• 디지털융복합연구
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• 제16권12호
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• pp.293-299
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• 2018

기상은 농작물 재배에 많은 영향을 미친다. 농작물 재배지의 기상정보는 효율적인 농작물 재배 및 관리에 필수적이다. 농업기상 정보의 높은 수요에도 불구하고 이에 대한 연구는 부족하다. 본 연구는 중장기 계절예측정보인 GloSea5와 심층 신경망을 통해 양파의 주산지인 전라남도의 농업기상 정보 생산 방법을 다룬다. 연구방법으로는 매일 생산되는 GloSea5 기상정보를 훈련시키기 위해 슬라이딩 창 방법을 활용한 심층신경망 모형이 사용되었다. 모형의 정확도평가는 농업기상관측소의 일 평균기온과 GloSea5 예측값 그리고 딥러닝 예측값 차이의 RMSE와 MAE로 계산하였다. 심층신경망 모형은 학습기간이 늘어날수록 정확도가 향상되므로 학습기간과 예측기간에 따른 예측성능을 비교하였다. 분석결과 학습기간과 예측기간은 비례하지만 계절변화에 따른 추세성이 반영되는 한계점이 있었다. 이를 보안하기 위해 예측값과 관측값의 차이를 다음날 예측값에 적용시킨 후보정 심층신경망 모형을 제시하였다.

• 한국작물학회지
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• 제42권6호
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• pp.722-728
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• 1997

벼 담수표면직파재배시 물관리 방법이 생육 및 도복에 미치는 영향을 구명하고자 1994~1995년까지 3개년에 걸쳐 호남농업시험장 시험포장인 전북통(미사질양토)에서 동진벼를 공시하고 중간낙수회수를 달리하여 생육 및 도복형질을 검토한 결과를 요약하면 다음과 같다. 1. 중간낙수 회수가 많을수록 상시담수보다 초장과 간장이 단축되었고 $m^2$당 최고 분벽수, 수수는 적어졌다. 2. 중간낙수 회수가 많을수록 토양경도가 높았고, 뿌리량이 많았으며 뿌리의 심층분도 비율도 높은 경향이었다. 3. 중간낙수 회수가 많을수록 중심고, 생체중, 모멘트는 낮아지고 좌절중은 무거워져 도복지수가 낮아졌으며, 포장도복도 경감되었다. 4. 중간낙수 회수가 많을수록 등숙비율 및 1,000 입중이 증가되었고, 쌀수량은 상시담수에서 보다 8~9% 증수되었다. 따라서 벼 담수표면직파재배시는 중간낙수를 2~3회 실시하는 것이 도복경감, 수량증대 및 미질향상을 위한 효과적인 물관리 방법으로 생각되었다.

• 한국농림기상학회지
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• 제25권4호
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• pp.404-414
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• 2023

본 연구에서는 미래 SSP 기후변화 시나리오 자료를 생산하기 위해 과거 30년(1981-2010)에 대한 한반도 농업용 전자기후도를 생산하고 평가하였다. ERA5 재분석 자료와 기상청 ASOS 자료에 지형인자를 고려하는 IGISRM 통계 모형을 이용하여 기후요소 6종(강수량, 평균기온, 최고기온, 최저기온 풍속, 상대습도, 일사량)에 대한 1km 해상도의 격자형 상세자료를 생산하였다. 연 평균(누적) 분포도를 살펴본 결과, 모든 변수는 기상청 ASOS 관측에서 나타난 일반적인 특성을 잘 모의하면서 지형적 효과가 적절하게 반영되었다. 농진청 농업기상 AWS와 기상청 방재기상 AWS를 이용하여 상관계수, Slope, NRMSE를 계산한 결과, 기온관련 변수에서는 재현성이 우수하게 나타났으며, 그 외 변수에서는 재현성이 다소 낮고 지역적 편차가 큰 것으로 나타났다. 관측정보 기반의 농업용 전자기후도는 미래 SSP 기후변화 시나리오 자료를 상세화하는데 기본 자료로 활용될 것이다.

• 한국식품위생안전성학회지
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• 제26권1호
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• pp.1-11
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• 2011

국내 유통사료 239점에 대하여 푸사리움 속 곰팡이독소 4종(NIV, DON, T-2, ZEN)에 대하여 오염도조사를 실시하였다. 일반적으로 곰팡이독소 정제에 많이 사용되는 면역친화 컬럼을 사용하지 않고 일반 SPE컬럼을 이용하였으며, HPLC/MS/MS로 동시 분석하였다. 각각의 성분 별로 77.42~111.20%의 회수율과 $0.3{\sim}2.0\;{\mu}g/l$의 양호한 정성한계(LOD)를 보였다. 분석 결과 사료 중에 조사대상 곰팡이독소가 광범위하게 오염되어 있었으며, 특히 DON과 ZEN은 모든 배합에서 확인되었다. 소 사료의 경우 DON과 ZEN은 평균 $812.1\;{\mu}g/kg$과 $147.2\;{\mu}g/kg$의 오염도를 보여 닭 사료나 돼지 사료보다 약 4배정도 높은 오염도를 보였으며, 그 원료로 사용된 단미 사료를 조사해본 결과 수입 단백피가 주요 오염원인 것으로 확인됐다.

• 분석과학
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• 제29권4호
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• pp.202-208
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• 2016

A novel and simple method for detecting seven organic acids (formic acid, malic acid, lactic acid, acetic acid, citric acid, fumaric acid and propionic acid) in animal feed using high performance liquid chromatography equipped with a photo-diode array detector (HPLC/PDA) was developed. The chromatographic peaks of the seven organic acids were successfully identified by comparing their retention times and UV spectra with reference standards. Method validation was performed in terms of linearity, sensitivity, selectivity, accuracy, and precision. The limits of detection (LODs) for the instrument employed in these experiments ranged from 12 to 8,026 μg/kg, and the limits of quantification (LOQs) ranged from 43 to 26,755 μg/kg. Average recoveries of the seven organic acids ranged from 79.3 to 95.2 %. Method replication resulted in intra- day and inter-day peak area variation of <3.2 %. The developed method was specific and reliable and is therefore suitable for the routine analysis of organic acids in animal feed.

• 한국농공학회:학술대회논문집
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• 한국농공학회 2001년도 학술발표회 발표논문집
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• pp.156-161
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• 2001

Currently, agricultural facilities are evaluated using either basic inspections or detailed analysis. However, conventional analyses as well as methods based on fuzzy logic and rule of thumb have not been very successful in providing a clear relationship between rating and real state of agricultural facilities, because they can't provide exactly acceptable reliability of degraded structures with manager or supervisor. Therefore, in this stage, we must define probabilistic variables for representing degradation of structures being given damages during a survival time. This paper describes the application of neural network system in developing the relation between subjective ratings and parameters of agricultural reservoir as well as that between subjective and analytical ratings. It is shown that neural networks can be trained and used successfully in estimating a rating based on several parameters. The specific application problem for agricultural reservoir in the rural area of Korea is presented and database is constructed to maintain training data set, the information of inspection and facilities. This study showed that a successful training of a neural network could be useful, especially if the input data set for target problem contains parameters with a diverse combination of inter-correlation coefficients. And the networks had a prediction rating of about $^{\ast}^{\ast}^{\ast}%$. The neural network system is expected to show high performance fairly in estimate than statistical method to use equation that is consisted of very lowly interrelated variables.

• 농업과학연구
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• 제24권2호
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• pp.138-144
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• 1997

Korean agricultural and rural economics has been gotten more difficult through the introduction of economics system under the control of IMF before problems from open market system under WTO get to be settled. Export should be promoted to get the advantage of open market system and to get over today's economic crisis from shortage of foreign currency. Fortunately, Korea adjoins Japan that is largest importing country of agricultural products in a world, therefore Korean Agricultural products has advantage in export to Japan through open market system. Puyo tomato, specialized agricultural products in Chungman province, has been exported 42.2M/T to Japan from 1994 year to 1996 year. But such exported amount was so small that is less than a 1% of total tomato product in Puyo area. Reasons why export volume to Japan was so small were non standard commodities, non performance of export contract, unfavorable price condition, etc.. But it was major reason that missed optimal exporting period. Therefore this study is aimed at finding optimal period exporting Puyo mini tomato to Japan. According to result of analysis based on monthly price and carried quality data of major tomato market between Korea and Japan, it has more comparative advantage that we export tomato during Period of Dec-Feb. rather than March-May which is currently major exporting period.

• 한국정보통신학회:학술대회논문집
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• 한국정보통신학회 2022년도 춘계학술대회
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• pp.710-712
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• 2022

농산물은 일상 소비의 필수품으로서 도소매 시장의 많은 부분을 차지하며, 농산물의 소비와 가격은 농산물의 수급, 소비자 지출, 농업 가계소득에 영향을 미친다. 따라서 본 연구에서는 LSTM을 이용해 농산물 거래, 기상관측, 관세청 품목별 수출입 실적, 신선식품 지수 데이터를 사용해 단위가격 예측에 관한 연구를 수행하였다. 농산물의 수급관리와 도소매 시장에서의 적정한 가격을 연구하기 위해 채소가격 안정제 대상 품목 중 소비자물가지수 가중치가 높은 마늘, 배추, 양파를 대상으로 단위가격을 예측한다.

• 대한의용생체공학회:의공학회지
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• 제39권5호
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• pp.220-228
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• 2018

The internal resistance of microbial fuel cell (MFC) using stainless steel skein for oxidizing electrode was investigated and the factors affecting the voltage generation were identified. We also investigated the effect of power management system (PMS) on the usability for MFC and the removal efficiency of organic pollutants. The performance of a stack microbial fuel cell connected with (PMS) or PMS+LED was analyzed by the voltage generation and organic matter reduction. The maximum power density of the unit cells was found to be $5.82W/m^3$ at $200{\Omega}$. The maximum current density was $47.53A/m^3$ without power overshoot even under $1{\Omega}$. The ohmic resistance ($R_s$) and the charge transfer resistance ($R_{ct}$) of the oxidation electrode using stainless steel skein electrode, were $0.56{\Omega}$ and $0.02{\Omega}$, respectively. However, the sum of internal resistance for reduction electrode using graphite felts loaded Pt/C catalyst was $6.64{\Omega}$. Also, in order to understand the internal resistance, the current interruption method was used by changing the external resistance as $50{\Omega}$, $300{\Omega}$, $5k{\Omega}$. It has been shown that the ohm resistance ($R_s$) decreased with the external resistance. In the case of a series-connected microbial fuel cell, the reversal phenomenon occurred even though two cells having the similar performance. However, the output of the PMS constantly remained for 20 hours even when voltage reversal occurred. Also the removal ability of organic pollutants (SCOD) was not reduced. As a result of this study, it was found that buffering effect for a certain period of time when the voltage reversal occurred during the operation of the microbial fuel cell did not have a serious effect on the energy loss or the operation of the microbial fuel cell.

• 농촌지도와개발
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• 제28권1호
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• pp.53-68
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• 2021

This study aimis to identify policy priorities for promoting youth activities through the Importance-Performance Analysis (IPA). IPA is used to identify policy priorities for promoting local youth activities. The IPA tabulated result is presented in a two-dimensional grid to showing for promoting local youth activities, The require concentrate support part is divided into 3 parts. Problem solve supporting at work development of leisure activities programs, leisure activities programs developing and development of leisure-related professionals. And leisure-related professionals developing. The next parts that require continuous management were divided into four parts. The next parts that require continuous management is divided into four parts. Creating rental housing for young people, support for housing expenses supporting, loans supporting, and Holiday guaranteed. Based on the factors that support youth activities that make up the IPA matrix, the implications of revitalizing local youth activities is presented as below. First, ensuring employment of local youth and efforts to create sustainable jobs. Second, continuous efforts to improve the housing conditions of local youth, and third, policy support is needed for local youth to do various leisure activities.