Estimation of Some Chemical Properties of an Agricultural Soil by Spectroradiometric Measurements

被引:0
|
作者
T.JARMER
M.VOHLAND
H.LILIENTHAL
E.SCHNUG
机构
[1] D-54286 Trier(Germany)
[2] D-38116 Braunschweig(Germany)
[3] University of Trier
[4] Remote Sensing and Geoinformatics Faculty of Geography/Geosciences
[5] Remote Sensing and Geoinformatics nstitute for Geographical Sciences Freie University Berlin
[6] D-12249 Berlin(Germany).
[7] Federal Agricultural Research Centre(FAL) Institute of Plant Nutrition and Soil Science
关键词
agricultural soil; nitrogen; organic carbon; partial least squares regression; spectroradiometric measurements;
D O I
暂无
中图分类号
S153 [土壤化学、土壤物理化学];
学科分类号
0903 ; 090301 ;
摘要
The contents of nitrogen and organic carbon in an agricultural soil were analyzed using reflectance measurements (n=52)performed with an ASD FieldSpec-Ⅱspectroradiometer.For parameter prediction,empirical models based on partial least squares(PLS)regression were defined from the measured reflectance spectra(0.4 to 2.4μm).Here,reliable estimates were obtained for nitrogen content,but prediction accuracy was only moderate for organic carbon.For nitrogen, the real spatial pattern of within-field variability was reproduced with high accuracy.The results indicate the potential of this method as a quick screening tool for the spatial assessment of nitrogen and organic carbon,and therefore an appropriate alternative to time-and cost-intensive chemical analysis in the laboratory.
引用
收藏
页码:163 / 170
页数:8
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