Concepedia

Data-driven Zone Classification

Data-Driven Zone Classification is a zone classification method that derives zoning boundaries and categories through systematic analysis of empirical data, distinguished from rule-based or expert-driven approaches by its reliance on quantitative patterns and statistical or machine learning models to define spatially coherent zones.

5

Publications

143

Citations

20

Authors

12

Institutions

Publications per year

2017–2026

4

Parents

Publications

5

A New Urban Functional Zone-Based Climate Zoning System for Urban Temperature Study

Zhaowu Yu, Yongcai Jing, Gaoyuan Yang et al. · Remote Sensing · 2021 · 57 citations · Full text

, , +17

Data-Driven versus Köppen–Geiger Systems of Climate Classification

Vajira Lasantha, Taikan Oki, Daisuke Tokuda · Advances in Meteorology · 2022 · 25 citations · Full text

, , +17

Identifying productive zones of the Sarvak formation by integrating outputs of different classification methods

Pedram Masoudi, Behzad Tokhmechi, A. Bashari et al. · Journal of Geophysics and Engineering · 2012 · 23 citations · Full text

, , +17

GIS-based machine learning models for mapping tar mat zones in upper part (DJ unit) of Zubair Formation in North Rumaila supergiant oil field, southern Iraq

Amna M. Handhal, Shaymaa M. Jawad, Alaa M. Al-Abadi · Journal of Petroleum Science and Engineering · 2019 · 21 citations

, , +4

A 1.2 Billion Pixel Human-Labeled Dataset for Data-Driven Classification of Coastal Environments

Daniel Buscombe, Phillipe A. Wernette, Sharon Fitzpatrick et al. · Scientific Data · 2023 · 17 citations · Full text

, , +17

1–5 of 5

Authors

20

  1. BT
    Behzad Tokhmechi

    University of Shahrood, Iran

    1 publications · 23 citations

    1

    h-index

  2. VL
    Vajira Lasantha

    The University of Tokyo, Japan

    1 publications · 25 citations

    1

    h-index

  3. AB
    A. Bashari

    National Iranian Oil Company (Iran), Iran

    1 publications · 23 citations

    1

    h-index

  4. AM
    Amna M. Handhal

    University of Basrah, Iraq

    1 publications · 21 citations

    1

    h-index

  5. MA
    Majid Ansari Jafari

    University of Tehran, Iran

    1 publications · 23 citations

    1

    h-index

1–5 of 20

Institutions

12

  1. Pacific Coastal and Marine Science Center

    Santa Cruz, United States

    1 h-index

    4 publications

    68 citations

  2. The University of Tokyo

    Tokyo, Japan

    1 h-index

    3 publications

    75 citations

  3. Chinese Academy of Sciences

    Beijing, China

    1 h-index

    2 publications

    114 citations

  4. University of Shahrood

    Shahrud, Iran

    1 h-index

    3 publications

    69 citations

  5. United States Geological Survey

    Reston, United States

    1 h-index

    5 publications

    85 citations

  6. Pacific Science Center

    Seattle, United States

    1 h-index

    4 publications

    68 citations

  7. Research Center for Eco-Environmental Sciences

    Beijing, China

    1 h-index

    2 publications

    114 citations

  8. Fudan University

    Shanghai, China

    1 h-index

    1 publications

    57 citations

1–8 of 12

Venues

  1. Remote Sensing

    1 publications · 57 citations

    1

    h-index

  2. Journal of Geophysics and Engineering

    1 publications · 23 citations

    1

    h-index

  3. Journal of Petroleum Science and Engineering

    1 publications · 21 citations

    1

    h-index

  4. Advances in Meteorology

    1 publications · 25 citations

    1

    h-index

  5. Scientific Data

    1 publications · 17 citations

    1

    h-index

1–5