Authors
Bas Kempen, Dick J Brus, Jetse J Stoorvogel, Gerard BM Heuvelink, Folkert de Vries
Publication date
2012/11
Journal
Soil Science Society of America Journal
Volume
76
Issue
6
Pages
2097-2115
Publisher
The Soil Science Society of America, Inc.
Description
This study compared the efficiency of geostatistical digital soil mapping (DSM) with conventional soil mapping (CSM) for updating soil class and property maps of a cultivated peatland in the Netherlands. For digital soil class mapping, the generalized linear geostatistical model was used. Digital mapping of the soil organic matter (SOM) content and peat thickness was done by universal kriging. The conventional soil class map was created by free survey, while the property maps were created with the representative profile description (RPD) and map unit means (MUM) methods. For each method, we computed the effort invested in the mapping in terms of the sampling and cost densities. The accuracies of the created soil maps were estimated from independent probability sample data. The results showed that for DSM, the cost density could be reduced by a factor of three compared with CSM without compromising …
Total citations
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Scholar articles
B Kempen, DJ Brus, JJ Stoorvogel, GBM Heuvelink… - Soil Science Society of America Journal, 2012