Concepedia

Image-based Biomass Estimation

Image-Based Biomass Estimation is a computational method that belongs to the class of remote sensing techniques and is distinguished by its use of optical, multispectral, or hyperspectral imagery to quantitatively predict forage biomass through image-derived vegetation indices, texture features, or machine learning models.

310

Publications

19.5K

Citations

1.4K

Authors

527

Institutions

Publications per year

2017–2026

184

Parents

Publications

310

The potential and challenge of remote sensing‐based biomass estimation

Dengsheng Lu · International Journal of Remote Sensing · 2006 · 1.2K citations

, , +17

High density biomass estimation for wetland vegetation using WorldView-2 imagery and random forest regression algorithm

Onisimo Mutanga, Elhadi Adam, Moses Azong Cho · International Journal of Applied Earth Observation and Geoinformation · 2012 · 860 citations

, , +16

Above-ground biomass estimation and yield prediction in potato by using UAV-based RGB and hyperspectral imaging

Bo Li, Li Zhang, Jiwan Han et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2020 · 449 citations

, , +17

Aboveground biomass estimation using Landsat TM data in the Brazilian Amazon

Dengsheng Lu · International Journal of Remote Sensing · 2005 · 422 citations

, , +17

Estimate of winter-wheat above-ground biomass based on UAV ultrahigh-ground-resolution image textures and vegetation indices

Jibo Yue, Guijun Yang, Qingjiu Tian et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2019 · 409 citations

, , +16

1–5 of 310

Authors

1.4K

  1. OM
    Onisimo Mutanga

    University of KwaZulu-Natal, South Africa

    7 publications · 1.3K citations

    7

    h-index

  2. GY
    Guijun Yang

    National Engineering Research Center for Information Technology in Agriculture, China

    7 publications · 841 citations

    7

    h-index

  3. HF
    Haikuan Feng

    National Engineering Research Center for Information Technology in Agriculture, China

    7 publications · 947 citations

    7

    h-index

  4. JY
    Jibo Yue

    National Engineering Research Center for Information Technology in Agriculture, China

    6 publications · 813 citations

    6

    h-index

  5. XJ
    Xiuliang Jin

    Institute of Crop Sciences, China

    5 publications · 343 citations

    5

    h-index

1–5 of 1.4K

Institutions

527

  1. Chinese Academy of Sciences

    Beijing, China

    18 h-index

    75 publications

    2.5K citations

  2. University of Chinese Academy of Sciences

    Beijing, China

    12 h-index

    38 publications

    1.2K citations

  3. Chinese Academy of Agricultural Sciences

    Beijing, China

    12 h-index

    47 publications

    4.1K citations

  4. Chinese Academy of Forestry

    Beijing, China

    11 h-index

    33 publications

    850 citations

  5. China Agricultural University

    Beijing, China

    11 h-index

    22 publications

    1.8K citations

  6. National Engineering Research Center for Information Technology in Agriculture

    Beijing, China

    8 h-index

    43 publications

    4.7K citations

  7. Southwest Forestry University

    Kunming, China

    7 h-index

    32 publications

    1.7K citations

  8. University of KwaZulu-Natal

    Durban, South Africa

    7 h-index

    20 publications

    3.7K citations

1–8 of 527

Venues

  1. Remote Sensing

    34 publications · 1.8K citations

    24

    h-index

  2. Remote Sensing of Environment

    19 publications · 1.8K citations

    18

    h-index

  3. International Journal of Remote Sensing

    17 publications · 2.5K citations

    15

    h-index

  4. Computers and Electronics in Agriculture

    15 publications · 873 citations

    15

    h-index

  5. 12

    h-index

1–5