• Title/Summary/Keyword: Citrus sinensis

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Development of Machine Learning Models Classifying Nitrogen Deficiency Based on Leaf Chemical Properties in Shiranuhi (Citrus unshiu × C. sinensis) (부지화 잎의 화학성분에 기반한 질소결핍 여부 구분 머신러닝 모델 개발)

  • Park, Won Pyo;Heo, Seong
    • Korean Journal of Plant Resources
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    • v.35 no.2
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    • pp.192-200
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    • 2022
  • Nitrogen is the most essential macronutrient for the growth of fruit trees and is important factor determining the fruit yield. In order to produce high-quality fruits, it is necessary to supply the appropriate nitrogen fertilizer at the right time. For this, it is a prerequisite to accurately diagnose the nitrogen status of fruit trees. The fastest and most accurate way to determine the nitrogen deficiency of fruit trees is to measure the nitrogen concentration in leaves. However, it is not easy for citrus growers to measure nitrogen concentration through leaf analysis. In this study, several machine learning models were developed to classify the nitrogen deficiency based on the concentration measurement of mineral nutrients in the leaves of tangor Shiranuhi (Citrus unshiu × C. sinensis). The data analyzed from the leaves were increased to about 1,000 training dataset through the bootstrapping method and used to train the models. As a result of testing each model, gradient boosting model showed the best classification performance with an accuracy of 0.971.

Impact of Genetically Modified Enterobacter cloacae on Indigenous Endophytic Community of Citrus sinensis Seedlings

  • Fernando Dini;Mortatti, Marcelo-Jose;Souza, Andre-Oliveira de;Walter Maccheroni;Joao Lucio;Welington Luiz
    • Journal of Microbiology
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    • v.42 no.3
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    • pp.169-173
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    • 2004
  • Enterobacter cloacae (strain PR2/7), a genetically modified endophyte(GME) in citrus plants, carrying different plasmids (pEC3.0/18, pCelE, pEglA and pGFP), was inoculated into Citrus sinensis seedlings under greenhouse conditions. The impact of this on the indigenous bacterial endophytic community was studied by analyses of 2 different morphologic groups. The germination rates of inoculated seeds were evaluated in greenhouse, and plasmid stability under in vitro conditions. Results demonstrated a great and diverse endophytic community inside plants, and specialization in tissue colonization by some bacterial groups, in different treatments. Shifts in seed germination rate were observed among treatments: in general, the PR2/7 harboring pEglA bacterial- clone significantly reduced seed germination, compared to the PR2/7 harboring pEC3.0/18 clone. This suggests that the presence of the pEglA plasmid changes bacteria-seed interactions. The endophytic community of citrus seedlings changed according to treatment. In seedlings treated with the PR2/7 with pEglA clone, the population of group II decreased significantly, within the context of the total endophytic community. These results indicate that the application of GMEs induces shifts in the endophytic bacterial community of citrus seedlings.

The Antioxidative and Antibrowning Effects of Citrus Peel Extracts on Fresh-cut Apples (Citrus 과피 추출물의 항산화 및 사과 슬라이스에 대한 항갈변 효과)

  • Park, Miji;Kim, Gun-Hee
    • Korean Journal of Food Science and Technology
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    • v.45 no.5
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    • pp.598-604
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    • 2013
  • This study was designed to evaluate the usability of the following citrus peel extracts (CPEs): Citrus sinensis (orange), C. unshiu (mandarin orange), C. limon (lemon), and C. paradise (grapefruit) as natural antibrowning agents. Overall, 0.1% of the CPEs were effective in reducing the browning of apple slices. The appearance of apple slices dipped in C. limon peel extracts (LPE) were found to be excellent and their Hunter L and ${\Delta}E$ values were similar to the values obtained when apple slices were dipped in ascorbic acid. The pH values of the different CPEs were not significantly different from each other, but were higher than that of ascorbic acid. LPE was found to possess the highest total phenolic content, flavonoid content, DPPH radical scavenging activity, and copper ($Cu^{2+}$) chelating activity. All these results suggest that citrus peel extracts, especially lemon peel extract, can be used as natural antibrowning agents.

Changes in Quality Characteristics of 'Setoka' (Citrus spp.) Using Different Storage Methods (저장방법에 따른 '세토카' 감귤의 품질변화)

  • Lee, Ji-Hyun;An, Hyun-Joo;Lee, Sun-Yi;Choi, Young-Hun;Lim, Byoung-Seon;Kang, Yeung-Joo
    • Food Science and Preservation
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    • v.16 no.5
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    • pp.644-649
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    • 2009
  • We investigated quality changes in Setoka ([Citrus unshiu$\times$Citrus sinensis]$\times$Citrus reticulate]$\times$[Citrus reticulata$\times$Citrus sinensis]) wrapped in 30-m pore size low-density polyethylene film (LDPE) and stored at different temperatures. LDPE wrapping effectively inhibited weight loss, and fruits seemed fresh even after room temperature storage. The decay rate was higher at room temperature and with LDPE wrapping. The respiration rate of LDPE- wrapped fruits was somewhat higher than that of control samples. Thus, no modified atmosphere packaging (MAP) effect was observed when 'Setoka' citrus was studied. Acidity decreased at a constant but different rate with each storage method used, and these rates were correlated with respiration rates. Soluble solid content (SSC), however, increased during 45 days of storage a subsequent rapid decrease was then observed.

Chlorophyll Fluorescence and $CO_2$ Fixation Capacity in Leaves of Camellia sinensis, Camellia japonica, and Citrus unshiu (차나무, 동백나무, 귤나무 잎에서 엽록소 형광 및 $CO_2$ 흡수능의 비교 분석)

  • Oh, Soonja;Lee, Jin-Ho;Ko, Kwang-Sup;Koh, Seok Chan
    • Korean Journal of Environmental Biology
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    • v.30 no.2
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    • pp.98-106
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    • 2012
  • The chlorophyll fluorescence and photosynthetic $CO_2$ fixation capacity of leaves from three major crop trees found on Jeju Island, Camellia sinensis L., Camellia japonica L., and Citrus unshiu M., were analyzed. The photosynthetic $CO_2$ fixation rate of C. sinensis was similar to that of C. unshiu, and much higher than that of C. japonica which belongs to the same genus. Stomatal conductance in the three species was high at dawn and low during daytime. The intercellular $CO_2$ concentration of the three species was also high at dawn and decreased at midday. The transpiration rate showed an opposite trend from the intercellular $CO_2$ concentration. The photochemical efficiencies of PSII (Fv/Fm) in C. sinensis were slightly lower at midday compared to the level at dawn and/or dusk. The decline in Fv/Fm of C. sinensis at midday was much smaller than that of C. japonica. These results indicate that C. sinensis is better acclimated to high levels of radiation under natural conditions in late summer, although its PSII reaction center was inhibited by strong radiation. Of the chlorophyll fluorescence parameters in the species, the RC/CS decreased significantly while the ABS/RC, TRo/RC, ETo/RC, and DIo/RC increased significantly at midday in late summer. However, C. unshiu did not show significant changes in these values depending on the time of day. Among the three species, the daily $CO_2$ fixation rate in C. sinensis ($320.1mmol\;m^{-2}d^{-1}$) was the highest, followed by that of C. unshiu ($292.5mmol\;m^{-2}d^{-1}$) and C. japonica ($244.8mmol\;m^{-2}d^{-1}$). Thus, C. sinensis may be a valuable crop tree in terms of the uptake of $CO_2$ under natural field conditions.

Toxicity of various fruit tree extracts to five agricultural and four stored-product anthropod pests (다양한 과일나무에서 유래된 추출물의 농업해충 및 저장물해충에 대한 살충활성)

  • Lee, Sang-Guei;Park, Byeoung-Soo;Lee, Sung-Eun;Son, Jae-Gwon;Song, Cheol;Lee, Hoi-Seon
    • The Korean Journal of Pesticide Science
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    • v.5 no.4
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    • pp.27-32
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    • 2001
  • Methanol extracts from 43 materials of 17 fruit trees were tested for their insecticidal activities toward five agricultural and four stored-product anthropod pests. Efficacy varied with insect species, plant species, and tissue sampled. At a concentration of 2,500 ppm, strong activity was observed with extracts of Chaenomeles sinensis and Punica granatum seeds against Myzus persicae adult females, Vitis vinifera seeds against Nilaparvata lugens adults, Citrus junos, Citrus paradisi, Cucumis melo Linne var. reticulatus, Diospyros kaki, Malus pumila var. dulcissima, Prunug persica, and V. vinifera seeds against Plutella xylostella, Citrus sinensis seeds against Spedoptera litura larvae, and Ch. sinensis and V. vinifera against Tetranychus urticae adults. Against four stored-product insect pests at 50 ppm, seed extracts of Ch. sinensis and V. vinifera against Sitophilus oryzae adults, and Ch. sinensis, C. junos, D. kaki, and V. vinifera against Callosobruchus chinensis adults gave over 80% mortality. Extracts of all samples exhibited little and no activity against Lasioderma serricorne adults and Plodia interpunctella larvae.

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Genome-wide identification and expression profiling of the pectin methylesterase gene family in Citrus sinensis (L.) Osbeck

  • Ho Bang Kim;Chang Jae Oh;Nam-Hoon Kim;Cheol Woo Choi;Minju Kim;Sukman Park;Seong Beom Jin;Su-Hyun Yun;Kwan Jeong Song
    • Journal of Plant Biotechnology
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    • v.49 no.4
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    • pp.271-291
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    • 2022
  • Pectin methylesterase (PME) plays an important role in vegetative and reproductive development and biotic/abiotic stress responses by regulating the degree of methyl-esterification of pectic polysaccharides in the plant cell wall. PMEs are encoded by a large multigene family in higher land plant genomes. In general, the expression of plant PME genes shows tissue- or cell-specific patterns and is induced by endogenous and exogenous stimuli. In this study, we identified PME multigene family members (CsPMEs) from the sweet orange genome and report detailed molecular characterization and expression profiling in different citrus tissues and two fruit developmental stages. We also discussed the possible functional roles of some CsPME genes by comparing them with the known functions of PMEs from other plant species. We identified 48 CsPME genes from the citrus genome. A phylogenetic tree analysis revealed that the identified CsPMEs were divided into two groups/types. Some CsPMEs showed very close phylogenetic relationships with the PMEs whose functions were formerly addressed in Arabidopsis, tomato, and maize. Expression profiling showed that some CsPME genes are highly or specifically expressed in the leaf, root, flower, or fruit. Based on the phylogenetic relationships and gene expression profiling results, we suggest that some CsPMEs could play functional roles in pollen development, pollen tube growth, cross incompatibility, root development, embryo/seed development, stomata movement, and biotic/abiotic stress responses. Our results shed light on the biological roles of individual CsPME isoforms and contribute to the search for genetic variations in citrus genetic resources.

Phylogenic Study of Genus Citrus and Two Relative Genera in Korea by trnL-trnF Sequence (trnL-trnF 서열에 의한 한국 귤나무속과 두 근연 식물종의 계통분류학적 연구)

  • Huh, Man-Kyu;Yoon, Hye-Jeong;Choi, Joo-Soo
    • Journal of Life Science
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    • v.21 no.10
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    • pp.1452-1459
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    • 2011
  • Citrus is a common term and genus (Citrus) of flowering plants in the rue family, Rutaceae. Citrus is believed to have originated in the part of Southeast Asia bordered by Northeastern India, Myanmar (Burma) and the Yunnan province of China. The taxonomy and systematics of the genus are complex and the precise number of natural species is unclear, as many of the named species are clonally propagated hybrids, and there is genetic evidence that even some wild, true-breeding species are of a hybrid origin. One of the most popular sequences for phylogenetic inference at the generic and infrageneric levels in plants is the chloroplast trnL-trnF region. We evaluated the seven taxa with the trnL-trnF region to estimate phenotypic relationships within the genera Citrus, Poncirus, and Fortunella in Korea. Alignment of the DNA sequences required the addition of numerous gaps. Sequence variation within Citrus was mostly due to insertion/deletion. Within the genus Citrus, C. lomonia and C. sinensis were relatives and sistered with C. aurantium in the four phylogenetic analyses (MP, ML, ME, and NJ). However, some external nodes were poorly supported.

Antioxidant Activity of Ethanol Extract from Different Parts of 5 Types of Imported Citrus (Citrus limon, Citrus paradisi Macfad, Citrus. grandis Osbeck × Citrus. Paradisi Macf., Citrus sinensis, Citrus reticulata Blanco, Citrus x aurantifolia) (수입귤 6종(레몬, 지몽, 청자몽, 오렌지, 만다린, 라임) 부위별 에탄올 추출물의 항산화 활성)

  • Ji-Won Seo;Mi-Kyeong Jang;Won-Seob Song
    • Proceedings of the Plant Resources Society of Korea Conference
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    • 2023.04a
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    • pp.67-67
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    • 2023
  • 수입귤 6종(레몬, 자몽, 청자몽, 오렌지, 만다린, 라임) 부위별 에탄올 추출물의 항산화 활성에 관하여 총 폴리페놀 함량 측정, 총 플라보노이드 함량 측정, DPPH radical 소거 활성 실험을 실시하였다. 수입귤 6종(레몬, 자몽, 청자몽, 오렌지, 만다린, 라임)의 각 부위별 생리활성 실험에서 총 폴리페놀 함량(mg/g)은 청자몽 중피(252.14mg/g)와 청자몽 외피(224.60mg/g), 청자몽 과피(213.13mg/g), 자몽 중피(197.13mg/g) 순으로 모두 150mg/g 이상의 양호한 폴리페놀 함량을 나타내었다. 수입귤 6종(레몬, 자몽, 청자몽, 오렌지, 만다린, 라임)의 각 부위별 총 플라보노이드 함량(mg/g)은 자몽 중피(147.24mg/g)와 청자몽 중피(147.08mg/g), 청자몽 과피(127.74mg/g), 청자몽 외피(122.5mg/g) 순으로 모두 120mg/g 이상의 매우 양호한 플라보노이드 함량을 나타내었다. 수입귤 6종(레몬, 자몽, 청자몽, 오렌지, 만다린, 라임)의 각 부위별 항산화 활성(EDA, %)은 레몬 과피(83.21%)를 시작으로 라임 전체(80.23%), 레몬 과육(77.02%), 레몬 전체(69.85%), 만다린 과피(68.86%), 라임 과육(64.61%) 순으로 EDA 50% 이상 값을 나타내어 양호한 항산화 활성을 보였다.

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