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Estimation of Nitrogen Uptake and Biomass of Rice (Oryza sativa L.) Using Ground-based Remote Sensing Techniques (지상 원격측정 센서를 활용한 벼의 생체량과 질소 흡수량 추정)

  • Gong, Hyo-Young;Kang, Seong-Soo;Hong, Soon-Dal
    • Korean Journal of Soil Science and Fertilizer
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    • v.44 no.5
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    • pp.779-787
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    • 2011
  • This study was conducted to evaluate the usefulness of ground-based remote sensing for the estimation of rice yield and application rate of N-fertilizer during growing season. Dongjin-1, Korean cultivar of rice was planted on May 30, 2006 and harvested on October 9, 2006. Chlorophyll content and LAI (leaf area index) were measured using Minolta SPAD-502 and AccuPAR model LP-80, respectively. Reflectance indices were determined with passive sensors using sunlight and four types of active sensors using modulated light, respectively. Reflectance indices and growth rate were measured three times from 29 days to 87 days after rice plating and at harvesting day. The result showed that values of growing characteristics and reflectance indices were highly correlated. Growing characteristics to show significant correlation with reflectance indices were in order of followings: fresh weight > N uptake > dry weight > height > No. of tiller > N content. Chlorophyll contents measured by chlorophyll meter (SPAD 502) showed high correlation with nitrogen concentration (r=$0.743^{**}$), although the correlation coefficients between remote sensing data and nitrogen concentration were higher. LAI was highly correlated with dry weight (r=$0.931^{**}$), but relationship between LAI and nitrogen concentration (r=$0.505^*$) was relatively low. The data of CC-passive sensor were negatively correlated with those of the near-infrared. NDVI correlation coefficients found more useful to identify the growth characteristics rather than data from single wavelength. Both passive sensor and active sensor were highly significantly correlated with growth characteristics. Consequently, quantifying the growth characteristics using reflectance indices of ground-based remote sensing could be a useful tool to determine the application rate of N fertilizer non-destructively and in real-time.

Estimation of Rice Canopy Height Using Terrestrial Laser Scanner (레이저 스캐너를 이용한 벼 군락 초장 추정)

  • Dongwon Kwon;Wan-Gyu Sang;Sungyul Chang;Woo-jin Im;Hyeok-jin Bak;Ji-hyeon Lee;Jung-Il Cho
    • Korean Journal of Agricultural and Forest Meteorology
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    • v.25 no.4
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    • pp.387-397
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    • 2023
  • Plant height is a growth parameter that provides visible insights into the plant's growth status and has a high correlation with yield, so it is widely used in crop breeding and cultivation research. Investigation of the growth characteristics of crops such as plant height has generally been conducted directly by humans using a ruler, but with the recent development of sensing and image analysis technology, research is being attempted to digitally convert growth measurement technology to efficiently investigate crop growth. In this study, the canopy height of rice grown at various nitrogen fertilization levels was measured using a laser scanner capable of precise measurement over a wide range, and a comparative analysis was performed with the actual plant height. As a result of comparing the point cloud data collected with a laser scanner and the actual plant height, it was confirmed that the estimated plant height measured based on the average height of the top 1% points showed the highest correlation with the actual plant height (R2 = 0.93, RMSE = 2.73). Based on this, a linear regression equation was derived and used to convert the canopy height measured with a laser scanner to the actual plant height. The rice growth curve drawn by combining the actual and estimated plant height collected by various nitrogen fertilization conditions and growth period shows that the laser scanner-based canopy height measurement technology can be effectively utilized for assessing the plant height and growth of rice. In the future, 3D images derived from laser scanners are expected to be applicable to crop biomass estimation, plant shape analysis, etc., and can be used as a technology for digital conversion of conventional crop growth assessment methods.

Evaluation of yield and growth responses on paddy rice under the extremely high temperature using temperature gradient field chamber (온도구배야외챔버를 이용한 고온에서의 벼 생육반응 및 수량성 평가)

  • Oh, Dohyeok;Ryu, Jae-Hyun;Cho, Yunhyeong;Kim, Wonsik;Cho, Jaeil
    • Korean Journal of Agricultural and Forest Meteorology
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    • v.20 no.1
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    • pp.135-143
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    • 2018
  • The effect of elevated temperature on temperate paddy rice will be significant for dependable food supply in East Asia. Using temperature gradient field chamber (TGFC), which was designed to make the horizontal air temperature gradient by $0^{\circ}C$ to $3^{\circ}C$ higher than outside, we examined the measurement to understand the effects of extremely high temperature on paddy rice. In particular, the data of the year 2016, the worst heat wave in over 22 years, was analyzed in this study. The rice height in the relatively warmed condition was rapidly increased during early growth stage. However, the average grain weight and number of spikelet per panicle in the warmed chamber condition were gradually declined with increasing air temperature averaged for 40 days after first heading in each chamber. In particular, the grain yield was more dramatically decreased by the raising temperature because the percent ripened grain was quickly dropped as getting over the threshold temperature for pollination. Therefore, the surplus photosynthetic product by such lower grain filling rate may disturbed the decreases of the NDVI (Normalized Difference Vegetation Index) and SPAD chlorophyll values after first (normal) heading. In addition, the late-emerging head grain were appeared. However, this yield was too small to recover the normal yields decreased by extremely high temperature condition. Our result represented that the warmed condition in 2016 would be the critical limit for the stable yield of temperate paddy rice.

Effects of Arbuscular Mycorrhiza Inoculation and Phosphorus Application on Early Growth of Hot Pepper(Capsicum annum L.) (Arbuscular mycorrhiza의 접종방법 및 인산시용량이 고추(Capsicum annum L.)의 초기생장에 미치는 영향)

  • Park, Hyang-Mee;Kang, Hang-Won;Kang, Ui-Gum;Park, Kyeong-Bae;Lee, Sang-Sun;Song, Sung-Dahl
    • Korean Journal of Soil Science and Fertilizer
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    • v.32 no.1
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    • pp.68-75
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    • 1999
  • This study was conducted to examine the effects of Arbuscular Mycorrhizae inoculation and phosphorus application on early growth of hot pepper. Gigaspora margarita and Acaulospora spinosa were chosen for this investigation and inoculated into soils of different P levels by varying inoculation time and density. After treatment, some relevant growth responses of hot pepper were measured. Regardless of soil P levels, hot peppers treated with arbuscular mycorrhizal fungi had 5~34% more fresh weight than those untreated, but the effect of inoculation time and density was not different between two species. With decreased P levels, the infection rate and dependency of hot peppers increased. The content of P and K of AMF-inoculated hot peppers increased with increasing P levels, but the shoot to root ratio of those elements decreased. The results of this study showed that inoculation of AMF would be effective in promoting growth of hot pepper seedlings and increase transplant adaptation due in part to the resulted higher root development.

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Studies on Hill Pasture Improvement by Hoof Cultivation I. Effect of sowing time on establishment, survival and dry matter yield of pasture species (제경법에 의한 산지초지개량에 관한 연구 I. 초지조성시가 목초의 정착과 잔존 및 건물수량에 미치는 영향)

  • 이효원;김동암;신재순
    • Journal of The Korean Society of Grassland and Forage Science
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    • v.6 no.2
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    • pp.119-123
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    • 1986
  • In order to find out the effect of sowing time on establishment, survival and yield of pasture species when hoof and tooth cultivation was applied, this experiment was conducted from 1982 to 1984 at the comfound of Alpine Experiment Station. The results obtained are as follows: 1. Grasses establishment of 15 April, 15 May, 1 August and 30 August plots was 11.1%, 9.8%, 12.4% and 3.1%, resulting in 10% establishment in all plots except 30 August. The establishment of legumes in spring sowing was about 30%, showing significant difference (P < 0.05) than that of autumn sowing. 2. Botanical composition of sown pasture in all plots 2 years after sowing ranged from 66% to 80%. There was no significant difference between treatment in terms of DM Production 3 years after sowing although there was the difference in establishment and survival of sown pasture at the beginning of grassland establishment. It indicates that appropriate fertilization and grazing management after sowing play an important role in grassland improvement when hoof and tooth cultivation is applied. 3. The utilization of forages in plot 2 years after seeding was from 45 to 53%.

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Water Quality of Streams and Agricultural Wells Related to Different Agricultural Practices in Small Catchments of the Han River Basin (농업형태가 다른 한강 상하류 소유역의 하천수 및 농업용 지하수 수질)

  • Jung, Yeong-Sang;Yang, Jae-E;Joo, Young-Kyu;Lee, Joo-Young;Park, Yong-Seong;Choi, Mun-Heon;Choi, Seung-Chul
    • Korean Journal of Environmental Agriculture
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    • v.16 no.2
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    • pp.199-205
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    • 1997
  • Water quality of streams and ground water from areas of different agricultural practices in the small catchments of the Han River basin was investigated. Water samples were collected from upper, middle and lower reaches of the Han River Basin where three types of agricultural management have been practiced : (1) highland agriculture and livestocks in Daegwanryung area, (2) typical upland and paddy farmings in Dunnae (Jucheon River) and Chuncheon (Soyang River) areas, and (3) intensive farming in the plastic film house in Guri area (Wangsuk stream). Water quality was monitored for EC, pH, COD, TSS, N, rations and anions. Concentrations of N, especially nitrate, and phosphorus in both stream and ground water exceeded the standard water quality criteria in many cases, but those of heavy metals were non-detectable or trace in most cases, except for Wangsuk stream where a high level was detected in a specific sampling time. Chemical criteria such as pH, EC and COD of the stream were suitable for irrigation purpose, but nitrate concentrations in ground water used in the intensive plastic film house were high enough to require a special management consideration. A model on the irrigation water quality incorporating EC and nitrate concentrations was suggested in view of fertilizer management and environmental quality.

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The Influence of Nitrogen Application on the Activity of Rhizobium (질소시용량(窒素施用量)이 근류균활동(根瘤菌活動)에 미치는 영향(影響))

  • Yu, Jin Chang;Yoon, Suk Kwon;Lee, Yong Suk
    • Korean Journal of Soil Science and Fertilizer
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    • v.7 no.4
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    • pp.221-225
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    • 1974
  • The field experiment was conducted to find out the effect of inoculation of Rhizobium and interaction between amount of nitrogen and inoculating in soybean with 4 replicated split plot design. Main plot was 4 level of nitrogen 0, 2, 6, 12kg/10a and subplot was inoculation and uninoculation. The results are summarized as follows. 1. The yield of soybean did not show any significant difference among nitrogen level or between inoculating but yield of inoculated plot was a little increased than that of uninoculation. 2. At four leaves stage and flowering stage, the weight of nodules in root was decreased with incresing amount of nitrogen significantly and uninoculation caused a reduction compared with modulation significantly and those tendency was same in plant height, and those difference among treatment was more distinct in four leaves stage than in flowering stage. 3. After harvest, total nitrogen content in soil was not only increased with increasing nitrogen level but also was more increased in inoculated plot than in uninoculated plot except nitrogen 0kg/10a level. Inoculation of Rhizobium raised 15kg of nitrogen per l0a at 6kg nitrogen level compared with uninoculation.

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Studies on the Tobacco Growth Characteristics under Environmental Conditions between KOREA and U.S.A. (한국과 미국의 재배환경 요인과 담배생육비교)

  • 구한서;박현석;유정은;장기운;이용득
    • KOREAN JOURNAL OF CROP SCIENCE
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    • v.31 no.4
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    • pp.454-464
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    • 1986
  • To find main factors to affect tobacco culture and quality, NC 2326 (Nicotiana tabacum L.) was cultivated in Korea and in the United States under different plant density, fertilization, mulching and curing. Among the chemical characteristics of the both experimental soils, the organic matters were similar concentration in both locations but effective phosphorous contents were higher in Oxford in the United States. Plant height, length and width of the largest leaf, leaf thickness, and midrib ratios were larger in Oxford than in Suwon in Korea. Also they were larger in non mulching system than in mulching system. But the total numbers of the leaves were decreased in non mulching system. The content of nicotine was higher in the plant grown in Suwon than in Oxford. The concentrations of nicotine and sugar tend to increase in mulching system comparing of non mulching system. During the growing, the concentration of non-volatile organic acids was higher in Suwon, while it was lower in cured leaf produced in Suwon. Also the contents of total fatty acids were lower in the harvested leaf grown in Suwon, but not in cured tobacco. Forty three compounds identified among the volatile oils from these experimental samples were quantified. The concentrations of the major components related to the tobacco flavour such as damascone, damascenone, solanone, nor-solanadione, and megastigmatrienones were higher in the cured tobacco produced in Oxford rather than in Suwon.

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Study on Competition Ecology of a Perennial Weed Sagittaria pygmaea Miquel in Paddy Field (논 다년생잡초(多年生雜草) 올미의 경합생태(競合生態)에 관한 연구(硏究))

  • Lee, H.K.;Guh, J.O.
    • Korean Journal of Weed Science
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    • v.2 no.2
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    • pp.114-121
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    • 1982
  • Sagittaria pygmaea Miquel is widely infested and is the most dominant perennial weed in paddy field in Korea. This study was carried out in order to clarify the factors influencing tuber production and the competition ecology. The tuberization capacity in the paddy field transplanted with the small seedlings of rice was higher than in the paddy field transplanted with the vigor seedlings of rice. The stage which rice plants were most damaged by S. pygmaea plants was the period from 31 to 37 days after transplanting. According to the increasing of Eleocharis acicularis Roem. in the condition of rice cultivation, the number of S. pygmaea plants was remarkably reduced. Small size tubers planted within deep soil produced less tubers than large size tubers did. The number of plants and tubers were remarkably increased under the high levels of fertilization. Phosphorus was essential as well as nitrogen for tuberization. And the tuberization capapcity was different with the organic matter content in soil and with the soil moisture.

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Effect of Liquid Pig Manure on Yield and Grain Quality of Rice and Barley under Double Cropping Systems in Paddy Field (벼-보리 작부체계에서 돈분뇨 시용이 수량 및 품질에 미치는 영향)

  • Cho Hyeoun-Suk;Kim Chung-Guk;Seo Jong-Ho;Lee Jong-Ki;Eom Sun-Pyo;Oh Taek-Keun
    • KOREAN JOURNAL OF CROP SCIENCE
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    • v.50 no.spc1
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    • pp.99-103
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    • 2005
  • Nitrogen content of liquid manures varies from $3g\;kg^{-1}\;to\;7g\;kg^{-1}$ according to the collecting seasons. The application effects of liquid manure on the yield of rice are the best in LPM+LPM treatment, although the lodging of crops increased and the quality of rice is deteriorated. When application with LPM+CF treatment and CF+LPM treatment showed no difference in rice yield and quality, compared with CE+CF treatment. Therefore, use of liquid manure on farmland should be limited as once per year during cultivation duration and liquid manure is fully fermented during 6 months at least in order to decrease the damage of crops by application of unmatured liquid manure. Also, application amount of liquid manure should be carefully determined by considering the mineral (especially nitrogen) contents of liquid manure and the recommended fertilizer levels for various crops.