Concepedia

Multi-temporal Crop Classification

Multi-Temporal Crop Classification is a crop classification approach that distinguishes itself by integrating remote sensing data from multiple phenological stages of crop growth to improve discrimination among crop types through temporal dynamics.

203

Publications

14.9K

Citations

712

Authors

268

Institutions

Publications per year

2017–2026

137

Parents

Publications

203

Deep learning based multi-temporal crop classification

Liheng Zhong, Lina Hu, Hang Zhou · Remote Sensing of Environment · 2018 · 993 citations

, , +11

Analysis of time-series MODIS 250 m vegetation index data for crop classification in the U.S. Central Great Plains

Brian Wardlow, Stephen L. Egbert, Jude Kastens · Remote Sensing of Environment · 2007 · 886 citations

, , +16

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

Exploring Google Earth Engine Platform for Big Data Processing: Classification of Multi-Temporal Satellite Imagery for Crop Mapping

Mykola Lavreniuk, Nataliia Kussul, Alexei Novikov et al. · Frontiers in Earth Science · 2017 · 441 citations · Full text

, , +17

3D Convolutional Neural Networks for Crop Classification with Multi-Temporal Remote Sensing Images

Shunping Ji, Chi Zhang, Anjian Xu et al. · Remote Sensing · 2018 · 393 citations · Full text

, , +15

1–5 of 203

Authors

712

  1. WW
    Wenbin Wu

    Chinese Academy of Agricultural Sciences, China

    6 publications · 280 citations

    7

    h-index

  2. JS
    Jiali Shang

    Agriculture and Agri-Food Canada, Canada

    7 publications · 402 citations

    7

    h-index

  3. ML
    Mykola Lavreniuk

    Space Research Institute, Ukraine

    6 publications · 766 citations

    6

    h-index

  4. NK
    Nataliia Kussul

    Space Research Institute, Ukraine

    6 publications · 766 citations

    6

    h-index

  5. DB
    Damian Bargiel

    Technische Universität Darmstadt, Germany

    5 publications · 390 citations

    5

    h-index

1–5 of 712

Institutions

268

  1. Chinese Academy of Sciences

    Beijing, China

    22 h-index

    93 publications

    6.5K citations

  2. University of Chinese Academy of Sciences

    Beijing, China

    16 h-index

    40 publications

    3.1K citations

  3. State Key Laboratory of Remote Sensing Science

    Beijing, China

    13 h-index

    42 publications

    2K citations

  4. Institute of Remote Sensing and Digital Earth

    Beijing, China

    13 h-index

    45 publications

    2.5K citations

  5. Institute of Agricultural Resources and Regional Planning

    Beijing, China

    12 h-index

    44 publications

    2.6K citations

  6. Chinese Academy of Agricultural Sciences

    Beijing, China

    12 h-index

    44 publications

    2.6K citations

  7. Aerospace Information Research Institute

    Beijing, China

    9 h-index

    25 publications

    1.1K citations

  8. Agriculture and Agri-Food Canada

    Ottawa, Canada

    8 h-index

    21 publications

    1.3K citations

1–8 of 268

Venues

  1. Remote Sensing

    41 publications · 3.4K citations

    32

    h-index

  2. International Journal of Remote Sensing

    14 publications · 819 citations

    14

    h-index

  3. Remote Sensing of Environment

    13 publications · 3.5K citations

    13

    h-index

  4. Computers and Electronics in Agriculture

    8 publications · 730 citations

    8

    h-index

  5. 7

    h-index

1–5