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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Astron. Space Sci.</journal-id>
<journal-title>Frontiers in Astronomy and Space Sciences</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Astron. Space Sci.</abbrev-journal-title>
<issn pub-type="epub">2296-987X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">1064368</article-id>
<article-id pub-id-type="doi">10.3389/fspas.2023.1064368</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Astronomy and Space Sciences</subject>
<subj-group>
<subject>Brief Research Report</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Science goals for a high-frequency radar and radio imaging array</article-title>
<alt-title alt-title-type="left-running-head">Isham et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fspas.2023.1064368">10.3389/fspas.2023.1064368</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Isham</surname>
<given-names>Brett</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1952767/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Bullett</surname>
<given-names>Terence</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Gustavsson</surname>
<given-names>Bj&#xf6;rn</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2176764/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Polisensky</surname>
<given-names>Emil</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2176902/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Brum</surname>
<given-names>Christiano</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2043949/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Fallen</surname>
<given-names>Christopher</given-names>
</name>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
<xref ref-type="fn" rid="fn1">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2299206/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Belyey</surname>
<given-names>Vasyl</given-names>
</name>
<xref ref-type="aff" rid="aff7">
<sup>7</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Parra-Rojas</surname>
<given-names>Francisco</given-names>
</name>
<xref ref-type="aff" rid="aff8">
<sup>8</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2300047/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Norouzi</surname>
<given-names>Leila</given-names>
</name>
<xref ref-type="aff" rid="aff9">
<sup>9</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Stramkals</surname>
<given-names>Arturs</given-names>
</name>
<xref ref-type="aff" rid="aff10">
<sup>10</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2299332/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>&#xd6;kten</surname>
<given-names>Mehmet Baran</given-names>
</name>
<xref ref-type="aff" rid="aff11">
<sup>11</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2332350/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Electrical and Computer Engineering, Interamerican University of Puerto Rico</institution>, <addr-line>Bayam&#xf3;n</addr-line>, <addr-line>PR</addr-line>, <country>United States</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Cooperative Institute for Research in Environmental Sciences, University of Colorado</institution>, <addr-line>Boulder</addr-line>, <addr-line>CO</addr-line>, <country>United States</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Department of Physics and Technology, University of Troms&#xf8;</institution>, <addr-line>Troms&#xf8;</addr-line>, <country>Norway</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Remote Sensing Division, U.S. Naval Research Laboratory</institution>, <addr-line>Washington</addr-line>, <addr-line>DC</addr-line>, <country>United States</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Arecibo Observatory, University of Central Florida</institution>, <addr-line>Arecibo</addr-line>, <addr-line>PR</addr-line>, <country>United States</country>
</aff>
<aff id="aff6">
<sup>6</sup>
<institution>Space Vehicles Directorate</institution>, <institution>U.S. Air Force Research Laboratory</institution>, <addr-line>Albuquerque</addr-line>, <addr-line>NM</addr-line>, <country>United States</country>
</aff>
<aff id="aff7">
<sup>7</sup>
<institution>Private Researcher</institution>, <addr-line>Oslo</addr-line>, <country>Norway</country>
</aff>
<aff id="aff8">
<sup>8</sup>
<institution>Department of Natural Sciences and Mathematics, Interamerican University of Puerto Rico</institution>, <addr-line>Bayam&#x00F3;n</addr-line>, <addr-line>PR</addr-line>, <country>United States</country>
</aff>
<aff id="aff9">
<sup>9</sup>
<institution>Private Researcher</institution>, <addr-line>Seattle</addr-line>, <addr-line>WA</addr-line>, <country>United States</country>
</aff>
<aff id="aff10">
<sup>10</sup>
<institution>Department of Physics and Astronomy, Uppsala University</institution>, <addr-line>Uppsala</addr-line>, <country>Sweden</country>
</aff>
<aff id="aff11">
<sup>11</sup>
<institution>Department of Metallurgical and Materials Engineering, Yildiz Technical University</institution>, <addr-line>Istanbul</addr-line>, <country>T&#xfc;rkiye</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/187391/overview">Joseph E. Borovsky</ext-link>, Space Science Institute, United States</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2206015/overview">Bengt Eliasson</ext-link>, University of Strathclyde, United Kingdom</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2248285/overview">Paul Bernhardt</ext-link>, University of Alaska Fairbanks, United States</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Brett Isham, <email>brettisham@gmail.com</email>
</corresp>
<fn fn-type="present-address" id="fn1">
<label>
<sup>&#x2020;</sup>
</label>
<p>
<bold>Present Address:</bold> Fourth State Communications, LLC, Cheyenne, WY, United States</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>01</day>
<month>08</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>10</volume>
<elocation-id>1064368</elocation-id>
<history>
<date date-type="received">
<day>08</day>
<month>10</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>30</day>
<month>05</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Isham, Bullett, Gustavsson, Polisensky, Brum, Fallen, Belyey, Parra-Rojas, Norouzi, Stramkals and &#xd6;kten.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Isham, Bullett, Gustavsson, Polisensky, Brum, Fallen, Belyey, Parra-Rojas, Norouzi, Stramkals and &#xd6;kten</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<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.</p>
</license>
</permissions>
<abstract>
<p>A medium and high-frequency antenna array for radar and radio imaging of the ionosphere is planned for installation in Aguadilla, Puerto Rico. Science goals include the study of space weather, radio propagation, meteors, lightning, and plasma physics. Radio imaging is ideal for the study of stimulated ionospheric radio emissions, such as those induced by the Arecibo Observatory high-power HF radio transmitter, which is likely to be restored to operation in the near future. The array will be complemented by a wide variety of instruments fielded by collaborators, and will be a rich source of student projects at all levels.</p>
</abstract>
<kwd-group>
<kwd>space weather</kwd>
<kwd>plasma irregularities and turbulence</kwd>
<kwd>stimulated electromagnetic emissions</kwd>
<kwd>high frequency radio and radar imaging</kwd>
<kwd>radio scattering and polarization</kwd>
<kwd>orbital angular momentum</kwd>
<kwd>solar radar</kwd>
<kwd>Arecibo Observatory</kwd>
</kwd-group>
<contract-sponsor id="cn001">National Science Foundation<named-content content-type="fundref-id">10.13039/100000001</named-content>
</contract-sponsor>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Space Physics</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>A 2 to 25-MHz radar and radio imaging array is proposed to be installed at the site of the former U.S. Air Force Ramey Solar Observatory in Aguadilla in northwest Puerto Rico. The main array will consist of 64 4-m crossed active antenna elements arranged within a 400-m-diameter area. Sixteen relocatable cableless receivers will also be included, the phases of which will be maintained through the use of GPS-disciplined rubidium clocks. The cableless elements may be used independently, or together with the main array for improved imaging resolution. Radar imaging will be done in collaboration with the high-frequency (HF) radar system at the United States Geological Survey (USGS) San Juan Observatory in Cayey, Puerto Rico, 110 km east-southeast of Aguadilla. In the future an HF radar transmitter may be also be installed in Aguadilla.</p>
</sec>
<sec id="s2">
<title>2 Research</title>
<p>Research areas to which the radio array can be applied include space weather, ionospheric structure and dynamics, plasma turbulence, stimulated radio emissions, radio wave propagation and scattering, lightning, meteors, and the development of new radio technologies. Imaging and multisite measurements in the medium and high-frequency bands require the incorporation of ionospheric propagation effects into the analysis algorithms, which will motivate new developments in remote sensing and radio imaging. Direction of arrival and imaging measurements made by the array will improve our understanding of how space plasmas interact with the Earth&#x2019;s magnetic field under disturbed conditions, which are the conditions most disruptive to communications and navigation signals. The science goals of the array are described in more detail below.</p>
<sec id="s2-1">
<title>2.1 Space weather</title>
<p>The antenna array will be used as an imaging radar receiver for transmissions from the HF Vertical Incidence Pulsed Ionospheric Radar (VIPIR) in Cayey, Puerto Rico, for studies of phenomena such as atmospheric gravity waves, plasma irregularities, and space weather monitoring (<xref ref-type="bibr" rid="B18">Grubb et al., 2008</xref>). These observations would complement past observations made by the Cayey HF and Arecibo 430-MHz radars, such as those shown in <xref ref-type="fig" rid="F1">Figure 1</xref>, with mesoscale radar images of the ionosphere surrounding and in-between the Cayey and Arecibo instruments. In the same way, radar imaging can be used to supplement airglow imagers, providing a different view of the same geographic regions and also operating through gaps in airglow data during the day and on cloudy nights. The array might also be used for space weather studies in a passive imaging mode as an interferometric riometer (<xref ref-type="bibr" rid="B34">McKay et al., 2015</xref>), and scintillation measurements could provide additional data on ionospheric irregularities and structure (<xref ref-type="bibr" rid="B3">Booker et al., 1987</xref>; <xref ref-type="bibr" rid="B4">Booker and Tao, 1987</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Measurements of waves in the thermosphere above Arecibo and Cayey, Puerto Rico. Lomb-Scargle periodograms are shown of the dimensionless amplitudes of variations in selected plasma parameters, with blue smallest and red largest, vs. period and altitude (<xref ref-type="bibr" rid="B61">Zabotin et al., 2016</xref>), as follows: Left panel: Variations in plasma frequency over Arecibo derived from 430-MHz incoherent scatter radar plasma line measurements. Middle panel: Variations in vertical velocity over Arecibo derived from 430-MHz incoherent scatter radar ion line measurements. Right panel: Variations in vertical velocity over Cayey derived from HF radar observations using the dynamic sounding (Dynasonde) technique (<xref ref-type="bibr" rid="B62">Zabotin et al., 2006</xref>). The white areas indicate altitudes with no data due to instrumental limitations; these areas are different in each panel since different instruments and different measurement methods, each with different limitations, were used to obtain the data. Note also that the Arecibo plasma line and ion line panels show the variations of different parameters, which explains in part why the structures shown in the data are not exactly aligned. The Cayey and Arecibo radars are 70 km apart, yet the similarities in the data clearly show that the same phenomena are being observed by each. Through the use of radar imaging at a variety of HF frequencies, a time series of images of these waves as a function of altitude may be obtained in the ionosphere between Arecibo and Cayey. This figure is reproduced from the supplementary material of <xref ref-type="bibr" rid="B61">Zabotin et al. (2016)</xref>, who emphasize that this is just one instance of a 10-h dataset, and that the entire dataset should be considered to correctly interpret the results.</p>
</caption>
<graphic xlink:href="fspas-10-1064368-g001.tif"/>
</fig>
</sec>
<sec id="s2-2">
<title>2.2 Natural plasma turbulence</title>
<p>Plasma turbulence is part of the small-scale physical foundation of space weather. If we can better understand the fundamental processes that drive plasma turbulence, we will be able to better understand space weather as well. Ionospheric plasma turbulence may be divided into two categories: natural and artificially stimulated. Natural turbulence involves microscopic processes directly related to space weather. Stimulated turbulence involves the same microscopic processes but is controllable through the use of high-power transmitting, or heating, facilities (<xref ref-type="bibr" rid="B17">Grach et al., 2016</xref>; <xref ref-type="bibr" rid="B51">Streltsov et al., 2018</xref>; <xref ref-type="bibr" rid="B60">Yampolski et al., 2019</xref>), and this capability can be used to better understand natural turbulence. The radar and radio imaging array discussed here is designed to allow in-depth studies of both kinds of turbulence.</p>
</sec>
<sec id="s2-3">
<title>2.3 Artificial plasma turbulence and stimulated radio emissions</title>
<p>High-power, high-frequency ionospheric research transmitters capable of creating artificial ionospheric turbulence are operated at the High-Frequency Active Auroral Research Program (HAARP) observatory in Gakona, Alaska, at the European Incoherent Scatter Scientific Association (EISCAT) observatory in Troms&#xf8;, Norway, at the Sura observatory in Vasilsursk, Russia, and, until 2020, and, likely again in the near future, at Arecibo Observatory in Arecibo, Puerto Rico (<xref ref-type="bibr" rid="B51">Streltsov et al., 2018</xref>; <xref ref-type="bibr" rid="B15">Ferguson et al., 2022</xref>). Artificial ionospheric turbulence produces stimulated ionospheric radio emissions (also known as stimulated electromagnetic emissions or SEE), which share many characteristics with natural radio emissions (<xref ref-type="bibr" rid="B55">Thid&#xe9; et al., 1982</xref>; <xref ref-type="bibr" rid="B32">Leyser, 2001</xref>; <xref ref-type="bibr" rid="B30">LaBelle and Treumann, 2002</xref>; <xref ref-type="bibr" rid="B29">LaBelle, 2012</xref>; <xref ref-type="bibr" rid="B49">Sergeev et al., 2013</xref>; <xref ref-type="bibr" rid="B13">Eliasson et al., 2021</xref>). Many spectral features have been identified, and some have been associated with specific plasma processes. Much attention has been paid to the heights of the emission regions, however, little work has been done in regard to the horizontal locations of the emissions, or to their geometrical or geographic relation to the geomagnetic field and to each other. High-frequency radio waves reflect or refract not only at different heights, but at different horizontal offsets (<xref ref-type="bibr" rid="B46">Rietveld et al., 1993</xref>). Different spectral features, due to differing plasma processes, might be expected to occur not only at different altitudes, but with different spatial distributions, for example, at different horizontal offsets relative to the geomagnetic zenith, i.e., roughly in the north-south direction (<xref ref-type="bibr" rid="B23">Isham et al., 2005</xref>; <xref ref-type="bibr" rid="B52">Tereshchenko et al., 2006</xref>). <xref ref-type="fig" rid="F2">Figure 2</xref> and <xref ref-type="fig" rid="F3">Figure 3</xref> show that simple HF radio interferometric methods are sensitive enough to detect changes in the locations of SEE source regions. The array will extend that technique to multiple antennas with multiple baselines, which can then be used for imaging of the emission region.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Direction angles of artificially-stimulated &#x201c;broad upshifted maximum 1&#x201d; (BUM1) radio emissions computed from raw voltage interferometer data taken on 5 October 2004 near Troms&#xf8;, Norway (<xref ref-type="bibr" rid="B23">Isham et al., 2005</xref>). The BUM1 can be seen between about 15 and 100 kHz relative to the pump frequency. The elevation angle of the BUM1 is about 74&#xb0; during the first pump cycle and about 70&#xb0; during the following two cycles, corresponding to 3&#xb0; and 7&#xb0; south of field-aligned. Elevation and azimuth were computed from the north-south and east-west antenna cross phases. The HF beam was centered on 14.0&#xb0; south during the first on period and on 17.5&#xb0; south during the second and third on periods. The HF pump was on for 2 min every 4 min; two complete and one partial on periods are shown, from 10:56 to 0:58 UT, from 11:00 to 11:02 UT, and beginning at 11:04 UT; this can be seen in all four panels, but is most distinct in the bottom panel. Time and frequency resolutions are 1 s and 1 kHz. The white areas within the panels, most of which appear as thin vertical white stripes, are times with missing data, primarily due to a technical fault in the recording system. Figure modified from figure 13 of <xref ref-type="bibr" rid="B23">Isham et al. (2005)</xref>.</p>
</caption>
<graphic xlink:href="fspas-10-1064368-g002.tif"/>
</fig>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Direction angles of artificially-stimulated &#x201c;downshifted peak&#x201d; (DP) radio emissions computed from raw voltage interferometer data taken on 6 October 2004 near Troms&#xf8;, Norway (<xref ref-type="bibr" rid="B52">Tereshchenko et al., 2006</xref>). The emissions were stimulated by an HF pump beam at 4.04 MHz. Vertical pump beam pointing began at 15:30 UT, 7&#xb0; south at 15:34 UT, 14&#xb0; south at 15:38 UT, and 21&#xb0; south at 15:42 UT, corresponding to 13&#xb0; north, 6&#xb0; north, 1&#xb0; south, and 8&#xb0; south of field-aligned. The large colored circles show HF beam positions, while the matching small colored circles show corresponding mean locations of the radio emissions. The field-aligned position is located at the center of the solid-line contours, which give the angle between the pump beam direction and the geomagnetic field at 250 km. The location of the DP emission maximum is clearly influenced by the direction of the pump beam, but, for each pump direction, the emission region remains closer to a fixed angular location than to the angle of the pump. This hints at the role of the geomagnetic field in the emission process, which could be further studied using radio imaging. Figure modified from figure 8 of <xref ref-type="bibr" rid="B52">Tereshchenko et al. (2006)</xref>.</p>
</caption>
<graphic xlink:href="fspas-10-1064368-g003.tif"/>
</fig>
<p>Radio imaging of artificially-stimulated radio emissions would be transformative. Images of the structure of stimulated radio emissions from the radio/plasma interaction region will help in determining the exact geometries of the source regions of the many radio spectral features with respect to the geomagnetic field. In addition, radio images at each polarization (O and X) for each emission feature could be constructed (<xref ref-type="bibr" rid="B5">Carozzi et al., 2001</xref>). Turbulence at high latitudes is known to be dependent on the longitudinal aspect angle with respect to the geomagnetic field, and this could be studied through radio imaging using the array (<xref ref-type="bibr" rid="B23">Isham et al., 2005</xref>). A variety of observations of stimulated radio emissions from Arecibo have been done using previous Arecibo HF transmitters (<xref ref-type="bibr" rid="B54">Thid&#xe9; et al., 1989</xref>; <xref ref-type="bibr" rid="B53">Thid&#xe9; et al., 1995</xref>; <xref ref-type="bibr" rid="B33">Mahmoudian et al., 2019</xref>). The array discussed here will be capable of much higher time and frequency resolution than could previously be measured.</p>
<p>The antenna elements of the array will be active crossed electric dipoles, and so will be capable of making a separate image in each polarization, which for ionospheric emissions would be the two circular polarizations, O and X. Very little work has been done on the polarization of stimulated ionospheric emissions, but the available results indicate that the different spectral features likely have distinct polarization properties (see the left panel of <xref ref-type="fig" rid="F4">Figure 4</xref>). Polarization data might also be applied to the study of possible orbital angular momentum (OAM) modes in the received emissions (see the right panel <xref ref-type="fig" rid="F4">Figure 4</xref>). The ability to routinely measure the polarization images of the stimulated radio signals will almost certainly lead to new and unexpected discoveries.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Left panel: Polarization of stimulated radio emission spectral features, measured at the Sura observatory in Russia using crossed electric dipoles, and plotted on the Poincar&#xe9; sphere (<xref ref-type="bibr" rid="B5">Carozzi et al., 2001</xref>). The array will be capable of making an image of the radio emissions in each circular polarization, as a function of frequency and time. Copied from plate 1 of <xref ref-type="bibr" rid="B5">Carozzi et al. (2001)</xref>. Right panel: Radio phase mode beam (OAM l &#x3d;1) transmitted from the HAARP observatory in Alaska (<xref ref-type="bibr" rid="B31">Leyser et al., 2009</xref>). Diagram courtesy of Thomas Leyser. Although unambiguous detection of OAM modes requires three-axis field information, careful measurement of the phase differences in the received waves at widely separated locations may yield clues to possible OAM content of the received waves (<xref ref-type="bibr" rid="B39">Mohammadi et al., 2010a</xref>; <xref ref-type="bibr" rid="B40">Mohammadi et al., 2010b</xref>).</p>
</caption>
<graphic xlink:href="fspas-10-1064368-g004.tif"/>
</fig>
<p>The imaging and polarization capabilities of the array promise to significantly advance our understanding of these little-studied aspects of stimulated radio emissions. At the longer wavelengths, where imaging is not feasible, the phase coherence of the radio receivers of the array allows radio direction-finding to be used. Direction-finding of stimulated radio emissions from the ionosphere (<xref ref-type="bibr" rid="B23">Isham et al., 2005</xref>; <xref ref-type="bibr" rid="B52">Tereshchenko et al., 2006</xref>) (see <xref ref-type="fig" rid="F2">Figures 2</xref>, <xref ref-type="fig" rid="F3">3</xref>) has not yet been done at mid or low latitudes.</p>
<p>Radio imaging and direction-finding measurements can be complemented through the placement of the relocatable receivers of the array on long baselines to the east or west, for example, in eastern Puerto Rico or on nearby islands. This can provide a variety of oblique perspective angles from which to observe the radio emissions. Variations in the properties of the radio emissions as a function of observing angle would provide additional clues useful in the unraveling of turbulent processes, as the radiation pattern of the emissions is determined by ionospheric currents driven by those processes.</p>
<p>The second harmonic and subharmonics of stimulated radio emissions have been observed on limited occasions in the past (<xref ref-type="bibr" rid="B27">Karashtin et al., 1986</xref>; <xref ref-type="bibr" rid="B9">Derblom et al., 1989</xref>; <xref ref-type="bibr" rid="B2">Blagoveshchenskaya et al., 1998</xref>). The Arecibo HF transmitter most recently operated at two frequencies, 5.1 and 8.175 MHz; the receivers of the array will allow observations of radio emission harmonics of those frequencies up to the fourth or fifth at 5.1 MHz and third at 8.175 MHz, and also of subharmonics. Measurements of harmonic and subharmonic emissions may shed light on the emission mechanisms by either verifying or constraining emission theories and models.</p>
<p>An interesting and related topic is the search for the two-plasmon decay instability (<xref ref-type="bibr" rid="B28">Kruer, 1990</xref>; <xref ref-type="bibr" rid="B11">DuBois, 2000</xref>; <xref ref-type="bibr" rid="B47">Russell and DuBois, 2001</xref>; <xref ref-type="bibr" rid="B12">DuBois et al., 2011</xref>). To search for two-plasmon decay, the HF transmission frequency should ideally be chosen to be greater than the peak F-region frequency, and the receiving instrument tuned to one-half and three-halves of the transmitted value. Oblique radio emissions, as discussed above, are also thought to be a possible diagnostic for two-plasmon decay (<xref ref-type="bibr" rid="B35">Meyer and Zhu, 1993</xref>). While there has been extensive theoretical work on the mechanisms of a variety of SEE features, including the broad upshifted maximum (BUM), the downshifted maximum (DM), and the narrow continuum (NC) (<xref ref-type="bibr" rid="B7">Cheung et al., 1998</xref>; <xref ref-type="bibr" rid="B38">Mj&#xf8;lhus, 1998</xref>; <xref ref-type="bibr" rid="B14">Eliasson et al., 2012</xref>; <xref ref-type="bibr" rid="B49">Sergeev et al., 2013</xref>; <xref ref-type="bibr" rid="B17">Grach et al., 2016</xref>; <xref ref-type="bibr" rid="B51">Streltsov et al., 2018</xref>), there is much room for improvement in our understanding of the emission processes. In particular, to date there is no predictive theory of electromagnetic radio emissions such as exists for the electrostatic plasma waves that typically accompany them (<xref ref-type="bibr" rid="B6">Cheung et al., 2001</xref>; <xref ref-type="bibr" rid="B10">DuBois et al., 2001</xref>). Measurements made with the imaging radio array discussed here will assist in improving existing models.</p>
</sec>
<sec id="s2-4">
<title>2.4 High-frequency radio wave propagation</title>
<p>Because of the refractive properties of the ionosphere at high frequencies, the radio imaging techniques discussed here give apparent direction of arrival of the signals being imaged. To obtain the true directions, HF wave propagation must be taken into account. HF propagation codes, also known as ray tracing codes, along with observations and models of the profile and structure of the ionosphere, may be used as needed to correct images and arrival angles for distortions caused by the ionosphere (<xref ref-type="bibr" rid="B20">Henderson et al., 2022</xref>). Density profile information for ray tracing calculations may be obtained from the instrument cluster operating on Culebra Island, Puerto Rico (PI Dr. Pedrina Terra), from the Digisonde and VIPIR HF radars operating in Cayey, Puerto Rico (PI Dr. Terence Bullett), and from instruments to be installed by collaborators alongside the array in Aguadilla, Puerto Rico. Ionospheric models may be used to help fill in data gaps. In addition, as previously mentioned, it is likely that the Arecibo HF transmitter will be restored to operation (<xref ref-type="bibr" rid="B15">Ferguson et al., 2022</xref>). If so, the Arecibo optical imagers and lidars could continue in operation. With relatively little additional work, an ionosonde could be installed at the Arecibo site or nearby, and the Arecibo 430-MHz radar could be restored and restarted.</p>
</sec>
<sec id="s2-5">
<title>2.5 Microphysics of high-frequency radio wave scattering</title>
<p>There is a long-standing discussion about the physics of high-frequency radio wave scattering from the ionospheric plasma and the optimal way to process measurements of the scattered waves. One of the measurement methods used is known as the dynamic sounding, or Dynasonde, technique. A fundamental strategy of the Dynasonde technique is the use of individual echoes, detected without averaging the data from multiple transmitted pulses, as is frequently done by other methods (<xref ref-type="bibr" rid="B59">Wright and Pitteway, 1979</xref>; <xref ref-type="bibr" rid="B58">Wright et al., 1980</xref>; <xref ref-type="bibr" rid="B48">Sedgemore et al., 1998</xref>; <xref ref-type="bibr" rid="B44">Reinisch et al., 2005</xref>; <xref ref-type="bibr" rid="B1">Bertoni et al., 2006</xref>; <xref ref-type="bibr" rid="B62">Zabotin et al., 2006</xref>; <xref ref-type="bibr" rid="B45">Reinisch et al., 2009</xref>; <xref ref-type="bibr" rid="B43">Paznukhov et al., 2012</xref>). During Dynasonde data processing, it has been noted that an echo detected on a given pulse may frequently be seen again on the following pulse, suggesting that the sources of the individual echoes are deterministic structures and not random. However, dynamic sounding relies on direction-finding, without the angular resolution that radio imaging techniques may provide, so that it is not possible to say whether a given Dynasonde echo is from a defined and well-located structure or due to a geometric average of the scattering from one or more extended structures. One way to study this process would be to compare radar aperture synthesis images made using the radio array with the locations of particular echoes measured by the Dynasonde technique.</p>
</sec>
<sec id="s2-6">
<title>2.6 Lightning</title>
<p>Aguadilla is located north of the rugged hills of central Puerto Rico, where many thunderclouds form and pass overhead, frequently undergoing electrical activity while doing so. The radio array discussed here can be used as a lightning interferometer capable of locating the positions of tens of thousands of discrete radio emission sources from a single flash of lightning (<xref ref-type="bibr" rid="B50">Stock et al., 2014</xref>; <xref ref-type="bibr" rid="B19">Hare et al., 2018</xref>), and to study medium and high-frequency electromagnetic radio emissions due to collisions between sprite streamers (<xref ref-type="bibr" rid="B16">Garnung et al., 2021</xref>). These capabilities would dramatically complement the types of thunderstorm measurements that were made using the previous Arecibo 430-MHz and 46.8-MHz radars (<xref ref-type="bibr" rid="B21">Holden et al., 1986</xref>; <xref ref-type="bibr" rid="B8">Chilson et al., 1993</xref>). Measurements of lightning emissions by the radio array may also be used to compute rapid ionograms using the ionospheric reflections of the emissions (<xref ref-type="bibr" rid="B41">Obenberger et al., 2018</xref>).</p>
</sec>
<sec id="s2-7">
<title>2.7 Meteors</title>
<p>The array may be used for radar and radio observations of meteors, which would complement past observations of meteors made by the Arecibo Observatory 430-MHz and 46.8-MHz radars (<xref ref-type="bibr" rid="B21">Holden et al., 1986</xref>; <xref ref-type="bibr" rid="B8">Chilson et al., 1993</xref>; <xref ref-type="bibr" rid="B24">Isham et al., 2000</xref>; <xref ref-type="bibr" rid="B42">Obenberger et al., 2020</xref>).</p>
</sec>
<sec id="s2-8">
<title>2.8 Development of new radio technologies</title>
<p>The multiple, phase-coherent measurement channels of the array could be used to develop the full-polarization capabilities of vector antennas, both singly and in small arrays, of interest in radio communications and radar and radio remote sensing, and in the study of radio or electromagnetic orbital angular momentum (OAM), also known as radio phase modes. Orbital angular momentum has been studied extensively in the optical frequency range and has relatively recently come into the area of active research in radio frequencies (<xref ref-type="bibr" rid="B56">Thid&#xe9; et al., 2007</xref>; <xref ref-type="bibr" rid="B39">Mohammadi et al., 2010a</xref>; <xref ref-type="bibr" rid="B40">Mohammadi et al., 2010b</xref>). Careful measurement of the phase differences in the received waves at widely separated locations, as would be possible using the distributed polarization measurement capabilities of the array, can also yield clues to possible OAM content (<xref ref-type="bibr" rid="B39">Mohammadi et al., 2010a</xref>; <xref ref-type="bibr" rid="B40">Mohammadi et al., 2010b</xref>). The previous Arecibo high-power HF transmitter had a three-point transmitting geometry that could be phased to transmit OAM modes &#xb1;1, although not pure modes due to the limited number of transmitting elements. This would likely also be possible, and even improved, in a restored Arecibo high-power HF transmitter (<xref ref-type="bibr" rid="B15">Ferguson et al., 2022</xref>) (see the right panel <xref ref-type="fig" rid="F4">Figure 4</xref>).</p>
<p>In addition to vector antennas, the flexibility of the array allows exploration of other antenna designs and radio techniques, both at HF and higher frequencies. For optimal compatibility and performance with the Cayey and Arecibo transmitters, the primary receiver frequencies are optimized between 2 and 25 MHz. However, an alternate input allows the receivers of the array to operate down to 0.1 MHz and unaliased up to 60 MHz, and aliased up to 400 MHz. Thus, with some additional preparation and using suitable antennas, signals at other frequencies may be received. For example, at frequencies above 50 MHz, passive radar techniques might be developed using existing FM and digital television transmitters (<xref ref-type="bibr" rid="B36">Meyer and Sahr, 2004</xref>; <xref ref-type="bibr" rid="B37">Mir and Sahr, 2007</xref>; <xref ref-type="bibr" rid="B57">Vertatschitsch, 2013</xref>).</p>
</sec>
</sec>
<sec id="s3">
<title>3 Education</title>
<p>The radio array may be used in a wide range of inspiring student projects, such as measuring the local radio environment, mapping the radio sky, analysis of radar soundings and directional measurements, development of improved radar and radio imaging, design and use of vector antennas, and implementation of passive radar. For example:</p>
<sec id="s3-1">
<title>3.1 The radio environment</title>
<p>The multiple channels of the receivers will allow studies of the natural and man-made radio background as a function of polarization. Vertical polarization is expected to contain more noise than the horizontal polarizations, but this has not been quantified in Puerto Rico. This is important for the effective use of vector antennas, and for measurements of radio angular momentum, as discussed above, and will provide opportunities for student publications in professional journals. Graduate student projects could include the development of software to remove coupling effects between antennas and their surroundings, including nearby antennas and other nearby objects.</p>
</sec>
<sec id="s3-2">
<title>3.2 The radio sky</title>
<p>An intriguing project for both university and high school students is the use of the array as a radio telescope. The first radio astronomical observations were made by Karl Jansky at 20 MHz (<xref ref-type="bibr" rid="B26">Jansky, 1933</xref>), a frequency at which the array would commonly operate. Such a frequency in Puerto Rico may sometimes be impeded by the ionosphere during the daytime, but would be possible to use routinely at night.</p>
</sec>
<sec id="s3-3">
<title>3.3 Radio engineering</title>
<p>As noted above, using the alternative signal inputs of the receivers, radio frequencies of up to 400 MHz may be received, opening possibilities for many interesting projects for students of all levels in building antennas, filters, amplifiers and attenuators, firmware, and software, for special radar and radio projects. The differences between signals received on different antennas may be easily displayed, and the software-defined radio firmware of the receiving systems may be programmed to create a software radio which can detect and play radio stations received by the equipment, to aid in exploring the properties of electromagnetic waves and to learn about radio and communications technology.</p>
</sec>
</sec>
<sec id="s4">
<title>4 Discussion and conclusion</title>
<p>The radio array described here will make significant contributions to ionospheric and radio research and development and related technical education. In addition to the array, a variety of supporting instruments will be fielded by project collaborators, including an optical imaging system; very-low-frequency (VLF) receivers; very-high-frequency (VHF) receivers and interferometers; global navigation satellite system (GNSS) scintillation and total electron content (TEC) receivers; lightning mapping arrays, interferometers, slow-field and fast-field antennas, and field mills; and a magnetometer.</p>
<p>Ionospheric radar and radio imaging in the high-frequency band will motivate the development of techniques to quantify and correct for radio propagation effects, including refraction and reflection near the critical plasma level. These techniques will be valuable whenever renewed radar observations of the solar corona might be performed using VHF radar imaging at the critical plasma level in the corona (<xref ref-type="bibr" rid="B25">James, 1970</xref>; <xref ref-type="bibr" rid="B22">Hysell et al., 2019</xref>).</p>
<p>Although the collapse of the Arecibo radar and radio telescope instrument platform on December 1, 2020, destroyed the primary and secondary reflectors required for the Arecibo high-power HF system, many other Arecibo instruments continue to operate, and it is hoped that the HF antenna system can be replaced, and the HF transmitting system restored to operation, in the near future. Along with instrumentation operating in Puerto Rico on Culebra Island, in Cayey, and at Arecibo, the radio array and other instruments deployed in Aguadilla will contribute to the continuation of the advances in atmospheric, geospace, and space research that Puerto Rico has been known for since the first observations at Arecibo Observatory on November 1, 1963.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s5">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article. Further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s6">
<title>Author contributions</title>
<p>BI developed the concepts and methods and wrote the paper. TB participated in developing the project. BG and EP developed methods and performed array calculations. CB and CF contributed ideas, strategies, and science goals. VB, FP-R, LN, AS, and MB&#x00D6; contributed science goals and methods. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec id="s7">
<title>Funding</title>
<p>The participation of BI was supported in part by U.S. National Science Foundation awards AGS-1428596 and AGS-1618691, by U.S. Army Research Office awards W911-NF-19-1-0486 and W911-NF-22-1-0144, and by Interamerican University of Puerto Rico. EP acknowledges support for basic research from U.S. Naval Research Laboratory 6.1 base funding. CB acknowledges support from U.S. National Science Foundation awards AGS-2221770 and AST-1744119.</p>
</sec>
<ack>
<p>The authors are grateful to Antonio Arias, V&#xed;ctor Barreto-L&#xf3;pez, V&#xed;ctor Barreto-Santos, Paul Bernhardt, Jorge Chau, Edwin Crespo-Cuevas, Michael Davis, Garred Giles, Richard Grubb, Linnea Kirby, Robert Livingston, Thomas Leyser, Jos&#xe9; L&#xf3;pez-Morales, Thomas Luker, Justin Mabie, Rafael Narv&#xe1;ez-Mart&#xed;nez, Jos&#xe9; Ocasio-Manzano, Javier Quintana-M&#xe9;ndez, Francisco Reyes-Rodr&#xed;guez, Michael Rietveld, Sergey Sergienko, Juha Vierinen, Nikolay Zabotin, and Gebreab Zewdie, for scientific and technical contributions, and to &#xc9;lie Ag&#xe9;silas, Theresa Ahlin, Israel Ayala, Amaury Boscio-Vargas, Nataliya Byelyey, Jos&#xe9; Cab&#xe1;n, Rafael Canales-Pastrana, Peter Chatt, Nydia Feliciano-Burgos, Jos&#x00E9; Fuentes-Mel&#xe9;ndez, Rub&#x00E9;n Hern&#x00E1;ndez Jr., Patrick Giniewski, Monica Larson, Robert Livingston, Miguel L&#xf3;pez-Mel&#xe9;ndez, Juan Mart&#xed;nez, Jessica Matthews, Robert McCoy, Carlos Olivares-Pacheco, Javier Quintana-M&#xe9;ndez, Edwin Rivera-Cordero, Anthony Rivera-Gonz&#xe1;lez, Gilberto Rivera-Rosario, Seraf&#xed;n Rivera-Torres, Armando Rodr&#xed;guez-Dur&#xe1;n, Rafael Salgado-Mangual, Ingrid Silfa-B&#xe1;ez, Rose Annette Su&#xe1;rez-Lucena, Roman Szymanski, Abel Vale-Nieves, and John Way, for administrative and logistical contributions.</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&#x2019;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>
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