Concepedia

Remote Sensing Feature Derivation

Remote Sensing Feature Derivation is a methodological framework within geospatial feature engineering that systematically extracts and transforms spectral, spatial, and temporal information from remote sensing data into meaningful, higher-level features through computational algorithms, distinguishing it from general feature extraction by its specific focus on sensor-derived Earth observation data.

9

Publications

375

Citations

36

Authors

18

Institutions

Publications per year

2017–2026

3

Parents

Publications

9

Fusing high-resolution SAR and optical imagery for improved urban land cover study and classification

Hans Heinrich Blotevogel, J.L. van Genderen, M. Ganzorig et al. · International Journal of Image and Data Fusion · 2010 · 115 citations · Full text

, , +17

Automated GIS-based derivation of urban ecological indicators using hyperspectral remote sensing and height information

Robert Behling, Mathias Bochow, Saskia Foerster et al. · Ecological Indicators · 2014 · 55 citations · Full text

, , +16

Correlations between global features of terrestrial fields

Donald H. Eckhardt · Mathematical Geology · 1984 · 47 citations

, , +13

Estimation algorithm for chlorophyll-a concentrations in water from hyperspectral images based on feature derivation and ensemble learning

Jiawei Zhang, Pingjie Fu, Fei Meng et al. · Ecological Informatics · 2022 · 45 citations

, , +14

A data-augmentation approach to deriving long-term surface SO2 across Northern China: Implications for interpretable machine learning

Shifu Zhang, Tan Mi, Qinhuizi Wu et al. · The Science of The Total Environment · 2022 · 35 citations

, , +16

1–5 of 9

Authors

36

  1. HK
    Hermann Kaufmann

    GFZ Helmholtz Centre for Geosciences, Germany

    1 publications · 55 citations

    1

    h-index

  2. HH
    Hans Heinrich Blotevogel

    TU Dortmund University, Germany

    1 publications · 115 citations

    1

    h-index

  3. SG
    SamuelN. Goward

    University of Maryland, College Park, United States

    1 publications · 11 citations

    1

    h-index

  4. LD
    Lance D. Yarbrough

    University of Mississippi, United States

    1 publications · 23 citations

    1

    h-index

  5. ML
    Michael L. Grieneisen

    University of California, Davis, United States

    1 publications · 35 citations

    1

    h-index

1–5 of 36

Institutions

18

  1. GeoInformation (United Kingdom)

    Cambridge, United Kingdom

    1 h-index

    1 publications

    115 citations

  2. Mongolian Academy of Sciences

    Ulaanbaatar, Mongolia

    1 h-index

    4 publications

    460 citations

  3. University of California, Davis

    Davis, United States

    1 h-index

    2 publications

    70 citations

  4. Institute of Space and Astronautical Science

    Tokyo, Japan

    1 h-index

    1 publications

    20 citations

  5. Hanscom Air Force Base

    Bedford, United States

    1 h-index

    1 publications

    47 citations

  6. Ocean University of China

    Qingdao, China

    1 h-index

    2 publications

    48 citations

  7. University of Nottingham

    Nottingham, United Kingdom

    1 h-index

    1 publications

    24 citations

  8. GFZ Helmholtz Centre for Geosciences

    Potsdam, Germany

    1 h-index

    5 publications

    275 citations

1–8 of 18

Venues

  1. Ecological Informatics

    1 publications · 45 citations

    1

    h-index

  2. 1

    h-index

  3. IEEE Geoscience and Remote Sensing Letters

    GRSL · 1 publications · 24 citations

    1

    h-index

  4. Mathematical Geology

    1 publications · 47 citations

    1

    h-index

  5. The Science of The Total Environment

    1 publications · 35 citations

    1

    h-index

1–5