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      KCI등재 SCOPUS

      Sensor-Based Nutrient Recirculation for Aeroponic Lettuce Cultivation

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      https://www.riss.kr/link?id=A107357066

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      다국어 초록 (Multilingual Abstract)

      Purpose The objective of this study was to investigate the effects of used-nutrient solution recirculation on nutrient efficiency improvement and reduction of environmental pollution of an ion-selective electrodes (ISEs)-based recycle-type aeroponic c...

      Purpose The objective of this study was to investigate the effects of used-nutrient solution recirculation on nutrient efficiency improvement and reduction of environmental pollution of an ion-selective electrodes (ISEs)-based recycle-type aeroponic crop cultivation system.
      Methods A recycle-type aeroponic crop cultivation test bench was fabricated, which consisted of K+, NO3-, and Ca2+ ISEs, pH, and EC sensor, and lettuce were cultivated for inspecting the nutrient solution recirculation process. The specific growth rate of lettuce was evaluated. Different percentages of the used-solution (20%, 40%, 60%, 80%, and 100% of the target volume) were recirculated to find a proper recirculation volume for maintaining the target nutrient level with the minimum supply of stock solutions. The nutrient saving percentage was determined by comparing the nutrient solution requirement with the open-type aeroponic system and open-field cultivation practices. Reduction of environmental pollution was assessed based on the possible environmental pollutions (i.e., surface water pollution, groundwater contamination, and contaminant deposition in the human body), which could be occurred by the direct discharge of the hydroponic nutrient solution.
      Results The minimum amount of stock solutions were required during the 60%used-solution recirculation. The nutrient solution requirement of the recycle-type aeroponic system was almost 3 to 5 times less than the open-type aeroponic system, and 3 to 6 times less than open-field cultivation based on nutrient consumption rates at different growth stages. An open-type aeroponic system might require more nutrient solution than the open-field cultivation practices based on the frequency of nutrient solution supply in the crop root zone. Although, the discharged nutrient solution increased the K+, NO3-, andCa2+ ion levels a little in the considered surface water reservoir, groundwater, and human body, long-term discharge of the high concentrated hydroponic nutrient solution would be hazardous.
      Conclusion The findings of this study showed that the nutrient saving efficiency of a recycle-type crop cultivation system is higher compared to the open-type and conventional cultivation practices, which can minimize the cultivation cost notably, and the environmental pollutions can be reduced significantly through the sensor-based nutrient management.

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      참고문헌 (Reference)

      1 Nederhoff, E., "Water use efficiency of tomatoes" 115 : 52-, 2010

      2 Seyedahmad Hosseinzadeh, "Water reuse in closed hydroponic systems: Comparison of GAC adsorption, ion exchange and ozonation processes to treat recycled nutrient solution" Elsevier BV 78 : 190-195, 2017

      3 Christie, E., "Water and nutrient reuse within closed hydroponic systems" Georgia Southern University 2014

      4 J.B.K. Park, "Treatment of hydroponic wastewater by denitrification filters using plant prunings as the organic carbon source" Elsevier BV 99 (99): 2711-2716, 2008

      5 Prystay, W., "Treatment of greenhouse wastewater using constructed wetlands" 36 (36): 341-353, 2001

      6 Despommier, D., "The vertical farm : feeding the world in the 21st century" St. Martin’s press 2010

      7 Raviv, M., "Soilless culture : theory and practice" Elsevier 2019

      8 Pala, M., "Robot Intelligence Technology and Applications 2" Springer 83-93, 2014

      9 Ramasamy Rajesh Kumar, "Reuse of hydroponic waste solution" Springer Science and Business Media LLC 21 (21): 9569-9577, 2014

      10 Dimitrios Savvas, "Response of hydroponically grown gerbera to nutrient solution recycling and different nutrient cation ratios" Elsevier BV 96 (96): 267-280, 2002

      1 Nederhoff, E., "Water use efficiency of tomatoes" 115 : 52-, 2010

      2 Seyedahmad Hosseinzadeh, "Water reuse in closed hydroponic systems: Comparison of GAC adsorption, ion exchange and ozonation processes to treat recycled nutrient solution" Elsevier BV 78 : 190-195, 2017

      3 Christie, E., "Water and nutrient reuse within closed hydroponic systems" Georgia Southern University 2014

      4 J.B.K. Park, "Treatment of hydroponic wastewater by denitrification filters using plant prunings as the organic carbon source" Elsevier BV 99 (99): 2711-2716, 2008

      5 Prystay, W., "Treatment of greenhouse wastewater using constructed wetlands" 36 (36): 341-353, 2001

      6 Despommier, D., "The vertical farm : feeding the world in the 21st century" St. Martin’s press 2010

      7 Raviv, M., "Soilless culture : theory and practice" Elsevier 2019

      8 Pala, M., "Robot Intelligence Technology and Applications 2" Springer 83-93, 2014

      9 Ramasamy Rajesh Kumar, "Reuse of hydroponic waste solution" Springer Science and Business Media LLC 21 (21): 9569-9577, 2014

      10 Dimitrios Savvas, "Response of hydroponically grown gerbera to nutrient solution recycling and different nutrient cation ratios" Elsevier BV 96 (96): 267-280, 2002

      11 Xianqiang Tang, "Response of Eutrophication Development to Variations in Nutrients and Hydrological Regime: A Case Study in the Changjiang River (Yangtze) Basin" MDPI AG 12 (12): 1634-, 2020

      12 ATSDR, "Public health assessment guidance manual"

      13 WHO, "Protecting Groundwater for Health"

      14 B C Egboka, "Principles and problems of environmental pollution of groundwater resources with case examples from developing countries." Environmental Health Perspectives 83 : 39-68, 1989

      15 Mazhar H. Tunio, "Potato production in aeroponics: An emerging food growing system in sustainable agriculture forfood security" SciELO Agencia Nacional de Investigacion y Desarrollo (ANID) 80 (80): 118-132, 2020

      16 Kozai, T., "Plant factory: an indoor vertical farming system for efficient quality food production" Elsevier 2019

      17 Son, J. E., "Plant factory" Academic Press 273-283, 2020

      18 Chowdhury, M., "Performance evaluation of commercial ion-selective electrodes for hydroponic cultivation system" 831-838, 2019

      19 Lakhiar, I. A., "Overview of the aeroponic agriculture–an emerging technology for global food security" 13 (13): 1-10, 2020

      20 Woo-Jae Cho, "On-site ion monitoring system for precision hydroponic nutrient management" Elsevier BV 146 : 51-58, 2018

      21 van Kooten, O., "Nutrient supply in soilless culture: on-demand strategies" 659 : 533-540, 2004

      22 A. Enduta, "Nutrient removal from aquaculture wastewater by vegetable production in aquaponics recirculation system" Informa UK Limited 32 (32): 422-430, 2011

      23 Manuela Lasagna, "Nitrate contamination of groundwater in the western Po Plain (Italy): the effects of groundwater and surface water interactions" Springer Science and Business Media LLC 75 (75): 240-, 2016

      24 Imran Ali Lakhiar, "Modern plant cultivation technologies in agriculture under controlled environment: a review on aeroponics" Informa UK Limited 13 (13): 338-352, 2018

      25 Milon Chowdhury, "Method of pump, pipe, and tank selection for aeroponic nutrient management systems based on crop requirements" PAGEPress Publications 51 (51): 119-128, 2020

      26 Spyros Foteinis, "Life cycle assessment of organic versus conventional agriculture. A case study of lettuce cultivation in Greece" Elsevier BV 112 : 2462-2471, 2016

      27 Georgios Bartzas, "Life cycle assessment of open field and greenhouse cultivation of lettuce and barley" Elsevier BV 2 (2): 191-207, 2015

      28 Matthew Bamsey, "Ion-Specific Nutrient Management in Closed Systems: The Necessity for Ion-Selective Sensors in Terrestrial and Space-Based Agriculture and Water Management Systems" MDPI AG 12 (12): 13349-13392, 2012

      29 Shiyang Yin, "Investigation of Groundwater Contamination and Health Implications in a Typical Semiarid Basin of North China" MDPI AG 12 (12): 1137-, 2020

      30 Pohl, H. R., "Interrelations between essential metal ions and human diseases" Springer 29-47, 2013

      31 Jones Jr., J. B., "Hydroponics : a practical guide for the soilless grower" CRC press 2016

      32 Alper Baba, "Groundwater contamination and its effect on health in Turkey" Springer Science and Business Media LLC 183 (183): 77-94, 2011

      33 최봉수, "Feasibility of Reclaimed Wastewater and Waste Nutrient Solution for Crop Production in Korea" 한국환경농학회 30 (30): 118-124, 2011

      34 Chowdhury, M., "Factors affecting the accuracy and precision of ion-selective electrodes for hydroponic nutrient supply systems" 997-1004, 2019

      35 EPA, "Exposure factors handbook. Volumes 1, 2, and 3"

      36 Md Mamun, "Evaluation of algal chlorophyll and nutrient relations and the N:P ratios along with trophic status and light regime in 60 Korea reservoirs" Elsevier BV 741 : 140451-, 2020

      37 E. Sinha, "Eutrophication will increase during the 21st century as a result of precipitation changes" American Association for the Advancement of Science (AAAS) 357 (357): 405-408, 2017

      38 Chislock, M. F., "Eutrophication : causes, consequences, and controls in aquatic ecosystems" 4 (4): 10-, 2013

      39 Val Smith, "Effects of eutrophication on maximum algal biomass in lake and river ecosystems" Freshwater Biological Association 6 (6): 147-154, 2016

      40 Mary Ward, "Drinking Water Nitrate and Human Health: An Updated Review" MDPI AG 15 (15): 1557-, 2018

      41 Antonio José Steidle Neto, "Development and evaluation of an automated system for fertigation control in soilless tomato production" Elsevier BV 103 : 17-25, 2014

      42 Grasselly, D., "Denitrification of soilless tomato crops run-off water by horizontal subsurface constructed wetlands" 691 : 329-332, 2004

      43 F. Xavier Rius-Ruiz, "Computer-operated analytical platform for the determination of nutrients in hydroponic systems" Elsevier BV 147 : 92-97, 2014

      44 WHO, "Chemical hazards in drinking-water"

      45 Gabriela Cormick, "Calcium Intake and Health" MDPI AG 11 (11): 1606-, 2019

      46 Md Asaduzzaman, "Autotoxicity in Strawberry Under Recycled Hydroponics and Its Mitigation Methods" Japanese Society for Horticultural Science 89 (89): 124-137, 2020

      47 Jung, D. H., "Automated Lettuce Nutrient Solution Management Using an Array of Ion-Selective Electrodes" American Society of Agricultural and Biological Engineers (ASABE) 1309-1319, 2015

      48 David Sanjuan-Delmás, "Applying nutrient dynamics to adjust the nutrient-water balance in hydroponic crops. A case study with open hydroponic tomato crops from Barcelona" Elsevier BV 261 : 108908-, 2020

      49 Artur Mielcarek, "Analysis of Wastewater Generated in Greenhouse Soilless Tomato Cultivation in Central Europe" MDPI AG 11 (11): 2538-, 2019

      50 Woo Jae Cho, "An Embedded System for Automated Hydroponic Nutrient Solution Management" American Society of Agricultural and Biological Engineers (ASABE) 60 (60): 1083-1096, 2017

      51 Teruo Nonomura, "Algicidal effect of 3-(3-indolyl)butanoic acid, a control agent of the bacterial wilt pathogen, Ralstonia solanacearum" Elsevier BV 20 (20): 935-939, 2001

      52 D. Schwarz, "Algae affecting lettuce growth in hydroponic systems" Informa UK Limited 79 (79): 554-559, 2015

      53 Farzaneh Sajedi-Hosseini, "A novel machine learning-based approach for the risk assessment of nitrate groundwater contamination" Elsevier BV 644 : 954-962, 2018

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      학술지 이력

      학술지 이력
      연월일 이력구분 이력상세 등재구분
      2024 평가예정 해외DB학술지평가 신청대상 (해외등재 학술지 평가)
      2021-01-01 평가 등재학술지 유지 (해외등재 학술지 평가) KCI등재
      2020-01-01 평가 등재학술지 유지 (재인증) KCI등재
      2017-02-08 학술지명변경 한글명 : 바이오시스템공학 -> Journal of Biosystems Engineering KCI등재
      2017-01-01 평가 등재학술지 유지 (계속평가) KCI등재
      2013-01-01 평가 등재학술지 유지 (등재유지) KCI등재
      2010-01-01 평가 등재학술지 유지 (등재유지) KCI등재
      2008-01-01 평가 등재학술지 유지 (등재유지) KCI등재
      2006-04-11 학술지명변경 한글명 : 한국농업기계학회지 -> 바이오시스템공학 KCI등재
      2006-01-01 평가 등재학술지 유지 (등재유지) KCI등재
      2004-01-01 평가 등재학술지 유지 (등재유지) KCI등재
      2001-07-01 평가 등재학술지 선정 (등재후보2차) KCI등재
      1999-01-01 평가 등재후보학술지 선정 (신규평가) KCI등재후보
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      학술지 인용정보

      학술지 인용정보
      기준연도 WOS-KCI 통합IF(2년) KCIF(2년) KCIF(3년)
      2016 0.15 0.15 0.15
      KCIF(4년) KCIF(5년) 중심성지수(3년) 즉시성지수
      0.14 0.2 0.323 0.11
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