증산은 적정 관수 관리에 중요한 역할을 하므로 수분 스트레스에 취약한 토마토와 같은 작물의 관개 수요에 대한 지식이 필요하다. 관수량을 결정하는 한 가지 방법은 증산량을 측정하는 것인데, 이는 환경이나 생육 수준의 영향을 받는다. 본 연구는 분단위 데이터를 통해 수학적 모델과 딥러닝 모델을 활용하여 토마토의 증발량을 추정하 고 적합한 모델을 찾는 것을 목표로 한다. 라이시미터 데이터는 1분 간격으로 배지무게 변화를 측정함으로써 증산 량을 직접 측정했다. 피어슨 상관관계는 관찰된 환경 변수가 작물 증산과 유의미한 상관관계가 있음을 보여주었다. 온실온도와 태양복사는 증산량과 양의 상관관계를 보인 반면, 상대습도는 음의 상관관계를 보였다. 다중 선형 회귀 (MLR), 다항 회귀 모델, 인공 신경망(ANN), Long short-term memory(LSTM), Gated Recurrent Unit(GRU) 모델을 구 축하고 정확도를 비교했다. 모든 모델은 테스트 데이터 세트에서 0.770－0.948 범위의 R2 값과 0.495mm/min－ 1.038mm/min의 RMSE로 증산을 잠재적으로 추정하였다. 딥러닝 모델은 수학적 모델보다 성능이 뛰어났다. GRU 는 0.948의 R2 및 0.495mm/min의 RMSE로 테스트 데이터에서 최고의 성능을 보여주었다. LSTM과 ANN은 R2 값이 각각 0.946과 0.944, RMSE가 각각 0.504m/min과 0.511로 그 뒤를 이었다. GRU 모델은 단기 예측에서 우수한 성능 을 보였고 LSTM은 장기 예측에서 우수한 성능을 보였지만 대규모 데이터 셋을 사용한 추가 검증이 필요하다. FAO56 Penman-Monteith(PM) 방정식과 비교하여 PM은 MLR 및 다항식 모델 2차 및 3차보다 RMSE가 0.598mm/min으로 낮지만 분단위 증산의 변동성을 포착하는 데 있어 모든 모델 중에서 가장 성능이 낮다. 따라서 본 연구 결과는 온실 내 토마토 증산을 단기적으로 추정하기 위해 GRU 및 LSTM 모델을 권장한다.

This study was conducted, using 10 high-quality rice varieties, at 24 experimental sites in 2013 and 2014 to analyze the comparative relationship among head rice yield (HRY), its attributes and sub-attributes. In the data set pooled across sites, years and varieties, where regional and varietal variations were combined, HRY was associated with milled rice yield (MRY) more closely than percentage of head rice (PHR) although both MRY and HRY demonstrated significant relationship with HRY. In the PHR higher than 80%, compared to 80% or less, fitness of the regression between PHR and HRY decreased. MRY and PHR, the two attributes of HRY, were not significantly associated with each other. Regional variation of HRY was associated only with MRY while varietal variation of HRY was related to both MRY and PHR. HRY and MRY showed regional variation greater than varietal variation meanwhile PHR demonstrated regional and varietal variations in a similar range. In the data set pooled across sites, years and varieties, MRY demonstrated relationship with spikelets per square meter (SPIK) in a higher significance than percentage of grain filling (PGF) and 1000-brown rice weight (TBRW). Both regional and varietal variations of MRY showed significant relationship only with SPIK, neitherwith PGF nor TBRW. It is concluded that regional variation of HRY was affected by MRY, varietal variation by both MRY and PHR, and region-variety combined variation mainly by MRY.

서울시와 베이징시의 두 도시의 공원 관리체계의 현황, 유형, 관리조직, 이용객, 예산, 문화활동 분야로 구분하여 정리하였고, 양국 비교분석 하였다.두 도시의 공원 관리체계의 기본기능과 내용은 대체적으로 동일하나, 그러나 구체적인 방면에서 차이가 많다. 공원녹지통계, 오락공원시설, 이용객 및 구성원의 신분 통계, 수입관리방식, 관리조직과 기능, 이용객을 끌어들이는 방식 및 관련있는 법규의 내용등 방면에서 나타난다.공원관리의 과정에서 나타나는 차이의 주요원인은 국가의 문화, 행정체제가 다른데 있으며, 목표에 도달하기 위하여 두도시 모두 많은 방면에서 노력을 하고 있으며, 시설의 재정비, 공원문화의 혁신 등을 통하여 이용객 만족도를 높이는 것이다.두 도시의 도시녹화, 공원시설, 이용객 활동, 구성원과 원림수입/지출방면의 통계자료로 두 도시의 특징과 차이를 보이고,도시공원의 문화활동, 입장료 판매방식, 수입/지출관리 방식을 비교하여 최종에 두 도시의 공원관리방식에 관련 있는 법규내용의차이가 나타났다..공원관리사업에서도 공통적으로 공원조성, 수목 및 화훼, 시설물 보수 및 정비, 환경위생, 공원 서비스, 유람 서비스등서비스가 포함되기 때문에 관리내용이 비교적 업무량도 많으나. 그러나 베이징시의 경우 공원 구성원들은 반드시 계획대로고효율적으로 공원관리를 진행하여 공원관리의 목적에 도달해야 하다는 인식이 지배적이다.그러나 비교할 수 있는 자료는 문화와 행정체계가 다르고 연구 자료도부족하기 때문에 내용도 한계가 있다고 보며, 중국의녹지 정책, 넓게는 중국의 환경개선 및 보호 정책에 대한 정보가 매우 부족한 상태이므로 정책과 실상을 알아보는 것이가장 우선되어야 할 것이다.

On contraction of the muscles, marked changes in X-ray reflections are observed, suggesting that conformational changes of contractile molecules and the movement of myosin heads during muscle contraction. Time slice requires tension peak after the onset of stimulation and the height of tension peak depends on the number of twitch cycle. The muscles were stimulated by five successive stimuli at an interval of 80 ms started while the tension was still being exerted by the muscles. The intensity of I11, I10, 143a and 215a reflection measured with 5ms time resolution and is recorded in isometric tension. The peak height of I11 and 143a intensity is changed after the onset of a stimulation Ii, and the length of twitch is shortened by successive twitches in the case of stimulation Ti. On the other hand, the peak height of In and 215a intensity starts to decrease at the 1st twitch and remains constant at low peak height without appreciable recovery during the contraction term. In the case of successive twitch stimulation, the myosin heads of muscle are once moved from their resting position and never returned to their initial position.

Background : The causative organism of Astragalus membranaceus (Hwanggi) root rot disease was known as Pythophthora drechsleri. In this study, a new species of root rot causative organism has been identified and reported. Methods and Results : Hwanggi, which has root rot disease, was collected in Jungsun-gun, Gangwon-do. The diseased root was cut into 1 ㎝ size and disinfected with 1% sodium hypochlorite solution for 1 minute and washed with sterile distilled water. The dried samples were dipped in the PDA medium and cultured in at 25℃ incubator. The 21 isolates were cultured under the same conditions and genomic DNA was extracted. The genomic DNA of isolated strains was extracted using a kit of Biofact. The isolated strains were identified using internal transcribed spacer (ITS) region sequencing. The ITS region was amplied using the primer pair ITS1 (5’-TCCGTAGGTGAACCTGCGG-3’) and ITS4 (5’-TCCTCCGCTTATTGATATGC-3’). The PCR was performed in a final volume of 50 ㎕ containing 10 mM Tris-HCl (pH 8.3), 50 mM KCl, 1.5 mM MgCl2, each dNTP at a concentration of 0.2 mM, 1.25 IU of Taq polymerase, each primer at a concentration of 10 pmol, and 2ul of the DNA template. Sequencing was performed by asking Macrogen. The analyzed sequences were compared using the Blast program provided by NCBI. As a result of identification of 21 strains, 13 Fusarium spp., 1 Peronospora sp. (causative organism of downy mildew), 3 Acremonium spp., 3 Uncultured fungus, 1 Phyrtophthora sp.. The main pathogen of wilt disease was known as Fusarium sp., a soil-borne pathogen. After analyzing the systematic taxonomic relationships, the systematic diagram was created using the neighbor-joining method. Conclusion : We have finally identified Phytophthora cryptogea as a causative organism of Hwanggi root rot disease and will check whether the disease has occurred on the inoculation through pot test.

Background : This study was carried out to introduce Atractylodes macrocephala as a new income element in Gangwon area and to develop the technology necessary for stable quality seedling production. Methods and Results : For the production of high quality seedlings of Atractylodes macrocephala, seedling growth characteristics were investigated according to the types of plug cell size and seedling raising period. Atractylodes macrocephala seeds were sown on February 14, 2018 in 72, 105, 128, 162, and 200 plug trays. The emergence period after sowing was March 2, and the final occurrence rate was 76.6 - 79.5%. The number of days of emergence took 18 to 20 days from sowing date. Growth of seedlings tended to be better with less number of plug trays, such as seedling height, seedling width, leaf length, leaf width and leaf number. On the other hand, roots (net formation) increased rapidly as the number of plug trays increased. After 60 days, the matured seedling rate was good at 75.5 ± 8.4% for the 200 plug tray and 72.5 ± 4.1% for the 162 plug tray. The net formation ratio of matured seedling was the best in 60 days of seeding in 162 plug trays. The rooting rate was 98.0 ± 2.1 - 99.3 ± 1.2% when seeded for 60 days or more regardless of the type of plug tray. Conclusion : In order to produce efficient and stable seedlings in the cultivation of Atractylodes macrocephala in Gangwon area, it was considered to be advantageous for 60 days of seedling settling in the plug trays of more than 162 and less than 200.

Background : Atractylodes macrocephala is a perennial herbaceous plant belonging to the family Asteraceae and should be cultivated in field soils with good water dripping due to plant characteristics. However, cultivating farmers mainly have recently been cultivated in paddy soil due to their regional characteristics, which causes the decrease in yield due to poor drainage. Therefore, this study was carried out to investigate the cultivation in high ridge and subsoil breaking effect for stable paddy soils cultivation technology of A. macrocephala. Methods and Results : Soil was paddy soils in the fall of 2017, and the pH (1 : 5) was 6.61 ± 0.15 as a result of chemical and physical properties. EC was 0.49 ± 0.05 dS/m, and organic matter content was 28.69 ± 69 g/㎏ and effective phosphoric acid was 306 ± 17.8 ㎎/㎏. As a result of the soil layering survey, the surface layer was 0 - 26 ㎝ deep as paddy soil mounded with sandy loam in the past. In the surface layer, there was a light layer after 17 ㎝ depth, and volume density was 1.71 ± 1.3 g/㎤. The porosity of the plow pan was 33.41 ± 2.34%. The cultivation methods were cultivation in high ridge (30 ㎝ or more) and level row (10 ㎝ or less) at 2 levels and 3 repetitions. In subsoil breaking, the depth of the plow pan was increased from 17.1 ± 0.5 ㎝ before treatment to 31.1 ± 3.6 ㎝ after treatment and the hardness was 24.8 ± 1.5 ㎜. In the case of rotary plowing, the depth of the plow pan was 17.1 ± 1.9 ㎝ before treatment and 26 ± 2.4 ㎝ after treatment and the hardness was 25.8 ± 2.9 ㎜. The medium growth characteristics of A. macrocephala per treatment showed the tendency of increase in plant length, culm length, number of nodes, number of leaves, and fresh weight in level row cultivation after subsoil breaking. Root growth of cultivation in high ridge after subsoil breaking tended to be good with rhizome weight of 11.6 g per hill. The survival percentages were 98.8 - 100% and the bolting rate was 93.4 - 96.2% Conclusion : In cultivation in high ridge after subsoil breaking in the paddy field of Gangwon area, the decrease of yield of A. macrocephala due to drainage was expected to be alleviated, but final conclusion should be drawn after analyzing soil temperature and soil moisture data.

Background : The cultivation method of ginseng (Panax ginseng C. A. Meyer) has been introduced not only in the existing shading facilities but also in the cultivation method using the rain shelter house. In addition, direct seedling cultivation of ginseng is increasing in order to save labor. Ginseng cultivation area in the northern area is increasing with the disappearance of first planted field. Proper shading method in the northern ares is needed to grow direct grown ginseng using rain forest house. Methods and Results : Shading method using rain shelter house was Polyethylene film with layered polyethylene net 75%, blue-white duplicated PE film 85%, blue-white duplicated PE film 90%. Plant materials is 5-years-old Ginseng using direct seedling cultivation. In order to select proper shading materials of the rain shelter house in northern area, we investigated photosynthetic properties and growth of 5-years-old ginseng in rain shelter house. The temperature and humidity were slightly different between the traditional conventional shade facility and the rain shelter house, but the light intensity of the shading facility tended to decrease with the passage of time. The difference in shading method in rain shelter house was the highest at polyethylene film with layered polyethylene net 75%. As a result of the growth characteristics of the top part, 90% of blue-green double-sided film showed the greatest growth with 89.8 ± 1.5. The difference in top part between rain shelter house and shading facility is about 23 ㎝. Conclusion : Although the above growth characteristics of the ginseng shows this tendency, the root growth characteristics of the ginseng must be further observed.

Background : The roots of Codonopsis pilosula (Franch.) Nannf are used as medicines such as expectorants, and they are edible. Codonopsis pilosula (Franch.) Nannf currently has a very small cultivation area, and there are no breeding cultivars, most of the native species are cultivated in the farm house. Therefore, it is important that identification of collecting species characteristic in order to breeding strategy. In this study, morphological features of the leaves and stems of the collecting species in the area were observed. Methods and Results : The morphological characteristics of mansam collected from three areas including Cheolwon (41 accession), Jeongseon (19 accession), and Pyeongchang (15 accession) were investigated at the flowering stage on leaf and stem. As a result of investigation of leaf characteristics, The leaf shape was the most frequent with 78.9% in the kidney type, 8.5% in the cardiac type, 7.0% in the wide-elliptical type, and 2.8% in the egg and egg-oval type. The leaf length was the most frequent with 67.1% in case of short, 28.6% in case of middle, and 4.3% in case of long. The leaf width was 67.1% in case of middle, 30.0% in case of broad, and 2.9% in case of narrow. Leaf hair was 47.1% in case of plenty, 27.1% in case of middle, and 25.7% in case of small number. The degree of greenness of the leaves was 60.0% in case of middle, 31.4% in case of darkness, and 8.6% in case of lightness. The degree of pigmentation of anthocyanin in petiole was 41.4% in case of lightness, 31.4% in case of darkness, and 27.1% in case of middle. As a result of investigating the characteristics of stem, The presence and absence of hair on the stem was 95.7% in case of little, 2.9% in the middle, and 1.4% in case of plenty. The degree of staining of anthocyanin in the stem was 42.9% in case of middle, 30.0% in case of darkness, and 27.1% in case of lightness. Conclusion : We intend to use this data as a basic data for cultivating varieties by supplementing investigation of traits such as expansion of collection area and investigation object and flower shape in the future.

Modbus는 각종 자동화 장비 감시 및 제어에 전 세계적으로 널리 사용되고 있는 자발적 산업표준 통신 프로토콜이다. 그러므로 선박, 빌딩, 기차, 비행기 등 Modbus를 이용하는 모든 장비들과 연결이 가능하여 환경변수의 측정 및 원격제어가 가능하게 된다. 기존의 Modbus는 Serial 통신을 기반으로 사용되어 왔으며, Modbus TCP는 오늘날 인터넷 프로토콜로 가장 많이 쓰이는 TCP/IP를 기반인 Ethernet 통신을 이용하므로 Serial 통신에 비해 빠르고 사물인터넷(Internet of Things) 환경에 연결이 가능하다. 본 논문에서는 Modbus TCP 통신 프 로토콜을 이용하여 무선 Wi-Fi 환경에서 LED 조명을 제어하기 위한 알고리즘을 설계하고, 선박의 통합관리 시스템에서 외부 환경요인 확인 및 원격제어가 가능한 LED 제어기 회로를 설계 및 구현 하였다. 외부 환경요소인 온도, 습도, 전류, 조도 값들은 센서를 통해 제어기로 받아 들이며 이 값들은 Modbus 프로토콜을 통해 선박의 통합관리 시스템에 알리게 된다. Modbus는 TCP 통신으로 Master 기기와 연결 되어 온 도, 습도, 전류, 조도 상태 모니터링 및 LED 출력 값 확인이 가능하고 또한 사용자가 원격으로 RGB 값을 변경할 수 있기 때문에 원하는 색으 로 변경이 가능하게 된다. 제작한 제어기의 구현 확인을 위해 모의 선박 관리 시스템을 만들어 온도, 습도, 전류, 조도 상태를 모니터링 하고, 원격으로 RGB 값을 변경 하여 제어기의 LED 조명색상이 변화 되는 것을 확인 하였다.

Background : For the GAP standard cultivation, weed occurrence pattern was investigated by planting density and mulching method of Bupleurum falcatum L. Methods and Results : Vinyl and rice straw were used for mulching. The planting density were 10, 20, and 30 cm, and the spacing between plants were 5 ㎝. The amount of weed emergence were examined twice at the end of July and at the end of September. The degree of importance was based on the Braun-Branquet’s dominance value distinction criterion. As a result, the kind of total weeds emerged during the cultivation of Bupleurum falcatum L. were identified as 20 species in 10 families. Amount of weed’s occurrence were the highest in rice straw covering after 10 × 5 ㎝ sowing, and it were lowest in vinyl mulching after 30 × 5 ㎝ sowing. The frequency of weed emergence was highest with 10 species of 8 families in rice straw mulching treatment. On the other hand, the treatment with the least emergence frequency of weeds was 30 × 5 ㎝ sowing after vinyl mulching, and weeds of 7 species of 6 families appeared. In the second survey in September, weeds of 15 species in 9 families were identified in the test field. The amount of weed’s occurrence were the highest in rice straw mulching after 10 × 5 ㎝ sowing, and it were the least in the case of vinyl mulching after 30 × 5 ㎝ sowing. The frequency of emergence of weeds was highest in rice straw mulching after 20 × 5 ㎝ sowing, and the kind of weeds were 11 species of 8 families. The treatment of the lowest emergence frequency of weeds was 30 × 5 ㎝ sowing after vinyl mulching. Three kinds of weeds occurred. Conclusion : From the above results, it is expected that we can suppress the weed occurrence at the planting density of 30 × 5 ㎝ after vinyl mulching at the sowing of Bupleurum falcatum L.

Background : Gangwon-do (Province) is chief producing district of six-year-old raw material of red ginseng and transplanting culture is more than 90%. The 6-year-old red ginseng is easy to differentiate in quality and can secure a stable market, but it has high disadvantages such as high seedling cost, effort cost, and long term cultivation. Therefore, it is necessary to develop environment-friendly products that enhance price competitiveness based on 3 to 4-year-old ginseng by using direct seedling cultivation techniques. When ginseng seed sown directly, it is highly productive and has high disease resistance, which is advantageous for environment-friendly cultivation. Thus, it is advantage to save work force in seed production stage. The purpose of this study is to find the planting density for 4-year-old ginseng. Methods and Results : In order to determine proper planting density, ginseng growth characteristics such as root length, root diameter, raw weight, and yields were investigated at 4-year-old ginseng after planting 34, 67, and 100 roots per ㎡. As a result, the root length was the longest at 33.9 ± 5.45 ㎝ in 67 roots/㎡, and there was no difference in root diameter. The raw weight of 4-year-old ginseng was the highest at 65.1g in 34 roots/㎡. However, yields were 4.3 ± 0.78 and 4.8 ± 0.50 ㎏ in the 67 roots/㎡ and 100 roots/㎡, respectively, which were higher than the 34 roots/㎡. Conclusion : The proper planting density for direct seedling cultivation of yunpung cultivar was 67 - 100 roots/㎡, and these results could be applied to increase productivity in direct seeding cultivation of ginseng.

Background : The Production of high quality ginseng seedling become increasingly important in the cultivation of ginseng because the quality of ginseng seedling is closely related to yield of ginseng. However, it has become difficult to produce high quality ginseng seedling due to environmental instability such as an increase in the occurrence of abnormal climate and pests, and the difficulty in obtain new place to cultivate ginseng seedling. This study was carried out to analyze the growth characteristics of ginseng seedling according to application of fermented compost during ginseng seedling cultivation Methods and Results : In order to evaluate the effect of fermented compost on the growth of ginseng seedling, fermented compost containing antagonistic microorganism was prepared and applied 300kg per 10a to planned place for ginseng cultivation. After seeding of the ginseng seeds, the growth of ginseng was analysed. The pH, EC, organic matter, P2O5 and NO3-N of the compost treated group were 6.1, 2.75 ds/m, 18.97 g/㎏, 1,202 ㎎/㎏ and 287.4 ㎎/㎏, respectively, while those of non-treated group were 6.6, 0.25 ds/m, 14.67 g/㎏, 1,055 ㎎/㎏ and 8.77 ㎎/㎏, respectively. As a result of analyzing the growth characteristics of ginseng seedling, the growth of aboveground part was not significantly different between the treated and non-treated group. The root length and root diameter were 13.0 ± 1.50 ㎝ and 5.5 ± 0.27 ㎜, respectively, which were not significantly different from non-treated group. However, root weight was 1.20 ± 0.14 g, which is 1.4 times higher than that of control. Conclusion : It was confirmed that the quality of ginseng seedling was improved by compost application. These results suggested that fermented compost could be used as a material for nutrients management in ginseng seedling cultivation.

Background : This study for the stable production and supply of seeds of Angelica gigas Nakai(Man-chu Korean Angelica), when seeds harvested using nets, seed productivity was investigated. Methods and Results : Planting density is 50 × 25cm, Fertilizer per 10a was sprayed amount of N-P2O5-K2O = 16-17-10kg. And the amount of compost per 10a was sprayed 3000kg. Seed harvesting nets were used for a time formed the endosperm of the seeds (later in mid-August to late). And net for seed production was used for onion nets (at least 13 × 18cm). Shoot growth conditions were as follows. Bolting rate was 89.0% in the untreated, the treated group was 93.1%. The length and thickness of each stem was 129.3 ~ 130.8cm, 1.8cm. The number of nodes per plant was 6.7 ~ 7.5 pieces, and the number of petiole was 14.8 ~ 15.5 per plant. The number of umbel was 10.3 ~ 11.1 piece per plant, and number of deleted umbel was 7.1 ~ 7.2 piece. Seed weight per plant was 24.2g of the net treatment, but ripening seeds 19.6g, 1000 grain weight were all treated and untreated 2.8g. The total seed weight per plant, the net treated was 24.2g, was the weight of the ripening seeds 19.6g. The weight of the ripening seeds were heavier than those of the control. However, the weight of 1000 grain were both treated and untreated 2.8g. When treated nets, the total seed yield per 10a was 88.0kg production, increased by 60.9% compared to untreated. In addition, the ripening seed production per 10a was 71.5kg production, increased by 50.1% compared to untreated. Researching after germination Seed Production, germination rate was 50.8% in the control group and the treatment group was 54.9%. When applying the germination rate, high-quality seed production per 10a was able to produce 39.2kg, compared to control obtain the results increased by 65%. Conclusion : Through the above results, When producing angelica seed, use of net for seed production is thought to be used as a way to prevent early shattering and insect damage.(True bug, etc.).