DOI QR코드

DOI QR Code

Controlling Photo-Environment of Ginseng Cultivation Using Agricultural Weather Sensor Data

농업기상 센서 데이터를 활용한 인삼재배 광환경 조절 연구

  • 박정환 ((주) 에이비씨랩스) ;
  • 송수빈 ((주) 에이비씨랩스) ;
  • 서상영 (전라북도농업기술원 농업환경과 농업생태실) ;
  • 전숙례 ((주) 에이비씨랩스)
  • Received : 2022.05.22
  • Accepted : 2022.05.31
  • Published : 2022.05.31

Abstract

Photosynthetically active radiation flux density (PPFD) and daily light integral (DLI) values related to plant photosynthesis were obtained using the sunlight time and insolation data points in the agricultural weather sensor data for Jinan-gun, Jeollabuk-do, Korea from 2016 to 2020. The objective was to optimize the photo-environmental conditions for cultivating ginseng. The range of average monthly sunshine duration was 395.5-664.1 min, with the longest duration observed in June. The range of average annual accumulated daily insolation was 11.98-17.65 MJ·m-2. The range of average daily external DLI calculated from the insolation and solar time data was 22.3-36.1 mol·m-2·d-1, and the annual cumulative DLI was 8,156-13,175 mol·m-2·d-1. Both the insolation and DLI values were the highest in 2016 and lowest in 2020. Based on the PPFD required for ginseng growth (111-185 µmol·m-2·s-1), the monthly average daily DLI and monthly cumulative DLI were 3.51-5.87 and 82-228 mol·m-2·d-1, respectively. The range of five-year average value for the external monthly cumulative DLI was 298-1,459 mol·m-2·d-1, and the monthly cumulative DLI values when a black double shading film and blue-white shading film were applied were 101-496 and 36-175 mol·m-2·d-1, respectively. A comparative analysis of DLI values indicated that shading was required to ginseng growth throughout the year under natural light. When the black double shading film was used, shading was required from March to October. When the blue-white shading film was applied from April to August, (i.e., the period with active ginseng growth) the appropriate DLI for ginseng growth could be continuously maintained. Regional weather differences due to climate change are gradually increasing, and even in one region, monthly and cumulative DLI values are different every year. Therefore, in order to implement a precise agricultural environment for ginseng cultivation, precise analysis and continuous research using agricultural weather sensor big data is required.

Keywords

Acknowledgement

본 논문은 2021년 고경력연구인력지원사업 (중소벤처 기업부, (사)한국산업기술진흥협회), 2020~2022년 구매 조건부신제품개발사업 (중소벤처기업부, 중소기업기술정보 진흥원) 의 지원을 받아 수행한 연구입니다.

References

  1. National Institute of Agricultural Sciences, Development of smart farm integrated control technology for each type and an empirical study on diffusion models, Rural Development Administration, Jeonju, Korea, 2019.
  2. Y. S. Sin, "Utilization of agricultural weather information based on big data", New Distribution Res., Vol. 7, pp. 18-16, 2017.
  3. S. J. Yu, K. K. In, K. T. Kim, B. H. Min, and H. K. Jung, "Agricultural products management system for GAP certification of ginseng", J. Korean Institute of Inf. Commun. Eng., pp. 935-938, 2006.
  4. Dankook Univercity, Development of a model for optimal growth management of crops in protected horticulture, Rural Development Administration, Jeonju, Korea, 2017.
  5. National Institute of Horticultural and Herbal Science, Research on the establishment of high quality vegetables production techniques for the industrialization of plant factories and their on-spot demonstration abroad, Rural Development Administration, Jeonju, Korea, 2014.
  6. S. I. Hwang, J. M. Joo, and S. Y. Joo, "ICT-based smart farm factory systems through the case of hydroponic ginseng plant factory", J. Korean Institute of Commun. Inf. Sci., Vol. 40, No. 4, pp. 780-790, 2015.
  7. C. Yoon, S. Choi, K. N. An, J. H. Ryu, H. Jeong, and J. Cho, "Preliminary experiment of the change of insolation under solar panel mimic shading net", Korean J. Agric. For. Meteorol., Vol. 21, No. 4, pp. 358-365, 2019. https://doi.org/10.5532/KJAFM.2019.21.4.358
  8. S. I. Lee, J. Y. Choi, S. J. Sung, S. J. Lee, J. lee, W. Choi, "Simulation and analysis of solar radiation change resulted from solar-sharing for agricultural solar photovoltaic system", J. Korean Soc. Agric. Eng., Vol. 62, No. 5, pp.63-72, 2020. https://doi.org/10.5389/KSAE.2020.62.5.063
  9. Y. Choi, C. Yoon, H. Kim, H. Moon, K. N. An, and J. Cho, "Meteorological data measured under agrivoltaic systems in Boseong-gun during winter barley season", Korean J. Agric. For. Meteorol., Vol. 22, No. 3, pp. 144-151, 2020. https://doi.org/10.5532/KJAFM.2020.22.3.144
  10. Y. J. Jeong, S. I. Lee, J. H. Lee, B. H. Seo, D. S. Kim, J. Min, and C. Won, "Simulation of solar irradiance distribution under agrivoltaic facilities", J. Korean Soc. Agric. Eng., Vol. 64, No. 2, pp. 1-13, 2022.
  11. J. S. Lee, S. H. Lee, and C. S. Park, "Determining optimal light transmittance between ginseng leaf temperature and microclimate factors", Korean J. Medical Crop Sci. Vol. 29, No. 4, pp. 293-301, 2021. https://doi.org/10.7783/KJMCS.2021.29.4.293
  12. National Institute of Horticultural & Herbal Science, Development of seedling production management system for ginseng export foundation furtherance, Rural Development Administration, Jeonju, Korea, 2021.
  13. Y. N. An, "Microclimate, production and quality of ginseng (Panax ginseng C.A. Meyer) under different shade structure", Doctoral dissertation, Yeungnam University, Gyeongsan, Gyeongsangbuk-do, 2004.
  14. B. J. Seong, K. S. Lee, S. H. Han, S. I. Kim, G. O. Kim, S. S. Lee, J. Y. Won, J. D. So, and J. W. Cho, "Comparison of growth characteristics and quality of Korean ginseng (Panax ginseng C.A. Meyer) by different shade materials", Korean J. Crop Sci. Vol. 59, No. 4, pp. 505-510, 2014. https://doi.org/10.7740/KJCS.2014.59.4.505
  15. S. K. Cheon, T. S. Lee, J. H. Yoon, S. S. Lee and S. K. Mok, "Effect of light transmittance control on the root yield and quality during growing season of Panax ginseng", J. Ginseng Res. Vol. 28, No. 4, pp. 196-200, 2004. https://doi.org/10.5142/JGR.2004.28.4.196
  16. Y. S. Lee, "Variation of growth and ginsenoside contents of Panax ginseng C. A. Meyer by hydroponics in different root zone temperature and light quantity", M. S. thesis, Korea National Open University, Seoul, 2014.
  17. H. S. Mo, I. B. Jang, J. Yu, H. W. Park, and K. C. Park, "Effects of enhanced light transmission rate during the early growth stage on plant growth, photosynthetic ability and disease incidence of above ground in Panax ginseng", Korean J. Medicinal Crop Sci. Vol. 23, No. 4, pp. 284-291, 2015. https://doi.org/10.7783/KJMCS.2015.23.4.284
  18. National Institute of Horticultural & Herbal Science, Field application of 2019 research results on horticulture and herbal crops, Rural Development Administration, Jeonju, Korea, 2020.
  19. https://www.data.go.kr/data/15078057/openapi.do?Re commendDataYn=Y (retrieved on Jul. 8, 2021).
  20. https://datastudio.google.com/reporting/f4fdaffa-db9b429d-b2bd-e08e5f587768 (retrieved on May 10, 2022).
  21. Y. S. Chung, "Hydroponic culture media for ginseng and preparation method thereof", Korea Patent KR101433209B1, 18 Aug., 2014.
  22. J. S. Jo, J. Y. Won and S. K. Mok, "Studies on the photosynthesis of Korean ginseng. III. Effects of the light transparent rate of shading on the photosynthesis ability of Korean ginseng Plant (Panax ginseng C. A. Meyer)", Korean J. Crop Sci. Vol. 31, No. 4, pp. 408-415, 1986.