-id pub-id-type="pmid">38525149</article-id><article-id pub-id-type="doi">10.3389/fpls.2024.1352282</article-id><article-version article-version-type="pmc-version">1</article-version><article-categories><subj-group subj-group-type="heading"><subject>Plant Science</subject><subj-group><subject>Original Research</subject></subj-group></subj-group></article-categories><title-group><article-title>Proton relaxometry of tree leaves at hypogeomagnetic fields</article-title></title-group><contrib-group><contrib contrib-type="author" corresp="yes"><name name-style="western"><surname>Fabricant</surname><given-names initials="AM">Anne M.</given-names></name><xref rid="aff1" ref-type="aff">
<sup>1</sup>
</xref><xref rid="aff2" ref-type="aff">
<sup>2</sup>
</xref><xref rid="fn001" ref-type="author-notes">
<sup>*</sup>
</xref><uri xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="https://loop.frontiersin.org/people/1048247"/><role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/><role content-type="https://credit.niso.org/contributor-roles/data-curation/"/><role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/><role content-type="https://credit.niso.org/contributor-roles/investigation/"/><role content-type="https://credit.niso.org/contributor-roles/methodology/"/><role content-type="https://credit.niso.org/contributor-roles/software/"/><role content-type="https://credit.niso.org/contributor-roles/visualization/"/><role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/><role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/></contrib><contrib contrib-type="author"><name name-style="western"><surname>Put</surname><given-names initials="P">Piotr</given-names></name><xref rid="aff3" ref-type="aff">
<sup>3</sup>
</xref><role content-type="https://credit.niso.org/contributor-roles/investigation/"/><role content-type="https://credit.niso.org/contributor-roles/methodology/"/><role content-type="https://credit.niso.org/contributor-roles/software/"/><role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/></contrib><contrib contrib-type="author" corresp="yes"><name name-style="western"><surname>Barskiy</surname><given-names initials="DA">Danila A.</given-names></name><xref rid="aff1" ref-type="aff">
<sup>1</sup>
</xref><xref rid="aff2" ref-type="aff">
<sup>2</sup>
</xref><xref rid="fn001" ref-type="author-notes">
<sup>*</sup>
</xref><uri xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="https://loop.frontiersin.org/people/1173973"/><role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/><role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/><role content-type="https://credit.niso.org/contributor-roles/investigation/"/><role content-type="https://credit.niso.org/contributor-roles/methodology/"/><role content-type="https://credit.niso.org/contributor-roles/resources/"/><role content-type="https://credit.niso.org/contributor-roles/supervision/"/><role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/></contrib></contrib-group><aff id="aff1">
<sup>1</sup>
<institution>Institute of Physics, Johannes Gutenberg University of Mainz</institution>, <addr-line>Mainz</addr-line>, <country>Germany</country>
</aff><aff id="aff2">
<sup>2</sup>
<institution>Helmholtz Institute Mainz, GSI Helmholtzzentrum für Schwerionenforschung</institution>, <addr-line>Darmstadt</addr-line>, <country>Germany</country>
</aff><aff id="aff3">
<sup>3</sup>
<institution>Faculty of Physics, Astronomy and Applied Computer Science, Jagiellonian University in Kraków</institution>, <addr-line>Kraków</addr-line>, <country>Poland</country>
</aff><author-notes><fn fn-type="edited-by"><p>Edited by: Weiwei Huang, Nanjing Forestry University, China</p></fn><fn fn-type="edited-by"><p>Reviewed by: Stefan James Hill, New Zealand Forest Research Institute Limited (Scion), New Zealand</p><p>Martin Tollinger, University of Innsbruck, Austria</p></fn><corresp id="fn001">*Correspondence: Anne M. Fabricant, <email xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="mailto:afabrica@uni-mainz.de">afabrica@uni-mainz.de</email>; Danila A. Barskiy, <email xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="mailto:dbarskiy@uni-mainz.de">dbarskiy@uni-mainz.de</email>
</corresp></author-notes><pub-date pub-type="epub"><day>08</day><month>3</month><year>2024</year></pub-date><pub-date pub-type="collection"><year>2024</year></pub-date><volume>15</volume><issue-id pub-id-type="pmc-issue-id">454090</issue-id><elocation-id>1352282</elocation-id><history><date date-type="received"><day>07</day><month>12</month><year>2023</year></date><date date-type="accepted"><day>21</day><month>2</month><year>2024</year></date></history><pub-history><event event-type="pmc-release"><date><day>01</day><month>01</month><year>2024</year></date></event><event event-type="pmc-live"><date><day>22</day><month>03</month><year>2024</year></date></event><event event-type="pmc-last-change"><date iso-8601-date="2026-02-15 16:25:14.747"><day>15</day><month>02</month><year>2026</year></date></event></pub-history><permissions><copyright-statement>Copyright © 2024 Fabricant, Put and Barskiy</copyright-statement><copyright-year>2024</copyright-year><copyright-holder>Fabricant, Put and Barskiy</copyright-holder><license><ali:license_ref xmlns:ali="http://www.niso.org/schemas/ali/1.0/" specific-use="textmining" content-type="ccbylicense">https://creativecommons.org/licenses/by/4.0/</ali:license_ref><license-p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</license-p></license></permissions><self-uri xmlns:xlink="http://www.w3.org/1999/xlink" content-type="pmc-pdf" xlink:href="fpls-15-1352282.pdf"><?pdf-name fpls-15-1352282.pdf?><?pdf-size 2211368?><?pdf-md5 beff9e81eeafab08868c629e45a2f2ff?><?pdf-image-server-status NEVER_LOAD?><?pdf-cloudpmc-urn urn:app:9236/10957608/beff9e81eeaf/fpls-15-1352282.pdf?></self-uri><abstract><p>We report on a cross-species proton-relaxometry study in <italic toggle="yes">ex vivo</italic> tree leaves using nuclear magnetic resonance (NMR) at 7µT. Apart from the intrinsic interest of probing nuclear-spin relaxation in biological tissues at magnetic fields below Earth field, our setup enables comparative analysis of plant water dynamics without the use of expensive commercial spectrometers. In this work, we focus on leaves from common Eurasian evergreen and deciduous tree families: Pinaceae (pine, spruce), Taxaceae (yew), Betulaceae (hazel), Prunus (cherry), and Fagaceae (beech, oak). Using a nondestructive protocol, we measure their effective proton <italic toggle="yes">T</italic>
<sub>2</sub> relaxation times as well as track the evolution of water content associated with leaf dehydration. Newly developed “gradiometric quadrature” detection and data-processing techniques are applied in order to increase the signal-to-noise ratio (SNR) of the relatively weak measured signals. We find that while measured relaxation times do not vary significantly among tree genera, they tend to increase as leaves dehydrate. Such experimental modalities may have particular relevance for future drought-stress research in ecology, agriculture, and space exploration.</p></abstract><kwd-group><kwd>nuclear magnetic resonance</kwd><kwd>relaxometry</kwd><kwd>atomic magnetometry</kwd><kwd>ultralow field</kwd><kwd>leaf water content</kwd><kwd>tree</kwd><kwd>drought stress</kwd><kwd>proton relaxometry of tree leaves at hypogeomagnetic fields</kwd></kwd-group><funding-group><funding-statement>The author(s) declare financial support was received for the research, authorship, and/or publication of this article. This work was supported by the Alexander von Humboldt Foundation in the framework of the Sofja Kovalevskaja Award.</funding-statement></funding-group><counts><fig-count count="5"/><table-count count="1"/><equation-count count="3"/><ref-count count="42"/><page-count count="11"/><word-count count="6249"/></counts><custom-meta-group><custom-meta><meta-name>pmc-status-qastatus</meta-name><meta-value>0</meta-value></custom-meta><custom-meta><meta-name>pmc-status-live</meta-name><meta-value>yes</meta-value></custom-meta><custom-meta><meta-name>pmc-status-embargo</meta-name><meta-value>no</meta-value></custom-meta><custom-meta><meta-name>pmc-status-released</meta-name><meta-value>yes</meta-value></custom-meta><custom-meta><meta-name>pmc-prop-open-access</meta-name><meta-value>yes</meta-value></custom-meta><custom-meta><meta-name>pmc-prop-olf</meta-name><meta-value>no</meta-value></custom-meta><custom-meta><meta-name>pmc-prop-manuscript</meta-name><meta-value>no</meta-value></custom-meta><custom-meta><meta-name>pmc-prop-legally-suppressed</meta-name><meta-value>no</meta-value></custom-meta><custom-meta><meta-name>pmc-prop-has-pdf</meta-name><meta-value>yes</meta-value></custom-meta><custom-meta><meta-name>pmc-prop-has-supplement</meta-name><meta-value>yes</meta-value></custom-meta><custom-meta><meta-name>pmc-prop-pdf-only</meta-name><meta-value>no</meta-value></custom-meta><custom-meta><meta-name>pmc-prop-suppress-copyright</meta-name><meta-value>no</meta-value></custom-meta><custom-meta><meta-name>pmc-prop-is-real-version</meta-name><meta-value>no</meta-value></custom-meta><custom-meta><meta-name>pmc-prop-is-scanned-article</meta-name><meta-value>no</meta-value></custom-meta><custom-meta><meta-name>pmc-prop-preprint</meta-name><meta-value>no</meta-value></custom-meta><custom-meta><meta-name>pmc-prop-in-epmc</meta-name><meta-value>yes</meta-value></custom-meta><custom-meta><meta-name>pmc-license-ref</meta-name><meta-value>CC BY</meta-value></custom-meta><custom-meta><meta-name>section-in-acceptance</meta-name><meta-value>Technical Advances in Plant Science</meta-value></custom-meta></custom-meta-group></article-meta></front><body><sec sec-type="intro" id="s1"><label>1</label><title>Introduction</title><p>The essential problem of measuring water content and dynamics in plants may seem simple enough. To this day, however, the water-monitoring toolbox remains surprisingly limited, especially where nondestructive techniques are concerned. A standard approach involves desiccating harvested plant organs and comparing their fresh and dry weights (<xref rid="B36" ref-type="bibr">Schnyder and Baum, 1992</xref>; <xref rid="B33" ref-type="bibr">Sala et al., 2007</xref>; <xref rid="B34" ref-type="bibr">Saura-Mas and Lloret, 2007</xref>; <xref rid="B16" ref-type="bibr">Huang et al., 2020</xref>). In recent years, proton (<sup>1</sup>H) nuclear magnetic resonance (NMR) has emerged as a promising alternative technique, due to its sensitivity to water protons. <sup>1</sup>H NMR has found a number of plant-related applications—including measurement of water content in lumber wood (<xref rid="B2" ref-type="bibr">Araujo et al., 1992</xref>), investigation of moisture stress in agricultural seeds (<xref rid="B22" ref-type="bibr">Krishnan et al., 2014</xref>; <xref rid="B41" ref-type="bibr">Unal et al., 2020</xref>), and characterization of microbial interactions in soil (<xref rid="B17" ref-type="bibr">Jaeger et al., 2006</xref>). Techniques based on proton relaxometry are now particularly relevant within food science (<xref rid="B26" ref-type="bibr">Musse et al., 2010</xref>; <xref rid="B21" ref-type="bibr">Khan et al., 2016</xref>; <xref rid="B4" ref-type="bibr">Ates et al., 2021</xref>), where magnetic resonance imaging (MRI) is also employed (<xref rid="B3" ref-type="bibr">As and van Duynhoven, 2013</xref>). However, commercially available NMR spectrometers typically do not have suitable geometries for measurement of intact plants or plant organs.</p><p>Leaves are arguably the most critical actor in the plant water cycle, given that a majority of transpiration and systemic water loss occurs there. Despite this, the use of proton NMR in leaf water studies is far from mainstream, although some relaxometry work has been carried out with low-field benchtop spectrometers. Notably, relaxometry of senescing rapeseed leaf pieces (excised discs) at 20MHz was investigated using a Carr-Purcell-Meiboom-Gill (CPMG) protocol, indicating an increase in some <italic toggle="yes">T</italic>
<sub>2</sub> (spin-spin relaxation time, also known as coherence time) components in older leaves (<xref rid="B27" ref-type="bibr">Musse et al., 2013</xref>; <xref rid="B28" ref-type="bibr">Musse et al., 2017</xref>). A similar study at 20MHz demonstrated the utility of <italic toggle="yes">T</italic>
<sub>2</sub> relaxation for phenotyping and detection of water stress in excised leaves of young potted tobacco plants (<xref rid="B37" ref-type="bibr">Sorin et al., 2018</xref>). At high field, proton <italic toggle="yes">T</italic>
<sub>2</sub> relaxometry was applied to structural water studies in maple leaves (<xref rid="B25" ref-type="bibr">McCain, 1995</xref>). In addition, high-field solid-state proton NMR was shown to be effective for studying relaxation properties of dried leaves and leaf litter even when little water is present, by revealing the molecular fingerprint of plant metabolites and biopolymers (<xref rid="B5" ref-type="bibr">Berns et al., 2011</xref>).</p><p>The flexibility and portability of low-field NMR—loosely defined as corresponding to magnetic fields ranging from Earth field up to a few tesla, above which superconducting or hybrid superconducting/electromagnets would be required—also offers potential for taking devices directly into the field, forest, or greenhouse. One major example is the realization of <italic toggle="yes">in vivo</italic> and <italic toggle="yes">ex vivo</italic> water-proton relaxometry of intact leaves from potted agricultural plants, as well as wild shrubs and oak and poplar trees, using a unilateral 18MHz spectrometer (<xref rid="B10" ref-type="bibr">Capitani et al., 2009</xref>). Currently, noncommercial low-field relaxometers are being developed which enable portable <italic toggle="yes">in vivo</italic> measurement of even larger plant leaves and organs (<xref rid="B42" ref-type="bibr">Windt et al., 2021</xref>). Such devices complement other novel non-NMR modalities for nondestructive monitoring of leaf water potentials, e.g. nanobiosensors (<xref rid="B18" ref-type="bibr">Jain et al., 2021</xref>). In trees, water transport in living tree trunks and branches has been studied using custom low-field MRI and NMR devices (<xref rid="B29" ref-type="bibr">Nagata et al., 2016</xref>; <xref rid="B24" ref-type="bibr">Malone et al., 2016</xref>).</p><p>In traditional NMR systems based on inductive detection, the tradeoff between portability and achievable signal-to-noise ratio (SNR) limits how low of a magnetic field can be reasonably used for measurement of intact biological systems, where signal strengths tend to be relatively weak. It has been shown theoretically that below proton resonance frequencies of around 50MHz, detection using atomic (optically pumped) magnetometers can offer better intrinsic sensitivity than that attainable with inductive pickup coils (<xref rid="B35" ref-type="bibr">Savukov et al., 2007</xref>). The atomic-magnetometry detection modality has been instrumental in the subfield of zero-to-ultralow-field (ZULF) NMR (<xref rid="B7" ref-type="bibr">Blanchard et al., 2021</xref>; <xref rid="B38" ref-type="bibr">Tayler et al., 2017</xref>; <xref rid="B31" ref-type="bibr">Put et al., 2021</xref>; <xref rid="B39" ref-type="bibr">Tayler et al., 2018</xref>; <xref rid="B8" ref-type="bibr">Bodenstedt et al., 2021</xref>), where ULF is commonly used in literature to refer to fields below the geomagnetic (Earth) field of tens of microtesla, such that magnetic shielding or active field cancellation is required. Due to varying definitions of ULF by different authors, some absolute (<xref rid="B15" ref-type="bibr">Hartwig et al., 2013</xref>) and others referenced to the spin system under study—e.g., <italic toggle="yes">J</italic>-coupling between spins dominates Zeeman interactions with the external field (<xref rid="B6" ref-type="bibr">Blanchard and Budker, 2016</xref>)—we choose instead to use the unambiguous term “hypogeomagnetic” in this publication. The hypogeomagnetic regime has already been used for direct detection of biomagnetic fields produced by plant electrical activity, including action potentials and wounding potentials (<xref rid="B40" ref-type="bibr">Trontelj et al., 1994</xref>; <xref rid="B19" ref-type="bibr">Jazbinsek et al., 2000</xref>; <xref rid="B12" ref-type="bibr">Fabricant et al., 2021</xref>); however, according to our understanding, NMR signals originating from plants have not yet been explored in this regime.</p><p>In addition to the fundamental question of how proton relaxation properties behave at hypogeomagnetic fields, the regime is interesting from a practical NMR standpoint, due to the low cost, portability, and low energy consumption of experimental components. Although NMR detection using superconducting-quantum-interference-device (SQUID) magnetometers (<xref rid="B15" ref-type="bibr">Hartwig et al., 2013</xref>; <xref rid="B11" ref-type="bibr">Espy et al., 2013</xref>) offers comparable sensitivity to atomic magnetometers at hypogeomagnetic fields (as well as a larger frequency bandwidth), the need for bulky cryogenic cooling limits the applicability of SQUID-based devices. The smaller footprint of atomic magnetometers also allows placement of multiple sensors around a sample, rather than in a single detection plane.</p><p>To our knowledge, the work reported here represents the broadest cross-species NMR-relaxation study of tree leaves at any magnetic field, and the first to incorporate both evergreen and deciduous varieties. Through systematic nondestructive measurement of intact leaves from seven different tree genera—spruce, pine, yew, hazel, cherry, beech, and oak—we endeavored to investigate variation in water-proton signals and relaxation times among genera. In focused studies of spruce and oak samples, we also sought to track the evolution of these parameters as a function of leaf dehydration. While relative proton signal correlates with wet mass upon dehydration, <italic toggle="yes">T</italic>
<sub>2</sub> times tend to increase, indicating the possible presence of compartmentalized water reservoirs with higher water mobility surviving upon dehydration. We note that leaves and other plant tissues contain pools of both free and bound water; our approach is expected to mainly target free and loosely bound water protons. More strongly bound water protons, such as those contained in cell walls, tend to have much shorter <italic toggle="yes">T</italic>
<sub>2</sub> times which would require a selective technique such as time-domain (TD) NMR to resolve (<xref rid="B21" ref-type="bibr">Khan et al., 2016</xref>; <xref rid="B42" ref-type="bibr">Windt et al., 2021</xref>).</p></sec><sec sec-type="materials|methods" id="s2"><label>2</label><title>Materials and methods</title><sec id="s2_1"><label>2.1</label><title>Relaxometry setup</title><p>Our gradiometric quadrature detection scheme is shown in <xref rid="f1" ref-type="fig">
<bold>Figure 1A</bold>
</xref>, where two commercially available dual-axis vector magnetometers (<xref rid="B30" ref-type="bibr">Osborne et al., 2018</xref>) are placed orthogonally in the <italic toggle="yes">x</italic>-<italic toggle="yes">y</italic> plane. If the sensors, denoted 1 and 2, are positioned symmetrically around a magnetic dipole initialized along − <inline-formula>
<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" id="im1" display="inline" overflow="scroll"><mml:mrow><mml:mover accent="true"><mml:mi>x</mml:mi><mml:mo stretchy="true">^</mml:mo></mml:mover></mml:mrow></mml:math>
</inline-formula> and undergoing Larmor precession clockwise in the plane at positive angular frequency <italic toggle="yes">ω</italic>
<sub>0</sub>, we can write the following (ideal) expressions for the oscillating magnetic field sensed by the four magnetometer channels as a function of time <italic toggle="yes">t</italic>:</p><fig position="float" id="f1" orientation="portrait"><label>Figure 1</label><caption><p>Schematic overview of the relaxometry experiment. <bold>(A)</bold> A pair of magnetometers (QuSpin QZFM Gen-2; sensing volume 4 × 4 × 4mm<sup>3</sup>, Rb vapor cell), each sensitive along two orthogonal axes indicated with orange arrows, are oriented in the <italic toggle="yes">x</italic>-<italic toggle="yes">y</italic> plane. The center of sensing volume is located 6.5mm from the tip of the sensor housing (black boxes). Samples to be measured are enclosed in a 2mL glass vial with outer diameter 11.6mm (green circle), located in a plexiglass tube around which a solenoid is wound (yellow circle). The outer diameter of the solenoid is approximately 22mm, so that the minimum offset distance of the sensing volume from the center of the sample is 17.5mm. <bold>(B)</bold> Nuclear spins are first thermally polarized in a 1T permanent magnet (Halbach array) before being mechanically shuttled into a magnetically shielded environment. There, three orthogonal pairs of Helmholtz coils enable manipulation of the spin states via controlled application of magnetic-field pulses. The piercing solenoid is used both for guiding during shuttling and for generation of a tunable precession field inside the magnetic shield. <bold>(C)</bold> The typical experimental protocol uses a guiding magnetic field of 7µT inside the solenoid (proton precession frequency ∼285Hz). Polarization in the 1T magnet lasted 5s for leaf samples and 10s for water calibration samples, followed by shuttling into the center of the magnetic shield within 100ms. A 30µT magnetic-field pulse was then immediately applied in order to rotate <italic toggle="yes">z</italic>-magnetization of the sample into the <italic toggle="yes">x</italic>-<italic toggle="yes">y</italic> plane (<italic toggle="yes">π/</italic>2 pulse), where subsequent free induction decay (FID) of the magnetization signal in the precession field was recorded by the magnetometers. Signal acquisition time was set to 2s for leaf samples and 3–10s for water calibration samples.</p></caption><graphic xmlns:xlink="http://www.w3.org/1999/xlink" position="float" orientation="portrait" xlink:href="fpls-15-1352282-g001.jpg"><?image-name fpls-15-1352282-g001.jpg?><?image-size 119931?><?image-md5 22530a5400912a2394c107ebf65e7692?><?image-image-server-status LOAD_COMPLETED?><?image-original-height 1460?><?image-original-width 1357?><?image-scaled-height 729?><?image-scaled-width 678?><?image-cloudpmc-urn urn:cdn:blobs/9236/10957608/22530a540091/fpls-15-1352282-g001.jpg?><?thumb-name fpls-15-1352282-g001.gif?><?thumb-size 20451?><?thumb-md5 157d1a328b2b26cb8475fa07e78b6b63?><?thumb-image-server-status NEVER_LOAD?><?thumb-scaled-height 108?><?thumb-scaled-width 100?><?thumb-cloudpmc-urn urn:cdn:blobs/9236/10957608/157d1a328b2b/fpls-15-1352282-g001.gif?></graphic></fig><disp-formula id="eq1">
<label>(1)</label>
<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" id="M1" display="block" overflow="scroll"><mml:mrow><mml:msub><mml:mi>B</mml:mi><mml:mrow><mml:msub><mml:mi>x</mml:mi><mml:mn>1</mml:mn></mml:msub></mml:mrow></mml:msub><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mi>t</mml:mi><mml:mo stretchy="false">)</mml:mo></mml:mrow><mml:mo>=</mml:mo><mml:msub><mml:mi>μ</mml:mi><mml:mn>0</mml:mn></mml:msub><mml:msub><mml:mi>m</mml:mi><mml:mn>0</mml:mn></mml:msub><mml:mo>·</mml:mo><mml:mi>cos</mml:mi><mml:mtext> </mml:mtext><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mrow><mml:msub><mml:mi>ω</mml:mi><mml:mn>0</mml:mn></mml:msub><mml:mi>t</mml:mi></mml:mrow><mml:mo stretchy="false">)</mml:mo></mml:mrow><mml:mo>·</mml:mo><mml:msup><mml:mi>e</mml:mi><mml:mrow><mml:mo>−</mml:mo><mml:mi>t</mml:mi><mml:mo stretchy="false">/</mml:mo><mml:msub><mml:mi>T</mml:mi><mml:mn>2</mml:mn></mml:msub></mml:mrow></mml:msup><mml:mo stretchy="false">/</mml:mo><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mrow><mml:mn>4</mml:mn><mml:mi>π</mml:mi><mml:msup><mml:mi>r</mml:mi><mml:mn>3</mml:mn></mml:msup></mml:mrow><mml:mo stretchy="false">)</mml:mo></mml:mrow><mml:mo>,</mml:mo><mml:mtext> </mml:mtext><mml:msub><mml:mi>B</mml:mi><mml:mrow><mml:msub><mml:mi>y</mml:mi><mml:mn>1</mml:mn></mml:msub></mml:mrow></mml:msub><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mi>t</mml:mi><mml:mo stretchy="false">)</mml:mo></mml:mrow><mml:mo>=</mml:mo><mml:msub><mml:mi>μ</mml:mi><mml:mn>0</mml:mn></mml:msub><mml:mtext> </mml:mtext><mml:msub><mml:mi>m</mml:mi><mml:mn>0</mml:mn></mml:msub><mml:mo>·</mml:mo><mml:mi>sin</mml:mi><mml:mtext> </mml:mtext><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mrow><mml:msub><mml:mi>ω</mml:mi><mml:mn>0</mml:mn></mml:msub><mml:mi>t</mml:mi></mml:mrow><mml:mo stretchy="false">)</mml:mo></mml:mrow><mml:mo>·</mml:mo><mml:msup><mml:mi>e</mml:mi><mml:mrow><mml:mo>−</mml:mo><mml:mi>t</mml:mi><mml:mo stretchy="false">/</mml:mo><mml:msub><mml:mi>T</mml:mi><mml:mn>2</mml:mn></mml:msub></mml:mrow></mml:msup><mml:mo stretchy="false">/</mml:mo><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mrow><mml:mn>2</mml:mn><mml:mi>π</mml:mi><mml:msup><mml:mi>r</mml:mi><mml:mn>3</mml:mn></mml:msup></mml:mrow><mml:mo stretchy="false">)</mml:mo></mml:mrow><mml:mo>;</mml:mo></mml:mrow></mml:math>
</disp-formula><disp-formula id="eq2">
<label>(2)</label>
<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" id="M2" display="block" overflow="scroll"><mml:mrow><mml:msub><mml:mi>B</mml:mi><mml:mrow><mml:msub><mml:mi>x</mml:mi><mml:mn>2</mml:mn></mml:msub></mml:mrow></mml:msub><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mi>t</mml:mi><mml:mo stretchy="false">)</mml:mo></mml:mrow><mml:mo>=</mml:mo><mml:mo>−</mml:mo><mml:msub><mml:mi>μ</mml:mi><mml:mn>0</mml:mn></mml:msub><mml:mtext> </mml:mtext><mml:msub><mml:mi>m</mml:mi><mml:mn>0</mml:mn></mml:msub><mml:mo>·</mml:mo><mml:mi>cos</mml:mi><mml:mtext> </mml:mtext><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mrow><mml:msub><mml:mi>ω</mml:mi><mml:mn>0</mml:mn></mml:msub><mml:mi>t</mml:mi></mml:mrow><mml:mo stretchy="false">)</mml:mo></mml:mrow><mml:mo>·</mml:mo><mml:msup><mml:mi>e</mml:mi><mml:mrow><mml:mo>−</mml:mo><mml:mi>t</mml:mi><mml:mo stretchy="false">/</mml:mo><mml:msub><mml:mi>T</mml:mi><mml:mn>2</mml:mn></mml:msub></mml:mrow></mml:msup><mml:mo stretchy="false">/</mml:mo><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mrow><mml:mn>2</mml:mn><mml:mi>π</mml:mi><mml:msup><mml:mi>r</mml:mi><mml:mn>3</mml:mn></mml:msup></mml:mrow><mml:mo stretchy="false">)</mml:mo></mml:mrow><mml:mo>,</mml:mo><mml:mtext> </mml:mtext><mml:msub><mml:mi>B</mml:mi><mml:mrow><mml:msub><mml:mi>y</mml:mi><mml:mn>2</mml:mn></mml:msub></mml:mrow></mml:msub><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mi>t</mml:mi><mml:mo stretchy="false">)</mml:mo></mml:mrow><mml:mo>=</mml:mo><mml:mo>−</mml:mo><mml:msub><mml:mi>μ</mml:mi><mml:mn>0</mml:mn></mml:msub><mml:mtext> </mml:mtext><mml:msub><mml:mi>m</mml:mi><mml:mn>0</mml:mn></mml:msub><mml:mo>·</mml:mo><mml:mi>sin</mml:mi><mml:mtext> </mml:mtext><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mrow><mml:msub><mml:mi>ω</mml:mi><mml:mn>0</mml:mn></mml:msub><mml:mi>t</mml:mi></mml:mrow><mml:mo stretchy="false">)</mml:mo></mml:mrow><mml:mo>·</mml:mo><mml:msup><mml:mi>e</mml:mi><mml:mrow><mml:mo>−</mml:mo><mml:mi>t</mml:mi><mml:mo stretchy="false">/</mml:mo><mml:msub><mml:mi>T</mml:mi><mml:mn>2</mml:mn></mml:msub></mml:mrow></mml:msup><mml:mo stretchy="false">/</mml:mo><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mrow><mml:mn>4</mml:mn><mml:mi>π</mml:mi><mml:msup><mml:mi>r</mml:mi><mml:mn>3</mml:mn></mml:msup></mml:mrow><mml:mo stretchy="false">)</mml:mo></mml:mrow><mml:mo>.</mml:mo></mml:mrow></mml:math>
</disp-formula><p>Here, <italic toggle="yes">r</italic> is the offset distance of the center of the sensing volumes from the magnetic dipole (the sample is modeled as a uniformly magnetized sphere); <italic toggle="yes">T</italic>
<sub>2</sub> is the characteristic exponential decay time of the precession signal; <italic toggle="yes">µ</italic>
<sub>0</sub> is the vacuum permeability constant. Note the factor-of-two difference between pairs of measured field components; this is the result of a dipole-field geometry as measured by point-like sensors. The initial magnetic-moment amplitude <italic toggle="yes">m</italic>
<sub>0</sub> equals the sample volume times the magnetization of the sample. Note that each measured magnetic-field component may be positive or negative, since vector rather than scalar magnetometers are used. For a spherical 1mL sample of water polarized at 1T and room temperature (typically 22°C in our lab), one can estimate magnetic-field values (at the beginning of the measurement assuming no relaxation losses) on the order of 100pT, given the experimental offset distance of 17.5mm. This agrees with experimental data (<xref rid="f2" ref-type="fig">
<bold>Figure 2</bold>
</xref>); a complete calculation is provided in <xref rid="SM1" ref-type="supplementary-material">
<bold>Supplementary Material</bold>
</xref>. We note that, fundamentally, <xref rid="eq1" ref-type="disp-formula">Equations 1</xref>, <xref rid="eq2" ref-type="disp-formula">2</xref> should contain <inline-formula>
<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" id="im2" display="inline" overflow="scroll"><mml:mrow><mml:msubsup><mml:mi>T</mml:mi><mml:mn>2</mml:mn><mml:mo>*</mml:mo></mml:msubsup></mml:mrow></mml:math>
</inline-formula> rather than <italic toggle="yes">T</italic>
<sub>2</sub>, as we do not employ CPMG or other dynamic decoupling sequences to suppress effects of magnetic-field inhomogeneities at the position of the sample during measurement. However, because the studied leaf samples have intrinsically high relaxation rates (<italic toggle="yes">T</italic>
<sub>2</sub> of 150–300ms, see Section 3) which are larger than contributions due to inhomogeneity of the solenoid (<xref rid="SM1" ref-type="supplementary-material">
<bold>Figure S8</bold>
</xref>), such simplification is warranted in our case.</p><fig position="float" id="f2" orientation="portrait"><label>Figure 2</label><caption><p>Comparison of water-proton NMR calibration spectra using three different detection modalities. A 1.5mL vial of deionized water was measured using the detection geometry and relaxometry protocol depicted in <xref rid="f1" ref-type="fig">
<bold>Figure 1</bold>
</xref>, at a 230nT (10Hz) precession field. Plots show the average of four scans. Top row, left to right: first second of the free-induction-decay (FID) signal recorded by the <italic toggle="yes">y</italic>-channel of sensor 1; gradiometric FID signal (difference of signals from the <italic toggle="yes">y</italic>-channels of sensors 1 and 2), showing signal enhancement and noise suppression; overlaid <italic toggle="yes">x</italic> (red) and <italic toggle="yes">y</italic> (blue) gradiometric FID signals, which are summed in quadrature as described in the text. Bottom row: corresponding frequency spectra obtained by fast Fourier transform (FFT); the signal at +10Hz is enhanced at least 2.5 times in the phased quadrature spectrum (rightmost panel) as compared to a phased single <italic toggle="yes">y</italic>-channel spectrum (leftmost panel). Only a small residual remains at −10Hz due to imperfections in the quadrature geometry, after correcting for differences in gain of the gradiometric channels. For plotting, a 50Hz low-pass filter was applied to the data in the time domain.</p></caption><graphic xmlns:xlink="http://www.w3.org/1999/xlink" position="float" orientation="portrait" xlink:href="fpls-15-1352282-g002.jpg"><?image-name fpls-15-1352282-g002.jpg?><?image-size 105961?><?image-md5 6ac82b76047210c7cfac8793f7e3eaa5?><?image-image-server-status LOAD_COMPLETED?><?image-original-height 1924?><?image-original-width 3388?><?image-scaled-height 427?><?image-scaled-width 752?><?image-cloudpmc-urn urn:cdn:blobs/9236/10957608/6ac82b760472/fpls-15-1352282-g002.jpg?><?thumb-name fpls-15-1352282-g002.gif?><?thumb-size 11176?><?thumb-md5 149c5f443eabdf17c6dd89519b8bbb50?><?thumb-image-server-status NEVER_LOAD?><?thumb-scaled-height 80?><?thumb-scaled-width 140?><?thumb-cloudpmc-urn urn:cdn:blobs/9236/10957608/149c5f443eab/fpls-15-1352282-g002.gif?></graphic></fig><p>We see from <xref rid="eq1" ref-type="disp-formula">Equations 1</xref>, <xref rid="eq2" ref-type="disp-formula">2</xref> and the geometry in <xref rid="f1" ref-type="fig">
<bold>Figure 1A</bold>
</xref> that by subtracting the measured fields along the <italic toggle="yes">x</italic>- and <italic toggle="yes">y</italic>-axes, respectively, the signals along each axis add—leading to a signal enhancement of 1.5, assuming identical sensor response—while common-mode noise is canceled. Furthermore, the two gradiometric signals have a relative phase of <italic toggle="yes">π/</italic>2—i.e., are in-quadrature—which becomes useful for signal processing in the frequency domain via Fourier transform. This is the basis of what we have termed the “gradiometric quadrature” detection scheme, used in the work reported here to achieve enhanced (by a factor of ∼3 compared to single-channel measurement) proton signals in <italic toggle="yes">ex vivo</italic> tree leaves.</p><p>The experimental setup, contained in a portable instrument rack, is depicted schematically in <xref rid="f1" ref-type="fig">
<bold>Figure 1B</bold>
</xref>. Thermal polarization of nuclear spins is created using a 1T Halbach magnet with 15mm bore, which defines the maximum possible diameter of measured samples. After adequate polarization-buildup time in the magnet (5–10s), rapid (∼100ms) mechanical shuttling of the sample into the magnetic shield (Twinleaf MS-1LF) is performed using an Arduino-controlled stepper motor driving a plastic gear rack, to which a nonmagnetic sample holder is attached. Shuttling occurs inside a double-layer piercing solenoid wrapped around a plexiglass tube and reaching from the top of the Halbach magnet through the magnetic shield. At the center of the shield, a 3D-printed frame of ABS plastic contains three pairs of Helmholtz coils (radius 33mm) for creation of magnetic-field pulses along the <italic toggle="yes">x</italic>-, <italic toggle="yes">y</italic>-, or <italic toggle="yes">z</italic>-axes to manipulate the nuclear-spin state, as well as two atomic magnetometers (QuSpin QZFM Gen-2) for detection of nuclear-spin signals (<xref rid="f1" ref-type="fig">
<bold>Figure 1A</bold>
</xref>). These zero-field sensors can operate in ambient magnetic fields of up to tens of nT, which is readily achieved with the magnetic shield, with the aid of built-in compensation coils. We introduced the piercing solenoid specifically to be able to separate the background field on the sensors from the precession field on the sample. A field on the order of 10µT may be generated inside the piercing solenoid without compromising sensor operation, as field leakage outside the solenoid is usually below 1%. The range of achievable precession frequencies is ultimately limited by sensor bandwidth—below 500Hz for the atomic magnetometers used in this work.</p><p>
<xref rid="f1" ref-type="fig">
<bold>Figure 1B</bold>
</xref> shows the typical relaxometry protocol for the experiments reported here. After spin polarization and shuttling, immediate application of a <italic toggle="yes">π/</italic>2-pulse in the <italic toggle="yes">y</italic>-direction rotates the bulk <italic toggle="yes">z-</italic>magnetization into the <italic toggle="yes">x</italic>-axis, where it subsequently precesses about the leading <italic toggle="yes">z</italic>-field of amplitude <italic toggle="yes">B</italic>
<sub>0</sub> at an angular frequency <italic toggle="yes">ω</italic>
<sub>0</sub> given by the proton gyromagnetic ratio <inline-formula>
<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" id="im4" display="inline" overflow="scroll"><mml:mrow><mml:msub><mml:mi>γ</mml:mi><mml:mrow><mml:msub><mml:mn>1</mml:mn><mml:mi>H</mml:mi></mml:msub></mml:mrow></mml:msub></mml:mrow></mml:math>
</inline-formula> according to <inline-formula>
<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" id="im5" display="inline" overflow="scroll"><mml:mrow><mml:msub><mml:mi>ω</mml:mi><mml:mn>0</mml:mn></mml:msub><mml:mo>=</mml:mo><mml:msub><mml:mi>γ</mml:mi><mml:mrow><mml:msub><mml:mn>1</mml:mn><mml:mi>H</mml:mi></mml:msub></mml:mrow></mml:msub><mml:msub><mml:mi>B</mml:mi><mml:mn>0</mml:mn></mml:msub></mml:mrow></mml:math>
</inline-formula>, where <inline-formula>
<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" id="im6" display="inline" overflow="scroll"><mml:mrow><mml:msub><mml:mi>γ</mml:mi><mml:mrow><mml:msub><mml:mn>1</mml:mn><mml:mi>H</mml:mi></mml:msub></mml:mrow></mml:msub><mml:mo stretchy="false">/</mml:mo><mml:mn>2</mml:mn><mml:mi>π</mml:mi><mml:mo>≈</mml:mo><mml:mtext> </mml:mtext><mml:mn>43</mml:mn><mml:mi mathvariant="normal">H</mml:mi><mml:mi mathvariant="normal">z</mml:mi><mml:mo stretchy="false">/</mml:mo><mml:mo>µ</mml:mo><mml:mi mathvariant="normal">T</mml:mi></mml:mrow></mml:math>
</inline-formula>. This Larmor precession gives rise to a free-induction-decay (FID) signal which is acquired by the magnetometers. For proton spins (positive sign of the gyromagnetic ratio), precession is “left-handed”, occurring clockwise about the applied magnetic field (<xref rid="B23" ref-type="bibr">Levitt, 1997</xref>).</p><p>Experimental timing and control as well as detector readout were implemented in Labview using NI TTL-pulse and data-acquisition cards. To maximize the SNR of the measured FID signal, a number of experimental parameters were iteratively optimized. These include: polarization time, solenoid field (proton precession frequency), shuttling time and speed/acceleration, pulse duration and amplitude, and acquisition time. Various calibration data, along with photos and further details of the apparatus, may be found in <xref rid="SM1" ref-type="supplementary-material">
<bold>Supplementary Material</bold>
</xref>.</p></sec><sec id="s2_2"><label>2.2</label><title>Data processing</title><p>During acquisition of an FID according to the protocol in <xref rid="f1" ref-type="fig">
<bold>Figure 1B</bold>
</xref>, the analog voltage outputs of all four magnetometer channels are recorded at a user-defined sampling rate, usually 2kHz, for subsequent analysis. Although the sensors are always calibrated (i.e., ambient magnetic fields internally compensated) with the sample in the measurement position prior to each experiment, application of the magnetic-field pulse drives the sensors out of their sensitive range for some tens of milliseconds. Thus, initial data points must be discarded in post-processing, resulting in an effective linear phase shift of the recorded oscillating signal. Because each magnetometer channel provides a vector measurement—sensitive to the sign of the magnetic field, in contrast to a scalar sensor—the handedness of spin precession may be deduced from a single-channel time trace, if it is possible to reconstruct the true phase of the FID. However, the quadrature detection scheme allows us to determine the handedness without having to reconstruct the phase.</p><p>As an illustration of the analysis procedure, <xref rid="f2" ref-type="fig">
<bold>Figure 2</bold>
</xref> shows calibration data from a liquid water sample at a proton precession frequency of 10Hz, obtained by supplying a current of 54µA to the piercing solenoid. The first 25ms of data, corresponding to the first 50 points of the FID sampled at 2kHz, have been discarded to remove post-pulse artifacts which would otherwise adversely affect the spectral lineshape and baseline (the calibrated magnetometers have a dynamic range of approximately 5nT; the applied pulse of 30µT prior to acquisition temporarily pushes them out of range). Plots show the average of multiple (here, four) scans, where a linear trend has been removed from each individual raw time trace prior to averaging. This detrending of time-domain signals mitigates the effect of low-frequency magnetic-field drifts in the lab environment, which may negatively impact spectral baselines in the frequency domain. Initially, we convert from voltage to magnetic-field units to obtain four time series associated with the four magnetometer channels, which we denote <italic toggle="yes">x</italic>
<sub>1</sub>, <italic toggle="yes">y</italic>
<sub>1</sub>, <italic toggle="yes">x</italic>
<sub>2</sub>, and <italic toggle="yes">y</italic>
<sub>2</sub>, following <xref rid="eq1" ref-type="disp-formula">Equations 1</xref>, <xref rid="eq2" ref-type="disp-formula">2</xref>. The two gradiometric channels are subsequently constructed as <italic toggle="yes">x</italic> = <italic toggle="yes">x</italic>
<sub>1</sub> − <italic toggle="yes">x</italic>
<sub>2</sub> and <italic toggle="yes">y</italic> = <italic toggle="yes">y</italic>
<sub>1</sub> − <italic toggle="yes">y</italic>
<sub>2</sub>. By examining the single-channel and gradiometric time traces in the context of the detection geometry (<xref rid="f1" ref-type="fig">
<bold>Figure 1A</bold>
</xref>), we can confirm that the spin signal was initialized along − <inline-formula>
<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" id="im7" display="inline" overflow="scroll"><mml:mrow><mml:mover accent="true"><mml:mi>x</mml:mi><mml:mo stretchy="true">^</mml:mo></mml:mover></mml:mrow></mml:math>
</inline-formula> and is precessing clockwise in the <italic toggle="yes">x</italic>-<italic toggle="yes">y</italic> plane, consistent with a precession field along <inline-formula>
<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" id="im8" display="inline" overflow="scroll"><mml:mrow><mml:mo>+</mml:mo><mml:mover accent="true"><mml:mi>z</mml:mi><mml:mo stretchy="true">^</mml:mo></mml:mover></mml:mrow></mml:math>
</inline-formula>. Furthermore, reduction of higher-frequency noise via gradiometry is visible.</p><p>The gradiometric-quadrature channel can be constructed from the two gradiometric channels as <italic toggle="yes">x</italic>+<italic toggle="yes">iy</italic> (see <xref rid="SM1" ref-type="supplementary-material">
<bold>Supplementary Material</bold>
</xref> for more details). In our experimental geometry, the time-dependent quadrature signal may be thought of as a vector rotating clockwise in the complex plane defined by a real <italic toggle="yes">x</italic>-axis and imaginary <italic toggle="yes">y</italic>-axis. Assuming perfect quadrature geometry, when a standard Fourier transform is performed to convert the signal into the frequency domain, the resulting spectrum should contain a resonance only at +10Hz and not at −10Hz.</p><p>In the time domain, the processed complex gradiometric-quadrature signal is written as</p><disp-formula id="eq3">
<label>(3)</label>
<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" id="M3" display="block" overflow="scroll"><mml:mrow><mml:mi>S</mml:mi><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mi>t</mml:mi><mml:mo stretchy="false">)</mml:mo></mml:mrow><mml:mtext> </mml:mtext><mml:mo>=</mml:mo><mml:msup><mml:mi>e</mml:mi><mml:mrow><mml:mi>i</mml:mi><mml:mi>ϕ</mml:mi></mml:mrow></mml:msup><mml:mrow><mml:mo stretchy="false">[</mml:mo><mml:mrow><mml:mi>a</mml:mi><mml:mo>·</mml:mo><mml:mi>x</mml:mi><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mi>t</mml:mi><mml:mo stretchy="false">)</mml:mo></mml:mrow><mml:mtext> </mml:mtext><mml:mo>+</mml:mo><mml:mi>i</mml:mi><mml:mi>b</mml:mi><mml:mo>·</mml:mo><mml:mi>y</mml:mi><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mi>t</mml:mi><mml:mo stretchy="false">)</mml:mo></mml:mrow></mml:mrow><mml:mo stretchy="false">]</mml:mo></mml:mrow><mml:mo>,</mml:mo></mml:mrow></mml:math>
</disp-formula><p>where <italic toggle="yes">x</italic>(<italic toggle="yes">t</italic>) and <italic toggle="yes">y</italic> (<italic toggle="yes">t</italic>) are the gradiometric signals, and <italic toggle="yes">ϕ</italic> is an overall phase selected such that the real part of the frequency spectrum has an absorptive peak (see below) (<xref rid="B20" ref-type="bibr">Keeler, 2010</xref>). The numerical coefficients <italic toggle="yes">a</italic> and <italic toggle="yes">b</italic> are defined so that <italic toggle="yes">a</italic> + <italic toggle="yes">b</italic> = 2, and may be adjusted to account for possible differences in gain between the two channels—usually a few percent or less, based on suppression of the residual negative-frequency peak. Prior to the Fourier transform, zeros may be added to the end of the time series defined by <xref rid="eq3" ref-type="disp-formula">Equation 3</xref> (zero-filling) in order to increase the spectral resolution.</p><p>All frequency spectra throughout this manuscript are plotted such that the <italic toggle="yes">y</italic>-axis has units of pT/Hz or fT/Hz, depending on the signal strength. These units arise from the discrete Fourier transform (DFT) used to convert data from the time domain to the frequency domain and subsequent data processing, as explained in detail in <xref rid="SM1" ref-type="supplementary-material">
<bold>Supplementary Material</bold>
</xref>.</p><p>The exact SNR enhancements attainable by the gradiometric quadrature method depend strongly on performance of the individual sensors, which may vary between experiments, as well as non-common-mode systematic noise. In our experience with water calibration samples, compared to single-channel spectra, SNR could be enhanced up to 75% via gradiometry alone and up to 300% via the gradiometric quadrature method (depending on sensor performance). This indicates not only that gradiometry is effective in terms of noise suppression, but also that the quadrature approach is more beneficial than simply summing the positive-frequency and negative-frequency peaks in a traditional “mirrored” non-quadrature spectrum. See <xref rid="SM1" ref-type="supplementary-material">
<bold>Supplementary Material</bold>
</xref> for quadrature simulations, gradiometer sensitivity data, and further details about phasing of quadrature signals. We expect that gradiometric quadrature detection can be especially advantageous for situations in which sensitive magnetometers operate in unshielded environments—if the contribution from common-mode noise dominates the contribution from uncorrelated noise at the positions of two sensors, total measurement noise will be significantly suppressed.</p></sec><sec id="s2_3"><label>2.3</label><title>Leaf harvest and sample preparation</title><p>A description of all 19 tree-leaf samples included in our study is provided in <xref rid="T1" ref-type="table">
<bold>Table 1</bold>
</xref>. For identification purposes, samples from each genus were numbered in order of preparation/measurement date. We note that, due to seasonal availability, evergreen (spruce, pine, and yew) leaves were collected from late February to early April, while deciduous (hazel, cherry, beech, and oak) leaves were collected from early April to late May. Sample collection occurred as close as possible to the time of first measurement. All samples were sourced from the Eurasian arboretum of the Mainz Botanical Garden, which informed the specific choice of species and/or cultivar, although we purposely selected a diverse range of common genera.</p><table-wrap position="float" id="T1" orientation="portrait"><label>Table 1</label><caption><p>Overview of the leaf measurement campaign, in which samples from seven different tree genera were studied.</p></caption><table frame="hsides" rules="groups"><thead><tr><th valign="middle" align="center" rowspan="1" colspan="1">Genus</th><th valign="middle" align="center" rowspan="1" colspan="1">Species/cultivar</th><th valign="middle" align="center" rowspan="1" colspan="1">Sample</th><th valign="middle" align="center" rowspan="1" colspan="1">Date measured, <break/>2023-MM-DD</th><th valign="top" align="right" rowspan="1" colspan="1">Leaf mass,<break/>± 1mg</th><th valign="middle" align="center" rowspan="1" colspan="1">Signal <break/>amplitude, fT/Hz</th><th valign="middle" align="center" rowspan="1" colspan="1">
<italic toggle="yes">T</italic>
<sub>2</sub>, ms</th></tr></thead><tbody><tr><td valign="middle" rowspan="4" align="center" colspan="1">
<bold>spruce</bold>
<break/>
<bold>(<italic toggle="yes">Picea</italic>)</bold>
</td><td valign="middle" rowspan="2" align="center" colspan="1">Norway spruce<break/>(<italic toggle="yes">Picea abies</italic>)<break/>“Acrocona”</td><td valign="middle" align="center" rowspan="1" colspan="1">S1</td><td valign="top" align="center" rowspan="1" colspan="1">02-24<break/>02-27<break/>03-08</td><td valign="top" align="right" rowspan="1" colspan="1">592<break/>520<break/>344</td><td valign="top" align="center" rowspan="1" colspan="1">68.3 ± 2.2<break/>26.7 ± 0.9<break/>2.5 ± 0.5</td><td valign="top" align="center" rowspan="1" colspan="1">197 ± 2<break/>158 ± 2<break/>164 ± 13</td></tr><tr><td valign="middle" align="center" rowspan="1" colspan="1">S2</td><td valign="top" align="center" rowspan="1" colspan="1">02-25<break/>02-28<break/>03-13</td><td valign="top" align="right" rowspan="1" colspan="1">648<break/>590<break/>322</td><td valign="top" align="center" rowspan="1" colspan="1">53.3 ± 2.1<break/>27.0 ± 0.6<break/>0.9 ± 0.7</td><td valign="top" align="center" rowspan="1" colspan="1">151 ± 2<break/>162 ± 2<break/>290 ± 83</td></tr><tr><td valign="middle" rowspan="2" align="center" colspan="1">Norway spruce (<italic toggle="yes">Picea abies</italic>)</td><td valign="middle" align="center" rowspan="1" colspan="1">S3</td><td valign="top" align="center" rowspan="1" colspan="1">03-02<break/>03-04<break/>03-14</td><td valign="top" align="right" rowspan="1" colspan="1">664<break/>592<break/>393</td><td valign="top" align="center" rowspan="1" colspan="1">30.0 ± 1.1<break/>11.7 ± 0.7<break/>2.2 ± 0.8</td><td valign="top" align="center" rowspan="1" colspan="1">193 ± 3<break/>182 ± 4<break/>258 ± 37</td></tr><tr><td valign="middle" align="center" rowspan="1" colspan="1">S4</td><td valign="top" align="center" rowspan="1" colspan="1">03-03<break/>03-07<break/>03-16</td><td valign="top" align="right" rowspan="1" colspan="1">714<break/>616<break/>414</td><td valign="top" align="center" rowspan="1" colspan="1">34.9 ± 3.3<break/>27.4 ± 1.7<break/>1.4 ± 0.7</td><td valign="top" align="center" rowspan="1" colspan="1">310 ± 11<break/>295 ± 7<break/>296 ± 57</td></tr><tr><td valign="middle" rowspan="4" align="center" colspan="1">
<bold>pine</bold>
<break/>
<bold>(<italic toggle="yes">Pinus</italic>)</bold>
</td><td valign="middle" rowspan="2" align="center" colspan="1">mountain pine<break/>(<italic toggle="yes">Pinus uncinata</italic>)</td><td valign="top" align="center" rowspan="1" colspan="1">P1</td><td valign="top" align="center" rowspan="1" colspan="1">03-09</td><td valign="top" align="right" rowspan="1" colspan="1">1001</td><td valign="top" align="center" rowspan="1" colspan="1">10.2 ± 1.0</td><td valign="top" align="center" rowspan="1" colspan="1">196 ± 7</td></tr><tr><td valign="top" align="center" rowspan="1" colspan="1">P2</td><td valign="top" align="center" rowspan="1" colspan="1">03-10</td><td valign="top" align="right" rowspan="1" colspan="1">516</td><td valign="top" align="center" rowspan="1" colspan="1">13.1 ± 0.8</td><td valign="top" align="center" rowspan="1" colspan="1">173 ± 4</td></tr><tr><td valign="middle" rowspan="2" align="center" colspan="1">dwarf mountain pine (<italic toggle="yes">Pinus mugo</italic>)</td><td valign="top" align="center" rowspan="1" colspan="1">P3</td><td valign="top" align="center" rowspan="1" colspan="1">03-17</td><td valign="top" align="right" rowspan="1" colspan="1">512</td><td valign="top" align="center" rowspan="1" colspan="1">26.3 ± 1.9</td><td valign="top" align="center" rowspan="1" colspan="1">324 ± 9</td></tr><tr><td valign="top" align="center" rowspan="1" colspan="1">P4</td><td valign="top" align="center" rowspan="1" colspan="1">03-20</td><td valign="top" align="right" rowspan="1" colspan="1">503</td><td valign="top" align="center" rowspan="1" colspan="1">22.5 ± 1.5</td><td valign="top" align="center" rowspan="1" colspan="1">264 ± 7</td></tr><tr><td valign="middle" rowspan="2" align="center" colspan="1">
<bold>yew</bold>
<break/>
<bold>(<italic toggle="yes">Taxus</italic>)</bold>
</td><td valign="middle" rowspan="2" align="center" colspan="1">common yew<break/>(<italic toggle="yes">Taxus baccata</italic>)</td><td valign="top" align="center" rowspan="1" colspan="1">Y1</td><td valign="top" align="center" rowspan="1" colspan="1">03-22</td><td valign="top" align="right" rowspan="1" colspan="1">596</td><td valign="top" align="center" rowspan="1" colspan="1">4.5 ± 0.6</td><td valign="top" align="center" rowspan="1" colspan="1">191 ± 10</td></tr><tr><td valign="top" align="center" rowspan="1" colspan="1">Y2</td><td valign="top" align="center" rowspan="1" colspan="1">04-06</td><td valign="top" align="right" rowspan="1" colspan="1">690</td><td valign="top" align="center" rowspan="1" colspan="1">3.3 ± 0.5</td><td valign="top" align="center" rowspan="1" colspan="1">182 ± 10</td></tr><tr><td valign="middle" rowspan="3" align="center" colspan="1">
<bold>hazel</bold>
<break/>
<bold>(<italic toggle="yes">Corylus</italic>)</bold>
</td><td valign="middle" rowspan="3" align="center" colspan="1">common hazel<break/>(<italic toggle="yes">Corylus avellana</italic>)</td><td valign="top" align="center" rowspan="1" colspan="1">H1</td><td valign="top" align="center" rowspan="1" colspan="1">04-04</td><td valign="top" align="right" rowspan="1" colspan="1">404</td><td valign="top" align="center" rowspan="1" colspan="1">5.2 ± 0.7</td><td valign="top" align="center" rowspan="1" colspan="1">193 ± 10</td></tr><tr><td valign="top" align="center" rowspan="1" colspan="1">H2</td><td valign="top" align="center" rowspan="1" colspan="1">04-07</td><td valign="top" align="right" rowspan="1" colspan="1">584</td><td valign="top" align="center" rowspan="1" colspan="1">9.8 ± 0.7</td><td valign="top" align="center" rowspan="1" colspan="1">209 ± 6</td></tr><tr><td valign="top" align="center" rowspan="1" colspan="1">H3</td><td valign="top" align="center" rowspan="1" colspan="1">04-10</td><td valign="top" align="right" rowspan="1" colspan="1">682</td><td valign="top" align="center" rowspan="1" colspan="1">19.2 ± 1.2</td><td valign="top" align="center" rowspan="1" colspan="1">262 ± 6</td></tr><tr><td valign="middle" rowspan="2" align="center" colspan="1">
<bold>cherry</bold>
<break/>
<bold>(<italic toggle="yes">Prunus</italic>)</bold>
</td><td valign="middle" rowspan="2" align="center" colspan="1">bird cherry<break/>(<italic toggle="yes">Prunus padus</italic>)</td><td valign="top" align="center" rowspan="1" colspan="1">C1</td><td valign="top" align="center" rowspan="1" colspan="1">04-11</td><td valign="top" align="right" rowspan="1" colspan="1">525</td><td valign="top" align="center" rowspan="1" colspan="1">23.7 ± 3.9</td><td valign="top" align="center" rowspan="1" colspan="1">223 ± 14</td></tr><tr><td valign="top" align="center" rowspan="1" colspan="1">C2</td><td valign="top" align="center" rowspan="1" colspan="1">04-12</td><td valign="top" align="right" rowspan="1" colspan="1">504</td><td valign="top" align="center" rowspan="1" colspan="1">34.7 ± 5.1</td><td valign="top" align="center" rowspan="1" colspan="1">189 ± 11</td></tr><tr><td valign="middle" rowspan="2" align="center" colspan="1">
<bold>beech</bold>
<break/>
<bold>(<italic toggle="yes">Fagus</italic>)</bold>
</td><td valign="top" rowspan="2" align="center" colspan="1">European beech<break/>(<italic toggle="yes">Fagus sylvatica</italic>)<break/>“Rohanii”</td><td valign="top" align="center" rowspan="1" colspan="1">B1</td><td valign="top" align="center" rowspan="1" colspan="1">05-04</td><td valign="top" align="right" rowspan="1" colspan="1">463</td><td valign="top" align="center" rowspan="1" colspan="1">48.6 ± 3.4</td><td valign="top" align="center" rowspan="1" colspan="1">259 ± 7</td></tr><tr><td valign="top" align="center" rowspan="1" colspan="1">B2</td><td valign="top" align="center" rowspan="1" colspan="1">05-05</td><td valign="top" align="right" rowspan="1" colspan="1">446</td><td valign="top" align="center" rowspan="1" colspan="1">44.2 ± 4.3</td><td valign="top" align="center" rowspan="1" colspan="1">355 ± 13</td></tr><tr><td valign="middle" rowspan="2" align="center" colspan="1">
<bold>oak</bold>
<break/>
<bold>(<italic toggle="yes">Quercus</italic>)</bold>
</td><td valign="middle" rowspan="2" align="center" colspan="1">pubescent oak<break/>(<italic toggle="yes">Quercus pubescent</italic>)</td><td valign="middle" align="center" rowspan="1" colspan="1">O1</td><td valign="top" align="center" rowspan="1" colspan="1">05-17<break/>05-23<break/>05-30</td><td valign="top" align="right" rowspan="1" colspan="1">932<break/>738<break/>721</td><td valign="top" align="center" rowspan="1" colspan="1">70.3 ± 3.1<break/>2.8 ± 0.8<break/>3.5 ± 0.8</td><td valign="top" align="center" rowspan="1" colspan="1">222 ± 4<break/>348 ± 38<break/>396 ± 33</td></tr><tr><td valign="middle" align="center" rowspan="1" colspan="1">O2</td><td valign="top" align="center" rowspan="1" colspan="1">05-19<break/>05-25<break/>05-31</td><td valign="top" align="right" rowspan="1" colspan="1">531<break/>323<break/>254</td><td valign="top" align="center" rowspan="1" colspan="1">36.0 ± 2.9<break/>2.3 ± 1.0<break/>4.1 ± 1.4</td><td valign="top" align="center" rowspan="1" colspan="1">233 ± 7<break/>536 ± 93<break/>563 ± 75</td></tr></tbody></table><table-wrap-foot><fn><p>Branchlets were freshly harvested in the Mainz Botanical Garden and transported to the lab in a beaker of distilled water for immediate sample preparation and measurement. Intact leaves were carefully dried and packed into a 2mL closed glass vial, which was weighed and inserted into the experimental apparatus for a 13h measurement (4096 scans). For dehydration studies (spruce and oak), sample vials were stored uncapped between measurements in a plant growth chamber at 22°C.</p></fn></table-wrap-foot></table-wrap><p>During harvest, a branchlet containing sufficient leaf coverage was cut from the branch tip of the tree donor and immediately placed in a glass beaker partially filled with distilled water such that the cut end of the branchlet was submerged, as shown in the photo inset of <xref rid="f3" ref-type="fig">
<bold>Figure 3</bold>
</xref>. Sample preparation in the laboratory proceeded as follows. Leaves or needles were gently removed from the branchlet, thoroughly dried with a clean tissue to remove any excess moisture, and packed into a pristine glass shell vial (BGB SV2ML) with outer diameter 11.6mm and interior volume 3.3cm<sup>3</sup>. Spruce, pine, and yew needles were placed lengthwise vertically into the vial, whereas the hazel, cherry, beech, and oak leaves had to be rolled or folded. Care was taken to avoid tearing or otherwise damaging leaves during sample preparation, thereby preserving the original structure of the plant tissue, while fitting as many leaves or needles as possible into the tubular vial (<xref rid="f3" ref-type="fig">
<bold>Figure 3</bold>
</xref> photo inset). Due to leaf geometry, it was not possible to achieve completely uniform density of leaf material in the vial, particularly for larger deciduous leaves. Each individual vial and its plastic cap were weighed with a digital scale before and after leaf insertion to extract the total leaf mass. Vials were capped prior to and throughout each 13h experiment in the relaxometry setup, to prevent dehydration of the sample. After each experiment, the capped vial was removed from the setup, uncapped to release any trapped water vapor, recapped and weighed again. We found that post-measurement mass was always within a few mg of pre-measurement mass (<xref rid="T1" ref-type="table">
<bold>Table 1</bold>
</xref>), suggesting that leaf dehydration during the experiment was negligible, and that little to no excess water vapor had been contained inside the vial.</p><fig position="float" id="f3" orientation="portrait"><label>Figure 3</label><caption><p>Example of a typical leaf spectrum recorded by gradiometric quadrature detection (spruce sample S1). Water-proton signal has been fitted with a Lorentzian and phased such that fit residuals are minimized—see text for details of data analysis. Inset photos show a freshly harvested spruce branchlet (top) and a prepared sample of spruce needles (bottom).</p></caption><graphic xmlns:xlink="http://www.w3.org/1999/xlink" position="float" orientation="portrait" xlink:href="fpls-15-1352282-g003.jpg"><?image-name fpls-15-1352282-g003.jpg?><?image-size 86438?><?image-md5 c30ee1b922d5a5809c985e92fc87e258?><?image-image-server-status LOAD_COMPLETED?><?image-original-height 738?><?image-original-width 1299?><?image-scaled-height 369?><?image-scaled-width 649?><?image-cloudpmc-urn urn:cdn:blobs/9236/10957608/c30ee1b922d5/fpls-15-1352282-g003.jpg?><?thumb-name fpls-15-1352282-g003.gif?><?thumb-size 14464?><?thumb-md5 2a0df8ee8c992039e8996a77ce5a6b0a?><?thumb-image-server-status NEVER_LOAD?><?thumb-scaled-height 80?><?thumb-scaled-width 140?><?thumb-cloudpmc-urn urn:cdn:blobs/9236/10957608/2a0df8ee8c99/fpls-15-1352282-g003.gif?></graphic></fig><p>For the dehydration investigation, one evergreen genus (spruce) and one deciduous genus (oak) were selected; each sample was measured three different times, on the dates indicated in <xref rid="T1" ref-type="table">
<bold>Table 1</bold>
</xref>. Between experiments, the sample vial was stored uncapped in an on-site plant growth chamber (poly klima PK-520, 22°C, 12/12 h light/dark cycle, no humidity control). Because the vial was open only at one end, uniform dehydration of the leaf content could not be ensured. However, visible inspection of leaf color as well as the usual weighing procedure indicated that water loss had occurred during each storage period. It was critical to ensure that no condensation collected inside the vials at any stage of dehydration or measurement preparation, as this could introduce an additional spurious water-proton signal (sharp peak due to free water) not originating from water protons contained in the leaves themselves.</p></sec><sec id="s2_4"><label>2.4</label><title>Leaf measurements</title><p>Each leaf measurement was conducted under identical experimental conditions to produce a proton-NMR spectrum as in <xref rid="f3" ref-type="fig">
<bold>Figure 3</bold>
</xref>. A resonance frequency of around 285Hz, corresponding to a 7µT precession field with 1.5mA applied to the piercing solenoid, was selected to avoid lower-frequency noise while remaining with the sensitive bandwidth of the magnetometers (see <xref rid="SM1" ref-type="supplementary-material">
<bold>Supplementary Material</bold>
</xref>). In the plotted spectrum, linear background was removed in the region 260–320Hz and a Lorentzian fit (three-parameter Lorentzian function with constant term) was performed using the <italic toggle="yes">lorentzfit</italic> script in Matlab. As expected, the experimental lineshape is well-fitted by a Lorentzian, as it results from an exponentially decaying signal. Phasing of the quadrature signal was optimized by minimizing the root mean square error (RMSE) of the fit. Using the calculated fit parameters and errors thereon, the fit amplitude and linewidth (FWHM, full width at half maximum) were extracted. Typical fit amplitudes were on order 1 to 10fT/Hz—at least three orders of magnitude smaller than for pure water samples of similar volume—after averaging over 4096 scans (repetitions of the measurement protocol). The relaxation time <italic toggle="yes">T</italic>
<sub>2</sub> is related to the FWHM Δ as 1<italic toggle="yes">/</italic>(<italic toggle="yes">π</italic>Δ). Reported SNR values were obtained from the ratio of fit amplitude to the standard deviation of spectral noise in the region 265–275Hz. To avoid artificial broadening of the spectral line, no apodization was used; instead, a 300Hz low-pass filter was applied to each spectrum for lineshape correction of the averaged signal. Measured proton-signal amplitudes and <italic toggle="yes">T</italic>
<sub>2</sub> times are recorded for all 35 leaf experiments in <xref rid="T1" ref-type="table">
<bold>Table 1</bold>
</xref>. Complete fitted spectra, along with example analysis code and further details of the analysis protocol, may be found in <xref rid="SM1" ref-type="supplementary-material">
<bold>Supplementary Material</bold>
</xref>.</p><p>In principle, multiple mechanisms may affect the spectral linewidth. These include magnetic-field gradients at the location of the sample, combined effects of different relaxation mechanisms, and possible contributions from non-water protons. Due to the significant differences in linewidth between liquid and leaf samples, we conclude that field inhomogeneity at the location of the sample is negligible, and therefore we report <italic toggle="yes">T</italic>
<sub>2</sub> rather than <inline-formula>
<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" id="im9" display="inline" overflow="scroll"><mml:mrow><mml:msubsup><mml:mi>T</mml:mi><mml:mn>2</mml:mn><mml:mo>*</mml:mo></mml:msubsup></mml:mrow></mml:math>
</inline-formula> times in this work. As described in Section 2.2, the dead time required before data acquisition places a lower limit of 25ms on measurable <italic toggle="yes">T</italic>
<sub>2</sub> times, which is acceptable for studies of free or loosely bound water protons. Because experimental parameters remained unchanged over the course of the leaf study and all data underwent an identical analysis procedure, direct comparison of signal amplitudes and <italic toggle="yes">T</italic>
<sub>2</sub> times is possible. Comparing the leaf results to typical water calibration data, we find that <italic toggle="yes">T</italic>
<sub>2</sub> times in fresh leaf samples are an order of magnitude shorter than in liquid water samples of similar volume.</p></sec></sec><sec sec-type="results" id="s3"><label>3</label><title>Results</title><p>
<xref rid="f4" ref-type="fig">
<bold>Figures 4</bold>
</xref>, <xref rid="f5" ref-type="fig">
<bold>5</bold>
</xref> provide graphical representations of the results reported in <xref rid="T1" ref-type="table">
<bold>Table 1</bold>
</xref>. In <xref rid="f4" ref-type="fig">
<bold>Figure 4A</bold>
</xref>, we see that the normalized signal amplitude of the spectra obtained from freshly prepared leaf samples varies significantly by tree genus. This may indicate different water-storage capacities of leaves from different genera. It is interesting to note that packing more leaf matter into the sample vial to increase the overall sample mass did not necessarily increase the normalized signal amplitude, for leaves of the same species. This could be attributed to two effects: (1) non-uniformity of the packing of leaf matter inside vials and (2) demagnetization effects due to the fact that samples are cylindrical rather than spherical. Due to leaf shape, distribution of leaf material in the sample vial is not necessarily uniform and this is generally worse for deciduous trees than for evergreen trees, due to the needle-like form of the latter. We observe that evergreen tree leaves fill up vials more uniformly. Demagnetization field effects due to cylindrical sample geometry can result in lowered signal for some samples compared to others (<xref rid="T1" ref-type="table">
<bold>Table 1</bold>
</xref>). Future studies are warranted to investigate the effects of sample geometry and uniformity of leaf matter on the magnitude of observable NMR signals and the precise amount of water giving rise to them. In contrast to the amplitude results, we see from <xref rid="f4" ref-type="fig">
<bold>Figure 4B</bold>
</xref> that average measured <italic toggle="yes">T</italic>
<sub>2</sub> times do not appear to vary significantly among the studied tree genera.</p><fig position="float" id="f4" orientation="portrait"><label>Figure 4</label><caption><p>Results of the cross-species leaf-relaxometry study encompassing 19 fresh leaf samples. <bold>(A)</bold> Average normalized measured water content from the different tree genera. Signal amplitudes were extracted from Lorentzian fits of the measured spectra; error bars indicate the standard deviation of signal amplitude for each genus. Note that the spruce and pine data encompass multiple species or cultivars (<xref rid="T1" ref-type="table">
<bold>Table 1</bold>
</xref>). <bold>(B)</bold> Average <italic toggle="yes">T</italic>
<sub>2</sub> times, extracted from Lorentzian fits of the measured spectra; error bars indicate the standard deviation for each genus.</p></caption><graphic xmlns:xlink="http://www.w3.org/1999/xlink" position="float" orientation="portrait" xlink:href="fpls-15-1352282-g004.jpg"><?image-name fpls-15-1352282-g004.jpg?><?image-size 60341?><?image-md5 84a105bc3a348abf5448794c71b28198?><?image-image-server-status LOAD_COMPLETED?><?image-original-height 531?><?image-original-width 1299?><?image-scaled-height 265?><?image-scaled-width 649?><?image-cloudpmc-urn urn:cdn:blobs/9236/10957608/84a105bc3a34/fpls-15-1352282-g004.jpg?><?thumb-name fpls-15-1352282-g004.gif?><?thumb-size 13027?><?thumb-md5 fb6eed59bb0e7eee9820f2fc02476062?><?thumb-image-server-status NEVER_LOAD?><?thumb-scaled-height 80?><?thumb-scaled-width 195?><?thumb-cloudpmc-urn urn:cdn:blobs/9236/10957608/fb6eed59bb0e/fpls-15-1352282-g004.gif?></graphic></fig><fig position="float" id="f5" orientation="portrait"><label>Figure 5</label><caption><p>
<bold>(A)</bold> Tracking water content with dehydration in spruce (<italic toggle="yes">P. abies</italic>) and oak (<italic toggle="yes">Q. pubescens</italic>) leaves, see <xref rid="T1" ref-type="table">
<bold>Table 1</bold>
</xref>. Signal amplitudes and errors were extracted from Lorentzian fit parameters of the measured spectra; lines connecting data points are a guide to the eye. <bold>(B)</bold> Tracking proton <italic toggle="yes">T</italic>
<sub>2</sub> relaxation times with dehydration. Relaxation times and errors were extracted from Lorentzian fit parameters of the measured spectra; lines connecting data points are a guide to the eye.</p></caption><graphic xmlns:xlink="http://www.w3.org/1999/xlink" position="float" orientation="portrait" xlink:href="fpls-15-1352282-g005.jpg"><?image-name fpls-15-1352282-g005.jpg?><?image-size 78560?><?image-md5 0898c02a3d9ed74ac11d79e0d695acbc?><?image-image-server-status LOAD_COMPLETED?><?image-original-height 721?><?image-original-width 1299?><?image-scaled-height 360?><?image-scaled-width 649?><?image-cloudpmc-urn urn:cdn:blobs/9236/10957608/0898c02a3d9e/fpls-15-1352282-g005.jpg?><?thumb-name fpls-15-1352282-g005.gif?><?thumb-size 15891?><?thumb-md5 f051b03dfbf36cbfe657cb2b2cad5065?><?thumb-image-server-status NEVER_LOAD?><?thumb-scaled-height 80?><?thumb-scaled-width 144?><?thumb-cloudpmc-urn urn:cdn:blobs/9236/10957608/f051b03dfbf3/fpls-15-1352282-g005.gif?></graphic></fig><p>In <xref rid="f5" ref-type="fig">
<bold>Figure 5</bold>
</xref>, showing the results of the spruce/oak dehydration study, two trends can be observed. First, we observe an overall decrease in signal amplitude as sample mass decreases due to water loss, indicating that our experiments are primarily sensitive to water protons, as expected. However, we note that the dependence on sample mass is not entirely linear—this may be related to inhomogeneous dehydration of the sample, as mentioned above, as well as possible signal contributions from non-water protons. Second, an overall increase of <italic toggle="yes">T</italic>
<sub>2</sub> times, i.e. narrowing of the water-proton peak, is observed as sample mass decreases. This trend is more pronounced for the oak samples, even accounting for increased uncertainty on <italic toggle="yes">T</italic>
<sub>2</sub> due to reduction of SNR with dehydration. Notably, <italic toggle="yes">T</italic>
<sub>2</sub> increases most dramatically for oak samples, as compared to spruce.</p></sec><sec sec-type="discussion" id="s4"><label>4</label><title>Discussion</title><p>In this study, we showcased several key findings, including the noninvasive and nondestructive measurement of water signals in intact <italic toggle="yes">ex vivo</italic> plant parts using a proton relaxometry protocol at hypogeomagnetic field. Additionally, we achieved signal-to-noise ratio enhancement of weak biological NMR signals from non-solution samples by employing a gradiometric quadrature detection scheme, especially useful in a future deployment of this technology in the field. Our research involved a comparative investigation of water-proton signals and <italic toggle="yes">T</italic>
<sub>2</sub> relaxation in 19 tree-leaf samples, encompassing samples from seven genera, eight species, and nine cultivars. With this, we demonstrated sensitivity to the evolution of water-proton signals and <italic toggle="yes">T</italic>
<sub>2</sub> relaxation times through repeated measurements of dehydrating leaf samples.</p><p>The experiments reported here were intended as a proof-of-principle of the above, and have not yet attempted to answer specific biological questions. Nonetheless, the preliminary results displayed in <xref rid="f4" ref-type="fig">
<bold>Figures 4</bold>
</xref>, <xref rid="f5" ref-type="fig">
<bold>5</bold>
</xref> already contain information which suggests future lines of relaxometry research with tree leaves. For example, the observed differences in normalized water-proton signal amplitude among different genera and species/cultivars may motivate further large-sample-size studies of water-storage capacity and possible seasonal variations. By contrast, the relative uniformity of measured <italic toggle="yes">T</italic>
<sub>2</sub> times in all fresh leaf samples indicates that, at least in the hypogeomagnetic field regime, water-proton relaxation in leaf tissue is dominated by mechanisms common to the studied tree types. The observed tendency toward lengthening of <italic toggle="yes">T</italic>
<sub>2</sub> times (narrowing of the proton precession peak) with leaf dehydration, particularly in the measured oak samples, may seem contradictory to intuition—if one expects dehydration and tissue death to further constrain molecular motion and lead to broadening of the spectral feature. However, our result appears to be consistent with previous benchtop relaxometry studies where leaf senescence was correlated with changes in water distribution at the cellular level as well as lengthening of <italic toggle="yes">T</italic>
<sub>2</sub> components (<xref rid="B27" ref-type="bibr">Musse et al., 2013</xref>; <xref rid="B28" ref-type="bibr">Musse et al., 2017</xref>). Thus, we hope that our tree-leaf dehydration study will help open to the door to further relaxometry-enabled research on drought stress and tolerance in the context of forestry and agriculture.</p><p>Further improvements to the experimental setup will enable the affordable atomic-magnetometer based relaxometry device to achieve the functionality of commercial benchtop spectrometers for biological applications. These refinements may include implementation of spin-echo pulse sequences, SNR enhancements via suppression of low-frequency noise and optimization of the shuttling field profile, and shimming (field compensation) of stray magnetic fields and gradients. Relaxation-dispersion studies (measuring relaxation times as a function of field) may also reveal further information about water-storing structures (<xref rid="B9" ref-type="bibr">Brewer and Bhattacharyya, 1986</xref>; <xref rid="B32" ref-type="bibr">Rommel et al., 1988</xref>; <xref rid="B14" ref-type="bibr">Halle and Denisov, 2002</xref>). Instrumentation such as custom magnetometers tailored to plant samples—with reduced standoff distance and surface temperature—will improve biocompatibility, and the use of Earth-field magnetometers would even enable unshielded measurements (see (<xref rid="B13" ref-type="bibr">Fabricant et al., 2023</xref>) and references therein). The shielded regime is itself of fundamental interest, for example in studying properties of biological tissues under hypogeomagnetic conditions such as those encountered during long-distance spaceflight. Relaxometry studies of systems in which NMR signals originate from molecules other than water are also valuable, since other relaxation mechanisms can be involved (<xref rid="B1" ref-type="bibr">Alcicek et al., 2023</xref>). While future experiments need not be limited to relaxometry of protons only, NMR-enabled investigation of plant water dynamics is highly warranted, particularly in ultralow and hypogeomagnetic regimes.</p></sec><sec sec-type="data-availability" id="s5"><title>Data availability statement</title><p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p></sec><sec sec-type="author-contributions" id="s6"><title>Author contributions</title><p>AF: Conceptualization, Data curation, Formal Analysis, Investigation, Methodology, Software, Visualization, Writing – original draft, Writing – review &amp; editing. PP: Investigation, Methodology, Software, Writing – review &amp; editing. DB: Conceptualization, Funding acquisition, Investigation, Methodology, Resources, Supervision, Writing – review &amp; editing.</p></sec></body><back><ack><title>Acknowledgments</title><p>We thank Prof. Dmitry Budker and Erik Van Dyke for stimulating discussions and feedback, and acknowledge contributions from Dr. Kirill F. Sheberstov, Liubov Chuchkova, Oleg Tretiak, and Dr. Raphael Kircher in initial development of the experimental setup. The Halbach magnet used for spin polarization was designed by Dr. Peter Blümler. We thank the Mainz Botanical Garden Arboretum for providing samples for this study.</p></ack><sec sec-type="COI-statement" id="s8"><title>Conflict of interest</title><p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p></sec><sec sec-type="disclaimer" id="s9"><title>Publisher’s note</title><p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p></sec><sec sec-type="supplementary-material" id="s10"><title>Supplementary material</title><p>The Supplementary Material for this article can be found online at: <ext-link xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="https://www.frontiersin.org/articles/10.3389/fpls.2024.1352282/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/fpls.2024.1352282/full#supplementary-material</ext-link>
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