• Title/Summary/Keyword: 용휴면

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Predicting the Pre-Harvest Sprouting Rate in Rice Using Machine Learning (기계학습을 이용한 벼 수발아율 예측)

  • Ban, Ho-Young;Jeong, Jae-Hyeok;Hwang, Woon-Ha;Lee, Hyeon-Seok;Yang, Seo-Yeong;Choi, Myong-Goo;Lee, Chung-Keun;Lee, Ji-U;Lee, Chae Young;Yun, Yeo-Tae;Han, Chae Min;Shin, Seo Ho;Lee, Seong-Tae
    • Korean Journal of Agricultural and Forest Meteorology
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    • v.22 no.4
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    • pp.239-249
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    • 2020
  • Rice flour varieties have been developed to replace wheat, and consumption of rice flour has been encouraged. damage related to pre-harvest sprouting was occurring due to a weather disaster during the ripening period. Thus, it is necessary to develop pre-harvest sprouting rate prediction system to minimize damage for pre-harvest sprouting. Rice cultivation experiments from 20 17 to 20 19 were conducted with three rice flour varieties at six regions in Gangwon-do, Chungcheongbuk-do, and Gyeongsangbuk-do. Survey components were the heading date and pre-harvest sprouting at the harvest date. The weather data were collected daily mean temperature, relative humidity, and rainfall using Automated Synoptic Observing System (ASOS) with the same region name. Gradient Boosting Machine (GBM) which is a machine learning model, was used to predict the pre-harvest sprouting rate, and the training input variables were mean temperature, relative humidity, and total rainfall. Also, the experiment for the period from days after the heading date (DAH) to the subsequent period (DA2H) was conducted to establish the period related to pre-harvest sprouting. The data were divided into training-set and vali-set for calibration of period related to pre-harvest sprouting, and test-set for validation. The result for training-set and vali-set showed the highest score for a period of 22 DAH and 24 DA2H. The result for test-set tended to overpredict pre-harvest sprouting rate on a section smaller than 3.0 %. However, the result showed a high prediction performance (R2=0.76). Therefore, it is expected that the pre-harvest sprouting rate could be able to easily predict with weather components for a specific period using machine learning.

Reliability of the Agro-climatic Atlases Based on the 30-Year Average Climate Data (평년 평균기후자료 기반 농업기후도의 신뢰도)

  • Kim, Jin-Hee;Kim, Dae-jun;Kim, Soo-ock
    • Korean Journal of Agricultural and Forest Meteorology
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    • v.19 no.3
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    • pp.110-119
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    • 2017
  • The agroclimatic indices are produced by statistical analysis based on primary climate data (e.g., temperature, precipitation, and solar irradiance) or driving agronomic models. This study was carried out to evaluate how selection of daily temperature for a climate normal (1983-2012) affected the precision of the agroclimatic indices. As a first step, averaged daily 0600 and 1500 LST temperature for a climate normal were produced by geospatial schemes based on topo-climatology ($365days{\times}1$ set, EST normal year). For comparison, 30 years daily temperature data were generated by applying the same process ($365days{\times}30sets$), and calculated mean of daily temperature (OBS normal year). The flowering date of apple 'Fuji' cultivar, the last frost date, and the risk of late frost were estimated based on EST normal year data and compared with the results from OBS normal year. The results on flowering date showed 2.9 days of error on average. The last frost date was of 11.4 days of error on average, which was relatively large. Additionally, the risk of the late frost was determined by the difference between the flowering and the last frost date. When it was determined based on the temperature of EST normal year, Akyang was classified as a risk area because the results showed that the last frost date would be the same or later than the flowering date in the 12.5% of area. However, the temperature of OBS normal year indicated that the area did not have the risk of a late frost. The results of this study implied that it would be necessary to reduce the error by replacing the EST method with the OBS method in the future.

Germinability, Morphological Development during Germination and Anatomical Observation Gentiana scabra Bunge var. buergeri Max. (자생 용담의 발아성 및 발아과정 중의 형태 형성과 조직의 해부학적 관찰)

  • Son, Byung-Gu;Choi, Young-Hwan;An, Jong-Gil;Cho, Dong;Kang, Jum-Soon;Jung, Yong-Mo;Kwon, Oh-Chang
    • Journal of Life Science
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    • v.9 no.2
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    • pp.127-135
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    • 1999
  • Gentiana scabra Bunge var buergeri Max, can be widely used such as cut-flower, ornamental and medicinal plant among the native plants. Microscopic and Scanning electron microscopic observation plant were carried out to estimates the characteristics correlated with germinability and germination process, and the results were as follows. The seeds were germinated just after harvest, and it means that there is no or little dormancy of the seeds. Matured seeds showed higher germinability than those of immatured. As the storage period was longer, immatured seeds showed shorter longevity than those of matured. The average longevity was about 190 days. According to the observation results of morphological changes during the germination, seed coat was expanded with water absorption immediately after seeding, and radicals were observed 2 days after seeding. Root hairs were formed behind the growing tip of the root on 4 days after seeding and cotyledon were unfolded on 6 days after seeding. In the microscopic observation of leaf tissues, it could be easily distinguished between midrib, and leaf blade, and also observed upper epidermis, palisade parenchyma and spongy parenchyma consisted as a sing1e layer. Palisade parenchyma was consisted of a single layer of cell. Stomata were restricted lower surface, arranged as anamocytic type, and surrounded by guard cells. In the microscopic anatomy of stem were consisted of cortical layer, forming a single layer of epidermis and parenchyma, and vascular bundle which was consisted of continuous cylinder of vascular tissues.

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High Frequency Somatic Embryogenesis and Plant Regeneration from Cultured Immature Seeds of Ostericum koreanum Kitagawa and Angelica purpuraefolia Chung (강활(Ostericum koreanum)과 지리강활(Angelica purpuraefolia)의 미숙종자로부터 고빈도의 체세포배 발생과 식물체 재분화)

  • 최은경;박학봉
    • Korean Journal of Plant Tissue Culture
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    • v.22 no.5
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    • pp.299-306
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    • 1995
  • The objective of this study is to establish an efficient celll culture system for somatic embryogenesis in Ostericum koreanum and Angelica purpuraefolia. The highest frequency of embryogenic callus on immature seeds of O. konanum and A, purpuraefolia. was obtained when seeds were cultured on MS medium containing 0.1 mg/L 2,4-D and 0.1 mg/L BA. However somatic embryos were formed directly from the edge of cotyledon and hypocotyl of plant which regenerated on medium supplemented with 0.1-3.0 mg/L NAA. Immature seed explane cultured at 25$\pm$2$^{\circ}C$ after 10 days treatment at 5$^{\circ}C$ produced embryogenic callus and somatic embryos, and these differentiated into whole plane. Addition of glutamine and coconut milk to media did not enhance the frequency of somatic embryogenesis in immature seed cultures of A. purpuraefolia. However in immature seed culture of O. koreanum, the frequency of somatic embryogenesis were increased on media supplemented with glutamine and 10% coconut milk. Especially addition of glutamine to the medium substituted effect of NH$_4$N0$_3$ in constast to coconut milk. The highest frequency of conversion somatic embryos into plantlet was 89.1% on MS basal medium Embryogenic calli were grown vigorously when maintained on medium with 0.01 mg/L 2,4-D and 0.01 mg/L BA.

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Comparison of the Colony Development of the Bumblebees, Bombus terrestris Produced from Domestic and Foreign Bumblebees Companies (국내 및 국외 뒤영벌 생산업체별 서양뒤영벌(Bombus terrestris)의 봉세발달 비교)

  • Yoon, Hyung-Joo;Kim, Ji-Yeong;Lee, Kyeong-Yong;Lee, Sang-Beom;Park, In-Gyun;Noh, Si-Kab
    • Korean journal of applied entomology
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    • v.47 no.1
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    • pp.95-100
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    • 2008
  • We compared colony development and survival rate after artificial hibernation between the bumblebees, Bombus terrestris, produced from domestic and foreign companies. The number of worker and queen produced from foundation colony of three domestic and one foreign companies was 232.4-270.8 and 62.0-181.8, respectively, but there was no statistical difference. In colony development of B. terrestris queens which were terminated diapause by $CO_2$ narcosis at different companies, oviposition rate, colony foundation and progeny-queen production of bumblebees produced from domestic companies were superior to those from foreign company. But foreign company in the number of worker and queen was superior to domestic companies. On the other hand, survival rate and colony development of B. terrestris queens, which were terminated diapause by artificial hibernation at three domestic and two foreign companies, were no significant differences. These results indicate that oviposition, colony foundation, progeny-queen production, and survival rate after artificial hibernation showed no differences between the bumblebees produced from domestic and foreign companies.

Feed Evaluation, Germination and Early Growth of Puccinellia coreensis Honda and P. nipponica Ohwi as affected by Salt Concentration (갯겨이삭, 갯꾸러미풀의 조사료 평가와 발아 생리 및 염농도별 초기생육)

  • Kim, Young-Doo;Park, Tae-Ill;Chae, Jae-Suk;Chang, Young-Sun;Park, Keun-Yong
    • KOREAN JOURNAL OF CROP SCIENCE
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    • v.40 no.3
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    • pp.269-277
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    • 1995
  • This experiment was conducted to study on forage utility of native grasses in polderland for salt tolerance plant selection and good feed with collection and evaluation. As the result of investgate, it was carried out feed evaluation, germination physiology and early growth at the different salt content of Puccinellia coreesis Honda and P. nipponica Ohwi from May 1993 to June 1994. Germination physiology of the grasses was light and low temperature favored optimum germination temperature was 1$0^{\circ}C$, germination period was 30 days. Dormancy awakening was needed wet and high temperature condition with 1~3 days storage. Germination rate increased 18.0% of P. coreensis and 39.0% of P. nipponica than those of non treatments. Early growth condition of different salt content was good also at in 1.00% and 0.50% levels of P. coreensis and P. nipponica. Crude protein content was 8.4% at P. coreensis, 7.1% at P. nipponica and 10.3% of Italian ryegrass, and NFE content was arrangement in order of P. coreensis, Italian ryegrass and P. nipponica. TDN content was not different between P. coreensis, P. nipponica and Italian ryegrass. Also P. coreensis and P. nipponica have a good taste for cattle as same as other crops.

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Occurrence characteristics and management plans of Lactuca scariola L., an ecosystem disturbance plant (생태계교란식물 가시상추의 발생특성과 관리방안)

  • In-Yong Lee;Seung-Hwan Kim;Yong-Ho Lee;Sun-Hee Hong
    • Korean Journal of Environmental Biology
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    • v.40 no.3
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    • pp.239-246
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    • 2022
  • Lactuca scariola L. is one of ecosystem-disturbance plants that grow everywhere such as roadsides, grasslands, railroads, banks, and fields. L. scariola usually occurs in autumn. It overwinters in rosette form. It flowers and produces seeds in early summer of the next year. Seeds of L. scariola can germinate immediately without dormancy when the temperature is over 20℃. Due to endogenous bacteria in seeds of L. scariola, it has a strong drought tolerance. Thus, it can grow well on roadsides. L. scariola should be controlled as it can result in 60-80% of soybean yield loss at densities above 50 plants m-2. It is advisable to remove L. scariola as it competes with native plants by acting as a pioneer to other ecosystem-disturbance plants. Among various control methods, chemical control is the most effective method that is widely used. Soil treatment with herbicides such as oxyfluorfen EC and pendimethalin EC can inhibit the development of L. scariola. Foliar treatment herbicides glyphosate and glufosinateammonium are widely used. L. scariola is resistant to 2,4-D, dicamba, and MCPA among foliar treatment herbicides. Thus, it is recommended to apply herbicides with different modes of action.

Investigation of Several Conditions for Efficient Cultivation of Two Native Medicinal Plants (자생 약용식물 2종의 효율적인 재배를 위한 적정 조건 구명)

  • Soyeon Park;Kyungtae Park;Jihun Lee;Bo-Kook Jang;Cheol Hee Lee;Ju-Sung Cho
    • Proceedings of the Plant Resources Society of Korea Conference
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    • 2022.09a
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    • pp.43-43
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    • 2022
  • 우리나라의 많은 자생식물은 약용 및 관상용으로 이용되어 안정적인 공급을 위해서는 적절한 재배 조건에 대한 정보가 필요하다. 본 연구에 사용된 비수리[Lespedeza cuneata (Dum.Cours.) G.Don]와 제비쑥(Artemisia japonica Thunb.)은 각 야관문과 모호라는 이름으로 불리며 약용자원으로서 가치가 높은 식물이나 적정 재배조건에 대한 정보가 부족하다. 따라서 효율적인 재배 조건을 제시하기위해 재배 시 토양, 차광, 추비가 식물의 생육에 미치는 영향을 비교하였다. 실험에 사용된 식물의 종자는 2022년 국립생물자원관에서 분양 받았다. 두 종의 종자를 페트리디시에 파종한 후 15, 20, 25, 30℃(명 또는 암조건)과 25/15℃(16/8h, 명/암) 조건에 파종하여 발아 및 휴면 여부를 확인하였다. 재배 실험은 유리온실에서 원예용상토에 파종한 다음 비수리는 4주, 제비쑥은 6주 동안 생육시킨 균일한 묘를 각 지름 7, 9cm 포트에 이식하여 실험에 사용하였다. 토양실험은 원예상토와 마사토의 비율을 각 1:1, 2:1 및 3:1로 혼합하여 사용하였으며, 차광조건은 무차광, 55, 75%로 설정하였다. 추비 조건은 500 및 1,000ppm 하이포넥스 용액을 재배 6주 후 2주 간격으로 총 3회 엽면시비 하였으며, 원예상토 단용을 모든 실험의 대조구로 사용하였다. 발아실험결과, 비수리는 광조건의 모든 온도에서 발아하였으며, 암조건에서도 유사한 결과를 보였다. 반면 제비쑥은 20℃ 이하의 광조건에서 발아율이 유의적으로 감소하는 경향이었으며, 암조건에서는 모든 온도에서 발아율이 저조하였다. 재배조건 실험 결과, 두 식물 모두 원예상토와 마사토를 3:1로 혼합한 토양이 가장 생육에 적합하였으며, 1,000ppm의 하이포넥스로 추비 처리시 생육이 촉진되었다. 반면 모든 차광조건에서는 식물의 생육이 부진한 모습을 보여, 생육에 부정적인 영향을 주었다.

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Comparison of Green Color Retention of Zoysiagrass and Cool-season Grass under Multilayer System, USGA System, and Mono-layer System of Sports Field (스포츠용 다단구조, USGA구조 및 약식구조 지반에서 한국잔디 및 한지형 잔디의 녹색기간 비교)

  • Kim, Kyoung-Nam
    • Horticultural Science & Technology
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    • v.34 no.2
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    • pp.342-353
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    • 2016
  • This study was initiated to evaluate green color retention under three different soil systems. Several turfgrasses were evaluated in multi-layer, USGA, and mono-layer systems. Turfgrass entries were comprised of three cultivars of Korean lawngrass (Zoysia japonica Steud.) as warm-season grass (WSG) and three blends and three mixtures of Kentucky bluegrass (KB, Poa pratensis L.), perennial ryegrass (PR, Lolium perenne L.), and tall fescue (TF, Festuca arundinacea Schreb.) as cool-season grass (CSG). Significant differences were observed in visual turf color and green color retention among soil systems and turfgrasses. Both the multi-layer and USGA systems were highly associated with better color ratings and longer color retention, as compared with the mono-layer system. Seasonal variation of visual turf color greatly occurred from late December to early spring. CSG exhibited longer color retention than did WSG. The latter maintained green color for approximately 6 months, regardless of the soil system. Spring green-up of Korean lawngrass occurred from early to middle May, while it underwent discoloration from late October to early November. Among the CSGs green-up occurred between early March and early April and leaf color was maintained until middle December to early February. Therefore, the CSGs were green for 8.5 to 11 months, depending on turfgrass and soil system. The mean period of green color duration across all soil systems was approximately 10-11, 9-10 and 8.5-9.0 months for PR, KB and TF, respectively. As for the CSG mixtures, the greater the proportion of PR, the longer the green color retention, while the higher the proportion of TF, the shorter the color retention. There was greater variation in green color duration among the CSGs than the WSGs. Across soil systems, color retention differences of 2 to 6 days were observed for the Korean lawngrass, but 7 to 36 days for the CSGs. These results demonstrate that green color retention varied greatly according to soil systems and also among turfgrasses. Selections of turfgrass and soil system should be made using a concept-oriented approach, when establishing garden, park, soccer field, golf course and other sports field. Information obtained in this study can be used to select soil systems and turfgrasses based on the expected degree of leaf color retention.

Monitoring Technique of Pumpkin Fruit Flies Using Terpinyl Acetate-Protein Diet Lure and Development of Its Spraying Formulation for The Fly Control (Terpinyl acetate-단백질먹이 유인제를 이용한 호박과실파리류 연중발생 모니터링 기술 및 살포용 방제 제형 개발)

  • Kim, Yonggyun;Ahn, Jeong Joon
    • Korean journal of applied entomology
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    • v.59 no.1
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    • pp.15-22
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    • 2020
  • Two tephritid fruit flies are infesting pumpkins in Korea. Both are classified into genus of Zeugodacus. The striped fruit fly, Z. scutellata, males are attracted to a lure called Cuelure (CL), which has been used to monitor the occurrence of this fruit fly in the crop field. In contrast, no effective male lure was not developed to monitor the pumpkin fruit fly, Z. depressa. Protein diet lure has been used to attract females of most fruit flies. The addition of terpinyl acetate (TA) was effective to increase the attractiveness of Z. depressa. This study aimed to monitor the occurrence of Z. depressa in pumpkin field with TA-protein diet lure. To validate the efficiency of TA-protein diet lure, Z. scutellata was monitored in a year of 2019 using CL and TA-protein diet lures, and the yearly monitoring data were compared. The occurrence patterns derived from both lures were similar except late season after October. The extended catches of TA-protein diet lure might be explained by the adult diapause induction of Z. scutellata at late September. Monitoring Z. depressa with TA-protein diet lure gave two peaks at mid July and August-September, in which more than 80% catches were females. Based on the attractiveness of TA-protein diet lure, its wettable powder with an addition of spinosad insecticide was formulated and sprayed to pumpkin crops. After 7 days post-spray, the control efficacy recorded more than 70%. However, the control efficacies decreased as the time progressed after the spray. These results demonstrated the application of TA-protein diet lure for monitoring occurrence of Z. depressa in pumpkin-cultivating field conditions. The wettable powder containing spinosad can be applied to develop a new control agent against two pumpkin fruit flies.