• 제목/요약/키워드: crop discrimination

검색결과 87건 처리시간 0.028초

Detecting Drought Stress in Soybean Plants Using Hyperspectral Fluorescence Imaging

  • Mo, Changyeun;Kim, Moon S.;Kim, Giyoung;Cheong, Eun Ju;Yang, Jinyoung;Lim, Jongguk
    • Journal of Biosystems Engineering
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    • 제40권4호
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    • pp.335-344
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    • 2015
  • Purpose: Soybean growth is adversely affected by environmental stresses such as drought, extreme temperatures, and nutrient deficiency. The objective of this study was to develop a method for rapid measurement of drought stress in soybean plants using a hyperspectral fluorescence imaging technique. Methods: Hyperspectral fluorescence images were obtained using UV-A light with 365 nm excitation. Two soybean cultivars under drought stress were analyzed. A partial least square regression (PLSR) model was used to predict drought stress in soybeans. Results: Partial least square (PLS) images were obtained for the two soybean cultivars using the results of the developed model during the period of drought stress treatment. Analysis of the PLS images showed that the accuracy of drought stress discrimination in the two cultivars was 0.973 for an 8-day treatment group and 0.969 for a 6-day treatment group. Conclusions: These results validate the use of hyperspectral fluorescence images for assessing drought stress in soybeans.

SELECTION OF VISIBLE/NIR WAVELENGTHS FOR CHARACTERIZING FECAL AND INGESTA CONTAMINATION OF POULTRY CARCASSES

  • William R.Windham;Park, Bosoon;Kurt C.Lawarece;Douglas P.Smith
    • 한국근적외분광분석학회:학술대회논문집
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    • 한국근적외분광분석학회 2001년도 NIR-2001
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    • pp.3105-3105
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    • 2001
  • Ingests and fecal contamination on a poultry carcass is a food safety hazard due to potential microbiological contamination. A visible/near-infrared (NIR) spectrometer was used to discriminate among pure ingesta and fecal material, breast skin contaminated with ingesta or fecal material and uncontaminated breast skin. Birds were fed isocaloric diets formulated with either maize, mile, or wheat and soybean meal for protein requirements. Following completion of the feeding period (14 days), the birds were humanely processed and eviscerated to obtain ingests from the crop or proventriculus and feces from the duodenum, ceca, and colon portion of the digestive tract. Pure feces and ingesta, breast skin, and contaminated breast skin were scanned from 400 to 2500 nm and analyzed from 400 to 900 nm. Principal component analysis (PCA) of reflectance spectra was used to discriminate between contaminates and uncontaminated breast skin. Results indicate that visible (400 to 760 nm) and NIR 760-900 nm spectra can detect contaminates. From PCA analysis, key wavelengths were identified for discrimination of uncontaminated skin from contaminates based the evaluation of loadings weights.

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작물 특성을 반영한 농가경영진단표 개발 (Development of Farm Management Diagnostic Checklist Reflecting Crop Characteristics)

  • 최돈우;임청룡
    • 농촌계획
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    • 제23권2호
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    • pp.1-7
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    • 2017
  • The purpose of this study is to develop a farm management diagnostic checklist form, which can be applied to any crops. First, upper indexes and subordinate indexes were identified through survey with expert, and weighted values for each subordinate index were calculated through AHP analysis. Second, as a reuslt of Analytic Hierarchy Process (AHP) analysis, marketing management (0.276) was found to be the most important index of all upper indexes. In the case of subordinate indexes, reflecting management evaluation (0.252) of management consciousness, quality enhancement efforts (0.332) of production management, locating new sales outlets (0.323) of marketing management, agriculture accounting (0.300) of finance management, and adjusting shipping dates (0.274) of risk management were found to be the highest. Third, the interval division using weight of farm receiving prices was higher discrimination in comparison to equal interval division of weighted values for each index. The newly developed farm management diagnostic checklist can be applied to any crops, as it utilizes indexes such as management consciousness, production management, marketing management, financial management, risk management, etc. based on professional opinions. In addition, it allows an objective evaluation of farm management situations by utilizing the weighted value of farm receiving prices.

쌀의 품질평가 현황과 금후 연구방향 (Trend and Further Research of Rice Quality Evaluation)

  • 손종록;김재현;이정일;윤영환;김제규;황흥구;문헌팔
    • 한국작물학회지
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    • 제47권
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    • pp.33-54
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    • 2002
  • Rice quality is much dependent on the pre-and post harvest management. There are many parameters which influence rice or cooked rice qualitys such as cultivars, climate, soil, harvest time, drying, milling, storage, safety, nutritive value, taste, marketing, eating, cooking conditions, and each nations' food culture. Thus, vice evaluation might not be carried out by only some parameters. Physicochemical evaluation of rice deals with amy-lose content, gelatinizing property, and its relation with taste. The amylose content of good vice in Korea is defined at 17 to 20%. Other parameters considered are as follows; ratio of protein body-1 per total protein amount in relation to taste, and oleic/linoleic acid ratio in relation to storage safety. The rice higher Mg/K ratio is considered as high quality. The optimum value is over 1.5 to 1.6. It was reported that the contents of oligosaccharide, glutamic acid or its derivatives and its proportionalities have high corelation with the taste of rice. Major aromatic compounds in rice have been known as hexanal, acetone, pentanal, butanal, octanal, and heptanal. Recently, it was found that muco-polysaccharides are solubilized during cooking. Cooked rice surface is coated by the muco-polysaccharide. The muco-polysaccharide aye contributing to the consistency and collecting free amino acids and vitamins. Thus, these parameters might be regarded as important items for quality and taste evaluation of rice. Ingredients of rice related with the taste are not confined to the total rice grain. In the internal kernel, starch is main component but nitrogen and mineral compounds are localized at the external kernel. The ingredients related with taste are contained in 91 to 86% part of the outside kernel. For safety that is considered an important evaluation item of rice quality, each residual tolerance limit for agricultural chemicals must be adopted in our country. During drying, rice quality can decline by the reasons of high drying temperature, overdrying, and rapid drying. These result in cracked grain or decolored kernel. Intrinsic enzymes react partially during the rice storage. Because of these enzymes, starch, lipid, or protein can be slowly degraded, resulting in the decline of appearance quality, occurrence of aging aroma, and increased hardness of cooked rice. Milling conditions concerned with quality are paddy quality, milling method, and milling machines. To produce high quality rice, head rice must contain over three fourths of the normal rice kernels, and broken, damaged, colored, and immature kernels must be eliminated. In addition to milling equipment, color sorter and length grader must be installed for the production of such rice. Head rice was examined using the 45 brand rices circulating in Korea, Japan, America, Australia, and China. It was found that the head rice rate of brand rice in our country was approximately 57.4% and 80-86% in foreign countries. In order to develop a rice quality evaluation system, evaluation of technics must be further developed : more detailed measure of qualities, search for taste-related components, creation and grade classification of quality evaluation factors at each management stage of treatment after harvest, evaluation of rice as food material as well as for rice cooking, and method development for simple evaluation and establishment of equation for palatability. On policy concerns, the following must be conducted : development of price discrimination in conformity to rice cultivar and grade under the basis of quality evaluation method, fixation of head rice branding, and introduction of low temperature circulation.

레이더 산란계 편파 차이율을 이용한 콩 생육 추정 (Estimation of Soybean Growth Using Polarimetric Discrimination Ratio by Radar Scatterometer)

  • 김이현;홍석영
    • 한국토양비료학회지
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    • 제44권5호
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    • pp.878-886
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    • 2011
  • 본 연구에서는 레이더파 편파 차이비율에서 얻어진 밴드별 Polarimetric Discrimination Ratio (PDR)와 콩 생육인자 및 토양수분과의 관계를 분석하고 PDR를 이용하여 콩 생육 및 토양수분을 추정하고자 하였다. 기후 등의 영향을 받지 않고 10분 단위로 레이더 산란 측정을 할 수 있는 L, C, X-밴드 레이더 산란계 자동측정시스템을 이용하여 PDR와 콩 생육인자 변화를 모니터링 하였다. 콩 생육시기에 따른 밴드별 PDR과 콩 생육인자 변화를 관측한 결과 L-밴드 PDR이 C-, X-밴드 PDR보다 높게 나타났고, 밴드별 PDR이 가장 높게 보인 시기는 L-밴드PDR (DOY 271), C-, X-밴드 PDR (DOY 273)로 거의 일치하였고, 엽면적지수, 식생수분함량, 생체중, 초장 등 콩생육인자들도 동일한 경향을 보였는데 콩 파종 이후 증가하다가 9월 27일 (DOY 270)에 최대값을 보인 후 감소하였다. 하지만 토양수분은 콩 생육인자들과 다른 경향을 보였다. 생육기간동안 토양수분의 변이가 컸고 PDR과 상관성 도 높지 않았다. 하지만 엽면적지수가 2이하 일 때 콩PDR이 증가함에 따라 토양수분도 증가하는 경향을 보였다. 밴드별 PDR과 콩 생육인자와의 상관관계를 분석하였다. L-밴드 PDR에서 생체중 (r=$0.96^{***}$), 엽면적지수 (r=$0.91^{***}$),식생수분함량 (r=$0.94^{***}$), 토양수분 (r=$0.86^{**}$)등 모든 콩생육인자들과 상관계수가 가장 높게 나타났다. C-, X-밴드 PDR에서도 토양수분을 제외한 다른 인자들과 대체로 상관성이 높았다 ($r{\geq}0.83$). 전체 생육기간에서 PDR과 토양수분과의 상관성은 낮았지만 엽면적지수 2 이하 일 때(DOY 220) 모든 밴드에서 PDR과 토양수분과의 상관계수가 전체 생육단계에서 조사한 것 보다 높게 나타났다. 콩 생육인자들과의 상관분석에서 상관계수가 가장 높은 L-밴드 PDR를 이용하여 콩 생육인자 추정을 위한 회귀식을 작성하고 생육인자 실측값과 추정값을 비교하였다. L-밴드 PDR과 생육인자들과의 관계를 비교해 본 결과 생체중 ($L^2$=0.95), 엽면적지수 ($L^2$=0.89), 식생수분함량 ($L^2$=0.93)에서 결정계수가 높게 나타났고 생육인자 실측값과 추정값을 1:1 선상에서 비교해 본 결과 작은 오차를 보여 추정모형의 유효성이 높다는 것이 증명되었다. 본 연구를 통해 PDR를 이용하여 콩 생육 및 토양수분을 추정할 수 있는 가능성을 확인하였다.

근적외선 분광법과 머신러닝을 이용한 메꽃과(Convolvulaceae) 식물의 분류 (Classification of Convolvulaceae plants using Vis-NIR spectroscopy and machine learning)

  • 이용호;손수인;홍선희;김창석;나채선;김인순;장민상;오영주
    • 환경생물
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    • 제39권4호
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    • pp.581-589
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    • 2021
  • 본 연구는 메꽃과 6종의 식물에 대해 신속하고 비파괴적으로 분류하기 위해 근적외선(Vis-NIR) 스펙트럼을 이용하였고 데이터의 전처리와 머신러닝 기술을 적용하였다. 전국적으로 분포하는 메꽃과 6종에 대해 야외에서 휴대용 분광기를 이용하여 판별하였다. 식물의 잎의 표면에서 400~1,075 nm의 근적외선 스펙트럼(1.5 nm)을 수집하였다. 수집된 스펙트럼 데이터는 3가지의 전처리와 raw데이터를 이용하였고 4종류의 머신러닝 모델을 적용하여 높은 판별 정확도를 확인하였다. 전처리와 머신러닝 모델의 조합을 통해 분석된 판별의 정확도는 43~99%의 범위로 분석되었고, standard normal variate 전처리와 support vector machine 머신러닝 모델의 조합에서 판별 정확도가 98.6%로 가장 높게 나타났다. 본 연구에서 수집된 스펙트럼은 식물의 성장단계, 다양한 측정 지역 및 잎에서의 측정 위치 등과 같은 요인과 더불어 데이터 분석을 위한 조건으로 최적의 전처리와 머신러닝 기술을 적용한다면 메꽃과 식물의 야외에서의 정확한 분류가 가능하고 이들 식물의 효과적인 관리와 모니터링에 활용할 수 있을 것으로 판단되었다.

동아시아 및 동남아시아에서 수집한 들깨, 차조기 작물과 잡초형 계통들의 형태적 변이 (Morphological Variation of Cultivated Types of Perilla Crop and Their Weedy Types in East and Southeast Asia)

  • 김진아;사규진;최승훈;이주경
    • 한국작물학회지
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    • 제58권4호
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    • pp.408-415
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    • 2013
  • 본 연구는 동아시아 및 동남아시아에서 수집한 들깨, 차조기 그리고 이들 잡초형 계통들에 대하여 10개의 양적 및 질적 형질들을 이용하여 형태적 변이성을 조사하였다. 그 결과 분석에 이용된 형질들 중에서 종자크기와 종자경도는 재배형 들깨와 재배형 차조기 그리고 들깨의 재배형과 잡초형 계통들을 식별하는 유용한 형질로 밝혀졌으며, 반면에 재배형 및 잡초형 차조기의 계통들은 조사한 대부분의 형질들에서 뚜렷한 차이를 나타내지 않았다. 주성분분석 결과에서 분석에 이용된 10개의 형질들 중에서 꽃색(QL6), 엽표면색(QL3), 종자크기(QN2), 종자경도(QL1), 종자색(QL2), 줄기색(QL7), 엽이면색(QL4) 등은 1축 위에서 음의 방향에 기여하였고, 개화일수(QN1)와 잎모양(QL5), 모용빈도(QL8) 등은 1축 위에서 양의 방향에 기여하였다. 특히, 이들 형질들 중에서 꽃색(QL6), 엽표면색(QL3), 종자크기(QN2), 종자경도(QL1) 그리고 모용빈도(QL8) 등은 들깨 재배형와 차조기의 재배형 그리고 들깨의 재배형 및 잡초형 계통들을 식별하는데 유용한 형질들이었다. 그러나 차조기의 재배형 및 잡초형 계통들은 대부분의 형질들에서 명확하게 구분되지가 않았다. 아직까지 동아시아 및 동남아시아에서 들깨와 차조기의 야생종은 알려져 있지는 않지만, 들깨와 차조기 작물의 잡초형 계통들은 재배형 들깨와 재배형 차조기 작물의 기원을 이해하는데 분류학적으로 중요한 위치에 있는 것으로 생각된다.

A rock physical approach to understand geo-mechanics of cracked porous media having three fluid phases

  • Ahmad, Qazi Adnan;Wu, Guochen;Zong, Zhaoyun;Wu, Jianlu;Ehsan, Muhammad Irfan;Du, Zeyuan
    • Geomechanics and Engineering
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    • 제23권4호
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    • pp.327-338
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    • 2020
  • The role of precise prediction of subsurface fluids and discrimination among them cannot be ignored in reservoir characterization and petroleum prospecting. A suitable rock physics model should be build for the extraction of valuable information form seismic data. The main intent of current work is to present a rock physics model to analyze the characteristics of seismic wave propagating through a cracked porous rock saturated by a three phase fluid. Furthermore, the influence on wave characteristics due to variation in saturation of water, oil and gas were also analyzed for oil and water as wet cases. With this approach the objective to explore wave attenuation and dispersion due to wave induce fluid flow (WIFF) at seismic and sub-seismic frequencies can be precisely achieved. We accomplished our proposed approach by using BISQ equations and by applying appropriate boundary conditions to incorporate heterogeneity due to saturation of three immiscible fluids forming a layered system. To authenticate the proposed methodology, we compared our results with White's mesoscopic theory and with the results obtained by using Biot's poroelastic relations. The outcomes reveals that, at low frequencies seismic wave characteristics are in good agreement with White's mesoscopic theory, however a slight increase in attenuation at seismic frequencies is because of the squirt flow. Moreover, our work crop up as a practical tool for the development of rock physical theories with the intention to identify and estimate properties of different fluids from seismic data.

Rapid molecular authentication of three medicinal plant species, Cynanchum wilfordii, Cynanchum auriculatum, and Polygonum multiflorum (Fallopia multiflorum), by the development of RAPD-derived SCAR markers and multiplex-PCR

  • Moon, Byeong-Cheol;Choo, Byung-Kil;Cheon, Myeong-Sook;Yoon, Tae-Sook;Ji, Yun-Ui;Kim, Bo-Bae;Lee, A-Young;Kim, Ho-Kyoung
    • Plant Biotechnology Reports
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    • 제4권1호
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    • pp.1-7
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    • 2010
  • Definitive identification of original plant species is important for standardizing herbal medicine. The herbal medicines Cynanchi Wilfordii Radix (Baekshuoh in Korean and Beishuwu in Chinese) and Polygoni Multiflori Radix (Hashuoh in Korean and Heshuwu in Chinese) are often misidentified in the Korean herbal market due to morphological similarities and similar names. Therefore, we developed a reliable molecular marker for the identification of Cynanchi Wilfordii Radix and Polygoni Multiflori Radix. We used random amplified polymorphic DNA (RAPD) analysis of three plant species, Polygoni multiflorum, Cynanchum wilfordii, and Cynanchum auriculatum, to obtain several species-specific RAPD amplicons. From nucleotide sequences of these RAPD amplicons, we developed six sequence characterized amplification region (SCAR) markers for distinguishing Polygoni Multiflori Radix and Cynanchi Wilfordii Radix. Furthermore, we established SCAR markers for the simultaneous discrimination of the three species within a single reaction by using multiplex-PCR. These SCAR markers can be used for efficient and rapid authentication of these closely related species, and will be useful for preventing the distribution of adulterants.

Ginseng authenticity testing by measuring carbon, nitrogen, and sulfur stable isotope compositions that differ based on cultivation land and organic fertilizer type

  • Chung, Ill-Min;Lee, Taek-Jun;Oh, Yong-Taek;Ghimire, Bimal Kumar;Jang, In-Bae;Kim, Seung-Hyun
    • Journal of Ginseng Research
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    • 제41권2호
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    • pp.195-200
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    • 2017
  • Background: The natural ratios of carbon (C), nitrogen (N), and sulfur (S) stable isotopes can be varied in some specific living organisms owing to various isotopic fractionation processes in nature. Therefore, the analysis of C, N, and S stable isotope ratios in ginseng can provide a feasible method for determining ginseng authenticity depending on the cultivation land and type of fertilizer. Methods: C, N, and S stable isotope composition in 6-yr-old ginseng roots (Jagyeongjong variety) was measured by isotope ratio mass spectrometry. Results: The type of cultivation land and organic fertilizers affected the C, N, and S stable isotope ratio in ginseng (p < 0.05). The ${\delta}^{15}N_{AIR}$ and ${\delta}^{34}S_{VCDT}$ values in ginseng roots more significantly discriminated the cultivation land and type of organic fertilizers in ginseng cultivation than the ${\delta}^{13}C_{VPDB}$ value. The combination of ${\delta}^{13}C_{VPDB}$, ${\delta}^{15}N_{AIR}$, or ${\delta}^{34}S_{VCDT}$ in ginseng, except the combination ${\delta}^{13}C_{VPDB}-^{34}S_{VCDT}$, showed a better discrimination depending on soil type or fertilizer type. Conclusion: This case study provides preliminary results about the variation of C, N, and S isotope composition in ginseng according to the cultivation soil type and organic fertilizer type. Hence, our findings are potentially applicable to evaluate ginseng authenticity depending on cultivation conditions.