• Title/Summary/Keyword: 수확환경

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Development of crop harvest prediction system architecture using IoT Sensing (IoT Sensing을 이용한 농작물 수확 시기 예측 시스템 아키텍처 개발)

  • Oh, Jung Won;Kim, Hangkon
    • Asia-pacific Journal of Multimedia Services Convergent with Art, Humanities, and Sociology
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    • v.7 no.6
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    • pp.719-729
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    • 2017
  • Recently, the field of agriculture has been gaining a new leap with the integration of ICT technology in agriculture. In particular, smart farms, which incorporate the Internet of Things (IoT) technology in agriculture, are in the spotlight. Smart farm technology collects and analyzes information such as temperature and humidity of the environment where crops are cultivated in real time using sensors to automatically control the devices necessary for harvesting crops in the control device, Environment. Although smart farm technology is paying attention as if it can solve everything, most of the research focuses only on increasing crop yields. This paper focuses on the development of a system architecture that can harvest high quality crops at the optimum stage rather than increase crop yields. In this paper, we have developed an architecture using apple trees as a sample and used the color information and weight information to predict the harvest time of apple trees. The simple board that collects color information and weight information and transmits it to the server side uses Arduino and adopts model-driven development (MDD) as development methodology. We have developed an architecture to provide services to PC users in the form of Web and to provide Smart Phone users with services in the form of hybrid apps. We also developed an architecture that uses beacon technology to provide orchestration information to users in real time.

Effect of Ethephon Treatment on Vitamin and Mineral Contents of Fresh Tomatoes (Ethephon처리가 토마토의 비타민 및 무기질함량에 미치는 영향)

  • Lee, Young-Chun
    • Korean Journal of Food Science and Technology
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    • v.15 no.4
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    • pp.409-413
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    • 1983
  • Vitamin and mineral composition of ethephon treated tomatoes were studied, and the results are summarized as follow: 1. Ascorbic acid, carotene (total and beta-carotene), thiamin and riboflavin contents in tomato fruits were not adversely affected by ethephon treatment 1 week before harvest, and these results were consistent for two consecutive years. Riboflavin content of tomatoes in 1979 was significantly higher than that in 1978, and this difference could be due to enviornmental factors. 2. Mineral content in tomato fruits were not significantly affected by ethephon treatment 1 week before harvest. Calcium and manganese contents in treated tomatoes significantly varied from year to year.

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Evaluation of Yield and Quality from Red Pepper for Application Rates of Pig Slurry Composting Biofiltration (고추에서 SCB액비 시용량 설정을 위한 수량 및 품질 평가)

  • Lim, Tae-Jun;Hong, Soon-Dal;Kim, Seung-Heui;Park, Jin-Myeon
    • Korean Journal of Environmental Agriculture
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    • v.27 no.2
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    • pp.171-177
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    • 2008
  • The application in agricultural fields of pig slurry composting biofiltraton amending smell and nutrient unevenness, it is important for the appropriate nitrogen nutrient management to promote the availability of the crops and to minimize the risk of adversely environmental effects. The objective of this study was to determine the application rates of the preplant pig slurry composting biofiltration for red pepper(Capsicum annuum L.) by considering the yield response and the fruit quality such as sugar, capsaicinoid content. Red peppers were grown on plastic film ground under five different pig slurry(PS) application rates and mineral fertilizer(MF 100%) as a control. The effects of a single application of five different doses of PS: PS 0%(no kg N $ha^{-1}$), PS 50%(51.5 kg N $ha^{-1}$), PS 75%(77.3 kg N $ha^{-1}$), PS 100%(103 kg N $ha^{-1}$) and PS 125%(129 kg N $ha^{-1}$) were compared with the recommended mineral treatment(103 kg N $ha^{-1}$) in the pre-planting. The sidedressing N application(87 kg N $ha^{-1}$) was applied to the mineral fertilizer in all treatments. Red peppers were harvested at the mature red stage through five times from 72 days after transplanting(DAT) to 133 DAT. The results indicated that the yield of red pepper was increased with the increase of the N application rates from PS 0% to PS 100%. The highest yield was obtained in PS 100% by 20,843 kg $ha^{-1}$, although there were no significant differences in yield among PS 100, PS 125% and MF 100%. In addition, The contents of soluble sugar and capsaicinoids were not significantly different in all treatments. Accordingly, fertilization recommendations of red pepper to substitute PS for the mineral fertilizer were considered to PS 100%.

Development of Potassium Concentration of Nutrient and Supply Method for Low Potassium Lettuce Production in a Closed-type Plant Factory System (완전제어형 식물공장에서 저칼륨 상추 생산을 위한 적정 칼륨 농도 조성 및 처리시기 개발)

  • Choi, Young Bae;Shin, Jong Hwa
    • Journal of Bio-Environment Control
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    • v.27 no.1
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    • pp.40-45
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    • 2018
  • Potassium in vegetables is known to have an adverse impact on a patient with chronic kidney desease. However, since vegetables also contain many other nutrient, consumption of vegetables by these patients is inevitable. The objective of this study was conducted to develop a fresh lettuce which contains low level of potassium for nephropathy in a closed-type plant factory system. Lettuce of "Charles" was used for experiment. The plants were cultivated in hydroponic system with a 16-h photoperiod at $15-21^{\circ}C$, 65% RH, $200{\mu}mol{\cdot}m^{-2}{\cdot}s^{-1}$(LED W:R, 9:1) and $600-650mg{\cdot}L^{-1}$ $CO_2$ during 28 days. Nutrient solution which contains 1%, 5% and 10% potassium compared to conventional composition were supplied at 1 week and 2 weeks before harvest. The content of potassium and macro elements in leafy vegetables were analyzed by ICP emission spectroscopy after harvest. The potassium content in leaf of the 2 weeks before harvest treatment was significantly lower at than control. There were no significant differences between control and treatments in fresh weight and number of leaves. But there were differences among treatments. Considering the vegetable amounts consumed by nephropathy patients, the supply of nutrient which contain 1% and 5% potassium at 2 weeks before harvest was suitable for low potassium lettuce production. This study indicated that low potassium lettuce could be produced by developed nutrient composition and supply method.

Effect of Weather Conditions on Fruit Characteristics and Yield of 'Sangjudungsi' Persimmon Cultivar in Sangju, Gyeongsangbuk-do (경상북도 지방의 기상환경 변화에 따른 상주둥시 감나무의 과실특성 및 수확량)

  • Park, Yunmi;Kim, Mahn-Jo;Park, Sang-Byeong;Oh, Sung-Il
    • Korean Journal of Agricultural and Forest Meteorology
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    • v.17 no.4
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    • pp.340-347
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    • 2015
  • This study was conducted to analyze the relationship between climate factors and fruit characteristics of 'Sangjudungsi' persimmon (Diospyros kaki THUNB) has been mainly cultivated in Sangju of Korea. We has been surveyed the yield and fruit characteristics such as fruit weight and soluble solids of 'Sangjudungsi' persimmon from 2010 to 2015 for five years. Also, as major meteorological factor, mean air temperature, cumulative temperature and days, the data of sunshine duration, diurnal range, and rainfall were collected from Sangju Regional Meteorological Administration. As result of that, the annual variation of fruit weight was affected by sunshine duration for April and October related starting point of fruit weight increase. The content of soluble solids was affected by sunshine duration for April and October similarly with fruit weight and was negatively correlated with the number of days with precipitation in the year. These results indicate the characteristics related to fruit quality like the above were affected by the sunshine duration and precipitation which is critical factor for the intensity of radiation during rapid growth period (April and October). Fruit number and yield per tree was commonly affected by mean air temperature of April and cumulative temperature days of October. These results also indicate that temperature for period of rapid growth stage of persimmon may have an important role in the fruit number and yield per tree.

Effect of Different Greenhouse Film on Growth and Yield in Oriental Melon (Cucumis melo L. var makuwa Makino) (시설하우스 필름종류가 참외의 생육 및 수량에 미치는 영향)

  • Shin, Yong-Seub;Yeon, Il-Kweon;Do, Han-Woo;Lee, Ji-Eun;Seo, Young-Jin;Kang, Chan-Ku;Choi, Chung-Don;Chun, Hee;Choi, Young-Ha;Chung, Doo-Seok;Park, Jin-Soon
    • Journal of Bio-Environment Control
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    • v.16 no.4
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    • pp.338-343
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    • 2007
  • This experiment was conducted to improve light environment of oriental melon cultivation in winter season. Three polyolefin (J-1, J-2 and J-3), two polyethylene (K-1 and K-2) films and K-3 commonly used in farmhouses, with different film thickness, ultraviolet ray interception and infrared ray absorption ratio were used. Heat conservation of J-2 was highest, compare to K-3, J-3 and J-1. Early growth of J-1, J-2 and J-3 were faster than K-3, and Days required to harvest of K-3 were shortened about 10 days. Marketable yield of K-3 was 991kg per 10a, those of J-1, J-2, J-3, K-1 and K-2 were increased 21%, 37%, 24%, 13% and 4% compare to K-3, respectively. Especially, harvesting of J-1, J-2, J-3 and K-1 were focused on early (50%) and middle stage (40%). Polyolefin with higher heat conservation improved growth and harvesting in early and shortened days to harvesting in winter season.

A Smart Farm Environment Optimization and Yield Prediction Platform based on IoT and Deep Learning (IoT 및 딥 러닝 기반 스마트 팜 환경 최적화 및 수확량 예측 플랫폼)

  • Choi, Hokil;Ahn, Heuihak;Jeong, Yina;Lee, Byungkwan
    • The Journal of Korea Institute of Information, Electronics, and Communication Technology
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    • v.12 no.6
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    • pp.672-680
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    • 2019
  • This paper proposes "A Smart Farm Environment Optimization and Yield Prediction Platform based on IoT and Deep Learning" which gathers bio-sensor data from farms, diagnoses the diseases of growing crops, and predicts the year's harvest. The platform collects all the information currently available such as weather and soil microbes, optimizes the farm environment so that the crops can grow well, diagnoses the crop's diseases by using the leaves of the crops being grown on the farm, and predicts this year's harvest by using all the information on the farm. The result shows that the average accuracy of the AEOM is about 15% higher than that of the RF and about 8% higher than the GBD. Although data increases, the accuracy is reduced less than that of the RF or GBD. The linear regression shows that the slope of accuracy is -3.641E-4 for the ReLU, -4.0710E-4 for the Sigmoid, and -7.4534E-4 for the step function. Therefore, as the amount of test data increases, the ReLU is more accurate than the other two activation functions. This paper is a platform for managing the entire farm and, if introduced to actual farms, will greatly contribute to the development of smart farms in Korea.

Effects of Ethephon Treatments on Accelerating of Maturity of Sweet Persimmon 'Nishimurawase' Cultivar (서촌조생 단감의 숙기촉진에 관한 에세폰 효과)

  • Kim, In-Ha;Seo, Kwang-Ki;Ahn, Kwang-Hwan;Yoon, Young-Whang;Kim, Sung-Chul;Shon, Gil-Man;Ro, Chi-Woong
    • Korean Journal of Environmental Agriculture
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    • v.18 no.4
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    • pp.339-343
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    • 1999
  • This study was carried out to investigate the effects of treatments and adequate concentration of ethephon on coloring promotion of peel of sweet persimmon 'Nishimurawase' cultivar. High concentration(30 and 40㎎/l) of ethephon treatments increased the coloring of peel. but they were unfavorable to marketability due to the decrease of firmness, the increase of softening ratio, and the short of marketing critical period of fruits. Low concentration(20㎎/l) of ethephon treatment maintained higher marketability in terms of coloring of peel, firmness, softening ratio, and marketing critical period of fruit.

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Index of Optimum Harvest Time as Seasonal Hesperidin Content Changes for Citrus lemon Juice in Plastic Film House (레몬 하우스 재배에 있어 시기별 과즙의 Hesperidin 함량변화에 따른 적정수확 기준)

  • Lee, Kwang Ju;Han, Sang Heon
    • Journal of Bio-Environment Control
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    • v.22 no.1
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    • pp.55-59
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    • 2013
  • This study was evaluated that seasonal change of the hesperidin content was in relation to the skin color and weight of fruit in outer or inner side of the canopy, for determine the optimum time and the index of most abundant hesperidin content in lemon fruits juice. The hesperidin content was different with fruit growth and on fruit bearing site of the tree. The fruits of the either side contained the highest hesperidin value at 162 and 176 days after anthesis just after de-greening and the value was highest in the fruits of outer side of the canopy. This time also corresponded to the time just before the cessation of fruit growth. These results suggested that the optimum harvesting period for more hesperidin content was the stage just after de-greening and just before fruit growth cessation.

Electrical Properties of DC-DC Converter Circuit using Piezoelectric Energy Harvesting (압전 에너지 하베스팅를 이용한 DC-DC 컨버터회로의 전기적특성)

  • Kang, Jin-Hee;Seo, Byeong-Ho;Hwang, Lak-Hoon;Yoo, Ju-Hyun
    • Proceedings of the Korean Institute of Electrical and Electronic Material Engineers Conference
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    • 2010.06a
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    • pp.301-301
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    • 2010
  • 현재 전 세계는 앞으로 사용 될 대체 에너지에 많은 관심 가지고 있다. 지금 사용하고 있는 에너지 연료는 한정되어 있기 때문에 대체에너지에 대한 연구가 활발히 진행 되고 있다. 그 중 압전체를 이용한 에너지 하베스팅은 많은 주목을 받고 있다. 주변 환경에서 필요한 에너지를 끌어 쓸 수 있는 대표적인 청정에너지 시스템 중 하나이기 때문이다. 최근 전원 공급원으로써 에너지 수확 시스템은 현 사회에 사용되고 있는 배터리로 전원을 사용하는 제품들을 소용량과 저전압 분야에서의 에너지 수확의 원리를 이용하여 전기전자제품의 사용시간 연장 및 응용분야 확대를 시도하는 연구가 활발히 수행되고 있다. 압전세라믹스를 이용한 에너지 하베스팅은 진동에너지를 전기에너지로 변환하는 것으로서 압전 특성이 높아야 한다. 일반적으로 압전 세라믹스는 PbO 성분이 들어가므로 환경적 오염 뿐만 아니라 인체에도 영향이 좋지 않으므로 많은 나라에서 이러한 성분을 제한하고 점차적으로 줄어들고 있는 시점에서 PbO를 사용하지 않고 Lead-Free 세라믹를 사용한 연구가 진행되고 있다. 이 논문에서는 일반적인 소결 방법을 이용하여 (Na,K)NbO3 세라믹에 CeO2를 첨가한 압전 세라믹을 제작하였다. 제작된 압전 세라믹스로 에너지 하베스팅 소자를 제작하고, 이 소자로 수확된 에너지로 DC-DC Converter 응용 특성에 대하서 연구하였다. 압전 세라믹스의 좋은 압전 특성을 출력하기 위하여 캔틸레버의 고유 진동수가 진동원의 주파수와 일치하는 공진을 일으켜야 한다. 따라서 구동회로는 주파수원을 찾아 설계하였고, 압전 세라믹스의 진동은 가진기를 이용하여 구동실험을 하였다. 지금까지 나와있던 에너지 하베스팅 회로와 비교하여 그 특성을 분석하고, 시뮬레이션 및 실험을 통하여 검증하였다.

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