Concepedia

Supervised Crop Classification

Supervised Crop Classification is a remote sensing image analysis method that assigns crop types to land cover pixels through machine learning models trained on labeled spectral-temporal data.

96

Publications

9.9K

Citations

372

Authors

165

Institutions

Publications per year

2017–2026

70

Parents

Publications

96

Deep learning in agriculture: A survey

Andreas Kamilaris, Francesc X. Prenafeta‐Boldú · Computers and Electronics in Agriculture · 2018 · 4.6K citations · Full text

, , +12

A high-performance and in-season classification system of field-level crop types using time-series Landsat data and a machine learning approach

Yaping Cai, Kaiyu Guan, Jian Peng et al. · Remote Sensing of Environment · 2018 · 527 citations

, , +17

Assessment of an Operational System for Crop Type Map Production Using High Temporal and Spatial Resolution Satellite Optical Imagery

Jordi Inglada, Marcela Arias, Benjamin Tardy et al. · Remote Sensing · 2015 · 381 citations · Full text

, , +16

Impact of feature selection on the accuracy and spatial uncertainty of per-field crop classification using Support Vector Machines

Fabian Löw, Ulrich Michel, Stefan Dech et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2013 · 282 citations

, , +12

Crop classification of upland fields using Random forest of time-series Landsat 7 ETM+ data

Kenichi Tatsumi, Yosuke Yamashiki, Miguel Angel Canales Torres et al. · Computers and Electronics in Agriculture · 2015 · 271 citations

, , +16

1–5 of 96

Authors

372

  1. JS
    Jiali Shang

    Agriculture and Agri-Food Canada, Canada

    3 publications · 90 citations

    3

    h-index

  2. CY
    Chenghai Yang

    Agricultural Research Service, United States

    2 publications · 41 citations

    2

    h-index

  3. SV
    Silvia Valero

    Centre d'Études Spatiales de la Biosphère, France

    2 publications · 397 citations

    2

    h-index

  4. DM
    David Morin

    Centre d'Études Spatiales de la Biosphère, France

    2 publications · 397 citations

    2

    h-index

  5. MA
    M. Arias

    Universidad Pública de Navarra (UPNA), Spain

    2 publications · 123 citations

    2

    h-index

1–5 of 372

Institutions

165

  1. Chinese Academy of Sciences

    Beijing, China

    5 h-index

    8 publications

    221 citations

  2. Ministry of Agriculture and Rural Affairs

    Beijing, China

    4 h-index

    23 publications

    701 citations

  3. Technical University of Munich

    Munich, Germany

    3 h-index

    7 publications

    271 citations

  4. Agricultural Research Service

    Washington, United States

    3 h-index

    8 publications

    179 citations

  5. China University of Geosciences

    Wuhan, China

    3 h-index

    6 publications

    334 citations

  6. Aerospace Information Research Institute

    Beijing, China

    3 h-index

    7 publications

    211 citations

  7. Agriculture and Agri-Food Canada

    Ottawa, Canada

    3 h-index

    5 publications

    114 citations

  8. UCLouvain

    Louvain-la-Neuve, Belgium

    2 h-index

    6 publications

    1.2K citations

1–8 of 165

Venues

  1. Remote Sensing

    8 publications · 697 citations

    8

    h-index

  2. International Journal of Remote Sensing

    8 publications · 503 citations

    8

    h-index

  3. Computers and Electronics in Agriculture

    7 publications · 5.2K citations

    7

    h-index

  4. Remote Sensing of Environment

    5 publications · 776 citations

    5

    h-index

  5. 5

    h-index

1–5