Concepedia

Digital Soil Texture Mapping

Digital Soil Texture Mapping is a geospatial modeling technique that distinguishes itself by quantitatively predicting the spatial distribution of soil texture classes or particle size fractions across landscapes using statistical or machine learning methods integrated with environmental covariates.

113

Publications

7.7K

Citations

431

Authors

228

Institutions

Publications per year

2017–2026

69

Parents

Publications

113

Digital soil mapping: A brief history and some lessons

Budiman Minasny, Alex B. McBratney · Geoderma · 2015 · 725 citations

, , +14

An overview and comparison of machine-learning techniques for classification purposes in digital soil mapping

Brandon Heung, Hung Chak Ho, Jin Zhang et al. · Geoderma · 2015 · 523 citations

, , +16

Selecting appropriate machine learning methods for digital soil mapping

Yones Khaledian, Bradley A. Miller · Applied Mathematical Modelling · 2019 · 440 citations

, , +14

Using quantile regression forest to estimate uncertainty of digital soil mapping products

Kévin Vaysse, Philippe Lagacherie · Geoderma · 2017 · 359 citations

, , +10

Multi-criteria characterization of recent digital soil mapping and modeling approaches

Sabine Grunwald · Geoderma · 2009 · 343 citations

, , +16

1–5 of 113

Authors

431

  1. PL
    Philippe Lagacherie

    Institut de Recherche pour le Développement, France

    9 publications · 820 citations

    9

    h-index

  2. RT
    Ruhollah Taghizadeh‐Mehrjardi

    University of Tübingen, Germany

    7 publications · 479 citations

    7

    h-index

  3. AZ
    A‐Xing Zhu

    University of Wisconsin–Madison, United States

    7 publications · 186 citations

    7

    h-index

  4. LY
    Lin Yang

    Chinese Academy of Sciences, China

    6 publications · 173 citations

    6

    h-index

  5. BM
    Budiman Minasny

    The University of Sydney, Australia

    6 publications · 994 citations

    6

    h-index

1–5 of 431

Institutions

228

  1. Chinese Academy of Sciences

    Beijing, China

    10 h-index

    43 publications

    3.1K citations

  2. The University of Sydney

    Sydney, Australia

    9 h-index

    18 publications

    2.7K citations

  3. Institute of Soil Science

    Nanjing, China

    9 h-index

    33 publications

    2.8K citations

  4. University of Wisconsin–Madison

    Madison, United States

    8 h-index

    9 publications

    326 citations

  5. Institute of Geographic Sciences and Natural Resources Research

    Beijing, China

    7 h-index

    23 publications

    734 citations

  6. University of Tübingen

    Tübingen, Germany

    6 h-index

    8 publications

    669 citations

  7. Institut de Recherche pour le Développement

    Marseille, France

    6 h-index

    8 publications

    217 citations

  8. Nanjing Normal University

    Nanjing, China

    6 h-index

    12 publications

    291 citations

1–8 of 228

Venues

  1. Geoderma

    37 publications · 4K citations

    27

    h-index

  2. Geoderma Regional

    16 publications · 805 citations

    16

    h-index

  3. CATENA

    12 publications · 745 citations

    12

    h-index

  4. Pedosphere

    4 publications · 142 citations

    4

    h-index

  5. Environmental Monitoring and Assessment

    3 publications · 126 citations

    3

    h-index

1–5