TY - JOUR
T1 - Characterisation of soil texture variability using the apparent soil electrical conductivity at a highly variable site
AU - Heil, K.
AU - Schmidhalter, U.
N1 - Funding Information:
The FAM project was financed by the Bundesministerium für Bildung, Wissenschaft, Forschung und Technologie (BMBF) , and the Bayerisches Staatsministerium für Unterricht und Kultus, Wissenschaft, und Kunst .
PY - 2012/2
Y1 - 2012/2
N2 - The characterisation of the spatial distribution of clay, silt, and sand/gravel is one of the main objectives of soil surveys. Researchers as well as producers have an interest in characterising soil texture variability. The objective of our study was the development of models to derive the clay, silt, and sand/gravel content from the variables apparent electrical conductivity (EC a), the boundary depth between Quaternary and Tertiary sediments, the terrain parameters, and the cultivation (organic vs integrated and type of fertiliser). The investigation site made it possible to include a wide range of soil types within the geological area under investigation. The apparent electrical conductivity and the soil properties texture and digital terrain attributes were densely mapped onto approximately 17ha. Soil sampling was carried out in a 50*50-m grid. Clay and sand/gravel were most closely related to the EC a, whereas silt showed a stronger dependency on the boundary depth. R 2 values ranged between 0.67 and 0.76 in this hilly landscape. However, some weaknesses of the applied procedure were observed: on layered soils with clay lenses covered with sandy, gravelly material, too much clay, and too little sand/gravel were predicted. In some subareas with distinct differences at the field boundaries, breaks in the EC a were observed. The latter was likely due to fertilising effects that caused enhanced EC a levels. In conclusion, the EC a, in combination with the boundary depth between Quaternary and Tertiary sediments, the elevation, the terrain aspect, and the cultivation parameters represent a useful and robust surveying technique to predict soil texture for the Tertiary hill country in southern Germany.
AB - The characterisation of the spatial distribution of clay, silt, and sand/gravel is one of the main objectives of soil surveys. Researchers as well as producers have an interest in characterising soil texture variability. The objective of our study was the development of models to derive the clay, silt, and sand/gravel content from the variables apparent electrical conductivity (EC a), the boundary depth between Quaternary and Tertiary sediments, the terrain parameters, and the cultivation (organic vs integrated and type of fertiliser). The investigation site made it possible to include a wide range of soil types within the geological area under investigation. The apparent electrical conductivity and the soil properties texture and digital terrain attributes were densely mapped onto approximately 17ha. Soil sampling was carried out in a 50*50-m grid. Clay and sand/gravel were most closely related to the EC a, whereas silt showed a stronger dependency on the boundary depth. R 2 values ranged between 0.67 and 0.76 in this hilly landscape. However, some weaknesses of the applied procedure were observed: on layered soils with clay lenses covered with sandy, gravelly material, too much clay, and too little sand/gravel were predicted. In some subareas with distinct differences at the field boundaries, breaks in the EC a were observed. The latter was likely due to fertilising effects that caused enhanced EC a levels. In conclusion, the EC a, in combination with the boundary depth between Quaternary and Tertiary sediments, the elevation, the terrain aspect, and the cultivation parameters represent a useful and robust surveying technique to predict soil texture for the Tertiary hill country in southern Germany.
KW - Clay
KW - EM38
KW - Residual kriging
KW - Sand/gravel
KW - Silt
KW - Spatial heterogeneity
UR - http://www.scopus.com/inward/record.url?scp=84855563468&partnerID=8YFLogxK
U2 - 10.1016/j.cageo.2011.06.017
DO - 10.1016/j.cageo.2011.06.017
M3 - Article
AN - SCOPUS:84855563468
SN - 0098-3004
VL - 39
SP - 98
EP - 110
JO - Computers and Geosciences
JF - Computers and Geosciences
ER -