Comparison on two case‐based reasoning strategies of automatically selecting terrain covariates for digital soil mapping

Using the most similar case method to automatically select environmental covariates for predictive mapping

(2020) Peng Liang et al.   Earth Science Informatics

A case-based method of selecting covariates for digital soil mapping

(2020) Peng LIANG et al.   Journal of Integrative Agriculture

Towards a framework for terrain attribute selection in environmental studies

(2017) Vincent Lecours et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Construction of Membership Functions for Soil Mapping using the Partial Dependence of Soil on Environmental Covariates Calculated by Random Forest

(2017) Canying Zeng et al.   SOIL SCIENCE SOCIETY OF AMERICA JOURNAL

CyberSoLIM: A cyber platform for digital soil mapping

(2016) Jingchao Jiang et al.   GEODERMA

Random forest in remote sensing: A review of applications and future directions

(2016) Mariana Belgiu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Predictive soil mapping with limited sample data

(2015) A. X. Zhu et al.   EUROPEAN JOURNAL OF SOIL SCIENCE

Digital mapping of soil properties in Canadian managed forests at 250m of resolution using the k-nearest neighbor method

(2014) Nicolas Mansuy et al.   GEODERMA

A regional-scale assessment of digital mapping of soil attributes in a tropical hillslope environment

(2014) Waldir de Carvalho Junior et al.   GEODERMA

Digital Mapping of Soil Organic Carbon Contents and Stocks in Denmark

(2014) Kabindra Adhikari et al.   PLoS One

A survey on feature selection methods

(2013) Girish Chandrashekar et al.   COMPUTERS & ELECTRICAL ENGINEERING

Combining Vis–NIR hyperspectral imagery and legacy measured soil profiles to map subsurface soil properties in a Mediterranean area (Cap-Bon, Tunisia)

(2013) Philippe Lagacherie et al.   GEODERMA

An integrative hierarchical stepwise sampling strategy for spatial sampling and its application in digital soil mapping

(2012) L. Yang et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

Construction of membership functions for predictive soil mapping under fuzzy logic

(2009) A-Xing Zhu et al.   GEODERMA