• Agribusiness and Information Management
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• 제9권1호
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• pp.7-17
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• 2017

Agricultural water management has gained enormous attention in the developing world to alleviate poverty, reduce hunger and conserve ecosystems in small-scale production systems of resource-poor farmers. The story of food security in the $21^{st}$ century in India is likely t o be closely linked to the story of water security. Today, the water resource is under severe threat. The past experiences in India in general and in Andhra Pradesh in particular, indicated inappropriate management of irrigation has led to severe problems like excessive water depletion, reduction in water quality, water logging, salinization, marked reduction in the annual discharge of some of the rivers, lowering of ground water tables due to pumping at unsustainable rates, intrusion of salt water in some coastal areas etc. Considering the importance of irrigation water resource efficiency, Krishna Western Delta (KWD) of Andhra Pradesh was purposively selected for this in depth study, as the farming community in this area are severely affected due to severe soil salinity and water logging problems and hence, adoption of different water saving crop production technologies deserve special mention. It is quite disappointing that, canals, tube wells and filter points and other wells could not contribute much to the irrigated area in KWD. Due to less contribution from these sources, the net area irrigated also showed declining growth at a rate of -6.15 per cent. Regarding paddy production, both SRI and semi-dry cultivation technologies involves less irrigation cost (Rs. 2475.21/ha and Rs. 3248.15/ha respectively) when compared to transplanted technology (Rs. 4321.58/ha). The share of irrigation cost in Total Operational Cost (TOC) was highest for transplanted technology of paddy (11.06%) followed by semi-dry technology (10.85%) and SRI technology (6.21%). The increased yield and declined cost of cultivation of paddy in SRI and semi-dry production technologies respectively were mainly responsible for the low cost of production of paddy in SRI (Rs. 495.22/qtl) and semi-dry (Rs. 532.81/qtl) technologies over transplanted technology (Rs. 574.93/qtl). This clearly indicates that, by less water usage, paddy returns can be boosted by adopting SRI and semi-dry production technologies. Both the system-level and field-level interventions should be addressed to solve the issues/problems of water management. The enabling environment, institutional roles and functions and management instruments are posing favourable picture for executing the water management interventions in the State of Andhra Pradesh in general and in KWD in particular. This facilitates the farming community to harvest good crop per unit of water resource used in the production programme. To achieve better results, the Farmers' Organizations, Water Users Associations, Department of Irrigation etc., will have to aim at improving productivity per unit of water drop used and this must be supported through system-wide enhancement of water delivery systems and decision support tools to assist farmers in optimizing the allocation of limited water among crops, selection of crops based on farming situations, and adoption of appropriate alternative crops in drought years.

• 생물환경조절학회지
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• 제5권2호
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• pp.174-186
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• 1996

This study was carried out in order to understand the plan, design, constructing and actual condition of management of modernized horticultural facilities in Kyungpook Province which had been constructed from 1992 to 1995 funded by Government support. The aim of this study is to provide reference data for success of the forth project. It was performed by making up a question about driving of project and management condition of equipment after constructing. The results obtained from this study are as follows: 1. 73.5% of facilities horticulture farmhouse recognized that the prospect of greenhouse is bright, but 92.5% of the farmhouse also recognised that they need technical consultation on protected horticulture farming. Therefore, technical educations would must be enhanced about foundation of greenhouse and cultivation technique. 2. The holding times of explanatory meetings, cause of understanding to farmhouse, were one or two times in greenhouse construction, and 62.5% of the farmhouse expressed the insufficiency at the explanation and educational data. For this reason, it was judged that the construction contract had been delayed more than 5 months in 49.3% of the farmhouse after the decision of project budget. 3. In constructing after a contract, the rates of construction delay is 53.4% and defect occurrence is 41.1%. The biggest reasons of construction delay was insufficiency of worker and materials supply. Each percentage is 29.1%. And the reason of defect occurrence is badness of machinery equipment(62.9% ). 4. In management of greenhouse, a pipe-constructed plastic film greenhouse changes plastic film every one and three years because of sticking dust on plastic film. It was needed to about in cleaning technique of coverings. Because that used 3-5 years only half of the expected life span. 5. The order of broken rating in the subsidiary equipment is like this lollop ventilator (42.8%), a general control system(33.3%) especially, in the case of a general control system, the rate of all family can control is 52.7%. so, it is time to develop easy control equipment which every one could use as soon as possible. 6. When choose heat generator as decide capacity, the most priority is the mount of heat generator the percent is 45.5% heat generator and as decide model, the private purchase's percent is 77.3%. It is higher than a public bidding heat generator the percent is 22.7% heat generator when it compare with a public bidding. In the case of $CO_2$ generator, using rate is only 19.0%. The using rate is very low, so it needs education how to use depends on the way of the subsidiary equipment. 7. In the case of seedlings, it is asked to use factory-processed seedling effectively. because it's difficult to get security of labors(58.8%), hoped crops (55.9%) access same crops(29.4%) much more and changing of crops depends on market situation. that is the main reason the lack of knowhow.

• 응용통계연구
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• 제35권4호
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• pp.543-552
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• 2022

서리는 표면 근처의 공기의 이슬점 온도가 빙점 이하일 때 수증기가 승화, 응축되어 땅이나 물체에 얼게 되는 작은 얼음 결정체이다. 서리가 내리면 농작물이 직접 피해를 입는다. 농작물이 낮은 온도에 접촉하면 조직이 얼어서 세포막이나 엽록체가 딱딱해지고 파괴되거나 건조한 세포가 죽습니다. 2020년 7월, 세계 최대 커피 생산국인 브라질 미나스제라이스 주에 갑작스러운 영하의 날씨와 서리가 내려 지역 커피 나무의 약 30%가 피해를 입었다. 이로 인해 피해로 커피값이 크게 올랐고, 피해가 심각한 농가는 농작물이 회복되기까지 3년이 걸리기 때문에 2024년에야 커피를 생산할 수 있다. 본 논문에서는 심한 서리가 내리는 것을 방지하기 위해 기상청이 제공하는 서리 발생 데이터와 기상관측 데이터를 이용해 서리를 예측하려고 했다. 관측 지점의 고도 및 풍속, 온도, 습도, 강수량, 흐림 등의 기상 요인을 반영하여 모델을 구축하였다. XGB, SVM, Random Forest, MLP 모델을 사용하여 다양한 하이퍼 파라미터를 학습 데이터로 적용하여 각 모델에 가장 적합한 모델을 선택하였다. 마지막으로, 결과는 테스트 데이터에서 정확도(acc)와 중요 성공 지수(CSI)로 평가되었다. XGB는 90.4%의 acc와 64.4%의 CSI로 다른 모델에 비해 최고의 모델이었고, SVM은 89.7%의 acc와 61.2%의 CSI로 그 뒤를 이었다. 랜덤 포레스트와 MLP는 약 89%의 acc와 약 60%의 CSI로 비슷한 성능을 보였다.

• KDI Journal of Economic Policy
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• 제12권3호
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• pp.3-26
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• 1990

1990년대에 들어 한국(韓國)의 미곡시장(米穀市場)은 대내외적(對內外的)으로 새로운 변화를 겪고 있다. 대외적(對外的)으로는 "우루과이라운드" 및 쌍무협정을 통해 대외개방(對外開放)과 생산보조금(生産補助金)의 감축에 대한 압력에 직면해 있고, 대내적(對內的)으로도 쌀소비의 감소(減少)로 1989년부터는 정부수매가격(政府收買價格)이 도매가격(都賣價格)을 상회하는 구조적(構造的)인 문제가 나타났다. 이러한 가격역전현상(價格逆轉現象)은 민간상인(民間商人)의 재고기능(在庫機能), 계절적(季節的) 가격안정기능(價格安定機能), 유통기능(流通機能)을 위축시키며, 정부재정(政府財政)에 주는 부담을 기하급수적으로 증가시킬 뿐만 아니라 미곡시장(米穀市場)의 가격구조(價格構造) 및 유통과정(流通過程)을 왜곡시키고 있다. 따라서 미가지지정책(米價支持政策)을 통환 증산(增産)보다는 농촌생활기반조성(農村生活基盤造成) 및 농업구조조정(農業構造調整)으로의 전환(轉換)이 필요하다. 그러나 농민들의 농업정책(農業政策)에 대한 불신, 농업기반(農業基盤)의 취약성, 그리고 정치적인 역학관계를 고려할 때 정부(政府)의 일방적인 지시보다는 농민이 선택할 수 있는 대안(代案)을 제시함이 바람직하며, 점진적인 구조개선(構造改善)이 필요하다고 생각된다. 이 논문에서는 전환기에 처한 한국(韓國) 미곡시장(米穀市場) 현황(現況) 대한 경제적(經濟的) 분석(分析)과 사회적(社會的) 비용(費用) 및 마찰(摩擦)을 최소화(最小化)하며 대내외(對內外) 환경변화에 적응할 수 있는 정책대안(政策代案)을 제시하고자 한다.

• 대한원격탐사학회지
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• 제38권6_1호
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• pp.1489-1503
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• 2022

드론(drone)과 센서(senor) 적용기술은 농업분야 작물의 성장 정보에 대한 디지털화를 가능하게 하면서 정밀농업 발전을 한층 가속화하고 있다. 이 기술은 자연재해 발생시 농작물 피해량 산정을 가능하게 하고, 현장 방문조사로 진행되고 있는 농작물재해보험 평가방법의 과학화에 기여할 수 있다. 본 연구는 콩을 대상으로 드론 기반 RGB영상을 취득하여 추출된 식생지수로 도복피해율을 산정하는 방법을 개발하고자 하였다. Support Vector Classifier (SVC) 분류 모델은 Crop Surface Model (CSM) 기반의 도복피해율에 식생지수를 추가하여 식생지수 적용성을 검토하였다. 식생지수 중 Visible Atmospherically Resistant Index (VARI), Green Red Vegetation Index (GRVI) 기반 콩의 도복피해율 분류 정확도는 각각 0.709, 0.705로 높은 분류정확도를 나타내었다. 연구 결과, 드론 기반 RGB 영상은 도복피해율 산정에 매우 유용한 도구로 활용 가능하다는 점을 확인할 수 있었다. 본 연구에서 얻어진 결과는 이상기후로 인한 광역 지역 자연재해에 대한 도복피해 산정 시 Sentinel-2, RapidEye 위성과 더불어 2025년 발사 예정인 농림업중형위성 영상과 연계해 활용 가능할 것으로 기대된다.

• 한국농공학회논문집
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• 제61권5호
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• pp.49-55
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• 2019

This study attempted to investigate the changes in the perception of local government officials about agricultural infrastructure improvement projects due to the financial policy changes. A total of 141 local government officials were surveyed on the priority, the current status of the agricultural infrastructure improvement projects. Irrigation facilities renovation project and Small drainage improvement project had generally high priority, while Support project of cultivation basis for upland crops in paddy, Large scale land readjustment project, and Upland infrastructure improvement project had low priorities. After the introduction of the block grant system, agricultural infrastructure improvement projects had often been conducted by collecting opinions from local residents. The officials in charge of local governments recognized that the agricultural infrastructure improvement projects were reduced due to lack of financial resources and project potential sites. In response to the changes in the agricultural infrastructure improvement projects, most of the surveys showed that the influence of cities and provinces was strengthened. In addition, respondents most needed to improve the subsidy rate and there were a large number of cases requiring differential support to meet the characteristics of the local government. Therefore, it will be necessary to present a new perspective on the agricultural infrastructure improvement projects and to suggest differentiated projects for each regions.

• 대한원격탐사학회지
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• 제40권1호
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• pp.93-101
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• 2024

Accurate field crop classification is essential for various agricultural applications, yet existing methods face challenges due to diverse crop types and complex field conditions. This study aimed to address these issues by combining support vector machine (SVM) models with multi-seasonal unmanned aerial vehicle (UAV) images, texture information extracted from Gray Level Co-occurrence Matrix (GLCM), and RGB spectral data. Twelve high-resolution UAV image captures spanned March-October 2021, while field surveys on three dates provided ground truth data. We focused on data from August (-A), September (-S), and October (-O) images and trained four support vector classifier (SVC) models (SVC-A, SVC-S, SVC-O, SVC-AS) using visual bands and eight GLCM features. Farm maps provided by the Ministry of Agriculture, Food and Rural Affairs proved efficient for open-field crop identification and served as a reference for accuracy comparison. Our analysis showcased the significant impact of hyperparameter tuning (C and gamma) on SVM model performance, requiring careful optimization for each scenario. Importantly, we identified models exhibiting distinct high-accuracy zones, with SVC-O trained on October data achieving the highest overall and individual crop classification accuracy. This success likely stems from its ability to capture distinct texture information from mature crops.Incorporating GLCM features proved highly effective for all models,significantly boosting classification accuracy.Among these features, homogeneity, entropy, and correlation consistently demonstrated the most impactful contribution. However, balancing accuracy with computational efficiency and feature selection remains crucial for practical application. Performance analysis revealed that SVC-O achieved exceptional results in overall and individual crop classification, while soybeans and rice were consistently classified well by all models. Challenges were encountered with cabbage due to its early growth stage and low field cover density. The study demonstrates the potential of utilizing farm maps and GLCM features in conjunction with SVM models for accurate field crop classification. Careful parameter tuning and model selection based on specific scenarios are key for optimizing performance in real-world applications.

• 한국작물학회:학술대회논문집
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• 한국작물학회 2001년도 추계 학술대회지
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• pp.34-58
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• 2001

Within the paper, an overview of organic farming in Europe countries is given and the Principle and skills of organic agriculture is shortly reported with special regard to Germany. The overview information on European organic farming is covered such as (1)development of organic farming, (2) organic farming organizations, (3)standards and certification, (4)implementation of EU council regulation, (5)state support, (6)implementation of Agenda 2000, (7)training and education, (8)advisory service and research situation. In the paper the principle and skills for organic farming which are practiced actually in the German organic farms is also reported. How to maintain and increase the fertility and microbiological activity of the soil by (1)cultivation of legumes, green manures or deep-rooting crops in multi-annual rotation system, (2)incorporation in the soil organic material, by-products from livestock farming is one of the major principle to organic crop production. Pest and diseases and weeds are controlled by any one, or a combination of the following measure; (1) choice of appropriate species and varieties, (2)appropriate rotation programs, (3)mechanical cultivation, (4)protection of natural enemies of pests through provision of favourable habitat and ecological buffer zone, (5)diversified ecosystems, (6)flame weeding, (7)natural enemies, (8)bio-dynamic preparations, (9)mulching and mowing, (10)grazing of animals, (11)mechanical controls, (12)steam sterilization.

• 한국유기농업학회지
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• 제8권1호
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• pp.49-67
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• 1999

This paper focussed to find out the consumer appraisement and purchase consciousness on organically grown products since public pay more and more attention on organic food and market for organic products has been grown very rapidly. It is intended to deliver the necessary information at first time in Korea to the policy maker for environmentally sound agriculture, establishment for marketing strategy and consumer movement related with it. 66.2% of investigated consumer ever purchased the organic products, and they are inhabitant in apartment complex, belongs to high income group and eldly people, and used to buy frequently at 45.8%. For the reason why they choose the organic products ; 84.7% for health and safe, 48.6% for taste. But the reason why they not choose the organic products ; 56.7% for unconvenient to shop an organic food, 51.4% for expensiveness. On the purchasing the consumer mainly rely upon the certification label(67%), the marketing place(29.6%) and information and recommendation of shopkeeper(23.6%). Korean consumers intend to buy an organic products if variable products and crops are offered in the market and offered at reduced price. The group purchased intensively the organic goods appraise for an organic products positively, and group who do not express any careless intend never to purchase an organically grown products because of its high price. Consumer indicated the support policy and action program by government(69.2%), research & development on organic agriculture and its extension activity(48.8%) are necessary to stimulate an organic agriculture in Korea.

• 한국유기농업학회지
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• 제9권4호
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• pp.71-93
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• 2001

Within the paper, an overview of organic farming in Europe countries is given and the Principle and skills of organic agriculture is shortly reported with special regard to Germany. The overview information on European organic forming is covered such as \circled1 development of organic farming, \circled2organic farming organizations, \circled3standards and certification, \circled4implementation of EU council regulation, \circled5state support, \circled6implementation of Agenda 2000, \circled7training and education, \circled8advisory service and research situation. In the paper the principle and skills for organic farming which are practiced actually in the German organic farms is also reported. How to maintain and increase the fertility and microbiological activity of the soil by \circled1cultivation of legumes, green manures or deep-rooting crops in multi-annual rotation system, \circled2incorporation in the soil organic material, by-products from livestock farming is one of the major principle to organic crop production. Pest and diseases and weeds are controlled by any one, or a combination of the following measure ; \circled1choice of appropriate species and varieties, \circled2appropriate rotation programs, \circled3mechanical cultivation, \circled4protection of natural enemies of pests through provision of favourable habitat and ecological buffer zone, \circled5diversified ecosystems, \circled6flame weeding, \circled7natural enemies, \circled8bio-dynamic preparations, \circled9mulching and mowing, \circled10grazing of animals, ⑪mechanical controls, ⑫steam sterilization.