RETRACTED: Predicting the impact of environmental factors on citrus canker through multiple regression (Retracted Article)

被引:9
|
作者
Hameed, Akhtar [1 ]
Atiq, Muhammad [2 ]
Ahmed, Zaheer [3 ]
Rajput, Nasir Ahmed [2 ]
Younas, Muhammad [2 ]
Rehman, Abdul [2 ]
Alam, Muhammad Waqar [4 ]
Sarfaraz, Sohaib [2 ]
Liaqat, Nadia [2 ]
Fatima, Kaneez [2 ]
Tariq, Komal [5 ]
Jameel, Sahar [2 ]
Ghazali, Hafiz Muhammad Zia Ullah [6 ]
Vachova, Pavla [7 ]
Salmen, Saleh H. [8 ]
Ansari, Mohammad Javed [9 ]
机构
[1] MNS Univ Agr, Inst Plant Protect, Multan, Pakistan
[2] Univ Agr Faisalabad, Dept Plant Pathol, Faisalabad, Pakistan
[3] Univ Agr Faisalabad, Dept Plant Breeding & Genet, Faisalabad, Pakistan
[4] Univ Lahore, Inst Mol Biol & Biotechnol, Lahore, Pakistan
[5] Univ Gujrat, Dept Biochem & Mol Biol, Gujrat, Pakistan
[6] Plant Pathol Sect, Oilseeds Res Stn, Khanpur, Pakistan
[7] Czech Univ Life Sci Prague, Fac Agrobiol Food & Nat Resources, Dept Bot & Plant Physiol, Prague, Czech Republic
[8] King Saud Univ, Coll Sci, Dept Bot & Microbiol, Riyadh, Saudi Arabia
[9] Mahatma Jyotiba Phule Rohilkhand Univ Bareilly, Dept Bot, Hindu Coll Moradabad, Moradabad, India
来源
PLOS ONE | 2022年 / 17卷 / 04期
关键词
SUBSP CITRI; CLIMATE-CHANGE; IMAGE-ANALYSIS; WIND-SPEED; SEVERITY; SYMPTOMS; BIOCONTROL; MANAGEMENT; CANOPIES; TREES;
D O I
10.1371/journal.pone.0260746
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Climatic conditions play a significant role in the development of citrus canker caused by Xanthomonas citri pv. citri (Xcc). Citrus canker is regarded as one of the major threats being faced by citrus industry in citrus growing countries of the world. Climatic factors exert significant impacts on growth stage, host susceptibility, succulence, vigor, survival, multiplication rate, pathogen dispersion, spore penetration rate, and spore germination. Predicting the impacts of climatic factors on these traits could aid in the development of effective management strategies against the disease. This study predicted the impacts of environmental variables, i.e., temperature, relative humidity, rainfall, and wind speed the development of citrus canker through multiple regression. These environmental variables were correlated with the development of canker on thirty (30) citrus varieties during 2017 to 2020. Significant positive correlations were noted among environment variables and disease development modeled through multiple regression model (Y = +24.02 + 0.5585 X1 + 0.2997 X2 + 0.3534 X3 + 3.590 X4 + 1.639 X5). Goodness of fit of the model was signified by coefficient determination value (97.5%). Results revealed the optimum values of environmental variables, i.e., maximum temperature (37 degrees C), minimum temperature (27 degrees C), relative humidity (55%), rainfall (4.7-7.1 mm) and wind speed (8 Km/h), which were conducive for the development of citrus canker. Current study would help researchers in designing better management strategies against citrus canker disease under changing climatic conditions in the future.
引用
收藏
页数:15
相关论文
共 50 条
  • [41] RETRACTED: Impact of the learning set's size (Retracted Article)
    Korchi, Adil
    Dardor, Mohamed
    Mabrouk, El Houssine
    EDUCATION AND INFORMATION TECHNOLOGIES, 2020, 25 (05) : 4637 - 4657
  • [42] RETRACTED: Impact of ANN in Revealing of Viral Peptides (Retracted Article)
    Rajkumar, M.
    Bhukya, Shankar Nayak
    Ahalya, N.
    Elumalai, G.
    Sivanandam, K.
    Almutairi, Khalid M. A.
    Alonazi, Wadi B.
    Soma, S. R.
    Urugo, Markos Makiso
    BIOMED RESEARCH INTERNATIONAL, 2022, 2022
  • [43] RETRACTED: Studying impact of organizational learning on innovating (Retracted Article)
    Tohidi, Hamid
    Jabbari, Mohammad Mehdi
    WORLD CONFERENCE ON LEARNING, TEACHING & ADMINISTRATION - 2011, 2012, 31 : 408 - 413
  • [44] RETRACTED: The Impact of Authenticated Epistemologies on Hardware and Architecture (Retracted Article)
    Li, Bing
    Zhou, Lianyong
    Chen, Li
    PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON ELECTRONICS, MECHANICS, CULTURE AND MEDICINE, 2016, 45 : 435 - 439
  • [45] RETRACTED: Computer Application to Environmental Protection-an Review (Retracted Article)
    Yang, Shuangchun
    Pan, Yi
    2011 INTERNATIONAL CONFERENCE ON ENERGY AND ENVIRONMENTAL SCIENCE-ICEES 2011, 2011, 11 : 3073 - 3078
  • [46] RETRACTED: Empirical Study on the Grain Output Based on Regression Analysis (Retracted Article)
    Xu, Jiahao
    Tang, Sai
    Li, Pengyan
    Zhang, Hexu
    JOURNAL OF SENSORS, 2022, 2022
  • [47] RETRACTED: A novel twin minimax probability machine for classification and regression (Retracted Article)
    Ma, Jun
    Shen, Jumei
    KNOWLEDGE-BASED SYSTEMS, 2020, 196
  • [48] RETRACTED: Brain Decoding Using fMRI Images for Multiple Subjects through Deep Learning (Retracted Article)
    Qureshi, Muhammad Bilal
    Azad, Laraib
    Qureshi, Muhammad Shuaib
    Aslam, Sheraz
    Aljarbouh, Ayman
    Fayaz, Muhammad
    COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE, 2022, 2022
  • [49] RETRACTED: The Present Development and Countermeasures of Environmental Emergency in China (Retracted Article)
    Du Dazhong
    Ma Fang
    2011 INTERNATIONAL CONFERENCE ON ENERGY AND ENVIRONMENTAL SCIENCE-ICEES 2011, 2011, 11 : 3091 - 3096
  • [50] RETRACTED: Internet resources for occupational and environmental health professionals (Retracted Article)
    Greenberg, GN
    TOXICOLOGY, 2002, 173 (1-2) : 145 - 152