• Title/Summary/Keyword: apple disease

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Improved Deep Residual Network for Apple Leaf Disease Identification

  • Zhou, Changjian;Xing, Jinge
    • Journal of Information Processing Systems
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    • v.17 no.6
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    • pp.1115-1126
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    • 2021
  • Plant disease is one of the most irritating problems for agriculture growers. Thus, timely detection of plant diseases is of high importance to practical value, and corresponding measures can be taken at the early stage of plant diseases. Therefore, numerous researchers have made unremitting efforts in plant disease identification. However, this problem was not solved effectively until the development of artificial intelligence and big data technologies, especially the wide application of deep learning models in different fields. Since the symptoms of plant diseases mainly appear visually on leaves, computer vision and machine learning technologies are effective and rapid methods for identifying various kinds of plant diseases. As one of the fruits with the highest nutritional value, apple production directly affects the quality of life, and it is important to prevent disease intrusion in advance for yield and taste. In this study, an improved deep residual network is proposed for apple leaf disease identification in a novel way, a global residual connection is added to the original residual network, and the local residual connection architecture is optimized. Including that 1,977 apple leaf disease images with three categories that are collected in this study, experimental results show that the proposed method has achieved 98.74% top-1 accuracy on the test set, outperforming the existing state-of-the-art models in apple leaf disease identification tasks, and proving the effectiveness of the proposed method.

Survey of Major Leaf Disease Occurred on Apple Tree in Korea from 1992-2010 (1992-2010년도 사과나무 잎에 발생하는 주요 병해 발생조사)

  • Cheon, Wonsu;Do, Yun-Su;Lee, Sun-Young;Choi, Kyung-Hee;Nam, Jong-Chul;Kim, Se Jin;Lee, Dong-Hyuk
    • Research in Plant Disease
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    • v.24 no.4
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    • pp.249-256
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    • 2018
  • Disease occurrence in apple cultivars on 13-30 apple orchards from April to October 1992-2010 was investigated at 30 days intervals in Gyeongbuk, Gyeongnam and Jeonbuk provinces of Korea. Apple cultivar 'Fuji' was found most susceptible and is being damaged by cedar apple rust, scab, gray mold, Alternaria blotch and Marssonia blotch as major leaf diseases that were observed. The percentage of occurrence of these leaf diseases varies from every year. This variation is based on different rainfall and temperature conditions, cultivation, root stock and changed system of fungicide spray during the particular year and season.

Identification and Characterization of Colletotrichum Species Associated with Bitter Rot Disease of Apple in South Korea

  • Oo, May Moe;Yoon, Ha-Yeon;Jang, Hyun A;Oh, Sang-Keun
    • The Plant Pathology Journal
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    • v.34 no.6
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    • pp.480-489
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    • 2018
  • Bitter rot caused by Colletotrichum species is a common fruit rotting disease of apple and one of the economically important disease in worldwide. In 2015 and 2016, distinct symptoms of bitter rot disease were observed in apple orchards in five regions of South Korea. In the present study, infected apples from these regions were utilized to obtain eighteen isolates of Colletotrichum spp. These isolates were identified and characterized according to their morphological characteristics and nucleotide sequence data of internal transcribed spacer regions and glyceraldehyde-3-phosphate-dehydrogenase. Molecular analyses suggested that the isolates of Colletotrichum causing the bitter rot disease in South Korea belong to 4 species: C. siamense; C. fructicola; C. fioriniae and C. nymphaeae. C. siamense and C. fructicola belonged to Musae Clade of C. gloeosporioides complex species while C. fioriniae and C. nymphaeae belonged to the Clade 3 and Clade 2 of C. acutatum complex species, respectively. Additionally, we also found that the isolates of C. gloeosporioides species-complex were more aggressive than those in the C. acutatum species complex via pathogenicity tests. Taken together, our results suggest that accurate identification of Colletotrichum spp. within each species complex is required for management of bitter rot disease on apple fruit in South Korea.

Ecological Characteristics and Unique Diagnostic Techniques of Apple Blotch Disease Caused by Marssonina coronaria in Korea

  • Back, Chang-Gi;Lee, Seung-Yeol;Jung, Hee-Young
    • 한국균학회소식:학술대회논문집
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    • 2014.10a
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    • pp.36-36
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    • 2014
  • Apple blotch, caused by Marssonina coronaria, induce early defoliation in apple and leading to critical economic losses in apple orchards in Korea. Since M. coronaria is difficult to culture, we developed isolation and cultural method. We collected M. coronaria isolates from Gyeongbuk Province and then constructed phylogentic tree based on ITS regions. As the results, phylogenetic relationship indicated that all Korean isolates formed a same cluster and closely related to Chinese isolates [1]. Ecological characteristic of M. coronaria have been observed in apple orchards which located in Gyeongbuk Province from 2011 to present. As the results, the typical apple blotch symptoms were observed from July, and then the infected leaves were discolored and formed acervuli on the leaves. After rainfall, severe infection of symptoms such as discoloration and early defoliation were continuously observed until October. Also overwintered conidia were observed in next March on the fallen diseased leaves [2]. In the last 5 years, ascopores of M. coronaria were not observed in apple orchards which were severely infected by M. coronaria in Korea. Thus, it is assumed that overwintered conidia could be a primary inoculum of M. coronaria. Meanwhile, apple blotch has long latent periods compare to other apple disease. During the latent period, early diagnosis of apple blotch is the most important to control the disease by spray fungicide. In this reason, we developed novel diagnostic method to detect M. coronaria during latent period using optical coherence tomography (OCT) and Loop-mediated isothermal amplification (LAMP) method [2, 3]. In this presentation, it will introduce ecological characterization of M. coronaria in Korea and unique detection technique of M. coronaria in apple. It will be helpful to develop new strategies to control apple blotch in Korea.

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Study on the Possibility of Occurrence of Apple Replant Disease in Kyungpook Region (경북지역(慶北地域)사과원(園)의 개식장해(改植障害) 발생가능성(發生可能性)에 관(關)한 연구(硏究))

  • Kim, Kyu Rae
    • Current Research on Agriculture and Life Sciences
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    • v.11
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    • pp.91-99
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    • 1993
  • In order to clarify the possibility of occurrence of apple replant disease and the severity of it in Kyungbuk area, 23 apple orchard soils older than 20 years were collected and growth response of apple seedlings in the soil was tested by soil fumigation. Some factors concerned with apple replant disease in some cases were also checked. The results were as follows. 1. Plant height of apple seedlings was significantly increased in 6 apple orchards and up to 38% in a most conspicuous case by soil fumigation. 2. Fresh weight of aboveground part(except leaves), underground part and whole plant(except leaves) of apple seedlings was significantly increased in 10,4 and 9 apple orchards, respectively by soil fumigation. The response of soil fumigation was pronounced in fresh weight of aboveground part of apple seedlings, more than 50% increase in 5 apple orchards. 3. The effects of available copper and arsenic content in soil and soil nematodes population on the plant height and fresh weight of apple seedlings were not recognized as important factors causing apple replant disease. 4. Effect of soil PH on the occurrence of apple replant disease was not recognized.

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Comparison of Virus Elimination Methods for Disease-free Seedlings of the Apple Dwarfing Rootstock (사과 왜성대목 무독묘 생산을 위한 바이러스 제거 방법 비교)

  • Kwon, Young Hee;Lee, Joung Kwan;Kim, Hee Kyu;Kim, Kyung Ok;Park, Jae Seong;Huh, Yoon Sun;Yoon, Yeo Joong
    • Proceedings of the Plant Resources Society of Korea Conference
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    • 2019.04a
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    • pp.54-54
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    • 2019
  • Apple (Malus domestica) is one of the most economically important fruits in Korea. But virus infection has decreased sustainable production of apple and caused the serious problems such as yield loss and poor fruit quality. Virus or viroid infection including Apple chlorotic leaf spot virus (ACLSV), Apple stem pitting virus (ASPV), Apple stem grooving virus (ASGV), Apple mosaic virus (ApMV) and Apple scar skin viroid (ASSVd) has been also reported in Korea. In many cases, apple is infected with virus and viroid with no specific symptoms, the damage caused by the virus are unaware significantly. In our research, we tried to eliminate viruses in the rootstock for the disease-free seedlings of the apple dwarfing rootstock M.9 and M.26. The method of virus elimination was meristem culture, heat($37^{\circ}C$, 6weeks) treatment and chemistry($Ribavirin^{(R)}$) treatment. The analytical methods commonly used for the detection of virus is Enzyme-linked Immuno-Sorbent Assay(ELlSA) and Reverse Transcription-polymerase Chain Reaction(RT-PCR). RT-PCR method was more 30% sensitive than ELISA method. Efficiency of method eliminate virus appeared meristem method > heat treatment > chemistry treatment. The higher acquisition rate of disease-free seedlings is 30~40% on meristem treatment. In meristem treatment, the apple dwarfing rootstock M.9 gained infection ratio of ACLSV, ASPV and ASGV were 45%, 60% and 50% respectively. In the apple dwarfing rootstock M.26, infection ratio of ACLSV, ASPV and ASGV were 40%, 55%, 55%, respectively. Based on our results, it was found that most effective method of disease-free seedlings apple dwarfing rootstocks was by meristem treatment than heat method and chemistry treatment.

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After-infection Activity of Protective Fungicides against Apple White Rot

  • Lee, Dong-Hyuk;Kim, Dae-Hee;Woo, Hyun;Uhm, Jae-Youl
    • The Plant Pathology Journal
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    • v.23 no.3
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    • pp.166-173
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    • 2007
  • In a trial to select suitable fungicides for developing a spray program that can control apple white rot effectively, after-infection activities in some protective fungicides were detected. Six fungicides, mancozeb, propineb, benomyl, folpet, azoxystrobin and iminoctadine-triacetate, which had been extensively used in apple orchards, were sprayed on 12-year-old apple trees (cv. Fuji) at 15-day intervals from late May to late July. Disease incidences and infection frequencies of the fruit bagged just before and soon after each spray were examined. When the infection frequency or disease incidence of the fruit bagged after each spraying of fungicide was significantly lower than those of the fruit bagged before spraying, the fungicides appeared to confer after-infection activity. The six fungicides showed diverse activities on white rot: folpet showed after-infection activity on disease development, iminoctadine-triacetate showed after-infection activity on infection, azoxystrobin showed after-infection activity on disease development and infection, and mancozeb, propineb and benomyl showed no distinct activity. The activity of a fungicide became much higher when it was sprayed alternately with other fungicide rather than successive spraying of the same fungicide. Analysis of the properties of these protective fungicides could lead to the development of a highly effective spray program against white rot.

Changes in periodontal pathogens and chronic disease indicators through adjunctive probiotic supplementation : a case report (보조적 프로바이오틱스 복용을 통한 치주 병원성 세균 및 전신질환 지표 변화: 증례보고)

  • Mu-Yeol Cho;In-Seong Hwang;Young-Yeon Kim;Hye-Sung Kim
    • Journal of Korean society of Dental Hygiene
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    • v.24 no.2
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    • pp.91-98
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    • 2024
  • Objectives: This case study aimed to evaluate changes in periodontal pathogens and systemic disease indicators following the adjunctive use of probiotics for periodontal treatment. Methods: Two adults, a 64-year-old male and 71-year-old female, were selected with ethical approval and underwent comprehensive oral and systemic health assessments before and after probiotic intake with periodontal debridement. Results: There was a significant reduction in the periodontal pathogens, particularly Porphyromonas gingivalis and Treponema forsythia, and no adverse systemic indicators were observed. Moreover, a trend toward improved lipid profiles was noted, suggesting a potential positive impact on systemic health. Conclusions: This study shows the potential role of probiotics in enhancing oral health and preventing systemic diseases, thus highlighting the need for further research and clinical trials.

Isolation and Identification of Antagonistic Microorganisms for Biological Control to Apple Tree Diseases, Canker(Valsa ceratosperma) (사과 부란변 방제를 위한 길항미생물 분리 및 동정)

  • 박흥섭;조정일
    • Korean Journal of Organic Agriculture
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    • v.6 no.1
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    • pp.35-43
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    • 1997
  • For the purpose of acquiring microbial agents that can be utilized to billogically control the major airborne disease to apple trees, such as canker(Valsa ceratosperma), the effective microorgaisms were isolated, tested for antagonistic activity to the pathogen causing major disease to apple trees and identifed. Screening of more than 3, 000 species of microorganisms collected in nature for them antagonistic action to the pathogen, Valsa ceratosperma causing disease to apple tree resulted in selection of effective species. Out of the 11 species, one species designated as CAP141 demonstrated outstanding activity. The bacterial strain, CAP141 exerted antagonistic efficiency of 65% on Valsa ceratosperma. The CAP141 was identified as a bacterial strain to Bacillus subtilis based on morphology, culture conditions, and physio-biochemical characteristics.

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Survey on the Occurrence of Apple Diseases in Korea from 1992 to 2000

  • Lee, Dong-Hyuk;Lee, Soon-Won;Choi, Kyung-Hee;Kim, Dong-A;Uhm, Jae-Youl
    • The Plant Pathology Journal
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    • v.22 no.4
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    • pp.375-380
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    • 2006
  • In the survey from 1992 to 2000, twenty-eight parasitic diseases were observed in major apple producing areas in Korea. The predominant apple diseases were white rot(Botryosphaeria dothidea), Marssonina blotch(Marssonina mali), Valsa canker(Valsa ceratosperma), Alternaria leaf spot(Alternaria mali), and bitter rot(Collectotrichum gloeosporioides and C. acutatum). Apple scab that reappeared in 1990 after disappearance for 15 years was disappeared again since 1997. A viroid disease(caused by apple scar skin viroid) was newly found in this survey. The five diseases, fire blight(Erwinia amylovora), black rot(Botryosphaeria obtusa), scab(Cladosporium carpophilum), Monochaetia twig blight(Monochaetia sp.), and brown leaf spot(Hendersonia mali), which had once described in 1928 but no further reports on their occurrence, were not found in this survey. However, blossom blight(Monilinia mali), brown rot(Monilinia fructigena), and pink rot(Trichothecium roseum), which did not occur on apple after mid 1970s, were found in this survey.