Concepedia

Feature Construction For Spatial Data

Feature Construction for Spatial Data is a methodological framework within spatial feature engineering that systematically generates novel spatial attributes from raw geographic inputs by explicitly capturing spatial dependencies, configurations, and relationships through mathematical or computational transformations.

8

Publications

4.9K

Citations

26

Authors

14

Institutions

Publications per year

2017–2026

8

Parents

Publications

8

Simple Features for R: Standardized Support for Spatial Vector Data

Edzer Pebesma · The R Journal · 2018 · 4.6K citations · Full text

, , +17

The role of artificial neural network and machine learning in utilizing spatial information

Akash Goel, Amit Kumar Goel, Adesh Kumar · Spatial Information Research · 2022 · 241 citations · Full text

, , +16

An online transfer learning model for wind turbine power prediction based on spatial feature construction and system-wide update

Ling Liu, Jujie Wang, Jianping Li et al. · Applied Energy · 2023 · 37 citations

, , +16

Population spatialization with pixel-level attribute grading by considering scale mismatch issue in regression modeling

Yuao Mei, Zhipeng Gui, Jing‐Hang Wu et al. · Geo-spatial Information Science · 2022 · 33 citations · Full text

, , +17

Clustering to Reduce Spatial Data Set Size

Geoff Boeing · SSRN Electronic Journal · 2018 · 22 citations · Full text

, , +14

1–5 of 8

Authors

26

  1. GB
    Geoff Boeing

    University of Southern California, United States

    2 publications · 36 citations

    2

    h-index

  2. ZW
    Zhengyang Wei

    Wuhan University, China

    1 publications · 33 citations

    1

    h-index

  3. JY
    Jining Yan

    China University of Geosciences, China

    1 publications · 13 citations

    1

    h-index

  4. AG
    Akash Goel

    Galgotias University, India

    1 publications · 241 citations

    1

    h-index

  5. YM
    Yan Ma

    Chinese Academy of Sciences, China

    1 publications · 13 citations

    1

    h-index

1–5 of 26

Institutions

14

  1. University of Chinese Academy of Sciences

    Beijing, China

    2 h-index

    2 publications

    50 citations

  2. University of Petroleum and Energy Studies

    Dehradun, India

    1 h-index

    1 publications

    241 citations

  3. University of Southern California

    Los Angeles, United States

    1 h-index

    1 publications

    22 citations

  4. Institute of Remote Sensing and Digital Earth

    Beijing, China

    1 h-index

    4 publications

    52 citations

  5. Chinese Academy of Sciences

    Beijing, China

    1 h-index

    3 publications

    39 citations

  6. Central University of Finance and Economics

    Beijing, China

    1 h-index

    1 publications

    37 citations

  7. University of California, Berkeley

    Berkeley, United States

    1 h-index

    1 publications

    14 citations

  8. State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing

    Wuhan, China

    1 h-index

    4 publications

    132 citations

1–8 of 14

Venues

  1. 1

    h-index

  2. Spatial Information Research

    1 publications · 241 citations

    1

    h-index

  3. Geo-spatial Information Science

    1 publications · 33 citations

    1

    h-index

  4. Applied Energy

    1 publications · 37 citations

    1

    h-index

  5. Computing

    1 publications · 13 citations

    1

    h-index

1–5