• Title/Summary/Keyword: Cultivation region

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Pattern Analysis of Nonconforming Farmers in Residual Pesticides using Exploratory Data Analysis and Association Rule Analysis (탐색적 자료 분석 및 연관규칙 분석을 활용한 잔류농약 부적합 농업인 유형 분석)

  • Kim, Sangung;Park, Eunsoo;Cho, Hyunjeong;Hong, Sunghie;Sohn, Byungchul;Hong, Jeehwa
    • Journal of Korean Society for Quality Management
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    • v.49 no.1
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    • pp.81-95
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    • 2021
  • Purpose: The purpose of this study was to analysis pattern of nonconforming farmers who is one of the factors of unconformity in residual pesticides. Methods: Pattern analysis of nonconforming farmers were analyzed through convergence of safety data and farmer's DB data. Exploratory data analysis and association rule analysis were used for extracting factors related to unconformity. Results: The results of this study are as follows; regarding the exploratory data analysis, it was found that factors of farmers influencing unconformity in residual pesticides by total 9 factors; sampling time, gender, age, cultivation region, farming career, agricultural start form, type of agriculture, cultivation area, classification of agricultural products. Regarding the association rule analysis, non-conformity association rules were found over the past three years. There was a difference in the pattern of nonconforming farmers depending on the cultivation period. Conclusion: Exploratory data analysis and association rule analysis will be useful tools to establish more efficient and economical safety management plan for agricultural products.

Component Analysis and Comparison of Biological Activities of Salvia miltiorrhiza Bunge from Different Cultivation Regions (재배지역별 단삼의 성분 분석 및 생리활성 비교)

  • Yang, Eun Ju;Seon, Yoo Kyung;Seo, Ye-Seul;Shin, Bo Yeon
    • Journal of the Korean Society of Food Science and Nutrition
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    • v.46 no.8
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    • pp.929-936
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    • 2017
  • The purpose of this study was to compare the chemical components and biological activities of Salvia miltiorrhiza Bunge (SMB) from different cultivation regions (Gochang, Yeongyang, Jangheung, and China). Proximate compositions and contents of total polyphenols and flavonoids were measured. Depending on the cultivation region, proximate composition of SMB showed significant variations. Total polyphenol and total flavonoid contents were highest in Yeongyang SMB and Gochang SMB, respectively. We prepared hot water and 75% ethanol extracts of SMB from different cultivation regions and also investigated the biological effects of extracts on anti-oxidant, antibacterial, and anti-inflammatory activities. Extracts of Yeongyang SMB were the most effective at scavenging DPPH and ABTS free radicals, and hot water extract showed better scavenging activity than 75% ethanol extract. We observed that extracts of Yeongyang SMB exhibited the best antibacterial activity against Bacillus cereus, and 75% ethanol extract showed better antibacterial activity than water extract. Anti-inflammatory activities of SMB extracts from different cultivation regions were investigated through evaluation of their inhibitory effects on production of nitric oxide (NO) in lipopolysaccharides-induced RAW 264.7 cells. At $50{\mu}g/mL$, extract of China SMB showed the highest NO inhibitory activity of 34% among water extracts, and extract of Gochang SMB showed the highest NO inhibitory activity of 68% among 75% ethanol extracts. Salvianolic acid B level was the highest in extract of Yeongyang SMB with values of 110.59 mg/g for water extract and 111.93 mg/g for 75% ethanol extract.

Using IoT and Apache Spark Analysis Technique to Monitoring Architecture Model for Fruit Harvest Region (IoT 기반 Apache Spark 분석기법을 이용한 과수 수확 불량 영역 모니터링 아키텍처 모델)

  • Oh, Jung Won;Kim, Hangkon
    • Smart Media Journal
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    • v.6 no.4
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    • pp.58-64
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    • 2017
  • Modern society is characterized by rapid increase in world population, aging of the rural population, decrease of cultivation area due to industrialization. The food problem is becoming an important issue with the farmers and becomes rural. Recently, the researches about the field of the smart farm are actively carried out to increase the profit of the rural area. The existing smart farm researches mainly monitor the cultivation environment of the crops in the greenhouse, another way like in the case of poor quality t is being studied that the system to control cultivation environmental factors is automatically activated to keep the cultivation environment of crops in optimum conditions. The researches focus on the crops cultivated indoors, and there are not many studies applied to the cultivation environment of crops grown outside. In this paper, we propose a method to improve the harvestability of poor areas by monitoring the areas with bad harvests by using big data analysis, by precisely predicting the harvest timing of fruit trees growing in orchards. Factors besides for harvesting include fruit color information and fruit weight information We suggest that a harvest correlation factor data collected in real time. It is analyzed using the Apache Spark engine. The Apache Spark engine has excellent performance in real-time data analysis as well as high capacity batch data analysis. User device receiving service supports PC user and smartphone users. A sensing data receiving device purpose Arduino, because it requires only simple processing to receive a sensed data and transmit it to the server. It regulates a harvest time of fruit which produces a good quality fruit, it is needful to determine a poor harvest area or concentrate a bad area. In this paper, we also present an architectural model to determine the bad areas of fruit harvest using strong data analysis.

Agronomic Characteristics of A Promising Line Adaptable to Extremely Early Cultivation (벼 극조기 재배 적응 유망계통의 농업적 특성)

  • Lee, Jong-Hee;Oh, Seong-Hwan;Kim, Sang-Yeol;Cho, Jun-Hyeon;Lee, Ji-Yoon;Yeo, Un-Sang;Song, You-Chun;Choi, Kyoung-Jin;Park, Tae-Seon;Kang, Hang-Won;Lee, Hag-Dong
    • Korean Journal of Breeding Science
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    • v.42 no.4
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    • pp.407-412
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    • 2010
  • Recently, peoples are greatly concerned with global temperature change because global warming can be a potential serious effect on agriculture production such as yield reduction and poor grain quality. On the other hand, it can bring some beneficial effects through twice cultivation of rice in temperate region. In order to overcome this situation, we developed extremely early-maturing rice 'Milyang255' which heading date was similar with 'Jinbuolbyeo'. Based on agronomic characteristics of 'Milyang255', it has very short stature as 65 cm of culm length and slightly lower spikelets number per panicle compared with that of 'Jinbuolbyeo'. However, the grain appearance, palatability and other items were better than those of 'Jinbuolbyeo' in panel test of cooked rice. The milled rice yield of 'Milyang255' is 3.94 MT/ha at the early transplanting. Especially, its grain filling rate was higher and faster than Jinbuolbyeo and the head rice ratio in milled rice was also higher. Thus, 'Milyang255' can efficiently reduce the growth duration of rice cultivation and also be useful material for research on twice cultivation of rice in Korea.

Effects of Growth Period and Cumulative Temperature on Flowering, Ripening and Yield of Soybean by Sowing Times (파종시기별 생육일수 및 적산온도 변화가 콩의 개화, 등숙 및 수량에 미치는 영향)

  • Lee, Jae Eun;Jung, Gun Ho;Kim, Sung Kook;Kim, Min Tae;Shin, Su Hyeon;Jeon, Weon Tai
    • KOREAN JOURNAL OF CROP SCIENCE
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    • v.64 no.4
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    • pp.406-413
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    • 2019
  • The purpose of this research was to analyze the effect of different sowing times on the flowering and maturing of major soybean cultivars by varying day length and temperature in the central plain region. The average of growth period and cumulative temperature in five test cultivars by sowing times were 121 days and 2,972℃ on June 1, respectively and gradually decreased to 85 days, 2,042℃, respectively on July 20. Analysis of the flowering response according to the sowing times showed that flowering was greatly influenced by the decrease of photoperiod until the sowing on July 10, and the minimum number of days for flowering were 27 days, 36 days, respectively in early and mid-rate maturing type in the central plain region. Daepung 2 is classified to the same ecotype with Daewonkong, the total number of growing days was not different between two cultivars, but ripening period (R2-R6) was longer by 5 days and yield was higher by 11% in Daepung 2. The maturity rate was also high and safe enough to maintain more than 90% through the entire sowing times. This ecological characteristic can be usefully applied as a section index for breeding environmental stress resistant and high yielding soybean varieties. The yield of 4 domestic cultivars (except TI196944) sowing on July 20 were 85~92% levels compared to sowing on June 20.

Development of sweet potato double cropping system in the southern island area of Korea

  • Moon, Jin-Young;Shin, Jung-Ho;Song, Jae-Ki;Choi, Yong-Jo;Hong, Kwang-Pyo
    • Proceedings of the Korean Society of Crop Science Conference
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    • 2017.06a
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    • pp.267-267
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    • 2017
  • In Korea, the average air temperature has been elevated twice faster than the average global warming. And the climate warming is characterized by the smaller rise of air temperature in summer and the greater rise of air temperature in spring and winter. Therefore, the number of frost-free days to determine the cultivation ability of crops has increased by more than 15 days in 10 years according to climate warming. This climate warming trend has extended and is projected to extend not only the sweet potato growing season but also the sweet potato early cultivating area to higher altitude and latitude region. This study was carried out to evaluate the possibility of sweet potato double cropping in the southern island area of Korea by assessing the growth and yield performance of sweet potato cultivated at extremely-early and -late time. We had performed at Yokji Island Yokji Island($E128^{\circ}$ 18' $N34^{\circ}$ 36'), a representative specified complex area of sweet potato cultivation in southern Korea. As the test varieties, the major cultivars of the this region, Shinyulmi and early hypertrophic cultivars, Dahomi were used. The prior cropping were planted with PE film mulching on March 30 and April 10, and harvested after 110 days. So the succeeding cropping were planted without PE film mulching on July 25 and August 5 according to the harvesting time of the prior sweet potato and harvested after 120 days. As a control, it was harvested on September 15, 120 days after planted on May 15. Each experimental plot had an area of 12 square meters consisting of 4 beds, and was planted one at a time at intervals of 25cm. We had investigated growth characteristics - main vine length, node number, branch number, total vine yield, and tuberous root characteristics - tuberous root number, average weight, starch value, and etc. After harvesting, we analyzed the economic effects by examining the postharvest quantity, the input labor, the management cost, and the income. The total yield of marketable products in prior and succeeding cropping was 46~70% higher than that of control. The average unit price of sweet potato was 36% higher than the conventional culture, and the gross income increased by 98%, but the operating cost increased by 83%, and the farm income increased by 103%. There are considerations such as the difficulty of enlargement of cultivation area due to lack of labor in limited space and the need for watering measures due to spring drought. However, if the area of application for sweet potatoes double system is increased by 10%, it can be used as a new cropping system.

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Development of sweet potato double cropping system in the southern island area of Korea

  • Moon, Jin-young;Shin, Jung-ho;Song, Jae-ki;Choi, Yong-jo;Hong, Kwang-pyo
    • Proceedings of the Korean Society of Crop Science Conference
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    • 2017.06a
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    • pp.280-280
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    • 2017
  • In Korea, the average air temperature has been elevated twice faster than the average global warming. And the climate warming is characterized by the smaller rise of air temperature in summer and the greater rise of air temperature in spring and winter. Therefore, the number of frost-free days to determine the cultivation ability of crops has increased by more than 15 days in 10 years according to climate warming. This climate warming trend has extended and is projected to extend not only the sweet potato growing season but also the sweet potato early cultivating area to higher altitude and latitude region. This study was carried out to evaluate the possibility of sweet potato double cropping in the southern island area of Korea by assessing the growth and yield performance of sweet potato cultivated at extremely-early and -late time. We had performed at Yokji Island Yokji Island($E128^{\circ}$ 18' $N34^{\circ}$ 36'), a representative specified complex area of sweet potato cultivation in southern Korea. As the test varieties, the major cultivars of the this region, Shinyulmi and early hypertrophic cultivars, Dahomi were used. The prior cropping were planted with PE film mulching on March 30 and April 10, and harvested after 110 days. So the succeeding cropping were planted without PE film mulching on July 25 and August 5 according to the harvesting time of the prior sweet potato and harvested after 120 days. As a control, it was harvested on September 15, 120 days after planted on May 15. Each experimental plot had an area of 12 square meters consisting of 4 beds, and was planted one at a time at intervals of 25cm. We had investigated growth characteristics - main vine length, node number, branch number, total vine yield, and tuberous root characteristics - tuberous root number, average weight, starch value, and etc. After harvesting, we analyzed the economic effects by examining the postharvest quantity, the input labor, the management cost, and the income. The total yield of marketable products in prior and succeeding cropping was 46~70% higher than that of control. The average unit price of sweet potato was 36% higher than the conventional culture, and the gross income increased by 98%, but the operating cost increased by 83%, and the farm income increased by 103%. There are considerations such as the difficulty of enlargement of cultivation area due to lack of labor in limited space and the need for watering measures due to spring drought. However, if the area of application for sweet potatoes double system is increased by 10%, it can be used as a new cropping system.

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Study on the Characteristics of Growth, Yield, and Pharmacological Composition of Licorice (Glycyrrhiza uralensis Fisch.) in a Temperature Gradient Tunnel (온도구배터널에서 기온상승에 따른 만주감초의 생육, 수량, 약리성분 특성에 관한 연구)

  • Kim, Yong Il;Lee, Jeong Hoon;An, Tae Jin;Lee, Eun Song;Park, Woo Tae;Kim, Young Guk;Chang, Jae Ki
    • Korean Journal of Medicinal Crop Science
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    • v.27 no.5
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    • pp.322-329
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    • 2019
  • Background: Studies have suggested that the northern provinces of Gangwon-do are good sites for licorice (Glycyrrhiza uralensis Fisch.) cultivation in Korea, as they have similar temperatures to its original locations in northern China. However, poor growth and freezing injury are often reported in Korea. Therefore, it is necessary to reassess the domestic cultivation site of licorice. Methods and Results: To determine the optimum temperature for cultivating licorice, the growth, yield, and pharmacological characteristics of G. uralensis were assessed in a temperature gradient tunnel at Eumseong, Chungcheongbuk-do, Korea in 2017. Plant height increased until the temperature rose to $5.9^{\circ}C$ above the local external temperature. Yield (㎏/10a) increased by 46.9% when the growing temperature was $1.5^{\circ}C$ to $3.0^{\circ}C$ (T2) above the external temperature and by 72.6% when the growing temperature was $3.0^{\circ}C-4.5^{\circ}C$ (T3) above the external temperature. However, a difference of $4.5^{\circ}C-5.9^{\circ}C$ (T4) above the external temperature, decreased the yield by 9.8% compared to that at T2. The glycyrrhizin content of G. uralensis roots in each temperature band was 0.72%, 0.53%, 0.91%, and 0.84% (T1, T2, T3, T4), these differences appear to result form individual plant variation rather than growth temperature. Conclusions: Based on the results of this study, we estimate that the temperature-based optimum cultivation site for G. uralensis in Korea is the south central region, rather than the northern province of Gangwon-do. Improvement in growth and yield maybe observed if the plantations in the central Jecheon (Chungcheongbuk-do, Korea) are expanded into the south central region.

Changes in Growth and Productivity Characteristics by Sowing Date on Spring Sowing Rapeseed (Brassica napus L.) in Paddy Field of Southern Region of South Korea (남부지역 유채(Brassica napus L.) 논재배 봄파종 시 파종시기에 따른 생육 및 수량 특성 변화)

  • Kwon, Da-Eun;Kim, Kwang-Soo;Hwang, Eom-Ji;Park, Jin-Cheon;Lee, Ji-Eun;Lee, Yeong-Hoon
    • KOREAN JOURNAL OF CROP SCIENCE
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    • v.66 no.1
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    • pp.80-86
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    • 2021
  • The purpose of this study was to determine the optimal sowing date for the spring sowing cultivation of rapeseed (Brassica napus L.). To determine suitable rapeseed sowing dates for spring sowing cultivation, changes in growth, flowering characteristics, and seed production were investigated in Muan, South Korea between 2019 and 2020. 'Jungmo7001' is the suitable variety for spring sowing because of its early flowering characteristics, high seed yield, and the fact that it occupies the highest cultivation area in South Korea. When the yield of 'Jungmo7001' was investigated in 2019 and 2020, the highest yields recorded were 243 kg/10a in February 28, 2019, and 294 kg/10a in February 18, 2020. As a result, the optimal rapeseed seeding period is considered to be mid-to-late February in the southern region. There was no statistically significant difference in seed crude oil content. The content of oleic acid (C18:1) decreased, but that of linoleic acid (C18:2) and of linolenic acid (C18:3) increased significantly depending on the sowing date.

Principal Component Analysis of the Classification of Yacon Cultivation Areas in Korea (주성분 분석을 이용한 야콘의 재배지대 구분)

  • Kim, Su Jeong;Sohn, Hwang Bae;Hong, Su Young;Nam, Jung Hwan;Chang, Dong Chil;Kim, Ki Deog;Suh, Jong Taek;Koo, Bon Cheol;Kim, Yul Ho
    • KOREAN JOURNAL OF CROP SCIENCE
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    • v.62 no.2
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    • pp.149-155
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    • 2017
  • To establish cultivation areas for the stable production of yacon, this study investigated the productivity and functional component contents of yacon in eight regions of Korea from 2011 to 2013. The results of principal component analysis using these data were as follows. A survey of 16 agricultural traits and meteorological data in the eight yacon cultivation areas showed that five factors (average temperature, maximum temperature, minimum temperature, frost-free days, and fructooligosaccharide content) were highly significant at the p < 0.001 level. Among the 16 agricultural traits and meteorological data used in the main component analysis of yacon cultivation areas, approximately eight contributed to the first principal component, and approximately four contributed to each of the second and third principal components. In particular, factors related to productivity, fructooligosaccharide content, and temperature change were considered important criteria for the classification of cultivation areas. The cultivation areas were divided into three groups by principal component analysis. In Group I, containing the Jinbu and Bonghwa areas in the mid-highland region at 500-560 m above sea level, the product yield was the highest at 2,622-3,196 kg/10a, the fructooligosaccharide content was also the highest at 9.04-9.62%, and the mean temperature was $17.3-18.5^{\circ}C$. In Group II, the areas Suncheon, Okcheon, Yeoju, and Gangneung, at 20-180 m above sea level, had the lowest yield, relatively lower fructooligosaccharide content, and the highest temperature. The areas in Group III showed values intermediate between those of Group I and Group II. For the different yacon cultivation areas, the product quantity and fructooligosaccharide content differed according to the environmental temperature, and the temperature conditions and number of frost-free days are considered important indicators for cultivation sites. Therefore, in terms of producing yacon with high quality, cultivation at 500-560 m is considered to give a higher yield and functional fructooligosaccharide content.