Concepedia

Multispectral Disease Detection

Multispectral Disease Detection is a diagnostic framework that integrates reflectance or emission data from multiple non-overlapping spectral bands to enhance the identification and characterization of pathological conditions, distinguishing itself from conventional single-spectrum approaches by leveraging spectral signature variations across wavelengths for improved disease specificity and sensitivity.

18

Publications

1.2K

Citations

86

Authors

40

Institutions

Publications per year

2017–2026

9

Parents

Publications

18

Multi-temporal wheat disease detection by multi-spectral remote sensing

Jonas Franke, Gunter Menz · Precision Agriculture · 2007 · 286 citations

, , +14

Plant disease detection based on data fusion of hyper-spectral and multi-spectral fluorescence imaging using Kohonen maps

Dimitrios Moshou, C. Bravo, R. Oberti et al. · Real-Time Imaging · 2005 · 225 citations

, , +17

Detection of Xylella fastidiosa infection symptoms with airborne multispectral and thermal imagery: Assessing bandset reduction performance from hyperspectral analysis

T. Poblete, C. Camino, Pieter S. A. Beck et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2020 · 110 citations · Full text

, , +16

Investigation on Data Fusion of Multisource Spectral Data for Rice Leaf Diseases Identification Using Machine Learning Methods

Lei Feng, Baohua Wu, Susu Zhu et al. · Frontiers in Plant Science · 2020 · 88 citations · Full text

, , +17

Multispectral Plant Disease Detection with Vision Transformer–Convolutional Neural Network Hybrid Approaches

Malithi De Silva, Dane Brown · Sensors · 2023 · 80 citations · Full text

, , +15

1–5 of 18

Authors

86

  1. KC
    Kuanglin Chao

    Agricultural Research Service, United States

    2 publications · 72 citations

    2

    h-index

  2. JQ
    Jianwei Qin

    Beltsville Agricultural Research Center, United States

    1 publications · 40 citations

    1

    h-index

  3. CC
    Chen Chen

    Xi'an Jiaotong University, China

    1 publications · 17 citations

    1

    h-index

  4. AK
    Anna Kicherer

    Julius Kühn-Institut, Germany

    1 publications · 45 citations

    1

    h-index

  5. OM
    Onisimo Mutanga

    University of KwaZulu-Natal, South Africa

    1 publications · 45 citations

    1

    h-index

1–5 of 86

Institutions

40

  1. Ministry of Agriculture and Rural Affairs

    Beijing, China

    2 h-index

    9 publications

    582 citations

  2. Zhejiang University

    Hangzhou, China

    2 h-index

    11 publications

    664 citations

  3. KU Leuven

    Leuven, Belgium

    1 h-index

    3 publications

    675 citations

  4. Swansea University

    Swansea, United Kingdom

    1 h-index

    1 publications

    110 citations

  5. Fraunhofer Institute for Factory Operation and Automation

    Magdeburg, Germany

    1 h-index

    3 publications

    135 citations

  6. The University of Melbourne

    Melbourne, Australia

    1 h-index

    2 publications

    220 citations

  7. Xi'an Jiaotong University

    Xi'an, China

    1 h-index

    5 publications

    85 citations

  8. University of Zimbabwe

    Harare, Zimbabwe

    1 h-index

    1 publications

    45 citations

1–8 of 40

Venues

  1. Transactions of the ASABE

    2 publications · 54 citations

    2

    h-index

  2. Advances in Animal Biosciences

    1 publications · 18 citations

    1

    h-index

  3. Diagnostic Pathology

    1 publications · 14 citations

    1

    h-index

  4. Frontiers in Plant Science

    1 publications · 88 citations

    1

    h-index

  5. Precision Agriculture

    1 publications · 286 citations

    1

    h-index

1–5