Concepedia

Field Weed Classification

Field Weed Classification is a methodological framework within vegetative weed identification that systematically categorizes weed species based on morphological, ecological, and phenological characteristics observed in field conditions to support precise agricultural management decisions.

99

Publications

4.2K

Citations

352

Authors

110

Institutions

Publications per year

2017–2026

37

Parents

Publications

99

weedNet: Dense Semantic Weed Classification Using Multispectral Images and MAV for Smart Farming

Inkyu Sa, Zetao Chen, Marija Popović et al. · IEEE Robotics and Automation Letters · 2017 · 361 citations

, , +17

Support Vector Machines for crop/weeds identification in maize fields

Josep M. Guerrero, Gonzalo Pájares, M. Montalvo et al. · Expert Systems with Applications · 2012 · 267 citations

, , +16

A modified U-Net with a specific data argumentation method for semantic segmentation of weed images in the field

Kunlin Zou, Xin Chen, Yonglin Wang et al. · Computers and Electronics in Agriculture · 2021 · 142 citations

, , +11

Development of Deep Learning-Based Variable Rate Agrochemical Spraying System for Targeted Weeds Control in Strawberry Crop

Jizhan Liu, Irfan Abbas, Rana Shahzad Noor · Agronomy · 2021 · 139 citations · Full text

, , +17

Functional traits relating arable weed communities to crop characteristics

Richard M. Gunton, Sandrine Petit, Sabrina Gaba · Journal of Vegetation Science · 2011 · 125 citations

, , +17

1–5 of 99

Authors

352

  1. AG
    A. G. Thomas

    Agriculture and Agri-Food Canada, Canada

    3 publications · 121 citations

    3

    h-index

  2. SO
    Shiv O. Prasher

    McGill University, Canada

    3 publications · 149 citations

    3

    h-index

  3. SN
    Sylwia Nowak

    University of Opole, Poland

    2 publications · 22 citations

    2

    h-index

  4. CY
    Chun‐Chieh Yang

    Agricultural Research Service, United States

    2 publications · 124 citations

    2

    h-index

  5. MB
    Mamatha Balachandra

    Manipal Academy of Higher Education, India

    2 publications · 105 citations

    2

    h-index

1–5 of 352

Institutions

110

  1. South China Agricultural University

    Guangzhou, China

    3 h-index

    18 publications

    551 citations

  2. Jilin Agricultural University

    Changchun, China

    3 h-index

    14 publications

    451 citations

  3. Jiangsu University

    Zhenjiang, China

    3 h-index

    10 publications

    674 citations

  4. University of Bonn

    Bonn, Germany

    2 h-index

    6 publications

    156 citations

  5. Instituto de Ciencias Agrarias

    Madrid, Spain

    2 h-index

    3 publications

    177 citations

  6. Northeast Agricultural University

    Harbin, China

    2 h-index

    5 publications

    183 citations

  7. University of California, Davis

    Davis, United States

    2 h-index

    3 publications

    191 citations

  8. China Agricultural University

    Beijing, China

    2 h-index

    6 publications

    744 citations

1–8 of 110

Venues

  1. Weed Research

    4 publications · 107 citations

    4

    h-index

  2. Computers and Electronics in Agriculture

    4 publications · 325 citations

    4

    h-index

  3. Frontiers in Plant Science

    5 publications · 121 citations

    4

    h-index

  4. Transactions of the ASAE

    3 publications · 155 citations

    3

    h-index

  5. Sensors

    3 publications · 189 citations

    3

    h-index

1–5