Concepedia

Unsupervised Crop Classification

Unsupervised Crop Classification is a method of categorizing crop types in remote sensing imagery based on inherent spectral patterns and spatial characteristics without the use of labeled training data to guide the classification process.

31

Publications

2.2K

Citations

128

Authors

57

Institutions

Publications per year

2017–2026

17

Parents

Publications

31

Crop type mapping without field-level labels: Random forest transfer and unsupervised clustering techniques

Sherrie Wang, George Azzari, David B. Lobell · Remote Sensing of Environment · 2019 · 417 citations

, , +12

Appropriateness of Management Zones for Characterizing Spatial Variability of Soil Properties and Irrigated Corn Yields across Years

Aaron R. Schepers, John F. Shanahan, Mark A. Liebig et al. · Agronomy Journal · 2004 · 230 citations

, , +17

Evaluation of textural and multipolarization radar features for crop classification

H. Anys, Dong-Chen He · IEEE Transactions on Geoscience and Remote Sensing · 1995 · 169 citations

, , +16

Early drought stress detection in cereals: simplex volume maximisation for hyperspectral image analysis

Christoph Römer, Mirwaes Wahabzada, Agim Ballvora et al. · Functional Plant Biology · 2012 · 157 citations · Full text

, , +17

Appropriateness of Management Zones for Characterizing Spatial Variability of Soil Properties and Irrigated Corn Yields across Years

Aaron R. Schepers, John F. Shanahan, Mark A. Liebig et al. · Agronomy Journal · 2004 · 154 citations

, , +17

1–5 of 31

Authors

128

  1. CY
    Chenghai Yang

    Agricultural Research Service, United States

    6 publications · 386 citations

    6

    h-index

  2. RL
    Robert L. Nichols

    Cotton (United States), United States

    4 publications · 207 citations

    4

    h-index

  3. JH
    J. H. Everitt

    Agricultural Research Service, United States

    3 publications · 188 citations

    3

    h-index

  4. JA
    J. Alex Thomasson

    Texas A&M University, United States

    3 publications · 139 citations

    3

    h-index

  5. AR
    Aaron R. Schepers

    Secretaria do Meio Ambiente, Brazil

    2 publications · 384 citations

    2

    h-index

1–5 of 128

Institutions

57

  1. Agricultural Research Service

    Washington, United States

    6 h-index

    9 publications

    709 citations

  2. Cotton (United States)

    Cary, United States

    3 h-index

    3 publications

    189 citations

  3. Texas A&M University

    College Station, United States

    3 h-index

    9 publications

    417 citations

  4. Chinese Academy of Sciences

    Beijing, China

    3 h-index

    8 publications

    254 citations

  5. Secretaria do Meio Ambiente

    São Paulo, Brazil

    2 h-index

    2 publications

    384 citations

  6. Instituto Nacional de Pesquisas Espaciais

    São José dos Campos, Brazil

    2 h-index

    5 publications

    466 citations

  7. Mississippi State University

    Starkville, United States

    2 h-index

    2 publications

    183 citations

  8. University of Nebraska–Lincoln

    Lincoln, United States

    2 h-index

    8 publications

    1.5K citations

1–8 of 57

Venues

  1. Remote Sensing

    5 publications · 221 citations

    5

    h-index

  2. Agronomy Journal

    2 publications · 384 citations

    2

    h-index

  3. Neurocomputing

    1 publications · 39 citations

    1

    h-index

  4. Pattern Analysis and Applications

    1 publications · 64 citations

    1

    h-index

  5. Photogrammetric Engineering & Remote Sensing

    1 publications · 10 citations

    1

    h-index

1–5