주요 채소 작물 대상 작물 모형 모수 추정 및 검증을 지원하기 위한 생육 조사 프로토콜 분석

김광수,김준환,현신우 한국농림기상학회 2020 한국농림기상학회지 Vol.22 No.2

Crop models have been used to predict vegetable crop yield, which would have a considerable economic impact on consumers as well as producers. A small number of models have been developed to estimate growth and yield of vegetables due to limited availability of growth observation data in high-quality. In this study, we aimed to analyze the protocols designed for collection of the observation data for major vegetable crops including cabbage, radish, garlic, onion and pepper. We also designed the protocols suitable for development and verification of a vegetable crop growth model. In particular, different measures were proposed to improve the existing protocol used by Statistics Korea (KOSTAT) and Rural Development Administration (RDA), which would enhance reliability of parameter estimation for the crop model. It would be advantageous to select sampling sites in areas where reliable weather observation data can be obtained because crop models quantify the response of crop growth to given weather conditions. It is recommended to choose multiple sampling sites where climate conditions would differ. It is crucial to collect time series data for comparison between observed and simulated crop growth and yield. A crop model can be developed to predict actual yield rather than attainable yield using data for crop damage caused by diseases and pests as well as weather anomalies. A bigdata platform where the observation data are to be shared would facilitate the development of crop models for vegetable crops. 생산자뿐만 아니라 소비자에게 상당한 경제적인 영향을 줄 수 있는 채소 작황 정보를 사전에 예측하기 위해 작물 모형들이 사용될 수 있다. 채소의 생육과 수확량을 추정하기 위한 모형들은 대다수 작물에 대해 개발되어 있지 못하며 이는 고품질의 생육 관측 자료들이 축적되지 않았기 때문이다. 본 연구에서는 배추, 무, 마늘, 양파 및 고추의 5대 채소들을 대상으로 작물 모형 개발과 검증을 위한 생육 자료를 수집할 때 사용되는 프로토콜을 분석하고 이를 개선하고자 하였다. 작물 모형의 모수추정을 위해 사용되는 관측 프로토콜은 통계청과 농촌진흥청 프로토콜들의 단점을 보완하는 방식으로 개선될 수 있다. 작물모형은 기상조건에 따른 작물의 생육 반응을 예측하기 위해 사용되기 때문에 신뢰도 높은 기상 관측 자료를 확보할 수 있는 지역에서 표본 필지를 선정하는 것이 유리할 것이다. 또한, 최소한의 표본 조사 필지에서 상세한 관측자료 수집하기 위해 관심 작물이 재배되고 있는 지역 중에서 기후 특성이 상이한 지점들을 대상으로 표본 조사 필지들을 선정하는 것이 권장된다. 작물 생육 모형의 개발 및 검증을 위해서는 시계열적으로 얻어지는 작물 생육 모의값과 비교하기 위해 일정 시간 간격별로 관측 자료를 수집하는 것이 필수적이며, 기존의 프로토콜에 제시되지 않았던 생육 초기의 관측값을 확보하는 방향으로 개선되어야 할 것이다. 병해충 조사항목들과 기상재해 양상과 관련한 항목들이 작물모형 개발을 위한 관측 프로토콜에 포함된다면, 작물모형과 병해충 모형을 개발하고 이들 모형들을 통합하는 방식으로 실제 수량과 가까운 작황예측이 가능할 것이다. 또한, 표본조사 필지에서 다수의 구역을 설정하고, 이로부터 샘플을 채취하는 것이 관측자료의 신뢰도를 높일 수 있다. 본 연구에서 제안된 프로토콜을 사용하여 얻어진 관측자료들이 자료 공유 플랫폼을 통해 제공된다면 채소 작물의 작황 예측을 위한 작물 모형 개발이 활성화될 것이다.

Improving remotely-sensed crop monitoring by NDVI-based crop phenology estimators for corn and soybeans in Iowa and Illinois, USA

Seo, Bumsuk,Lee, Jihye,Lee, Kyung-Do,Hong, Sukyoung,Kang, Sinkyu Elsevier 2019 Field crops research Vol.238 No.-

<P><B>Abstract</B></P> <P>Weather-related risks in crop production are not only crucial for farmers but also for market participants and policymakers since securing food supply is an important issue for society. Although crop growth condition and phenology represent essential information regarding such risks, extensive observations of these variables are virtually non-existent in many parts of the world. In this study, we developed an integrative approach to remotely monitor crop growth at a large scale. For corn and soybeans in Iowa and Illinois in the United States (2003–2015), we monitored crop growth and crop phenology with earth observation data and compared it against the United States Department of Agriculture National Agricultural Statistics Service (NASS) crop statistics. For crop phenology, we calculated three phenology metrics (i.e., start of season, end of season, and peak of season) at the pixel level from the MODIS 16-day Normalized Difference Vegetation Index (NDVI). For growth condition, we used two distinct approaches to acquire crop growth condition indicators: a process-based crop growth modeling and a satellite-NDVI-based method. Based on their pixel-wise historical distributions, we monitored relative growth strength and scaled-up that to the state-level. The estimates were compared with the crop progress and condition data of NASS. For the state-level phenology, the avg. root-mean-square-error (RMSE) of the estimates was 8.6 days for the all three metrics after bias correction. The absolute mean errors for the three metrics were smaller than 2.6 days after bias correction. For the condition, the state-level 10-day estimates showed moderate agreements with the observations (avg. RMSE = 10.02%). Notably, the condition estimates were sensitive to the severe degradation in 2003, 2012, and 2013 for both crops. In 2010, 2011 and 2013, unusually high errors occurred at the very beginning stage of growth (DOY 140–150), which attenuated over time. As the cumulative biomass and NDVI showed little change in comparison to the period mean biomass and NDVI for the spikes, this seems to be an error associated with variations in growth timing. Overall, the model using accumulated NDVI (S5) is preferable due to its performance and methodological simplicity. The proposed approach enables us to monitor crop growth for any given period and place where long-term statistics are available. It can be used to assist crop monitoring at large scales.</P>

새로운 생명공학작물 안전성 평가를 위한 작물 성분 DB 구축

김은하,이성곤,박수윤,이상구,오선우,Kim, Eun-Ha,Lee, Seong-Kon,Park, Soo-Yun,Lee, Sang-Gu,Oh, Seon-Woo 한국식물생명공학회 2018 식물생명공학회지 Vol.45 No.4

국립농업과학원 생물안전성과는 생명공학기술로 개발되는 작물(GM작물)의 안전성 평가 중 '성분분석에 의한 비교평가'에 참고자료로 활용할 수 있도록 기존 상업화 작물성분의 분석 데이터를 제공하는 "작물성분 DB"를 구축하였다. "작물성분 DB"는 우리나라의 자연 환경에서 재배되는 주요 작물 품종들의 영양성분 함량정보를 제공함으로써 품종과 재배 지역, 연도에 따라 함량의 변화 정도를 확인할 수 있도록 데이터를 업그레이드 하고 있다. 현재 2곳 이상의 재배지역에서 2년 이상 재배한 벼와 고추 시료에 대한 주요 영양분과 항영양소, 2차 대사산물을 검증된 분석 방법을 사용하여 분석한 데이트를 제공하고 있다. 데이터는 평균값과 최저, 최대값을 제공함으로써 GM작물의 안전성 평가시 GM작물과 대응 비교작물 간에 나타나는 통계적 차이가 기존 상업작물의 생물학적 차이 또는 허용범위 내에 속하는지를 평가할 수 있도록 하였다. "작물성분 DB"는 사용자가 선택한 쿼리를 기반으로 쉽게 검색하고 활용하도록 하고 있다. 또한 유색미와 감자, 고구마, 콜리플라워와 같은 유색 작물의 기능성 성분 함량 정보를 제공하고 있어 일반 소비자들도 유용하게 정보를 활용할 수 있다. 본 논문은 상업작물 성분에 대한 중요한 정보를 제공하는 농진청 "작물성분 DB"의 구성과 사용법을 소개하였다. The Biosafety Division of the National Academy of Agricultural Science has developed a 'Crop Composition DB' that provides analytical data on commercialized crops. It can be used as a reference in the 'Comparative Evaluation by Compositional Analysis' for the safety assessment of genetically modified (GM) crops. This database provides the composition of crops cultivated in Korea, and thus upgrades the data to check the extent of changes in the compositional content depending on the cultivated area, varieties and year. The database is a compilation of data on the antioxidant, nutrient and secondary metabolite compositions of rice and capsicum grown in two or more cultivation areas for a period of more than two years. Data analysis was conducted under the guidelines of the Association of Official Analytical Chemists or methods previously reported on papers. The data was provided as average, minimum and maximum values to assess whether the statistical differences between the GM crops and comparative non-GM crops fall within the biological differences or tolerances of the existing commercial crops. The Crop Composition DB is an open-access source and is easy to access based on the query selected by the user. Moreover, functional ingredients of colored crops, such as potatoes, sweet potatoes and cauliflowers, were provided so that food information can be used and utilized by general consumers. This paper introduces the feature and usage of 'Crop Composition DB', which is a valuable tool for characterizing the composition of conventional crops.

무경운 유기재배에서 녹비작물별 고추의 수량과 토양 화학성 변화

양승구,서윤원,김용순,김선국,임경호,최경주,이정현,정우진,Yang, Seung-Koo,Seo, Youn-Won,Kim, Yong-Soon,Kim, Sun-Kook,Lim, Kyeong-Ho,Choi, Kyung-Ju,Lee, Jeong-Hyun,Jung, Woo-Jin 한국유기농업학회 2011 韓國有機農業學會誌 Vol.19 No.2

우리나라 유기채소는 대부분 시설재배에서 생산되고 있으나, 그 동안 시설재배는 다수확을 목표로 과다한 유기자재 투입에 의한 토양염류 증가로 인한 토양 내 문제점이 발생되고 있다. 따라서 본 연구에서는 고추 무경운 시설 유기재배 시 녹비작물 재배 효과를 검토하기 위하여 본 시험을 수행하였다. 1.녹비작물의 생육 및 수량 월동 녹비작물을 파종 74일 후에 조사한 결과 건물 수량은 10a당 호밀은 720kg, 보리는 530kg, 헤어리베치는 230kg, 완두콩과 잡초는 240kg 수준이었으며, 1일 생체중으로 10a당 호밀과 보리는 100kg, 헤어리베치는 65kg 정도 하루에 증가되었다. 녹비작물을 파종하지 않은 무처리와 발아율이 낮은 완두콩 재배구에서 빈 공간에 7종의 잡초가 발생되었는데, 쇠별꽃과 황새냉이 2종의 잡초 발생량이 99% 이상을 점유 건물수량은 135kg 수준이었다. 2.녹비작물의 무기성분 녹비작물 식물체의 질소농도는 완두콩과 헤어리베치가 4.5%, 보리와 호밀은 3~4% 수준이었다. 식물체내 칼리와 칼슘, 마그네슘의 함량도 완두콩과 헤어리베치가 호밀, 보리보다 높은 경향을 보였다. 녹비작물의 식물체내 인산 함량과 칼슘 그리고 마그네슘 함량은 녹비의 종류에 관계없이 1% 내외였으나, 칼륨은 식물체의 무기성분이 4~5% 수준으로 다량 원소 중 가장 높게 나타났다. 녹비작물의 지상부가 체내에 고정한 총 질소량이 10a당 호밀과 보리는 20.6~22.1kg으로 헤어리베치, 완두콩+쇠별꽃 보다 2배 이상 많았다. 인산과 칼리의 고정량도 호밀과 보리는 6.3~8.4kg/10a으로 헤어리베치와 완두콩+쇠별꽃에 비하여 2.7배 정도 많았고, 칼리의 고정량도 호밀과 보리는 24.7~28kg/10a으로 헤어리베치와 완두콩+쇠별꽃 보다 2배 정도 많았다. 그리고 녹비작물에 의하여 흡수된 칼슘량은 10a당 2~3kg 수준이었으며 마그네슘은 1.7~2.6kg 수준이었다. 3.녹비작물과 고추 재배에 따른 토양 화학성 변화 녹비작물 재배 토양의 pH는 무처리를 포함하여 재배 전 토양에 비하여 증가되었다. 녹비작물 재배 토양의 염류농도는 감소되었으며, 보리녹비를 제거한 토양의 염류농도는 현저하게 감소되었다. 호밀과 헤어리베치 재배 토양의 유기물함량은 변함이 없었으나, 무처리와 보리, 완두콩재배 토양에서는 감소되었으며, 녹비를 환원하여 고추를 재배한 토양의 유기물 함량은 호밀과 헤어리베치 재배 토양에서 감소되었다. 녹비작물 재배 토양의 총질소 함량은 감소되었으나, 녹비를 환원하여 고추를 재배한 토양의 총질소 함량은 증가되었다. 녹비작물 재배토양과 녹비를 환원 고추를 재배한 토양의 유효인산 함량은 감소되었다. 녹비작물 재배 토양의 양이온친환용량은 감소되었으나, 녹비를 환원하여 고추를 재배한 토양에서 양이온 치환용량이 증가되었다. 토양의 K, Ca, Mg 함량은 녹비작물 재배 토양과 녹비 환원 후 고추를 재배한 토양에서 감소되었다. 4.녹비작물 재배지 무경운 유기재배 고추의 생육 및 수량 녹비작물 재배 토양에 무경운으로 재배한 고추의 생육은 녹비 품종간에는 차이가 적었다. 고추 수확과수는 녹비작물을 재배하지 않은 무처리와 녹비 건물량이 적은 보리 예취이용구와 완두콩 및 헤어리베치 재배지가 보리와 호밀 재배지에 비하여 수확과수가 현저하게 많았다. 고추의 수량은 보리를 예취하여 이용한 처리와 녹비작물을 재배하지 않은 무처리 및 녹비량이 적은 완두콩과 헤어리베치 재배지가 화본과 녹비작물 재배지보다 많았다. This work studied the growth and yield of green crops, changes of mineral composition in greenhouse soil and green crops, and infection with wintering green crops cultivation in greenhouse field. At 74 days after seeding of wintering green crops, dry matter was 710kg/10a in rye, 530kg/10a in barley, 230kg/10a in hairy vetch, and 240kg/10a in bean or weeds. Total nitrogen content in green crops was 4.5% in pea and hairy vetch, and 3~4% in barley and rye. $P_2O_5$, CaO, and MgO contents in all green crops were about 1.0%, and $K_2O$ content was the highest level by 4~5% among macro elements. Total nitrogen fixing content in shoot green crops uptaken from soil was 22.1kg/10a in rye, 20.6kg/10a in barley, 10.6kg/10a in hairy vetch, and 9.6kg/10a in pea and giant chickweed. $P_2O_5$ fixing content in shoot green crops uptaken from soil was 8.4kg/10a in rye, 6.3kg/10a in barley, and 2.3 kg/10a in hairy vetch and pea. $K_2O$ fixing content in shoot green crops uptaken from soil was 28kg/10a in rye, 24.7kg/10a in barley, and 11kg/10a in hairy vetch and pea. CaO fixing content in shoot green crops uptaken from soil was 2~3kg/ 10a in all green crops, and MgO fixing content was 1.7~2.6kg/10a in all green crops. Pepper growth in no-tillage was not a significant difference at all green manure crops. The number of fruit and fruit weight were higher in control, pea, hairy vetch and harvest barley than rye and barley. Soil mineral compositions in wintering green crops increased at pH, organic matter, CEC compared with control. Soil chemical compositions were stable level at green crops cultivation according as decreases of EC, available phosphoric acid, Ca, and Mg contents. After no-tillage by green manure crops, pH in soils was higher in green manure crops than control. EC content in soils was lower in green manure crops than control, and was remarkably low level in barley harvest. Organic matter content in soils increased in hairy vetch and barley green manure but decreased by 35% in barley harvest. Total nitrogen and avaliable $P_2O_4$ content in soils remarkably increased but was not a significant difference at all green manure crops. Cation (K, Ca, and Mg) content in soils decreased by 15~20% in K, 2~11% in Ca, and 3~6% in Mg at rye, barley and pea compared with control.

남부지역에서 사료용 벼와 동계작물을 연계한 조사료 생산 체계 연구

김종근,유창,조국강,김학진,김맹중,김천만,안억근,Kim, Jong Geun,Liu, Chang,Zhao, Guoqiang,Kim, Hak Jin,Kim, Meing Joong,Kim, Cheong Man,Ahn, Eok Keun 한국초지조사료학회 2018 한국초지조사료학회지 Vol.38 No.4

본 시험은 남부지역 논에서 사료용 벼와 월동작물은 연계하여 연간 생산성을 비교하기 위하여 수행하였다. 사료용 벼는 국립식량과학원에서 육성된 수원 605호, 영우, 목우 품종을 이용하였으며 월동작물로 호밀(곡우), IRG(그린팜) 그리고 트리티케일(조성)을 이용하였다. 각각의 작물은 표준재배법을 이용하여 재배하였으며 사료용 벼의 수확은 품종별로 출수 약 30일후에 실시하였다. 월동사료작물의 초장은 호밀이 가장 컸으며 파종시기가 늦어짐에 따라 커지는 것으로 나타났다. 건물함량은 이탈리안라이그라스가 가장 낮았으며 트리티케일이 평균 29.4%로 가장 높았다. 건물 수량은 호밀이 가장 높았으며 이탈리안라이그라스와 트리티케일은 유의적인 차이가 없었다. 사료가치는 파종시기에 따른 차이는 없었으나 초종간에는 차이가 있었다. 특히 호밀은 다른 초종에 비해 CP, IVDMD, TDN 및 RFV 수치가 낮게 나타났다. 사료용 벼 출수기는 수원 605호가 가장 빨랐으며 목우가 가장 늦었다. 건물함량은 목우가 유의적으로 낮게 나타났으나 건물생산량은 평균 18,484kg/ha로 품종간의 유의적인 차이는 없었다. 사료가치에 있어는 목우의 조단백질 함량이 유의적으로 낮게 나타났으며 TDN 및 RFV 값은 목우가 가장 높았다. 연간 생산성 평가에 있어서는 호밀-수원 605호가 86,741kg/ha로 가장 높은 생초수량을 나타내었으며 건물수량도 26,515kg/ha로 가장 높았다. 트리티케일과 IRG도 수원 605와의 작부체계시 건물 및 TDN 생산성이 높았다. 이상의 결과를 종합하여 볼 때 남부지역에서의 사료용 벼를 이용한 연중 사료작물 생산체계시 수원 605호와 호밀 (곡우) 조합이 가장 우수한 것으로 판단되었다. This study was conducted to compare annual productivity of whole crop rice and winter crops in paddy field of southern region in Korean peninsular. Whole crop rice (WCR) varieties used in this experiment were Suwon 605, Yeongwoo, and Mogwoo bred at the National Institute of Crop Science (NICS), and Rye (Gogwoo), Italian ryegrass(IRG, Greenfarm) and Triticale (Choseong) were used as winter crops. Each crop was cultivated using the standard cultivation method and harvesting of whole rice was carried out about 30 days after heading date. The dry matter (DM) content was the lowest in Italian ryegrass (p<0.05), and the highest value was 29.4% in triticale. The dry matter yield of rye was the highest (p<0.05), and there was no significant difference between Italian ryegrass and triticale (p>0.05). There was no difference in forage quality among seeding time of each species, but there was a difference among the species (p<0.05). In particular, rye showed lower CP, IVDMD, TDN and RFV values than other species. The average dry matter production of whole crop rice was 18,484 kg/ha, but there was no significant difference among the cultivars (p>0.05). Crude protein (CP) content was significantly lower in Mogwoo than other and TDN and RFV values were the highest in Mogwoo. In the annual productivity evaluation, combination of rye-Suwon 605 showed the highest DM yield at 26,515kg/ha. Based on the above results, it was concluded that the combination of Suwon 605-rye (Gogwoo) was the most effective cropping system for annual forage production using whole crop rice and winter crop in the southern region of Korean peninsular.

남부지역 논에서 토양의 이화학적 특성 및 벼의 생산성과 미질 향상을 위한 이탈리안 라이그라스-벼 이모작 작부체계의 적용

오서영,오성환,서종호,최지수,Oh, Seo Young,Oh, Seong Hwan,Seo, Jong Ho,Choi, Jisu 한국환경과학회 2021 한국환경과학회지 Vol.30 No.8

The physicochemical properties of soil and the yield and quality of rice (Oryza sativa L. cv. Sailmi) were assessed using Italian ryegrass (Lolium multiflorum Lam. cv. Kowinearly)-rice double cropping systems in the paddy fields at Goseong and Miryang in southern Korea. The average temperatures during the ripening period were approximately 1 ℃ higher than the optimal temperature for rice ripening and the sunshine duration was reduced by frequent rainfall. Consequently, it was slightly below the optimal conditions required for rice ripening. In the soil at Goseong, winter Italian ryegrass cropping increased the pH, electrical conductivity, and the contents of organic matter, total nitrogen (T-N), available P₂O₅, K, Ca, and Mg than winter fallowing. Particularly, the contents of T-N and available P₂O₅increased significantly. In the soil at Miryang, Italian ryegrass slightly increased the electrical conductivity and the T-N, Mg, and Na contents. Therefore, winter Italian ryegrass cropping improved the physicochemical properties of paddy soils; however, Italian ryegrass-rice double cropping slightly reduced the culm length at both Goseong and Miryang, without markedly changing the panicle length or number compared to fallow-rice cropping. Furthermore, at Goseong, Italian ryegrass-rice double cropping slightly decreased the spikelet number and milled rice yield, and increased the ripened grain rate; however, at Miryang, contrasting results were observed. In addition, fallow-rice cropping revealed no differences in the head rice or opaque rice rates. The protein content was slightly increased in Italian ryegrass-rice double cropping, without significant changes in the amylose content or Toyo value, compared to that in fallow-rice cropping. The peak and breakdown viscosities were slightly decreased. These results indicate that winter Italian ryegrass cropping might alter rice taste but may not exhibit remarkable negative effects on rice cultivation. Therefore, Italian ryegrass-rice double cropping system is recommended for paddy fields in southern Korea. Nevertheless, to increase the rice yield and quality, fertilization standards for rice cropping that consider the changes in the T-N and organic matter contents in paddy fields caused by winter Italian ryegrass cropping need to be established.

National Program for Developing Biotech Crops in Korea

( Sung-han Park ),( Jung-il Cho ),( Youn-shic Kim ),( Su-min Kim ),( Su-mi Lim ),( Gang-seob Lee ),( Soo-chul Park ) 한국육종학회 2018 Plant Breeding and Biotechnology Vol.6 No.3

Global area of genetically modified crops (GM crops or biotech crops) continued to grow and reached 189.8 million hectares in 2017. Recently, a total of 24 countries approved GM crops for planting and an additional 43 countries formally imported biotech crops for food, feed, and processing, meaning that biotech crops are now commonly accepted in those countries. Although biotech crops should be one of key solutions for the challenge of the global food security which will be caused by population growth and climate change, it is real that there are still some debates to accept biotech crops in many countries including Korea. Because of that, safety assessment is an inevitable step for developing and commercializing GM crops. It is, therefore, very important to understand safety regulation. In addition to considering safety assessment, there are several critical points which we must consider before starting to produce GM crops such as target traits and their market values. In other words, passing safety regulation processing and proving market value should be considered first in the development of GM seeds. National Program for GM Crops (NCGC), one of the Next-Generation BioGreen 21 Programs organized by RDA in South Korea, was established in 2011 to develop biotech crops that will be used in the future to solve problems in our agriculture. To accomplish this mission, the NCGC carried out the exploration of useful functional genes, development of qualified events, and the safety assessment of developed events. This report will present the results of our research to develop useful biotech crops.

유전자변형 작물의 제초제 저항성

권용웅 서울대학교 농업개발연구소 2001 농업생명과학연구 Vol.5 No.-

Genetically modified (GM) crops have become a reality in our cropping system. Herbicide-resistant genetically-modified crops are the most widely cultivated worldwide, representing 78% of GM crops in 1999, followed by insect-resistant GM crops with Bt gene. 1) Risks Arising from Gene Flow: Gene flow is the most touching risk arising from GM crops, and is categorized as three types: within species, between species and between GM crop and other organisms. Gene flow is a reality in the plant kingdom with evolutionary change. Herbicide resistance evolves naturally and spreads dynamically in weeds. One of the most concerning crops in relation to gene flow is Brassica napus, which has a high outcrossing rate and many relative species. The experiences with GM oilseed rape have shown that gene flow from a GM crop causes genetic contamination of non-GM crops and natural flora. In contrast, frequency of gene flow via outcrossing is relatively low in inbreeding cereal crops such as rice, wheat and barley, but published reports have shown that substantial gene flow is possible. Another possible and immediate risk is herbicide-resistant GM crops becoming volunteer weeds. Dry direct-seeded rice is one of the most likely crops in this respect. Stacking different resistance genes in a crop would accelerate multiple resistance evolution in weeds. Multiple resistance to three major herbicides has already been observed in oilseed rape cultivation. More efforts must be made for long-term risk assessment on GM crops in the natural ecosystem. More studies on weed biology and ecology, particularly reproductive processes in weeds, are essential for better understanding of gene flow and systematic management strategy. 2) Assessment of Gene Flow: Technically available methods for gene flow assessment are summarized here. Methods for direct monitoring of gene flow include direct bioassay of plants and detection of phenotypic and molecular genetic markers contained in GM crops. A recent green fluorescent protein (GFP) marker technique can be powerful in monitoring gene flow as GFP inserted into a plant can be observed macroscopically under UV light. Appropriate analysis of data from direct assessment may give more useful information to mitigate gene flow. Observation with direct method provides real-time data and mathematical-statistical approaches may enable the long-term consequence to be predictable. 3) Management of Gene Flow: Although an estimated gene flow is less than an acceptable level, gene flow must be maintained as low as possible with a systematic management. The management should be conducted stepwise; selection of gene flow-proof GM crops in the stage of development, rish assessment and regulation in the restration stage, cultural management, produce handling/transportation and a long-term monitoring in croping stage. Promising methods for developing gene flow-proof GM crops include conferring cleistogamy and chloroplast transformation to mitigate pollen flow, and breeding non- or minimum shedding cultivars to mitigate seed dispersal. It is strongly suggested that very high expression of a transgene or stacking multiple transgenes in the chloroplast could disturb the function of normal physiology, hence decreased performance of the GM crop. Before the approval of GM crops, proposed GM crops must go through the risk assessment. If the estimated risk of a GM crop exceeds an acceptable level, approval must be suspended. Once a GM crop is allowed for commercial release, additional efforts must follow, such as a continued long-term monitoring of the impact of GM crop cultivation, crop and herbicide rotations, GM crop-suited cultural practices, right-time harvest, and all necessary gene flow-preventive practices. Such a systematic management incorporating various methods for the stages of GM crop utilization will minimize the risk of gene flow.

작목전환의 단계별 성공요인 분석 -HERO 모델 적용-

안경아 ( Kyeong Ah Ahn ),박성희 ( Sung Hee Park ),조혜빈 ( Hea Bin Jo ),최영찬 ( Young Chan Choe ) 한국농촌지도학회 2012 농촌지도와 개발 Vol.19 No.3

Conditions of farm crop switching are affected by several important external factors such as agricultural products import opening, policy support, and climate change. Farming environment is always changing; barriers to imports are becoming lower and lower because of FTA and others, and climate change affects a boundary line of cultivation. Those situations give farmers motivation to change crops in order to cope with them. In addition, crop switching has been done in response to the local government measures about purchase of local agricultural products according to the local food and the expansion of organic agricultural products in school meal. Even though the favorable environment toward crop switching has been created, there are not many researches or outcomes regarding crop switching. Only few studies focus on the list of decision-making in crop switching, and locally suitable crop selection is not treated. In order to utilize crop switching as a farm management strategy, the proper frame should be studied and practical researches on application possibility also need. Therefore, study on crop switching is in a timely, proactive manner because farms catch the chance of expansion of school meal by changing crops. This paper applies HERO model used for venture foundation process to crop switching process. Success factors of HERO model are comprised of Habitate, Entrepreneurship, Resource, and Opportunity, and these phased application factors are applied to crop switching process. By doing so, each phase success factor of crop switching can be uncovered. Three farm organizations supplying organic agricultural products to schools are studied in Gyeonggi province. As a result, the stabilization stage cannot be achieved because of the habitate conditions and social conditions with low risk bearing of crop switching and current school meal systems are the main problems to block the diversification of risks. In order to succeed in crop switching, constructing the habitate in local districts or in systems of school meal is more effective than supporting each farm.

중부지역 논에서 이탈리안 라이그라스와 하계 사료작물을 연계한 작부체계 연구

오미래,최보람,이세영,정종성,박형수,이배훈,김기용,Oh, Mirae,Choi, Bo Ram,Lee, Se Young,Jung, Jeong Sung,Park, Hyung Soo,Lee, Bae Hun,Kim, Ki-Yong 한국초지조사료학회 2021 한국초지조사료학회지 Vol.41 No.2

본 시험은 중부지역 논에서 동계 사료작물인 이탈리안 라이그라스와 하계 사료작물을 연계하여 연간 생산성 및 사료가치를 비교하기 위하여 수행하였다. 동계 사료작물인 이탈리안 라이그라스는 코윈어리 품종을 사용하였고, 하계 사료작물로 사료용 벼(영우)와 사료용 피(제주)를 이용하였다. 각각의 작물은 표준재배법을 이용하여 재배하였다. 이탈리안 라이그라스의 평균 초장은 90.6 cm, DM 수량은 7,681 kg/ha, CP 함량은 9.2%, TDN 함량은 63.8%였고, 하계 사료작물에 따른 차이는 나타나지 않았다. 하계 사료작물의 초장은 사료용 피가 사료용 벼 보다 높았고, 유의성이 인정되었다. 하계 사료작물의 DM, CP 그리고 TDN 수량은 사료용 벼가 사료용 피 보다 유의적으로 높게 나타났다. 하계 사료작물의 사료가치 또한 사료용 벼가 사료용 피보다 높게 평가되었다. 이상의 결과를 종합하여 볼 때 중부지역 논에서 사료작물 이모작 재배 시 동계 사료작물인 이탈리안 라이그라스와 연계한 하계 사료작물로써 수량성과 사료가치가 높았던 사료용 벼가 활용성이 높을 것으로 판단된다. 또한 노동력 절감 및 안전성 재배 측면에서 볼 때 사료용 피도 활용 가능성이 있을 것으로 사료된다. This study was evaluated to compare annual productivity and feed value of Italian ryegrass and summer forage crops at paddy field in middle region of Korea. Italian ryegrass (Kowinearly) was used as winter forage crop, and forage rice (Youngwoo) and barnyard millet (Jeju) were used as summer forage crops. Each crop was cultivated using the standard forage cultivation method. The plant height, dry matter yield, crude protein content, and total digestible nutrient content of Italian ryegrass were 90.6 cm, 7,681 kg/ha, 9.2%, and 63.8%, respectively, and it was no significant difference by summer forage crops (p>0.05). The plant height of summer forage crops was the higher in barnyard millet than in forage rice (p<0.05). The dry matter, crude protein, and total digestible nutrient yields of summer forage crops were the higher in forage rice than in barnyard millet (p<0.05). Also, the feed value of summer forage crops was higher in forage rice than in barnyard millet. In conclusion, the combination of Italian ryegrass-forage rice was the most effective cropping system for annual forage production with high-yield and high-feed value, and it was considered the combination of Italian ryegrass-barnyard millet was good cropping system for annual forage production through reducing labor and cultivating stable at paddy field in middle region of Korea.