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        <title>Challenges of Sustainable and Commercial Aquaponics</title>
        <author>Simon Goddek</author>
        <author>Boris Delaide</author>
        <author>Utra Mankasingh</author>
        <author>KV Ragnarsdottir</author>
        <author>Haïssam Jijakli</author>
        <author>Ragnheiður Þórarinsdóttir</author>
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        <bibl>
          <title>Challenges of Sustainable and Commercial Aquaponics</title>
          <date>2015</date>
          <publisher>Sustainability</publisher>
          <idno type="DOI">10.3390/su7044199</idno>
          
          <idno type="record">goddek2015-challenges-of-sustainable-and-comm</idno>
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          <note type="rights">cc-by</note>
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    <spanGrp type="tags">
      <span xml:id="t0" type="object_of_study" ana="#object_of_study" resp="#paper">
        <label>the published aquaponics literature, read for what would have to be known before a commercial system could be built - and found not to contain it</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t1" type="research_question" ana="#research_question" resp="#paper">
        <label>what stands between aquaponics research and a commercially viable aquaponic farm, across technical, socio-ecological and economic dimensions</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t2" type="contribution" ana="#contribution" resp="#paper">
        <label>a challenge inventory: for each obstacle the review names what is known, what is missing, and what would have to be measured - the missing half being the larger one</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t3" type="claim_type" ana="#claim_type" resp="#paper">
        <label>critique</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t4" type="phenomenon" ana="#phenomenon" resp="#paper">
        <label>aquaponics - a closed loop in which fish waste feeds plants and the plants clean the water, so that the ecological weakness of each half becomes the other&#x27;s input</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t5" type="method" ana="#method" resp="#paper">
        <label>review</label>
        <term>review</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t6" type="mechanisms" ana="#mechanisms[0]" resp="#tagger" cert="0.95">
        <label>the two-step bacterial conversion the whole system rests on: nitroso-bacteria take ammonia to nitrite, nitro-bacteria take nitrite to nitrate, and the nitrate is both far less toxic to the fish and the plants&#x27; main nitrogen source</label>
        <term>nitrification</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t7" type="mechanisms" ana="#mechanisms[1]" resp="#tagger" cert="0.95">
        <label>two opposing forces act on system pH and one of them wins: nitrate uptake by roots RAISES pH by releasing bicarbonate, nitrification LOWERS it by producing acid, and the acid side has the larger effect, so the system drifts down continuously</label>
        <term>pH drift</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t8" type="mechanisms" ana="#mechanisms[2]" resp="#tagger" cert="0.95">
        <label>the proposed fix for the drift - dissolved limestone releases hydroxide as it solubilizes, raising pH continuously at a rate set by the flow rate rather than in steps like a dosed buffer</label>
        <term>carbonate solubilization</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t9" type="mechanisms" ana="#mechanisms[3]" resp="#tagger" cert="0.95">
        <label>why the nutrients may be present and unmeasured: in aquaponic water the dissolved solids include organic molecules, and the standard measurements register only the ionic fraction</label>
        <term>nutrient lock-up</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t10" type="mechanisms" ana="#mechanisms[4]" resp="#tagger" cert="0.95">
        <label>between 30% and 65% of the phosphorus entering as fish feed leaves as solid excretion and is filtered out, and what does dissolve can precipitate with calcium - which is why aquaponic phosphate sits far below the hydroponic recommendation</label>
        <term>phosphorus loss to sludge</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t11" type="mechanisms" ana="#mechanisms[5]" resp="#tagger" cert="0.95">
        <label>the constraint that makes pest management hard: the system&#x27;s function depends on a living nitrifying biofilm, so pesticides, antibiotics and fungicides are ruled out not by regulation but because they would kill the machinery</label>
        <term>biofilm dependence</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t12" type="limitations" ana="#limitations[0]" resp="#tagger" cert="0.95">
        <label>only two economic sub-studies exist in the peer-reviewed literature, so the review states plainly that the literature cannot be used to assess economic viability at all</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t13" type="limitations" ana="#limitations[1]" resp="#tagger" cert="0.95">
        <label>and the one integrated comparison it does find has nothing to be compared against</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t14" type="limitations" ana="#limitations[2]" resp="#tagger" cert="0.95">
        <label>the design table is built from published systems that often omit the parameters that matter most - fish-to-plant ratio, daily feed input</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t15" type="limitations" ana="#limitations[3]" resp="#tagger" cert="0.95">
        <label>labour costs are excluded from the costings the review reproduces, so the financial picture is partial and the authors say so</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t16" type="limitations" ana="#limitations[4]" resp="#tagger" cert="0.95">
        <label>outside the UVI system there is little large-scale or long-duration literature, and much of what exists is a small-scale replicate of that one design - so the evidence base is narrower than its paper count suggests</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t17" type="limitations" ana="#limitations[5]" resp="#tagger" cert="0.95">
        <label>larger commercial systems do exist and their findings are confidential</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t18" type="limitations" ana="#limitations[6]" resp="#tagger" cert="0.95">
        <label>the microorganisms and the chemical and physical mechanisms of solubilization - the step the whole nutrient argument depends on - are not well understood</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t19" type="limitations" ana="#limitations[7]" resp="#tagger" cert="0.95">
        <label>optimal nutrient levels for leafy and fruity vegetables in aquaponics are not established, so there is no target to engineer towards</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t20" type="limitations" ana="#limitations[8]" resp="#tagger" cert="0.95">
        <label>the health risk from the broad microflora aquaponics deliberately maintains has not been established either</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t21" type="limitations" ana="#limitations[9]" resp="#tagger" cert="0.95">
        <label>no general optimum exists - the system must be fitted to local climate, geography and market, which is the review&#x27;s own limit on how far any of its recommendations travel</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t22" type="controls" ana="#controls[0]" resp="#tagger" cert="0.95">
        <label>printing Rakocy and Lennard&#x27;s objection - that hydroponic and aquaponic nutrient solutions are not comparable - directly beside the table that compares them</label>
        <note>eliminates: a reader taking the gap between the two columns as a real nutrient deficit, when part of it is an artefact of measuring only the ionic fraction of a solution that carries nutrients in organic form · outcome: held</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t23" type="controls" ana="#controls[1]" resp="#tagger" cert="0.95">
        <label>reporting that some aquaponic systems match or beat hydroponic yields DESPITE the lower measured mineral concentrations</label>
        <note>eliminates: the lower concentrations being read as lower performance - the yields are the outcome and they do not follow the concentration table · outcome: held</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t24" type="controls" ana="#controls[2]" resp="#tagger" cert="0.85">
        <label>naming which design parameters the published systems fail to report - fish-to-plant ratio, daily feed input - rather than presenting the comparison table as complete</label>
        <note>eliminates: the table being read as a survey of how these systems were built, when for several of them the two parameters that determine the design are simply absent from the source · outcome: held</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t25" type="controls" ana="#controls[3]" resp="#tagger" cert="0.95">
        <label>stating that the reproduced costings exclude labour</label>
        <note>eliminates: the break-even and profit figures being read as complete - the review says explicitly that viability can therefore only be partially estimated · outcome: held</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t26" type="controls" ana="#controls[4]" resp="#tagger" cert="0.95">
        <label>attaching a caution to Rakocy&#x27;s finding that basil out-earns lettuce by nearly four times</label>
        <note>eliminates: a single system&#x27;s crop-choice result being generalised, when the margin depends on a particular domestic market · outcome: held</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t27" type="controls" ana="#controls[5]" resp="#tagger" cert="0.95">
        <label>naming one specific unreported variable in a study it otherwise relies on - light intensity, absent from Rakocy et al.</label>
        <note>eliminates: the two systems in the table being treated as comparable on plant yield, when a major determinant of that yield is unrecorded for one of them · outcome: held</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t28" type="concepts" ana="#concepts[0]" resp="#paper" cert="0.95">
        <label>aquaponics</label>
        <term>aquaponics</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t29" type="concepts" ana="#concepts[1]" resp="#paper" cert="0.95">
        <label>hydroponics</label>
        <term>hydroponics</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t30" type="concepts" ana="#concepts[2]" resp="#paper" cert="0.95">
        <label>recirculating aquaculture</label>
        <term>recirculating aquaculture</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t31" type="concepts" ana="#concepts[3]" resp="#paper" cert="0.95">
        <label>ammonia</label>
        <term>ammonia</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t32" type="concepts" ana="#concepts[4]" resp="#paper" cert="0.95">
        <label>nitrite</label>
        <term>nitrite</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t33" type="concepts" ana="#concepts[5]" resp="#paper" cert="0.95">
        <label>nitrate</label>
        <term>nitrate</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t34" type="concepts" ana="#concepts[6]" resp="#paper" cert="0.95">
        <label>nitro-bacteria</label>
        <term>nitro-bacteria</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t35" type="concepts" ana="#concepts[7]" resp="#paper" cert="0.95">
        <label>pH</label>
        <term>pH</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t36" type="concepts" ana="#concepts[8]" resp="#paper" cert="0.95">
        <label>nitrification</label>
        <term>nitrification</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t37" type="concepts" ana="#concepts[9]" resp="#paper" cert="0.95">
        <label>phosphorus</label>
        <term>phosphorus</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t38" type="concepts" ana="#concepts[10]" resp="#paper" cert="0.95">
        <label>electrical conductivity</label>
        <term>electrical conductivity</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t39" type="concepts" ana="#concepts[11]" resp="#paper" cert="0.95">
        <label>organic molecules</label>
        <term>organic molecules</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t40" type="concepts" ana="#concepts[12]" resp="#paper" cert="0.95">
        <label>biofilm</label>
        <term>biofilm</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t41" type="concepts" ana="#concepts[13]" resp="#paper" cert="0.95">
        <label>pesticides</label>
        <term>pesticides</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t42" type="concepts" ana="#concepts[14]" resp="#paper" cert="0.95">
        <label>sustainable agriculture</label>
        <term>sustainable agriculture</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t43" type="concepts" ana="#concepts[15]" resp="#paper" cert="0.9">
        <label>water</label>
        <term>water</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t44" type="concepts" ana="#concepts[16]" resp="#paper" cert="0.95">
        <label>supply chain</label>
        <term>supply chain</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t45" type="concepts" ana="#concepts[17]" resp="#paper" cert="0.95">
        <label>conventional agriculture</label>
        <term>conventional agriculture</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t46" type="concepts" ana="#concepts[18]" resp="#paper" cert="0.95">
        <label>multi-disciplinarity</label>
        <term>multi-disciplinarity</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t47" type="unhoused_relations" ana="#unhoused_relations[0]" resp="#tagger">
        <label>supply chain → environmental impact</label>
        <note>LENGTH OF A CHAIN AS A COST MULTIPLIER. The longer the supply chain the more transport, packaging, conservation and labour it needs, up to 79% of retail price in US conventional distribution. &#x27;causes&#x27; is right and the ENDPOINT is not a concept in this record - what lengthens is a chain and what grows is a bundle of costs and impacts, and there is no node for the bundle</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t48" type="unhoused_relations" ana="#unhoused_relations[1]" resp="#tagger">
        <label>pesticides → biofilm</label>
        <note>A PROHIBITION, NOT A MEASURED EFFECT. Conventional pesticides cannot be used in aquaponics because they would poison the fish and the nitrifying biofilm the system depends on. &#x27;causes ... reduces&#x27; overstates it - nobody applied them and measured a reduction; the relation is that one RULES OUT the other, and the vocabulary has no type for a constraint</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t49" type="unhoused_relations" ana="#unhoused_relations[2]" resp="#tagger">
        <label>electrical conductivity → organic molecules</label>
        <note>THE MEASUREMENT THAT MISSES ITS OBJECT. Electrical conductivity and aqueous filtration register only nutrients in ionic form, so nutrients locked inside organic molecules are present and unrecorded. This is the exact negati row names: all eight edge types assert a relation HOLDS, and &#x27;X is the measurement that FAILS to see Y&#x27; cannot be written. &#x27;operationalised-as&#x27; would state the opposite of the truth</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t50" type="senses" ana="#senses[0]" resp="#tagger" cert="0.95">
        <label>sustainable agriculture - NOT DEFINED BY THIS PAPER. It is taken whole from Lehman et al., as a process that depletes no non-renewable resource essential to agriculture, and extended with Francis et al.&#x27;s `designing systems that close nutrient cycles`. Aquaponics then qualifies BY CONSTRUCTION, because closing a nutrient cycle is what it is. The definition is borrowed and the conclusion follows from the borrowing</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t51" type="senses" ana="#senses[1]" resp="#tagger" cert="0.95">
        <label>nutrient concentration, when an aquaponic solution is compared with a hydroponic one - A MEASUREMENT, NOT A QUANTITY OF NUTRIENT. Electrical conductivity and aqueous filtration see only ions, and aquaponic dissolved solids include organic molecules with nutrients locked inside them. So the aquaponic column reads lower partly because the instrument cannot see what is there - and the authors print the comparison and this objection to it on the same page</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t52" type="senses" ana="#senses[2]" resp="#tagger" cert="0.9">
        <label>challenge, the paper&#x27;s own organising word - IT COVERS TWO DIFFERENT THINGS AND THE review does not separate them. Some challenges are engineering problems with candidate solutions (pH drift, and a lime-bed reactor to fix it). Others are ABSENCES IN THE LITERATURE - two economic studies, no comparison available, parameters unreported. A reader counting `challenges` counts both kinds together</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t53" type="senses" ana="#senses[3]" resp="#tagger" cert="0.95">
        <label>decoupled system - THE NAME FOR GIVING UP ON THE COMPROMISE. Fish, plants and nitrifying bacteria have different optimal pH and temperature, and a single loop must sit between them; a decoupled system runs two loops at their own optima and exchanges water periodically. It is presented as an alternative to the trade-off, not as an improvement to it</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t54" type="senses" ana="#senses[4]" resp="#tagger" cert="0.95">
        <label>zero-discharge recirculating system - AN OBJECTIVE, NOT A DESCRIPTION. The paper says it `should be achievable` on Neori et al.&#x27;s authority and immediately says more research is needed on the solubilization it depends on. Nothing in the review reports one running</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t55" type="claim_relations" ana="#claim_relations[0]" resp="#tagger" cert="0.95">
        <label>critiques → Vermeulen and Kamstra, who found only a marginal cost reduction from aquaponics against RAS and hydroponics run separately</label>
        <note>note: the objection is specific and it is about SCOPE, not arithmetic: the costing left out resource scarcity, and rising energy and fertilizer prices are expected to move the margin. The review does not claim the calculation was wrong</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t56" type="claim_relations" ana="#claim_relations[1]" resp="#tagger" cert="0.95">
        <label>builds-on → Lehman et al.&#x27;s definition of sustainable agriculture as a process that depletes no non-renewable resource essential to agriculture</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t57" type="claim_relations" ana="#claim_relations[2]" resp="#tagger" cert="0.95">
        <label>builds-on → Francis et al.&#x27;s addition that sustainable production means designing systems that close nutrient cycles</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t58" type="claim_relations" ana="#claim_relations[3]" resp="#tagger" cert="0.95">
        <label>qualifies → Rakocy&#x27;s finding that leafy greens are more profitable than fruity vegetables, and that basil&#x27;s margin in the UVI system exceeded lettuce&#x27;s by nearly four times</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t59" type="claim_relations" ana="#claim_relations[4]" resp="#tagger" cert="0.9">
        <label>qualifies → Neori et al.&#x27;s position that a zero-discharge recirculating system is achievable</label>
        <note>note: accepted as an objective and immediately made conditional on solubilization research that has not been done</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t60" type="concept_edges" ana="#concept_edges[0]" resp="#tagger">
        <label>hydroponics —part-of→ aquaponics</label>
        <term>hydroponics</term>
        <term>aquaponics</term>
        <note>strength of the relation: 1</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t61" type="concept_edges" ana="#concept_edges[1]" resp="#tagger">
        <label>recirculating aquaculture —part-of→ aquaponics</label>
        <term>recirculating aquaculture</term>
        <term>aquaponics</term>
        <note>strength of the relation: 1</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t62" type="concept_edges" ana="#concept_edges[2]" resp="#tagger">
        <label>aquaponics —distinct-from→ hydroponics</label>
        <term>aquaponics</term>
        <term>hydroponics</term>
        <note>strength of the relation: 0.95 · note: and the difference is the nutrient source: hydroponics needs mineral fertiliser, aquaponics uses the fish water. That is why they are also in a part-of relation - aquaponics contains a hydroponic component but is not one</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t63" type="concept_edges" ana="#concept_edges[3]" resp="#tagger">
        <label>nitrification —causes→ pH</label>
        <term>nitrification</term>
        <term>pH</term>
        <note>direction on the measure: reduces · strength of the relation: 0.95 · note: the winning force - the system drifts acid continuously and must be corrected</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t64" type="concept_edges" ana="#concept_edges[4]" resp="#tagger">
        <label>nitrate —causes→ pH</label>
        <term>nitrate</term>
        <term>pH</term>
        <note>direction on the measure: increases · strength of the relation: 0.9 · note: the losing force, in the SAME sentence as the edge above. A schema that could not sign a causal edge would record these two as identical rows
Audit 2026-09-28: DOUBTFUL - read against its span and kept, but the span says root uptake of nitrate raises pH; the endpoint drops &#x27;uptake&#x27;.</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t65" type="concept_edges" ana="#concept_edges[5]" resp="#tagger">
        <label>ammonia —causes→ nitrite</label>
        <term>ammonia</term>
        <term>nitrite</term>
        <note>direction on the measure: increases · strength of the relation: 0.95</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t66" type="concept_edges" ana="#concept_edges[6]" resp="#tagger">
        <label>nitrite —causes→ nitrate</label>
        <term>nitrite</term>
        <term>nitrate</term>
        <note>direction on the measure: increases · strength of the relation: 0.95</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t67" type="concept_edges" ana="#concept_edges[7]" resp="#tagger">
        <label>aquaponics —causes→ water</label>
        <term>aquaponics</term>
        <term>water</term>
        <note>direction on the measure: reduces · strength of the relation: 0.85 · note: the comparison is against conventional agriculture and the paper attaches a condition to it - &#x27;depending on the climatic conditions&#x27;
Audit 2026-09-28: DOUBTFUL - read against its span and kept, but aquaponics uses less water; the endpoint drops &#x27;use&#x27;.</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t68" type="content_tags" ana="#content_tags.findings[0]" resp="#tagger" cert="0.95">
        <label>The literature cannot support assessing aquaponics&#x27; economic challenges: only two economic sub-studies exist in peer-reviewed work.</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t69" type="content_tags" ana="#content_tags.findings[1]" resp="#tagger" cert="0.95">
        <label>the evidence base is narrower than its paper count: outside UVI there is little large-scale or long-duration work, and much of the rest replicates that one design</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t70" type="content_tags" ana="#content_tags.findings[2]" resp="#tagger" cert="0.95">
        <label>Larger production systems are studied by private centres and companies whose findings are not always accessible.</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t71" type="content_tags" ana="#content_tags.findings[3]" resp="#tagger" cert="0.95">
        <label>Some aquaponic systems report yields similar to or better than hydroponics for some crops despite lower mineral nutrient concentrations.</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t72" type="content_tags" ana="#content_tags.findings[4]" resp="#tagger" cert="0.95">
        <label>the reason may be measurement: EC and filtration see only ionic nutrients, and aquaponic water carries them inside organic molecules too</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t73" type="content_tags" ana="#content_tags.findings[5]" resp="#tagger" cert="0.95">
        <label>Multi-disciplinarity - the need for economics, finance and marketing expertise - is named the biggest challenge of commercial aquaponics.</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t74" type="content_tags" ana="#content_tags.findings[6]" resp="#tagger" cert="0.95">
        <label>Aquaponics trades off fish and plant needs: tilapia and nitrifying bacteria prefer 25-30 °C water, most plants 20-25 °C.</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t75" type="content_tags" ana="#content_tags.findings[7]" resp="#tagger" cert="0.95">
        <label>There is no general optimal system; each must be adjusted to environmental conditions.</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t76" type="content_tags" ana="#content_tags.definitions[0]" resp="#tagger" cert="0.95">
        <label>aquaponics = an integrated multi-trophic system combining recirculating aquaculture and hydroponics, in which nutrient-enriched fish-tank water grows the plants</label>
        <term>aquaponics</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t77" type="content_tags" ana="#content_tags.definitions[1]" resp="#tagger" cert="0.95">
        <label>sustainable agriculture, borrowed from Lehman et al. = a process that does not deplete any non-renewable resource essential to agriculture</label>
        <term>sustainable agriculture</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t78" type="content_tags" ana="#content_tags.definitions[2]" resp="#tagger" cert="0.95">
        <label>and extended by Francis et al. to designing systems that close nutrient cycles - which the review immediately notes is a main characteristic of aquaponics</label>
        <term>sustainable agricultural production</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t79" type="content_tags" ana="#content_tags.definitions[3]" resp="#tagger" cert="0.95">
        <label>decoupled system = two separate recirculating loops, aquaculture and hydroponic, each at its own optimum, with periodic water exchange between them</label>
        <term>decoupled systems</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t80" type="content_tags" ana="#content_tags.definitions[4]" resp="#tagger" cert="0.95">
        <label>zero-discharge recirculating system = the objective of transforming every added nutrient into plant biomass, stated as achievable and not demonstrated</label>
        <term>zero-discharge recirculating system</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t81" type="content_tags" ana="#content_tags.quantities[0]" resp="#tagger" cert="0.95">
        <label>aquaponics uses under 10% of the water of conventional agriculture, which itself takes about 70% of available freshwater and up to 90% in arid regions</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t82" type="content_tags" ana="#content_tags.quantities[1]" resp="#tagger" cert="0.95">
        <label>1 kg of beef takes 5,000-20,000 L of water; the same weight of fish in semi-intensive or extensive aquaculture takes 2,500-375,000 L</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t83" type="content_tags" ana="#content_tags.quantities[2]" resp="#tagger" cert="0.95">
        <label>recirculating aquaculture reuses 95%-99% of its water, down to below 100 L per kg of fish</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t84" type="content_tags" ana="#content_tags.quantities[3]" resp="#tagger" cert="0.95">
        <label>30%-65% of the phosphorus entering as fish feed is filtered out as solid excretion</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t85" type="content_tags" ana="#content_tags.quantities[4]" resp="#tagger" cert="0.95">
        <label>aquaponic systems report 1-17 mg/L phosphate-P against a hydroponic recommendation of 40-60</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t86" type="content_tags" ana="#content_tags.quantities[5]" resp="#tagger" cert="0.95">
        <label>80% of the world&#x27;s oceans are fully exploited or worse; 100 million tonnes of fish a year give 2.5 billion people at least a fifth of their animal protein</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t87" type="content_tags" ana="#content_tags.quantities[6]" resp="#tagger" cert="0.95">
        <label>distribution can reach 79% of the retail price in US conventional food supply</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t88" type="content_tags" ana="#content_tags.quantities[7]" resp="#tagger" cert="0.95">
        <label>the system pH target is 6.8-7.0, chosen as the highest value that still prevents ammonia accumulation</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t89" type="content_tags" ana="#content_tags.statistics[0]" resp="#tagger" cert="0.85">
        <label>EVIDENCE CORRECTED (RE-GROUNDED - the project&#x27;S PROVEN CASE, 2026-08-23 22:44) · nitrification efficiency rose linearly by 13% per pH unit between pH 5.0 and 9.0, with ammonium oxidisers most active at 8.2 - one of the inputs to the 6.8-7.0 compromise</label>
        <note>EVIDENCE CORRECTED: RE-GROUNDED - the project&#x27;S PROVEN CASE, 2026-08-23 22:44. The old evidence was &#x27;A crucial point…&#x27; - verbatim, anchored, correctly cut, and containing NOT ONE of the claim&#x27;s numbers. The sentence stating the claim is two paragraphs away and is now the evidence. The claim&#x27;s trailing clause &#x27;one of the inputs to the 6.8-7.0 compromise&#x27; refers to a separate sentence and is a CROSS-REFERENCE, not part of what this quote is asked to support.</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t90" type="content_tags" ana="#content_tags.statistics[1]" resp="#tagger" cert="0.9">
        <label>the review reports no statistic of its own: every number in it is carried from a cited study into a comparison table, and the tables&#x27; most reported value is ND</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
    </spanGrp>
  </standOff>
  <text>
    <body>
      <p><note type="rights">The full text of this article is not redistributable, so it is
      not included here. The evidence sentences are withheld with it; the tag layer and its
      grounding status remain. The article itself is at https://doi.org/10.3390/su7044199.</note></p>
    </body>
  </text>
</TEI>
