articleTop 1% cited
On digital soil mapping
Geoderma · 2003 · Vol. 117(1-2) · pp. 3–52
Alex B. McBratney✉(University of Sydney)Maria de Lourdes Mendonça-Santos(Instituto de Pesquisas Jardim Botânico do Rio de Janeiro)Budiman Minasny(University of Sydney)
Soil Geostatistics and MappingRemote Sensing in AgricultureSoil and Land Suitability AnalysisGeostatisticsDigital soil mappingTerrainSoil mapDigital elevation modelSpatial analysisRemote sensingGeographic information systemVegetation (pathology)Computer science
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References
Mixed-Effects Models in S and S-PLUS
Technometrics · 2001 · 9,355 citations
Greedy function approximation: A gradient boosting machine.
The Annals of Statistics · 2001 · 27,794 citations
Pedotransfer functions: bridging the gap between available basic soil data and missing soil hydraulic characteristics
Journal of Hydrology · 2001 · 980 citations
A soil-adjusted vegetation index (SAVI)
Remote Sensing of Environment · 1988 · 7,513 citations
Near‐Infrared Reflectance Spectroscopy–Principal Components Regression Analyses of Soil Properties
Soil Science Society of America Journal · 2001 · 1,870 citations
Soil Attribute Prediction Using Terrain Analysis
Soil Science Society of America Journal · 1993 · 1,433 citations
A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code
Technometrics · 2000 · 7,540 citations
An overview of pedometric techniques for use in soil survey
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