Automation of pesticide-free cilantro aeroponic crops

Introduction−Aeroponics allows the possibility to grow plants in places where conventional open-field agriculture is difficult. The use of technology improves the efficiency of the process although some energy control and irrigation system solutions must be improved.Objective−Implement an autonomous...

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Autores:
Hoyos, Fredy E.
Candelo Becerra, John Edwin
chavarria, hector
Tipo de recurso:
Article of journal
Fecha de publicación:
2019
Institución:
Corporación Universidad de la Costa
Repositorio:
REDICUC - Repositorio CUC
Idioma:
eng
OAI Identifier:
oai:repositorio.cuc.edu.co:11323/5617
Acceso en línea:
https://hdl.handle.net/11323/5617
https://doi.org/10.17981/ingecuc.15.1.2019.01
https://repositorio.cuc.edu.co/
Palabra clave:
Pesticide-free food
Aeroponics
Autonomous irrigation system
Clean production
Autonomous electric power supply
Sistemas de irrigación autónoma
Alimentos libres de pesticidas
Aeroponía
Producción limpia
Fuente de potencia eléctrica autónoma
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openAccess
License
CC0 1.0 Universal
id RCUC2_877d712838a0eab03533d2f1dbd05ea0
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network_acronym_str RCUC2
network_name_str REDICUC - Repositorio CUC
repository_id_str
dc.title.spa.fl_str_mv Automation of pesticide-free cilantro aeroponic crops
dc.title.translated.spa.fl_str_mv Automatización de cultivos aeropónicos de cilantro libres de pesticidas
title Automation of pesticide-free cilantro aeroponic crops
spellingShingle Automation of pesticide-free cilantro aeroponic crops
Pesticide-free food
Aeroponics
Autonomous irrigation system
Clean production
Autonomous electric power supply
Sistemas de irrigación autónoma
Alimentos libres de pesticidas
Aeroponía
Producción limpia
Fuente de potencia eléctrica autónoma
title_short Automation of pesticide-free cilantro aeroponic crops
title_full Automation of pesticide-free cilantro aeroponic crops
title_fullStr Automation of pesticide-free cilantro aeroponic crops
title_full_unstemmed Automation of pesticide-free cilantro aeroponic crops
title_sort Automation of pesticide-free cilantro aeroponic crops
dc.creator.fl_str_mv Hoyos, Fredy E.
Candelo Becerra, John Edwin
chavarria, hector
dc.contributor.author.spa.fl_str_mv Hoyos, Fredy E.
Candelo Becerra, John Edwin
chavarria, hector
dc.subject.proposal.eng.fl_str_mv Pesticide-free food
Aeroponics
Autonomous irrigation system
Clean production
Autonomous electric power supply
Sistemas de irrigación autónoma
topic Pesticide-free food
Aeroponics
Autonomous irrigation system
Clean production
Autonomous electric power supply
Sistemas de irrigación autónoma
Alimentos libres de pesticidas
Aeroponía
Producción limpia
Fuente de potencia eléctrica autónoma
dc.subject.proposal.spa.fl_str_mv Alimentos libres de pesticidas
Aeroponía
Producción limpia
Fuente de potencia eléctrica autónoma
description Introduction−Aeroponics allows the possibility to grow plants in places where conventional open-field agriculture is difficult. The use of technology improves the efficiency of the process although some energy control and irrigation system solutions must be improved.Objective−Implement an autonomous power supply and an irrigation control system for pesticide-free food pro-duction.Methodology−The autonomous system was designed using MATLAB-Simulink-MPLAB tool to perform the control model and to be applied to the crop. A dsPIC was programmed for the irrigation cycle control algorithms using MATLAB-Simulink blocks.Results−The results show that the irrigation cycle and power supply of the aeroponic system help maintain uni-formity of plant growth during the tests period, which allows a better development of the aeroponic crop.Conclusions−Cultivation by aeroponics reduces the use of pesticides, growing space, water consumption, and nu-trients consumption. Automation in irrigation and power supply systems allows good growth in coriander, which can be evidenced by increases in the weight and volume of the test plants.
publishDate 2019
dc.date.accessioned.none.fl_str_mv 2019-11-13T14:23:53Z
dc.date.available.none.fl_str_mv 2019-11-13T14:23:53Z
dc.date.issued.none.fl_str_mv 2019-05-05
dc.type.spa.fl_str_mv Artículo de revista
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dc.identifier.citation.spa.fl_str_mv Fredy E. Hoyos, John; .E. Candelo-Becerra; Hector. J. Chavarria, “Automation of pesticide-free cilantro aeroponic crops,” INGE CUC, vol. 15, no. 1, pp. 123-132, 2019. DOI: http://doi.org/10.17981/ingecuc.15.1.2019.11
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dc.identifier.instname.spa.fl_str_mv Corporación Universidad de la Costa
dc.identifier.pissn.spa.fl_str_mv 0122-6517
dc.identifier.reponame.spa.fl_str_mv REDICUC - Repositorio CUC
dc.identifier.repourl.spa.fl_str_mv https://repositorio.cuc.edu.co/
identifier_str_mv Fredy E. Hoyos, John; .E. Candelo-Becerra; Hector. J. Chavarria, “Automation of pesticide-free cilantro aeroponic crops,” INGE CUC, vol. 15, no. 1, pp. 123-132, 2019. DOI: http://doi.org/10.17981/ingecuc.15.1.2019.11
10.17981/ingecuc.15.1.2019.01
2382-4700
Corporación Universidad de la Costa
0122-6517
REDICUC - Repositorio CUC
url https://hdl.handle.net/11323/5617
https://doi.org/10.17981/ingecuc.15.1.2019.01
https://repositorio.cuc.edu.co/
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dc.relation.ispartofseries.spa.fl_str_mv INGE CUC; Vol. 15, Núm. 1 (2019)
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INGE CUC
dc.relation.references.spa.fl_str_mv CEPAL, “Perspectivas del Comercio Internacional de América Latina y el Caribe 2018: las tensions comerciales exigen una mayor integración regional,” in Perspectivas económicas de América Latina 2018, Repensando las instituciones para el desarrollo, París, France: OECD Publishing, 2018, doi: https://doi.org/10.1787/leo-2018-graph58-es
K. K. R. Lakkireddy, K. Kasturi and K. R. S. Sambasiva Rao, “Role of Hydroponics and Aeroponics in Soilless Culture in Commercial Food Production,” Res. Rev. J. Agric. Sci. Technol., vol. 1, no. 3, pp. 26–35, Apr. 2012. Available: http://sciencejournals.stmjournals.in/index.php/RRJoAST/article/view/800
I. Y. R. Odegard and E. van der Voet, “The future of food–Scenarios and the effect on natural resource use in agriculture in 2050,” Ecol. Econ., vol. 97, pp. 51–59, Jan. 2014, doi: https://doi.org/10.1016/j.ecolecon.2013.10.005
J. J. Cabello, A. Sagastume, E. López-Bastida, C. Vandecasteele, and L. Hens, “Water Footprint from Growing Potato Crops in Cuba,” Tecnol. y Ciencias del Agua, vol. 7, no. 1, pp. 107–116, Jan. 2016. Available: http://www.revistatyca.org.mx/ojs/index.php/tyca/article/view/1154/1058
M. A. García Samper, J. G. Guiliany, and J. C. Eras, “Eficiencia en el uso de los recursos y producción más limpia (RECP) para la competitividad del sector hotelero,” Rev. Gestão Soc. e Ambient., vol. 11, no. 2, p. 18, Aug. 2017, doi: https://doi.org/10.24857/rgsa.v11i2.1252
P. A. Ochoa George, J. J. C. Eras, A. S. Gutierrez, L. Hens, and C. Vandecasteele, “Residue from Sugarcane Juice Filtration (Filter Cake): Energy Use at the Sugar Factory,” Waste and Biomass Valorization, vol. 1, no. 4, pp. 407–413, Dec. 2010, doi: https://doi.org/10.1007/s12649-010-9046-2
W. T. Runia, “A review of possibilities for disinfection of recirculation water from soilless culture,” in Acta Hortic., vol. 382, IV International Symposium on Soil and Substrate Infestation and Disinfestation, (Leuven, Belgium), 1995, pp. 221–229, doi: https://doi.org/10.17660/actahortic.1995.382.25
E. Ojeda Camargo, J. E. Candelo Becerra and J. I. Silva-Ortega, “Solar and wind energy potential characterization to integrate sustainable projects in native communities in La Guajira Colombia,” Espacios, vol. 38, no. 37, Aug. 2017.
A. Vides-Prado, E. Ojeda, C. Vides-Prado, I. Herrera, F. Chenlo and A. Barrios, “Techno-economic feasibility analysis of photovoltaic systems in remote areas for indigenous communities in the Colombian Guajira,” Renew. Sustain. Energy Rev., vol. 82, no. 3, pp. 4245–4255. Feb. 2018, doi: https://doi.org/10.1016/j.rser.2017.05.101
E. Molina, J. E. Candelo-Becerra and E. Ojeda-Camargo,“Understanding Electricity Saving Behavior of Rural Indigenous Communities in La Guajira Department, Colombia,” J. Eng. Sci. Technol. Rev., vol. 11, no. 6, pp. 47–53, Dec. 2018, doi: https://doi.org/10.25103/jestr.116.07
A. Hoehn, “Root Wetting Experiments aboard NASA’s KC-135 Microgravity Simulator,” BioServe Sp. Technol., 1998.
W. A. Carter, “A method of growing plants in water vapor to facilitate examination of roots,” Phytopathology, vol. 732, pp. 623–625, 1942.
R. Bisgrove, “Urban horticulture: future scenarios,” Acta Hortic., no. 881, II International Conference on Landscape and Urban Horticulture, (Bologna, Italy), 2010, pp. 33–46, doi: https://doi.org/10.17660/actahortic.2010.881.1
Mei-Yu Wu, Ya-Hui Lin and Chih-Kun Ke, “Monitoring management platform for Plant Factory,” in The 16th North-East Asia Symp. Nano, Information Technology and Reliability, (Macao, China), 2011, pp. 49–52, doi: https://doi.org/10.1109/nasnit.2011.6111120
M. Sugano, “Elemental technologies for realizing a fullycontrolled artificial light-type plant factory,” in 2015 12th Int. Conf. & Expo on Emerging Technologies for a Smarter World (CEWIT), (Melville, NY, USA), 2015, pp. 1–5, doi: https://doi.org/10.1109/cewit.2015.7338169
T. Liu, A. Janku and D. Pietz, Landscape Change and Resource Utilization in East Asia: Perspectives from Environmental History. Academia Sinica on East Asia and Academia Sinica Taiwan, London, UK: Routledge, 2018, doi: https://doi.org/10.4324/9781351182928
NASA Spinoff, “Progressive Plant Growing Has Business Blooming,” Environmental and Agricultural Resources, 2006.
M. Björkman, I. Klingen, A. Birch, A. Bones, T. Bruce, T. Johansen, R. Meadow, J. Mølmann, R. Seljåsen, L. Smart and D. Stewart, “Phytochemicals of Brassicaceae in plant protection and human health--influences of climate, environment and agronomic practice.,” Phytochemistry, vol. 72, no. 7, pp. 538–56, May. 2011, doi: https://doi.org/10.1016/j.phytochem.2011.01.014
M. Dekker and R. Verkerk, “Dealing with variability in food production chains: A tool to enhance the sensitivity of epidemiological studies on phytochemicals,” Eur. J. Nutr., vol. 42, no. 1, pp. 67–72, Feb. 2003, doi: https://doi.org/10.1007/s00394-003-0412-8
J. D. Hayes, M. O. Kelleher and I. M. Eggleston, “The cancer chemopreventive actions of phytochemicals derived from glucosinolates,” Eur. J. Nutr., vol. 47, no. Suppl. 2, pp. 73–88, May. 2008, doi: https://doi.org/10.1007/s00394-008-2009-8
S. Kumar, T. Jawaid and S. Dubey, “Therapeutic Plants of Ayurveda; A Review on Anticancer,” Pharmacogn. J., vol. 3, no. 23, pp. 01-11, Jul. 2011, doi: https://doi.org/10.5530/pj.2011.23.1
M. Villatoro-Pulido et al., “In vivo biological activity of rocket extracts (Eruca vesicaria subsp. sativa (Miller) Thell) and sulforaphane.,” Food Chem. Toxicol., vol. 50, no. 5, pp. 1384–92, May. 2012, doi: https://doi.org/10.1016/j.fct.2012.02.017
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spelling Hoyos, Fredy E.Candelo Becerra, John Edwinchavarria, hector2019-11-13T14:23:53Z2019-11-13T14:23:53Z2019-05-05Fredy E. Hoyos, John; .E. Candelo-Becerra; Hector. J. Chavarria, “Automation of pesticide-free cilantro aeroponic crops,” INGE CUC, vol. 15, no. 1, pp. 123-132, 2019. DOI: http://doi.org/10.17981/ingecuc.15.1.2019.11https://hdl.handle.net/11323/5617https://doi.org/10.17981/ingecuc.15.1.2019.0110.17981/ingecuc.15.1.2019.012382-4700Corporación Universidad de la Costa0122-6517REDICUC - Repositorio CUChttps://repositorio.cuc.edu.co/Introduction−Aeroponics allows the possibility to grow plants in places where conventional open-field agriculture is difficult. The use of technology improves the efficiency of the process although some energy control and irrigation system solutions must be improved.Objective−Implement an autonomous power supply and an irrigation control system for pesticide-free food pro-duction.Methodology−The autonomous system was designed using MATLAB-Simulink-MPLAB tool to perform the control model and to be applied to the crop. A dsPIC was programmed for the irrigation cycle control algorithms using MATLAB-Simulink blocks.Results−The results show that the irrigation cycle and power supply of the aeroponic system help maintain uni-formity of plant growth during the tests period, which allows a better development of the aeroponic crop.Conclusions−Cultivation by aeroponics reduces the use of pesticides, growing space, water consumption, and nu-trients consumption. Automation in irrigation and power supply systems allows good growth in coriander, which can be evidenced by increases in the weight and volume of the test plants.Introducción−La aeroponía permite la posibilidad de cultivar plantas, en lugares donde la agricultura conven-cional de campo abierto es difícil. El uso de la tecnología permite mejorar la eficiencia de los procesos, aunque se requiere incorporar algunas mejoras y soluciones en los sistemas de suministro energético y control del riego.Objetivo−Implementar una fuente autónoma de sumin-istro energético y un sistema de control del riego para la producción de alimentos libres de pesticidas.Metodología−El sistema autónomo se diseñó utilizando la herramienta Matlab-Simulink-MPLAB, para desarr-ollar el modelo de control y aplicarlo al cultivo. Además, se programó un dsPIC para los algoritmos de control del ciclo de riego utilizando bloques Matlab-Simulink. Resultados−Los resultados muestran que el ciclo de riego y el suministro de energía, ayudan a mantener plantas uniformes en el cultivo durante el periodo de las pruebas, lo que permite a su vez incorporar mejoras en el desarrollo de los cultivos aeropónicos.Conclusiones−Cultivar de manera aeropónica reduce el uso de pesticidas, espacio, agua y nutrientes. La automa-tización en los sistemas de irrigación y de suministro de potencia, permite lograr un buen crecimiento en el cilan-tro, lo cual se puede evidenciar mediante el incremento en los niveles de peso y volumen, registrados en las medi-ciones de las plantas de prueba.Hoyos, Fredy E.-0000-0001-8766-5192-600Candelo Becerra, John Edwin-0000-0002-9784-9494-600chavarria, hector-0000-0002-6771-8055-60010 páginasapplication/pdfengCorporación Universidad de la CostaINGE CUC; Vol. 15, Núm. 1 (2019)INGE CUCINGE CUCCEPAL, “Perspectivas del Comercio Internacional de América Latina y el Caribe 2018: las tensions comerciales exigen una mayor integración regional,” in Perspectivas económicas de América Latina 2018, Repensando las instituciones para el desarrollo, París, France: OECD Publishing, 2018, doi: https://doi.org/10.1787/leo-2018-graph58-esK. K. R. Lakkireddy, K. Kasturi and K. R. S. Sambasiva Rao, “Role of Hydroponics and Aeroponics in Soilless Culture in Commercial Food Production,” Res. Rev. J. Agric. Sci. Technol., vol. 1, no. 3, pp. 26–35, Apr. 2012. Available: http://sciencejournals.stmjournals.in/index.php/RRJoAST/article/view/800I. Y. R. Odegard and E. van der Voet, “The future of food–Scenarios and the effect on natural resource use in agriculture in 2050,” Ecol. Econ., vol. 97, pp. 51–59, Jan. 2014, doi: https://doi.org/10.1016/j.ecolecon.2013.10.005J. J. Cabello, A. Sagastume, E. López-Bastida, C. Vandecasteele, and L. Hens, “Water Footprint from Growing Potato Crops in Cuba,” Tecnol. y Ciencias del Agua, vol. 7, no. 1, pp. 107–116, Jan. 2016. Available: http://www.revistatyca.org.mx/ojs/index.php/tyca/article/view/1154/1058M. A. García Samper, J. G. Guiliany, and J. C. Eras, “Eficiencia en el uso de los recursos y producción más limpia (RECP) para la competitividad del sector hotelero,” Rev. Gestão Soc. e Ambient., vol. 11, no. 2, p. 18, Aug. 2017, doi: https://doi.org/10.24857/rgsa.v11i2.1252P. A. Ochoa George, J. J. C. Eras, A. S. Gutierrez, L. Hens, and C. Vandecasteele, “Residue from Sugarcane Juice Filtration (Filter Cake): Energy Use at the Sugar Factory,” Waste and Biomass Valorization, vol. 1, no. 4, pp. 407–413, Dec. 2010, doi: https://doi.org/10.1007/s12649-010-9046-2W. T. Runia, “A review of possibilities for disinfection of recirculation water from soilless culture,” in Acta Hortic., vol. 382, IV International Symposium on Soil and Substrate Infestation and Disinfestation, (Leuven, Belgium), 1995, pp. 221–229, doi: https://doi.org/10.17660/actahortic.1995.382.25E. Ojeda Camargo, J. E. Candelo Becerra and J. I. Silva-Ortega, “Solar and wind energy potential characterization to integrate sustainable projects in native communities in La Guajira Colombia,” Espacios, vol. 38, no. 37, Aug. 2017.A. Vides-Prado, E. Ojeda, C. Vides-Prado, I. Herrera, F. Chenlo and A. Barrios, “Techno-economic feasibility analysis of photovoltaic systems in remote areas for indigenous communities in the Colombian Guajira,” Renew. Sustain. Energy Rev., vol. 82, no. 3, pp. 4245–4255. Feb. 2018, doi: https://doi.org/10.1016/j.rser.2017.05.101E. Molina, J. E. Candelo-Becerra and E. Ojeda-Camargo,“Understanding Electricity Saving Behavior of Rural Indigenous Communities in La Guajira Department, Colombia,” J. Eng. Sci. Technol. Rev., vol. 11, no. 6, pp. 47–53, Dec. 2018, doi: https://doi.org/10.25103/jestr.116.07A. Hoehn, “Root Wetting Experiments aboard NASA’s KC-135 Microgravity Simulator,” BioServe Sp. Technol., 1998.W. A. Carter, “A method of growing plants in water vapor to facilitate examination of roots,” Phytopathology, vol. 732, pp. 623–625, 1942.R. Bisgrove, “Urban horticulture: future scenarios,” Acta Hortic., no. 881, II International Conference on Landscape and Urban Horticulture, (Bologna, Italy), 2010, pp. 33–46, doi: https://doi.org/10.17660/actahortic.2010.881.1Mei-Yu Wu, Ya-Hui Lin and Chih-Kun Ke, “Monitoring management platform for Plant Factory,” in The 16th North-East Asia Symp. Nano, Information Technology and Reliability, (Macao, China), 2011, pp. 49–52, doi: https://doi.org/10.1109/nasnit.2011.6111120M. Sugano, “Elemental technologies for realizing a fullycontrolled artificial light-type plant factory,” in 2015 12th Int. Conf. & Expo on Emerging Technologies for a Smarter World (CEWIT), (Melville, NY, USA), 2015, pp. 1–5, doi: https://doi.org/10.1109/cewit.2015.7338169T. Liu, A. Janku and D. Pietz, Landscape Change and Resource Utilization in East Asia: Perspectives from Environmental History. Academia Sinica on East Asia and Academia Sinica Taiwan, London, UK: Routledge, 2018, doi: https://doi.org/10.4324/9781351182928NASA Spinoff, “Progressive Plant Growing Has Business Blooming,” Environmental and Agricultural Resources, 2006.M. Björkman, I. Klingen, A. Birch, A. Bones, T. Bruce, T. Johansen, R. Meadow, J. Mølmann, R. Seljåsen, L. Smart and D. Stewart, “Phytochemicals of Brassicaceae in plant protection and human health--influences of climate, environment and agronomic practice.,” Phytochemistry, vol. 72, no. 7, pp. 538–56, May. 2011, doi: https://doi.org/10.1016/j.phytochem.2011.01.014M. Dekker and R. Verkerk, “Dealing with variability in food production chains: A tool to enhance the sensitivity of epidemiological studies on phytochemicals,” Eur. J. Nutr., vol. 42, no. 1, pp. 67–72, Feb. 2003, doi: https://doi.org/10.1007/s00394-003-0412-8J. D. Hayes, M. O. Kelleher and I. M. Eggleston, “The cancer chemopreventive actions of phytochemicals derived from glucosinolates,” Eur. J. Nutr., vol. 47, no. Suppl. 2, pp. 73–88, May. 2008, doi: https://doi.org/10.1007/s00394-008-2009-8S. Kumar, T. Jawaid and S. Dubey, “Therapeutic Plants of Ayurveda; A Review on Anticancer,” Pharmacogn. J., vol. 3, no. 23, pp. 01-11, Jul. 2011, doi: https://doi.org/10.5530/pj.2011.23.1M. Villatoro-Pulido et al., “In vivo biological activity of rocket extracts (Eruca vesicaria subsp. sativa (Miller) Thell) and sulforaphane.,” Food Chem. Toxicol., vol. 50, no. 5, pp. 1384–92, May. 2012, doi: https://doi.org/10.1016/j.fct.2012.02.017132123115INGE CUCCC0 1.0 Universalhttp://creativecommons.org/publicdomain/zero/1.0/info:eu-repo/semantics/openAccesshttp://purl.org/coar/access_right/c_abf2INGE CUChttps://revistascientificas.cuc.edu.co/ingecuc/article/view/1949Automation of pesticide-free cilantro aeroponic cropsAutomatización de cultivos aeropónicos de cilantro libres de pesticidasArtículo de revistahttp://purl.org/coar/resource_type/c_6501http://purl.org/coar/resource_type/c_2df8fbb1Textinfo:eu-repo/semantics/articlehttp://purl.org/redcol/resource_type/ARTinfo:eu-repo/semantics/acceptedVersionPesticide-free foodAeroponicsAutonomous irrigation systemClean productionAutonomous electric power supplySistemas de irrigación autónomaAlimentos libres de pesticidasAeroponíaProducción limpiaFuente de potencia eléctrica autónomaPublicationORIGINALAutomatización de cultivos aeropónicos de cilantro libres de pesticidas.pdfAutomatización de cultivos aeropónicos de cilantro libres de pesticidas.pdfapplication/pdf1272420https://repositorio.cuc.edu.co/bitstreams/b4a841ea-08b5-4986-a8a4-c76d5b899305/download7b4adf8a711bc577d2921f19f99ade5eMD51CC-LICENSElicense_rdflicense_rdfapplication/rdf+xml; charset=utf-8701https://repositorio.cuc.edu.co/bitstreams/9ee06048-89a5-43ac-b76e-6795775aafae/download42fd4ad1e89814f5e4a476b409eb708cMD52LICENSElicense.txtlicense.txttext/plain; charset=utf-81748https://repositorio.cuc.edu.co/bitstreams/6b7e9511-3190-43f3-9b39-e22285458f38/download8a4605be74aa9ea9d79846c1fba20a33MD53THUMBNAILAutomatización de cultivos aeropónicos de cilantro libres de pesticidas.pdf.jpgAutomatización de cultivos aeropónicos de cilantro libres de pesticidas.pdf.jpgimage/jpeg53215https://repositorio.cuc.edu.co/bitstreams/a20ca6ae-a7db-4d3b-9321-3a00dcf780d1/download439213ddac0b22e1177bc77b2822e58aMD55TEXTAutomatización de cultivos aeropónicos de cilantro libres de pesticidas.pdf.txtAutomatización de cultivos aeropónicos de cilantro libres de pesticidas.pdf.txttext/plain29399https://repositorio.cuc.edu.co/bitstreams/099f3978-413b-4752-bd02-1b03ecef53c6/downloadbda6166ccd76e8e2990cd67ab9309bc3MD5611323/5617oai:repositorio.cuc.edu.co:11323/56172024-09-17 14:05:52.187http://creativecommons.org/publicdomain/zero/1.0/CC0 1.0 Universalopen.accesshttps://repositorio.cuc.edu.coRepositorio de la Universidad de la Costa CUCrepdigital@cuc.edu.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