Concepedia

Geospatial Feature Engineering

Geospatial Feature Engineering is a geospatial data preprocessing methodology that involves the creation, transformation, and selection of spatial and non-spatial attributes from raw georeferenced data to enhance the performance and interpretability of machine learning models in geographical context analysis.

171

Publications

9.1K

Citations

676

Authors

325

Institutions

Publications per year

2017–2026

109

Parents

Children

Publications

171

GIS-based groundwater potential mapping using boosted regression tree, classification and regression tree, and random forest machine learning models in Iran

Seyed Amir Naghibi, Hamid Reza Pourghasemi, Barnali Dixon · Environmental Monitoring and Assessment · 2015 · 692 citations

, , +16

Landslide susceptibility mapping using machine learning algorithms and comparison of their performance at Abha Basin, Asir Region, Saudi Arabia

Ahmed M. Youssef, Hamid Reza Pourghasemi · Geoscience Frontiers · 2020 · 434 citations · Full text

, , +17

Wide-Area Image Geolocalization with Aerial Reference Imagery

Scott Workman, Richard Souvenir, Nathan Jacobs · 2015 · 368 citations

, , +17

Classifying urban land use by integrating remote sensing and social media data

Xiaoping Liu, Yao Yao, Jinbao Zhang et al. · International Journal of Geographical Information Systems · 2017 · 365 citations

, , +17

Multi-criteria GIS-based modelling technique for identifying potential solar farm sites: A case study in Mauritius

Jay Rovisham Singh Doorga, Soonil D.D.V. Rughooputh, Ravindra Boojhawon · Renewable Energy · 2018 · 250 citations

, , +13

1–5 of 171

Authors

676

  1. SW
    Scott Workman

    University of Kentucky, United States

    4 publications · 533 citations

    4

    h-index

  2. NJ
    Nathan Jacobs

    University of Kentucky, United States

    4 publications · 533 citations

    4

    h-index

  3. RS
    Richard Souvenir

    University of North Carolina at Charlotte, United States

    3 publications · 402 citations

    3

    h-index

  4. WC
    Wei Chen

    Xi'an University of Science and Technology, China

    3 publications · 165 citations

    3

    h-index

  5. HR
    Hamid Reza Pourghasemi

    Shiraz University, Iran

    3 publications · 1.3K citations

    3

    h-index

1–5 of 676

Institutions

325

  1. Wuhan University

    Wuhan, China

    9 h-index

    24 publications

    965 citations

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

    Wuhan, China

    5 h-index

    10 publications

    399 citations

  3. China University of Geosciences

    Wuhan, China

    5 h-index

    15 publications

    784 citations

  4. China University of Geosciences (Beijing)

    Beijing, China

    5 h-index

    18 publications

    757 citations

  5. University of Kentucky

    Lexington, United States

    4 h-index

    9 publications

    1.1K citations

  6. University of North Carolina at Charlotte

    Charlotte, United States

    4 h-index

    5 publications

    466 citations

  7. Tarbiat Modares University

    Tehran, Iran

    4 h-index

    4 publications

    887 citations

  8. University College London

    London, United Kingdom

    3 h-index

    5 publications

    384 citations

1–8 of 325

Venues

  1. Remote Sensing

    7 publications · 317 citations

    7

    h-index

  2. 5

    h-index

  3. Computers Environment and Urban Systems

    5 publications · 181 citations

    5

    h-index

  4. Transactions in GIS

    4 publications · 232 citations

    4

    h-index

  5. 4

    h-index

1–5