• 한국농공학회논문집
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• 제65권6호
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• pp.15-22
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• 2023

In this study, We conduct a comparative study of deep learning-based classification of agricultural field attributes using Tagged Image File (TIF) and Enhanced Compression Wavelet (ECW) images. The goal is to interpret and classify the attributes of agricultural fields by analyzing the differences between these two image formats. "FarmMap," initiated by the Ministry of Agriculture, Food and Rural Affairs in 2014, serves as the first digital map of agricultural land in South Korea. It comprises attributes such as paddy, field, orchard, agricultural facility and ginseng cultivation areas. For the purpose of comparing deep learning-based agricultural attribute classification, we consider the location and class information of objects, as well as the attribute information of FarmMap. We utilize the ResNet-50 instance segmentation model, which is suitable for this task, to conduct simulated experiments. The comparison of agricultural attribute classification between the two images is measured in terms of accuracy. The experimental results indicate that the accuracy of TIF images is 90.44%, while that of ECW images is 91.72%. The ECW image model demonstrates approximately 1.28% higher accuracy. However, statistical validation, specifically Wilcoxon rank-sum tests, did not reveal a significant difference in accuracy between the two images.

• 생물환경조절학회지
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• 제28권3호
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• pp.243-254
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• 2019

본 연구에서는 전국을 대상으로 태양광에너지와 관련된 기상 및 지형 대리변수를 고려하여 태양광발전 시설에 대한 취약지역을 분석하였으며, GIS를 이용하여 공간분석을 통해 태양광발전 시설의 적정입지에 대한 평가용 지도를 개발하였다. 본 연구에서 최종적으로 개발된 태양광발전 시설에 대한 취약지도에서는 '취약단계 5(매우 취약)' 지역과 '취약단계 1(매우좋음)' 지역은 나타나지 않았다. '취약단계 4(취약)' 지역은 전라남도가 가장 크게 나타났으며, '취약단계3(보통)' 지역은 광주광역시, 전라북도, 충청북도 및 강원도 등 다수의 행정구역에서 높은 것으로 나타났다. '취약단계 2(좋음)' 지역은 대구광역시, 울산광역시 및 인천광역시 등이 높은 것으로 나타났다. 현재 운영되고 있는 태양광발전소 30곳을 비교 검토한 결과, 대부분 취약단계 2 및 3단계 지역에 위치하며, 상대적으로 태양광에너지가 적합한 지역에 위치함을 나타냈다. 하지만 본 연구의 한계점인 태양광발전소의 제한적인 자료량으로 인해 본 연구결과의 정확성을 명확하게 평가하기는 어렵다. 그럼에도 불구하고 본 연구에서는 GIS 공간분석 기법을 이용하여 다양한 기상 및 지형요소들을 고려하여 전국을 대상으로 태양광발전시설에 대한 취약지도 평가를 시도하였으며, 국내 전 지역에 대한 자료를 제시함으로써 태양광발전과 관련된 부분에 기초자료로 활용할 수 있을 것이다.

• 한국유기농업학회지
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• 제14권1호
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• pp.1-15
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• 2006

Asan city has many strengths, for examples, the distinction of innovation ability, several places with clean environmental resources, conventional-cultural resources and favorable conditions of location in regional agriculture development. But it has not devised the comprehensive development plan for regional agriculture that is integrating natural, cultural and industrial resources. So the plan linked with those resources should be to promoted to develop agricultural production, marketing and regional economy. And a development strategy is to have the system of agricultural independence within Asan. Namely, originality, identity and cooperative spirit in economic and social-cultural aspects of Asan agriculture are needed, which are a great help to settle agricultural issues in Asan itself And the governance system needs to be introduced that has the main bodies of Asan agriculture, so as to promote agricultural policy.

• International Journal of Industrial Entomology and Biomaterials
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• 제37권2호
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• pp.82-89
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• 2018

This study was carried out to understand phylogenetic relationships of the 30 mulberry cultivars converved in Korea based on the ITS rDNA region, and they were compared to 40 reference sequences from GenBank. The size and the G+C content of the ITS rDNA gene regions from the 30 Korean mulberry cultivars and 40 reference sequences varied from 612-630 bp and 58.19-61.62%, respectively. Based on the results of the comparative phylogenetic analysis of the ITS rDNA regions of the 30 Korean mulberry cultivars and 40 reference sequences, they were divided into three groups (Group 1, 2, and 3) and two subgroups (Group 1A and 1B within Group 1). The sequence lengths of the Korean mulberry cultivar numbers 1-26 and 27-30 were 615 bp and 616 bp, respectively. At 205 bp location of ITS1 rDNA region, the cultivar numbers 1-26 contain the nucleotide thymine but the cultivar numbers 27-30 contain the nucleotide adenine. In addition, the insertion of the nucleotide adenine at 206 bp location was found only in the four Korean mulberry cultivars (numbers 27-30). Based on these sequence information and phylogenetic result, the 30 Korean mulberry cultivars were identified as M. alba and M. australis. This study will contribute to the construction of genetic database constructions and accurate variety identifications for unidentified mulberry varieties in Korea.

• 한국농공학회:학술대회논문집
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• 한국농공학회 1998년도 학술발표회 발표논문집
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• pp.250-254
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• 1998

This paper shows how the environmental parameters(temperature, humidity) in the greenhouse are influenced by air movement produced by air circulation fans. When the fans were used, they could make indoor temperature and humidity homogenious, but there was no significant difference in the location and number of fans. When the fans were not used during the night time, there was no significant difference in the temperature and humidity, but the standard deviation was reduced by using the fans.

• 한국농공학회:학술대회논문집
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• 한국농공학회 1998년도 학술발표회 발표논문집
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• pp.192-197
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• 1998

An natural suitability evaluation of tourism farm was evaluated for Sabuk Myeon, Chunchon with considering natural location. In an evaluation of natural suitability, it was classified to the grade of one to four with evaluation items of stream, road accessibility, aspect, altitude, slope, soil drain, the present situation of land use, etc.

• 한국농공학회:학술대회논문집
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• 한국농공학회 2002년도 학술발표회 발표논문집
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• pp.69-72
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• 2002

The objectives of this study are to analysis structural characteristics of small scale vinyl house and to develope structural analysis program for optimum design. The variation of maximum section forces along the structural characteristics, location and number of purlin was analyzed in vinyl house. It was concluded that the developed structural analysis program could be used usefully for optimum design of small scale vinyl house.

• 한국농공학회:학술대회논문집
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• 한국농공학회 1999년도 Proceedings of the 1999 Annual Conference The Korean Society of Agricutural Engineers
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• pp.434-438
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• 1999

It was neede to know the amount of PAR to predict the growth of crops, and the quantity of total radiation to control the temperature by shading screen in the greenhouse. Experiments have been conducted to determine the correlation between the hourly PAR and total solar radiation the transmisson of PAR and total solar radiaiton oat canopy location, and the relationship between the illuminaance and total solar radiation. Additional experiments are needed to confirm thses experimental results.

• 한국작물학회:학술대회논문집
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• 한국작물학회 2004년도 춘계 학술대회지
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• pp.126-127
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• 2004

• 한국농림기상학회:학술대회논문집
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• 한국농림기상학회 2019년도 하계 학술발표초록집
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• pp.238-238
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• 2019