The Assessment of Growth Performance of <i>Brassica rapa var. chinensis</i> ‘Li Ren Choi’, <i>Spinacia oleracea</i> ‘Auroch’, Eruca sativa ‘Astro’, and <i>Brassica rapa var. japonica</i> Using GREENBOX Technology — Oak Academic Publishing
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The Assessment of Growth Performance of <i>Brassica rapa var. chinensis</i> ‘Li Ren Choi’, <i>Spinacia oleracea</i> ‘Auroch’, Eruca sativa ‘Astro’, and <i>Brassica rapa var. japonica</i> Using GREENBOX Technology
Department of Marine and Earth Sciences, The Water School, Florida Gulf Coast University, Fort Myers, FL, USA
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Department of Ecology and Environmental Studies, The Water School, Florida Gulf Coast University, Fort Myers, FL, USA
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Department of Ecology and Environmental Studies, The Water School, Florida Gulf Coast University, Fort Myers, FL, USA
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Department of Natural Resources, University of Connecticut, Storrs, CT, USA
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Department of Ecology and Environmental Studies, The Water School, Florida Gulf Coast University, Fort Myers, FL, USA
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Department of Mathematics, Florida Gulf Coast University, Fort Myers, FL, USA
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Department of Environmental and Civil Engineering, Mercer University, Macon, GA, USA
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Independent Researcher, Alexandria, VA, USA
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Department of Ecology and Environmental Studies, The Water School, Florida Gulf Coast University, Fort Myers, FL, USA
1 Department of Marine and Earth Sciences, The Water School, Florida Gulf Coast University, Fort Myers, FL, USA
2 Department of Ecology and Environmental Studies, The Water School, Florida Gulf Coast University, Fort Myers, FL, USA
3 Department of Ecology and Environmental Studies, The Water School, Florida Gulf Coast University, Fort Myers, FL, USA
4 Department of Natural Resources, University of Connecticut, Storrs, CT, USA
5 Department of Ecology and Environmental Studies, The Water School, Florida Gulf Coast University, Fort Myers, FL, USA
6 Department of Mathematics, Florida Gulf Coast University, Fort Myers, FL, USA
7 Department of Environmental and Civil Engineering, Mercer University, Macon, GA, USA
8 Independent Researcher, Alexandria, VA, USA
9 Department of Ecology and Environmental Studies, The Water School, Florida Gulf Coast University, Fort Myers, FL, USA
Obtaining nutritious food is becoming increasingly difficult due to the growing urban population and the degradation of soil, water, and air from mechanized and industrialized agricultural techniques. More than half the global population resides in urban areas, with not enough surrounding agricultural land to meet food requirements. Food traveling long distances, an average of 1020 miles, has resulted in increased food miles for the average food item in the United States of America, representing wasted resources. The novel GREENBOX technology was invented in response to increasing pressures on food security. Previous studies conducted on GREENBOX technology assessed the technical feasibility of utilizing Lettuce Lactuca sativa ‘Rex Butterhead’. We at the APS Laboratory for Sustainable Food at Florida Gulf Coast University assessed the technical feasibility of growing different leafy green vegetable crops. GREENBOX technology consists of thermally insulated climate-controlled enclosures, an artificial lighting source, a soilless cultivation method (hydroponics), and environmental control modules. We assembled two GREENBOX units to assess the environmental conditions and growth performance of Brassica rapa var. chinensis ‘Li Ren Choi’, Spinach Spinacia oleracea ‘Auroch’, Arugula Eruca sativa ‘Astro’, and Mizuna Brassica Brassica rapa var. japonica . Plugs were cultivated and then transplanted in a randomized manner to the nutrient film technique (NFT) channels, subsequently grown for 30 days to full bloom and ready for harvest. Fertigation was carried out using a standard concentration nutrient solution. Crops were arranged in twelve blocks of four species each. We collected environmental data including daily light integral (DLI, mol/m 2 ∙ d), temperature ( ˚ C), relative humidity (%), and vapor pressure deficit (VPD, kPa). Collected biomass data included wet weight (g), dry weight (g), leaf area (cm 2 ), and chlorophyll concentration (mg/cm 2 ). We then derived the Specific Leaf Area (SLA, cm 2 /g). Descriptive statistics were utilized to understand the differences in biomass parameters between the four crops grown. We also compared the performance parameters of our crops with existing peer-reviewed literature and found it superior, if not comparable to commonly found industrial output. We determined that all crops grew to full bloom, demonstrating that GREENBOX technology may be used to grow a variety of different leafy green vegetable crops.
Pison, G. (2017) Tous les pays du monde (2017). Population & Sociétés, 547, 1-8. https://doi.org/10.3917/popsoc.547.0001
Maisonet-Guzman, O.E. (2011) Food Security and Population Growth in the 21st Century. https://www.e-ir.info/2011/07/16/arefailing-and-failed-states-a-post-cold-war-phenomenon/
Specht, K., Siebert, R., Hartmann, I., Freisinger, U.B., Sawicka, M., Werner, A., Dierich, A., et al. (2014) Urban Agriculture of the Future: An Overview of Sustainability Aspects of Food Production in and on Buildings. Agriculture and Human Values, 31, 33-51. https://doi.org/10.1007/s10460-013-9448-4
Taghizadeh, R. (2021) Assessing the Potential of Hydroponic Farming to Reduce Food Imports: The Case of Lettuce Production in Sweden. Master’s Thesis, Uppsala universitet, Uppsala.
Ben Hassen, T. and El Bilali, H. (2022) Impacts of the Russia-Ukraine War on Global Food Security: Towards More Sustainable and Resilient Food Systems? Foods, 11, Article 2301. https://doi.org/10.3390/foods11152301
Organisation for Economic Co-Operation and Development (2022) Economic and Social Impacts and Policy Implications of the War in Ukraine. OECD Economic Outlook, Interim Report, March 2022. https://www.oecd-ilibrary.org/sites/4181d61b-en/index.html?itemId=/content/publication/4181d61b-en
Hendrickson, D., Smith, C. and Eikenberry, N. (2006) Fruit and Vegetable Access in Four Low-Income Food Deserts Communities in Minnesota. Agriculture and Human Values, 23, 371-383. https://doi.org/10.1007/s10460-006-9002-8
Hamelin, A.M., Beaudry, M. and Habicht, J.P. (2002) Characterization of Household Food Insecurity in Québec: Food and Feelings. Social Science and Medicine, 54, 119-132. https://doi.org/10.1016/S0277-9536(01)00013-2
Olson, C.M. (1999) Symposium: Advances in Measuring Food Insecurity and Hunger in the U.S. Introduction. The Journal of Nutrition, 129, 521S-524S. https://doi.org/10.1093/jn/129.2.521S
Zenk, S.N., Schulz, A.J., Israel, B.A., James, S.A., Bao, S. and Wilson, M.L. (2005) Neighborhood Racial Composition, Neighborhood Poverty, and the Spatial Accessibility of Supermarkets in Metropolitan Detroit. American Journal of Public Health, 95, 660-667. https://doi.org/10.2105/AJPH.2004.042150
Raja, S., Ma, C. and Yadav, P. (2008) Beyond Food Deserts: Measuring and Mapping Racial Disparities in Neighborhood Food Environments. Journal of Planning Education and Research, 27, 469-482. https://doi.org/10.1177/0739456X08317461
Hydroponics
Lettuce
Sugrue, T.J. (2014) The Origins of the Urban Crisis. Princeton University Press, Princeton.
Ball, K., Timperio, A. and Crawford, D. (2009) Neighbourhood Socioeconomic Inequalities in Food Access and Affordability. Health and Place, 15, 578-585. https://doi.org/10.1016/j.healthplace.2008.09.010
Chung, C. and Myers, S.L. (1999) Do the Poor Pay More for Food? An Analysis of Grocery Store Availability and Food Price Disparities. Journal of Consumer Affairs, 33, 276-296. https://doi.org/10.1111/j.1745-6606.1999.tb00071.x
Yang, W., Dall, T.M., Beronjia, K., Lin, J., Semilla, A.P., Chakrabarti, R., Petersen, M.P., et al. (2018) Economic Costs of Diabetes in the U.S. in 2017. Diabetes Care, 41, 917-928. https://doi.org/10.2337/dci18-0007
Hammond, R. and Levine (2010) The Economic Impact of Obesity in the United States. Diabetes, Metabolic Syndrome and Obesity: Targets and Therapy, 2010, 285-295. https://doi.org/10.2147/DMSOTT.S7384
Oldani, C. (2020) The Multiple Benefits of Urban Agriculture: Contexts and Contributions of a Modern Food Movement. Vanderbilt Undergraduate Research Journal, 11, 86-102. https://doi.org/10.15695/vurj.v11i1.5059
Kloas, W., Groß, R., Baganz, D., Graupner, J., Monsees, H., Schmidt, U., Rennert, B., et al. (2015) A New Concept for Aquaponic Systems to Improve Sustainability, Increase Productivity, and Reduce Environmental Impacts. Aquaculture Environment Interactions, 7, 179-192. https://doi.org/10.3354/aei00146
Conforti, P., Alexandratos, N., Anriquez, G., Baffes, J., Beintema, N., Boedeker, G. and Bruinsma, J. (2011) Looking Ahead in World Food and Agriculture: Perspectives to 2050. World Food and Agriculture to 2030/2050 Revisited. Highlights and Views Four Years Later. http://www.fao.org/docrep/014/i2280e/i2280e.pdf
Kozai, T. (2018) Current Status of Plant Factories with Artificial Lighting (PFALs) and Smart PFALs. In: Kozai, T., Ed., Smart Plant Factory: The Next Generation Indoor Vertical Farms, Springer, Singapore, 3-13. https://doi.org/10.1007/978-981-13-1065-2_1
Hodges, C.N., Groh, J.E. and Johnson, A.W. (1968) Controlled-Environment Agriculture for Coastal Desert Areas. Proceedings of National Agricultural Plastics Conference, 8, 58-68.
Gómez, C., Currey, C.J., Dickson, R.W., Kim, H.J., Hernández, R., Sabeh, N.C., Burnett, S.E., et al. (2019) Controlled Environment Food Production for Urban Agriculture. HortScience, 54, 1448-1458. https://doi.org/10.21273/HORTSCI14073-19
Benke, K. and Tomkins, B. (2017) Future Food-Production Systems: Vertical Farming and Controlled-Environment Agriculture. Sustainability: Science, Practice, and Policy, 13, 13-26. https://doi.org/10.1080/15487733.2017.1394054
Kozai, T. (2013) Resource Use Efficiency of Closed Plant Production System with Artificial Light: Concept, Estimation and Application to Plant Factory. Proceedings of the Japan Academy, Series B, 89, 447-461. https://doi.org/10.2183/pjab.89.447
Goodman, W. and Minner, J. (2019) Will the Urban Agricultural Revolution Be Vertical and Soilless? A Case Study of Controlled Environment Agriculture in New York City. Land Use Policy, 83, 160-173. https://doi.org/10.1016/j.landusepol.2018.12.038
Yang, X., Theobald, D., McAvoy, R., Wu, J. and Liu, C. (2017) Greenbox Farming: A New System for Urban Agriculture. 2017 ASABE Annual International Meeting, Spokane, 16-19 July 2017, 1 p.
Singh, A.K. and Yang, X. (2021) GREENBOX Horticulture, an Alternative Avenue of Urban Food Production. Agricultural Sciences, 12, 1473-1489. https://doi.org/10.4236/as.2021.1212094
Singh, A.K., McAvoy, R.J., Bravo-Ureta, B. and Yang, X. (2021) An Experimental Study on GREENBOX Technology: Feasibility and Performance. 2021 ASABE Annual International Virtual Meeting, 12-16 July 2021, 145-166. https://doi.org/10.13031/aim.202100453
Singh, A.K., McAvoy, R., Bravo-Ureta, B. and Yang, X. (2023) GREENBOX Technology I—Technical Feasibility and Performance in Warehouse Environment. Journal of the ASABE.
Singh, A.K., McAvoy, R.J., Bravo-Ureta, B. and Yang, X. (2021) Comparison of Environmental Condition, Productivity, and Resources Use between GREENBOX and Greenhouse for Growing Lettuce. 2021 ASABE Annual International Virtual Meeting, 12-16 July 2021, 2-10. https://doi.org/10.13031/aim.202100455
Singh, A.K., Bravo-Ureta, B., McAvoy, R. and Yang, X. (2023) GREENBOX Technology II—Comparison of Environmental Conditions, Productivity, and Water Consumption with Greenhouse Operation. Journal of the ASABE.
Singh, A.K., Bravo-Ureta, B. and Yang, X. (2022) Financial Feasibility Study of GREENBOX Technology for Crop Production in an Urban Setting. 2022 ASABE Annual International Meeting, Houston, 17-20 July 2022, 1-16. https://doi.org/10.13031/aim.202201068
Duever, M.J., Meeder, J.F., Meeder, L.C. and McCollom, J.M. (1994) The Climate of South Florida and Its Role in Shaping the Everglades Ecosystem. In: Davis, S. and Ogden, J.C., Eds., Everglades: The Ecosystem and Its Restoration, CRC Press, Boca Raton, 225-248.
National Oceanic and Atmospheric Administration (2022) Climate—Southwest Florida. https://www.weather.gov/wrh/Climate?wfo=tbw
Fitz-Rodríguez, E., Kubota, C., Giacomelli, G.A., Tignor, M.E., Wilson, S.B. and McMahon, M. (2010) Dynamic Modeling and Simulation of Greenhouse Environments under Several Scenarios: A Web-Based Application. Computers and Electronics in Agriculture, 70, 105-116. https://doi.org/10.1016/j.compag.2009.09.010
Kozai, T, Niu, G. and Takagaki, M. (2015) Plant Factory: An Indoor Vertical Farming System for Efficient Quality Food Production. Academic Press, Cambridge. https://books.google.com/books?id=z-C7DwAAQBAJ
Liu, H., Fu, Y., Wang, M. and Liu, H. (2017) Green Light Enhances Growth, Photosynthetic Pigments and CO2 Assimilation Efficiency of Lettuce as Revealed by “Knock Out” of the 480-560 nm Spectral Waveband. Photosynthetica, 55, 144-152. https://doi.org/10.1007/s11099-016-0233-7
Zhu, J., Tremblay, T. and Liang, Y. (2012) Comparing SPAD and atLEAF Values for Chlorophyll Assessment in Crop Species. Canadian Journal of Soil Science, 92, 645-648. https://doi.org/10.4141/cjss2011-100
Anderson, C.J.R. and Rosas-Anderson, PJ. (2017) Leafscan (Version 1.3.21). https://itunes.apple.com/app/id1254892230
Richardson, A.D., Duigan, S.P. and Berlyn, G.P. (2002) An Evaluation of Noninvasive Methods to Estimate Foliar Chlorophyll Content. New Phytologist, 153, 185-194. https://doi.org/10.1046/j.0028-646X.2001.00289.x
Paz, M., Fisher, P.R. and Gómez, C. (2019) Minimum Light Requirements for Indoor Gardening of Lettuce. Urban Agriculture & Regional Food Systems, 4, 1-10. https://doi.org/10.2134/urbanag2019.03.0001
Song, L., Luo, H., Jiang, L., Hou, J., Zhang, T., Dai, L. and Yu, Z. (2020) Integrative Analysis of Transcriptome and Metabolome Reveals the Possible Mechanism of Leaf Yellowing in Pak Choi (Brassica rapa subsp. chinensis) with 1-Methylcyclopropene Treatment during Storage at 20˚C. Postharvest Biology and Technology, 169, Article ID: 111300. https://doi.org/10.1016/j.postharvbio.2020.111300
Janeczko, D.B. and Timmons, M.B. (2019) Effects of Seeding Pattern and Cultivar on Productivity of Baby Spinach (Spinacia oleracea) Grown Hydroponically in Deep-Water Culture. Horticulturae, 5, Article 20. https://doi.org/10.3390/horticulturae5010020
Silva, P.A.D., Kinjo, S., Melo, M.P.B.X.D. and Sala, F.C. (2019) Evaluation of Arugula Cultivars and Seed Production in the Organic System. Journal of Seed Science, 41, 423-430. https://doi.org/10.1590/2317-1545v41n4218457
Adİloğlu, S., Açıkgöz, F.E. and Adİloğlu, A. (2015) The Effect of Increasing Doses of N Application on Some Agronomic Characteristics, Vitamin C, Protein and Mineral Content of Mibuna (Brassica rapa var. Nipposinica) and Mizuna (Brassica rapa var. Japonica) Plants. Ziraat Fakültesi Dergisi, Uludağ üniversitesi, 29, 1-11.
Hasturk Sahin, F., Aktas, T., Eryilmaz Acikgoz, F. and Akcay, T. (2016) Some Technical and Mechanical Properties of Mibuna (Brassica rapa var. Nipposinica) and Mizuna (Brassica rapa var. Japonica). PeerJ PrePrints, 4, e1698v1. https://doi.org/10.7287/peerj.preprints.1698v1