Knowledge Resource Center for Ecological Environment in Arid Area
Continuous mapping of topsoil calcium carbonate using geostatistical techniques in a semi-arid region | |
Sarmadian, Fereydoon1; Keshavarzi, Ali1; Malekian, Arash2 | |
通讯作者 | Keshavarzi, Ali |
来源期刊 | AUSTRALIAN JOURNAL OF CROP SCIENCE
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ISSN | 1835-2693 |
EISSN | 1835-2707 |
出版年 | 2010 |
卷号 | 4期号:8页码:603-608 |
英文摘要 | Prediction and mapping of soil calcium carbonate is necessary for sustainable management of soil fertility. So, this research was done with the aims of (1) evaluation and analyzing spatial variability of topsoil calcium carbonate as an aspect of soil fertility and plant nutrition, (2) comparing geostatistical methods such as kriging and co-kriging and (3) continuous mapping of topsoil calcium carbonate. Sampling was done with stratified random method and 23 soil samples from 0 to 15 cm depth were collected. In co-kriging method, salinity data was also used as auxiliary variable. For comparing and evaluation of geostatistical methods, cross validation and statistical parameters such as correlation of coefficient and RMSE were considered. The results showed that co-kriging method has the higher correlation of coefficient (0.76) and less RMSE (4.1) which means its higher accuracy than kriging method to predict calcium carbonate content. |
英文关键词 | Co-kriging Cross validation Kriging Salinity Spatial distribution |
类型 | Article |
语种 | 英语 |
国家 | Iran |
收录类别 | SCI-E |
WOS记录号 | WOS:000284089100006 |
WOS关键词 | SPATIAL VARIABILITY ; SOIL PROPERTIES ; FIELD |
WOS类目 | Agronomy |
WOS研究方向 | Agriculture |
资源类型 | 期刊论文 |
条目标识符 | http://119.78.100.177/qdio/handle/2XILL650/163401 |
作者单位 | 1.Univ Tehran, Dept Soil Sci Engn, Karaj 3158777871, Iran; 2.Univ Tehran, Int Res Ctr Living Desert, Karaj 3158777871, Iran |
推荐引用方式 GB/T 7714 | Sarmadian, Fereydoon,Keshavarzi, Ali,Malekian, Arash. Continuous mapping of topsoil calcium carbonate using geostatistical techniques in a semi-arid region[J],2010,4(8):603-608. |
APA | Sarmadian, Fereydoon,Keshavarzi, Ali,&Malekian, Arash.(2010).Continuous mapping of topsoil calcium carbonate using geostatistical techniques in a semi-arid region.AUSTRALIAN JOURNAL OF CROP SCIENCE,4(8),603-608. |
MLA | Sarmadian, Fereydoon,et al."Continuous mapping of topsoil calcium carbonate using geostatistical techniques in a semi-arid region".AUSTRALIAN JOURNAL OF CROP SCIENCE 4.8(2010):603-608. |
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