Background: Panax ginseng C. A. Meyer is wood-cultivated ginseng (WCG) in Korea which depends on an artificial forest growth method. To produce this type of ginseng, various P. ginseng cultivars can be used. To obtain a WCG similar to wild ginseng (WG), this method is usually performed in a mountain using seeds or seedlings of cultivated ginseng (CG) and WG. Recently, the WCG industry is suffering a problem in that Panax notoginseng (Burk.) F. H. Chen or Panax quinquefolium L. are being sold as WCG Korean market; These morphological similarities have created confusion among customers. Methods and Results: WCG samples were collected from five areas in Korea. After polymerase chain reaction (PCR) amplification using the primer pair labeled with fluorescence dye (FAM, NED, PET, or VIC), fragment analysis were performed. PCR products were separated by capillary electrophoresis with an ABI 3730 DNA analyzer. From the results, WCG cultivated in Korea showed very diverse genetic background. Conclusions: In this study, we tried to develop a method to discriminate between WCG, P. notoginseng or P. quinquefolium using simple sequence repeat (SSR) markers. Furthermore, we analyzed the genetic diversity of WCG collected from five cultivation areas in Korea.

기후변화에 대한 우려와 함께 증가하고 있는 극한호우의 피해를 줄이기 위해서는 호우사상 발생 이전에 홍수위험을 미리 파악하여 피해를 대비 할 시간을 늘리는 것이 중요하다. 본 연구에서는 기상청 동네예보를 기반으로 하는 간단한 확률적 홍수위험 산정방법을 제시하였다. 예보강수를 조건부로 하는 6시간 강수량의 확률밀도함수를 이용해 다수의 임의 강수량을 생성한 후 추계학적 모형으로 1시간 단위로 분해하여 간단한 강우-유 출모형에 입력하는 방법을 사용하였다. 보청천 유역의 2017년 주요 강우사상에 제안된 방법을 적용한 결과, 7월 4일 최대홍수량이 나타났던 사상에 대해서는 예보강수를 이용한 모의는 홍수위험을 과소평가하였음을 확인하였고 반면 8월 15일 사상에 대한 동네예보는 강수량을 다소 과대추 정하였지만 홍수위험을 충분히 알릴 수 있는 정보로 평가되었다. 본 연구는 확정론적 모형과 확률론적 강수량을 결합하여 기상예보의 불확실성을 고려한 자료기반 홍수위험도 산정방법을 제시한다.

In the field of reproductive medicine, assessment of sperm motility is a key factor for achieving successful artificial insemination, in vitro fertilization, or intracellular sperm injection. In this study, the motility of boar sperms was estimated using real-time imaging via confocal microscopy. To confirm this confocal imaging method, flagellar beats and whiplash- like movement angles were compared between fresh and low-temperature-preserved (17℃ for 24 h) porcine sperms. Low-temperature preservation reduced the number of flagellar beats from 11.0±2.3 beats/s (fresh sperm) to 5.7±1.8 beats/s and increased the flagellar bending angle from 19.8°±13.8° (fresh) to 30.6°±15.6°. These data suggest that sperm activity can be assessed using confocal microscopy. The observed motility patterns could be used to develop a sperm evaluation index and automated confocal microscopic sperm motility analysis techniques.

Background : Panax ginseng C.A. Meyer is a perennial herb belongs to the family Araliaceae. Wild-cultivated ginseng (WCG) is a specific type of ginseng in Korea which cultivated on artificial forest cultivation method. To obtain a WCG which is similar to wild ginseng (WG), this method usually performed in a mountain using seeds or seedlings of cultivated ginseng (CG) and WG. WCG is very expensive because it is difficult to cultivate. However, systematic cultivation method have not yet been developed compared to high added value. Furthermore, very high price of WCG caused the problem that Panax notoginseng or Panax quinquefolium are sold as WCG in Korean market. In this study, we analyzed the genetic diversity of WCG collected from five areas in Korea using SSR markers. Methods and Results : WCG samples were collected from five areas in Korea (Bucheon, Cheongju, Hoengseong, Judeok and Ulsan). DNA extraction was performed using CTAB method. SSR markers were collected from the published papers. After test PCR using the markers, one of the primer pair was labeled with fluorescence dye (FAM, NED, PET, or VIC) and GeneScan analysis were performed. DNA amplification was conducted using T-100 Thermal Cycler (Bio-Rad). PCR products were separated by capillary electrophoresis on the ABI 3730 DNA analyzer (Applied Biosystems). Conclusion : Eight SSR markers were collected from the published literature and used for the analysis. From the 8 tested SSR markers, 7 SSR markers showed polymorphism between varieties. GenScan analysis were performed using the selected SSR markers to analyze the phylogenetic relationship of WCG. From the results, WCG cultivated in Korea showed that they have a very diverse genetic background.

Background : Codonopsis lanceolata is a perennial plant of Campanulaceae with characteristic flavor and aroma and this plant has saponin, flavonoid, and inulin, which are reported to have physiological activity and antioxidant activity. In contrast, breeding or study of C. lanceolata varieties had not been done for a long time. Genetic polymorphism and phylogenetic relationship analysis of the plants by region of the crops can help the collection of genetic backgroud data for variety development. Methods and Results : In this study, we collected 26 C. lanceolata lines (95 individual plants) from 26 regions in Korea. We genotyped the collected lines using SSR markers developed in the previous study and analyzed the population structure based on the results. Population structures were analyzed using model-based STRUCTURE software (version 2.3.4) using the following parameters: Number of clusters (K) set = 1 to 12; Number of Iterations = 5; Length of Burning Period = 100,000; Number of MCMC (Markov Chain Monte Carlo) Reps after Burnin = 100,000. As a result, Of the 26 collections, were genetically grouped into 6 or 7 groups. Conclusion : The 26 C. lanceolata collections (95 individual plants) were genetically grouped but not grouped by collected regions. These results suggest that C. lanceolata has diverse genetic backgrounds and this data could be used as a basis for genetic polymorphism analysis of Codonopsis species.

Background : Adenophora triphylla var. japonica (Regel) H. Hara shows vegetative growth by radical leaf until 1 year after sowing and shows reproductive growth during the second year and there is a characteristic of bolting by turning into cauline leaf. In addition, the phenotypes of plants varies even though they are belonging to the same species. For this reason, there is a limit for the classification of the species by the method of visual examination. Methods and Results : Simple sequence repeat (SSR) markers were developed based on the genomic sequence of A. triphylla using next generation sequencing to prepare the basis of molecular breeding and analyze the genetic diversity. Ninety-five primer sets including tri-, tetra- and penta-nucleotide motif types were randomly selected and they were applied to mixed genomic DNA and finally 39 primer sets showing from two to four bands were selected and used for genetic relationship analysis. Conclusions : Using the next generation sequencing, 39 polymorphic SSR markers were developed.

Background : Codonopsis lanceolata is a flowering perennial climber. The roots are used as medicinal materials or vegetables. C. lanceolata is distributed in India and East Asia such as China, Japan as well as Korea. Recently, demand for C. lanceolata is increasing as a healthy food. In South Korea, this plant is widely cultivated in Gangwon-do province. Although, C. lanceolata is one of the most important medicinal plants in Korea, an elite, inbred line or a variety has not been developed yet. Simple sequence repeat (SSR) marker is a powerful tool for analysis of genetic relationships. In addition, it is a useful tool for studying the non-reference plant genome, due to its even distribution throughout the genome, as well as its high polymorphism between individuals. Methods and Results : We constructed microsatellite-enrichment libraries using C. lanceolata genomic DNA, and obtained a total of 226 non-redundant contig sequences. Routine PCR was performed using gDNA as templates for the polymorphic markers screening. Finally, total 15 polymorphic SSR markers based on C. lanceolata genomic sequences were successfully developed. These markers were applied to 53 C. lanceolata collected from Korea. 103 alleles of the 15 SSR markers ranged from 3 to 19 alleles at each locus, with an average of 6.87. The average of observed heterozygosity and genetic diversity were 0.42 and 0.62, respectively. The average of polymorphism information content (PIC) value was 0.57. The genetic distance value ranged from 0.73 to 0.93, and there was no observed distinct group according to the collecting areas. Conclusion : We developed 15 novel SSR markers from C. lanceolata genomic sequences for further genetic studies. Also, we concluded that the lineage of C. lanceolata collected in Korea has not been established systematically.

Background : In the herbal medicine market, Angelica gigas, Angelica sinensis, and Angelica acutiloba are all called "Danggui" and used confusingly. We aimed to assess the genetic diversity and relationships among 14 Angelica species collected from different global seed companies. Toward this aim we developed DNA markers to differentiate the Angelica species. Methods and Results : A total of 14 Angelica species, A. gigas, A. acutiloba, A. sinensis, A. pachycarpa, A. hendersonii, A. arguta, A. keiskei, A. atropurpurea, A. dahurica, A. genuflexa, A. tenuissima, A. archangelica, A. taiwaniana, and A. hispanica were collected. The genetic diversity of all 14 species was analyzed by using five chloroplast DNA-based simple sequence repeat (SSR) markers and employing the DNA fragment analysis method. Each primer amplified 3 - 12 bands, with an average of 6.6 bands. Based on the genetic diversity analysis, these species were classified into specific species groups. The cluster dendrogram showed that the similarity coefficients ranged from 0.77 to 1.00. Conclusions : These findings could be used for further research on cultivar development by using molecular breeding techniques and for conservation of the genetic diversity of Angelica species. The analysis of polymorphic SSRs could provide an important experimental tool for examining a range of issues in plant genetics.

Background: In the herbal medicine market, Angelica gigas, Angelica sinensis, and Angelica acutiloba are all called "Danggui" and used confusingly. We aimed to assess the genetic diversity and relationships among 14 Angelica species collected from different global seed companies. Toward this aim we developed DNA markers to differentiate the Angelica species. Methods and Results: A total of 14 Angelica species, A. gigas, A. acutiloba, A. sinensis, A. pachycarpa, A. hendersonii, A. arguta, A. keiskei, A. atropurpurea, A. dahurica, A. genuflexa, A. tenuissima, A. archangelica, A. taiwaniana, and A. hispanica were collected. The genetic diversity of all 14 species was analyzed by using five chloroplast DNA-based simple sequence repeat (SSR) markers and employing the DNA fragment analysis method. Each primer amplified 3 - 12 bands, with an average of 6.6 bands. Based on the genetic diversity analysis, these species were classified into specific species groups. The cluster dendrogram showed that the similarity coefficients ranged from 0.77 to 1.00. Conclusions: These findings could be used for further research on cultivar development by using molecular breeding techniques and for conservation of the genetic diversity of Angelica species. The analysis of polymorphic SSRs could provide an important experimental tool for examining a range of issues in plant genetics.

Background : Codonopsis lanceolata is used as a natural medicine or vegetables. It originates in East Asia such as Korea, Japan and China. C. lanceolata roots contain various chemical compounds including saponins like Panax ginseng. Although C. lanceolata are cultivated in different regions of South Korea, no variety has been developed. Therefore, it is necessary to develop discriminating methods such as molecular markers in C. lanceolata species. Methods and Results : To find simple sequence repeat (SSR) markers, we sequenced C. lanceolata genomic DNA using Illumina HiSeq 2000 System. A total of 250,455 putative SSR loci were obtained, and 26,334 non-redundant primers were designed to amplify these SSRs. Di-nucleotied repeats were the most abundant SSR reapeats, accounting for 89.53% (23,578) of primer designed SSRs. Tri-nucleotide, tetra-nucleotide and penta-nucleotide accounted for 8.44% (2,223), 1.3%, (348) 0.2% (55), respectively. Tri-, tetra-, and penta-nucleotide (total of 2,626 SSRs) were investigated in silico to identify polymorphism between individuals. Consequently, 573 SSRs showed polymorphism. Forty genomic SSR markers were tested in 16 C. lanceolata plants for determination of PCR amplification and polymorphism. From these primers, 27 (67.5%) amplified products and the average polymorphism information content (PIC) value was 0.52. Conclusion : We development 27 SSR markers from C. lanceolata using NGS, and it could be used for breeding of new varieties in the future.

Background : Astragalus membranaceus is one of the most widely used traditional medicinal herbs in Korea. Studies on the genomic of A. membranaceus resources have not been carried out so far. The present study was carried out to discriminate A. membranaceus based on genetic diversity using genomic simple sequence repeat (SSR) markers. Methods and Results : We collected 5 A. membranaceus lines: Asung, Poongsung, Am-Jecheon, Am-Sancheong, and Am-China. One hundred mg of fresh leaves were used for genomic DNA extraction using the DNeasy plant DNA isolation kit (Qiagen GmbH, Hilden, Germany). 450,449 contigs were searched for 147,766 SSR candidate loci in this study using the MicroSAtellite identification tool (MISA). We selected 949 A. membranaceus genomic SSR markers that were showed variation for the five collections in silico screening with CLC genomics workbench program. The genetic diversity of all A. membranaceus resources was analyzed using 17 SSR markers employing the DNA fragment analysis method. Based on the genetic diversity analysis, these lines were classified into four distinct groups. Conclusion : These findings could be used for further research on cultivar development using molecular breeding techniques and for conservation of the genetic diversity of A. membranaceus. Furthermore, the markers could be used for marker-assisted selection for crop breeding.

Even though phosphorus (P) is essential element for plant growth and development, it is not enough for crop production in soil. To breed more P deficient tolerance rice, screening and selection in rice population is needed. We tried to develop more simple and rough screening method for breeding of P deficient tolerance rice. In P deficient condition, tiller number was dramatically decreased among yield components in rice. Though this result, we confirmed tiller number could be the best marker in screening of P deficient tolerance rice. 480 rice genetic resources were cultivated in rice bed tray filled with P deficient soil for four weeks and each dry weight was measured. Among them, the 55 kinds of genetic resource were selected then cultivated in paddy field with 3 fertilizer conditions. Plant dry weight and tiller number in ripening stage were shown significant difference according to P condition. Plant dry weight and tiller number in ripening stage was highly correlated especially in P deficient condition. Furthermore, the tiller number in ripening stage and plant dry weight in rough screening were shown high degree correlation. Though these results, we might expect measuring of plant dry weight after cultivation in rice bed tray filled with P deficient soil could be a simple and effective screening method in selection of P deficient tolerance rice.

The construction industry is high risk in all process that are feasibility study, planning and design, construction, occupancy, use, operation and maintenance etc. These days risk are occurring in maintenance stage. In this study evaluated the aging facility after maintenance through simple quality monitoring. The results, That were able to identify the extent maintenance of facility.

This study was carried out to investigate the effect of simple hydroponic culture in cultivation of grafted cactus. The results obtained are as follows: Growth indexes of grafted cactus cultivars, such as scion diameter, fresh weight, and scion hardness were improved in simple hydroponic culture compared with soil culture regardless of cultivars. Stem rot and rate of non-graft take were lower in simple hydroponic culture than in soil culture, but no significant difference was monitored between cultivars. Time for harvesting was fast in simple hydroponic culture compared with soil culture. Marketable yield increased in simple hydroponic culture.

Ramie (Boehmeria nivea L.) is a hardy perennial herbaceous plant of the Urticaceae family and has been grown as a fiber crop in several countries including Korea for many centuries. Ramie leaves also have been traditionally used as a major ingredient of a type of rice cake called ‘Song-pyun’ in the Southwest area of Korea, especially Yeong-Gwang province. Despite its economic importance, the molecular genetics of ramie have not been studied in detail yet. Genetic resources of ramie were widely collected from domestic local sites by Bioenergy Crop Research Center (RDA) and Yeong-Gwang Agricultural Technology Center. For the systematic and efficient management of the genetic resources, we developed SSR (simple sequence repeat) markers of ramie. To do this, we generated microsatellite-enriched genomic DNA libraries using magnetic bead hybridization selection method. 247 non-redundant contigs containing SSR motif were generated using nucleotide sequences of 376 clones from the libraries. Primer sets were designed from the flanking sequences of the repeat motif. Finally, we selected 10 SSR markers, possibly showing polymorphism among the genetic resources. Results on the genotype analysis of the ramie genetic resources using the SSR markers will be presented.

For efficient introgression of the downy mildew resistance gene from a resistant cultivar into domestic breeding lines, molecular markers used for marker-assisted backcrossing (MAB) were developed in onion (Allium cepa L.). The resistance gene (Pd) was originally introgressed from a wild species, A. roylei, by interspecific hybridization, and the resistant gene was known to be positioned at the end of chromosome 3. Therefore, cDNA sequences of loci located at the ends of chromosome 3 of two linkage maps were obtained from a transcriptome database. Primer pairs were designed on exon sequences of eight loci. Among them, the PCR products of the i25255 locus showed length polymorphism between A. roylei and onions, and both large and small-sized PCR products were observed in the resistant cultivar. Sequence analysis showed that a 67-bp indel existed in the intron sequences. Based on this indel polymorphism, a simple PCR marker, designated DMR1, was developed. Analysis of diverse onion accessions showed that no accessions contained the A. roylei-specific marker genotype except for the resistant cultivar. These results indicated that the DMR1 marker was successfully tagging the A. roylei fragment harboring the downy mildew resistance gene, and the resistant cultivar was heterozygous for the resistance gene. After further analysis of multiple loci positioned at chromosome 3, a range of the A. roylei fragment introgressed in the resistant cultivar was determined in two linkage maps. On the basis of the range of the A. roylei fragment, three molecular markers used for recombinant selection in MAB were also developed.

Assessing genetic diversity, population structure, and linkage disequilibrium is important in identifying potential parental lines for breeding programs. In this study, we assessed the genetic and phenotypic variation of 174 normal maize (Zea mays) inbred lines and made association analyses with respect to nine agronomical traits, using 150 simple sequence repeats (SSR). From population structure analysis, the lines were divided into three groups. Association analysis was done with a mixed linear model and a general linear model. Twenty one marker-trait associations involving 19 SSR markers were observed using the mixed model, with a significance level of P<0.01. All of these associations, as well as 120 additional marker-trait associations involving 77 SSR markers, were observed with the general model. Two significant marker-trait associations (SMTAs) were detected at P ≤ 0.0001. In the mixed linear model, one locus was associated with water content, two loci were associated with 100-kernel weight, setted ear length, ear thickness and stem thickness; three loci were associated with ear height, four loci were associated with total kernel weight and five loci were associated with plant height. These results should prove useful to breeders in the selection of parental lines and markers.

This paper evaluates the applicability of a simple kriging with local means(SKLM) for highresolution spatial mapping of monthly mean temperature and rainfall in South Korea by using AWS observations in 2013 and elevation data. For an evaluation purpose, an inverse distance weighting(IDW) which has been widely applied in GIS and cokriging are also applied. From explanatory data analysis prior to spatial interpolation, negative correlations between elevation and temperature and positive correlation between elevation and rainfall were observed. Bias and root mean square errors are computed to compare prediction performance quantitatively. From the quantitative evaluation, SKLM showed the best prediction performance in all months. IDW generated abrupt changes in spatial patterns, whereas cokriging and SKLM ref lected not only the topographic effects but also the smoothing effects. In particular, local characteristics were better mapped by SKLM than by cokriging. Despite the potential of SKLM, more extensive comparative studies for data sets observed during the much longer time-period are required, since annual, seasonal, and local variations of temperature and rainfall are very severe in South Korea.