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            <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/dataset/3207.rdf" xlink:actuate="onRequest">Acoustic backscatter data collected from RVIB Nathaniel B. Palmer (NBP0103, NBP0104, NBP0202, NBP0204) in the Southern Ocean from 2001-2002 (SOGLOBEC project, Southern Ocean Krill project)</gmx:Anchor>
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            <gco:CharacterString>Cite this dataset as: Wiebe, P. H., Lawson, G. (2010) Acoustic backscatter data collected from RVIB Nathaniel B. Palmer (NBP0103, NBP0104, NBP0202, NBP0204) in the Southern Ocean from 2001-2002 (SOGLOBEC project, Southern Ocean Krill project). Biological and Chemical Oceanography Data Management Office (BCO-DMO). Version Date 2010-09-16 [if applicable, indicate subset used]. http://lod.bco-dmo.org/id/dataset/3207 [access date]</gco:CharacterString>
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        <gco:CharacterString>Acoustic backscatter data collected by BIOMAPERII Dataset Description: &amp;lt;p&amp;gt;Each matlab file includes a number of matrices. The data are in sv_l, sv_2, sv_3, sv_4, and sv_5, where the suffix indicates frequency: 1=43 kHz, 2=120 kHz, 3=200 kHz, 4=420 kHz, 5=1000 kHz. The other matrices and vectors (bot, pings_noise, pings_noise_art, top) are things the PI used to keep track of where bad or otherwise unwanted data were located (e.g., all cells greater than those found in bot are echoes from below the bottom). These other matrices are not served here but can be made available.&amp;lt;/p&amp;gt;
&amp;lt;p&amp;gt;The matrix structure for sv_# is consistent across all files. Each matrix has some number of rows corresponding to the number of acoustic observation points, or 'pings,' and then 407 columns. The first 7 columns give header information, and then the next 8-407 give the acoustic observations at increasing depth at the location of each ping. For each ping, the column structure is: &amp;lt;br /&amp;gt;
Col 1 = yearday time. For NBPOI03, this is GMT, for all other cruises it's local time. &amp;lt;br /&amp;gt;
Col 2 = latitude &amp;lt;br /&amp;gt;
Col 3 = longitude &amp;lt;br /&amp;gt;
Col 4 = frequency in kilohertz (kHz) &amp;lt;br /&amp;gt;
Col 5 = start depth (m), almost always 1m. &amp;lt;br /&amp;gt;
Col 6 = For most cruises, this is the end depth (m). For NBP0103, it gives the local time. &amp;lt;br /&amp;gt;
Col 7 = Vertical bin size (m). This is the vertical distance represented by each acoustic measurement. At 43 and 120 kHz, it's l.5m, and at the other frequencies it's 1m.&amp;lt;/p&amp;gt;
&amp;lt;p&amp;gt;Then columns 8 through 407 give the acoustic measurements. Col 8 is the measurement made from the start depth to the start depth + bin size, Col 9 gives the next bin size, and so on. So at 43 kHz, for instance, coI8=1-2.5m, coI9=2.5-4m, etc. There is in fact a bit of squishiness associated with the start depth, so the first data column can be taken as 0-1.5 or 1-2.5.&amp;lt;/p&amp;gt;
&amp;lt;p&amp;gt;These matrices are created by taking the data collected by the up-and down-looking transducers at each frequency, finding the position in the matrix corresponding to the position of the BIOMAPER (which is of course being towed up and down in the water column) and then filling in the matrix with the up-and down-data. The cell corresponding to the position of the BIOMAPER is set to NaN, as are a number of adjacent cells -the number varies with frequency, and corresponds to the acoustic near-field where we can't make reliable measurements. Cells corresponding to depths beyond the range of the acoustic system (300m at 43 and 120 kHz, 150m at 200kHz, 100m at 420kHz, and I think 35m at 1000kHz) are also set to NaN.&amp;lt;/p&amp;gt;
&amp;lt;p&amp;gt;The remaining non-NaN cells give the acoustic measurements, which are unit-less volume backscattering coefficients. Here is a definition of the volume backscattering coefficient, from the manuscript submitted to DSR-II: &amp;lt;br /&amp;gt;
Volume scattering strength, or S&amp;lt;sub&amp;gt;v&amp;lt;/sub&amp;gt; (where S&amp;lt;sub&amp;gt;v&amp;lt;/sub&amp;gt; = 10log&amp;lt;sub&amp;gt;10&amp;lt;/sub&amp;gt;(s&amp;lt;sub&amp;gt;v&amp;lt;/sub&amp;gt;) in units of decibels relative to 1m&amp;lt;sup&amp;gt;-1&amp;lt;/sup&amp;gt;, and s&amp;lt;sub&amp;gt;v&amp;lt;/sub&amp;gt; is the volume scattering coefficient), is a measure of the intensity of emitted sound that is scattered towards the acoustic receiver per cubic meter. When the source and receiver are co-located, the direction of scattering is back towards the source, and this quantity is commonly referred to as the volume backscattering strength. Target strength is a measure of the intensity of scattering received in the direction back towards the acoustic source from an individual ensonified target (TS = 10log&amp;lt;sub&amp;gt;l0&amp;lt;/sub&amp;gt;(&amp;amp;Iuml;&amp;amp;fnof;&amp;lt;sub&amp;gt;bs&amp;lt;/sub&amp;gt;) in units of decibels relative to 1m2, where &amp;amp;Iuml;&amp;amp;fnof;&amp;lt;sub&amp;gt;bs&amp;lt;/sub&amp;gt; is the differential backscattering cross-section). Under the assumption made in zooplankton acoustics that scattering from individual targets in the ensonified volume sums incoherently, the volume backscattering coefficient is equal to the sum of the backscattering cross-sections of all targets present, normalized by the acoustic sample volume.  Typically, acoustic data are displayed and analysed in logarithmic form (ie the volume backscattering strength), which as you can see from the above defInition, is given as 10 times the log&amp;lt;sub&amp;gt;l0&amp;lt;/sub&amp;gt; of the volume backscattering coefficient values found in the sv_# matrices. Zeroes correspond to cells where the measurements were below the limit to detection or below the noise threshold.&amp;lt;/p&amp;gt;
&amp;lt;p&amp;gt;These served files include the acoustic data that have now been cleaned up such that cells representing unwanted signal have been set to NaN -this includes noise, echoes from below the bottom, and the surface bubble layer. These cleaned up data are again found in matrices named sv_#. The data at 120 kHz (sv_2) have been cleaned up thoroughly. The data at the other frequencies have had the bottom and surface echoes removed, but then otherwise have only been cleaned in those portions of the water column where there were krill. There was no cleaning of the 1000 kHz data and so there is no sv_5 matrix in this file.&amp;lt;/p&amp;gt; Methods and Sampling: &amp;lt;p&amp;gt;BIOMAPER-II collects acoustic backscatter echo integration data from a total of ten echosounders (five pairs of transducers with center frequencies of 43 kHz, 120 kHz, 200 kHz, 420 kHz, and 1 MHz).  Half of the transducers are mounted on the top of the tow-body looking upward, while the other half are mounted on the bottom looking downward.  This arrangement enables acoustic scattering data to be collected for much of the water column as the instrument is towed vertically through the survey track.  Due to differences in absorption of acoustic energy by seawater, the range limits of the transducers are different.  The lower frequencies (43 and 120 kHz) collect data up to 300 m away from the instrument (in 1.5 m range bins), while the higher frequencies (all with 1 m range bins) have range limits of (150, 100, and 35 m respectively). The acoustic data were recorded by HTI software and stored as .INT, .BOT and .RAW files on a computer hard drive. Data were transferred and backed up on Jaz disks and CDs. They were also compressed before transfer using the PKZIP utility. The .INT and .BOT files were further post-processed to combine the information from the upward and downward looking transducers to make maps of acoustic backscatter of the entire water column (or at least to the range limits of the transducers). The .RAW files were processed to look at target strength data collected from individual scatterers in the water column.  The acoustic backscatter data from the HTI system were then integrated with environmental data from the ESS (Environmental Sensing System) onboard BIOMAPER-II. These data included depth of the towed body, salinity, temperature, fluorescence, transmittance, and other parameters. In addition, information about the three-dimensional position of BIOMAPER-II (pitch, roll, yaw) and data from the winch (tension, wire out, wire speed) were also recorded.&amp;lt;/p&amp;gt;</gco:CharacterString>
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        <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/award/54773.rdf" xlink:title="ANT-9910307" xlink:actuate="onRequest">Funding provided by NSF Antarctic Sciences (NSF ANT) Award Number: ANT-9910307 Award URL: https://www.nsf.gov/awardsearch/show-award?AWD_ID=9910307</gmx:Anchor>
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from Cruise: NBP0103 &lt;p&gt;&quot;During the first three weeks of the cruise, BIOMAPER-II experienced a series of electronic problems and component failures.  These involved both the HTI echosounder and the VPR.  For reasons that are still unknown, the echosounder stopped working on 5 May 2001 because of the failure of several electronic components (an integrated chip and several mercury relays). Fortunately, a spare parts board on the R/V L.M. Gould, coupled with the superb electronic skills of Scott Gallager with assistance from Andy Girard and Joe Warren, resulted in a repair to the system that served for the rest of the cruise.&quot;&lt;/p&gt;
&lt;p&gt; &quot;Due to a series of near-catastrophes (cables fraying, relays welding closed, and impact between the instrument and the ship transom) and the related near-miraculous repairs (led by Scott Gallager and Andy Girard with assistance from HTI personnel and Mark Dennet, Cabell Davis, and Joe Warren), there were a variety of transducer configurations used on this cruise. The original (and standard) configuration and MUX assignments were used for approximately 10 days. There was then a half-week period where data were only collected from the three lower frequency pairs of transducers. Finally, a stable configuration was obtained where data were collected from nine transducers (the upward looking 1 MHz was not used) with a different MUX assignment protocol. The processing of these data required constant modification of both the HTI software and the HTI2MAT toolbox; however, the majority of the survey track contains data from the 43, 120, 200, and 420 kHz transducers (both up and down looking).&quot;(Cruise Report NBP0103)&lt;/p&gt;</gco:CharacterString>
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