Arid
DOI10.1007/s10661-007-9803-2
Application and evaluation of kriging and cokriging methods on groundwater depth mapping
Ahmadi, Seyed Hamid1; Sedghamiz, Abbas2
通讯作者Ahmadi, Seyed Hamid
来源期刊ENVIRONMENTAL MONITORING AND ASSESSMENT
ISSN0167-6369
出版年2008
卷号138期号:1-3页码:357-368
英文摘要

Groundwater and water resources management play a key role in conserving the sustainable conditions in arid and semi-arid regions. Applying some techniques that can reveal the critical and hot conditions of water resources seem necessary. In this study, kriging and cokriging methods were evaluated for mapping the groundwater depth across a plain in which has experienced different climatic conditions (dry, wet, and normal) and consequently high variations in groundwater depth in a 12 year led in maximum, minimum, and mean depths. During this period groundwater depth has considerable fluctuations. Results obtained from geostatistical analysis showed that groundwater depth varies spatially in different climatic conditions. Furthermore, the calculated RMSE showed that cokriging approach was more accurate than kriging in mapping the groundwater depth though there was not a distinct difference. As a whole, kriging underestimated the real groundwater depth for dry, wet, and normal conditions by 5.5, 2.2, and 5.3%, while cokriging underestimations were 3.3, 2, and 2.2%, respectively; which showed the unbiasedness in estimations. Results implied that in the study area farming and cultivation in dry conditions needs more attention due to higher variability in groundwater depth in short distances compared to the other climate conditions. It is believed that geostatistical approaches are reliable tools for water resources managers and water authorities to allocate groundwater resources in different environmental conditions.


英文关键词groundwater depth kriging cokriging spatial analysis water resources management
类型Article
语种英语
国家Iran
收录类别SCI-E
WOS记录号WOS:000252873100033
WOS关键词NETWORK DESIGN ; SOIL ; OPTIMIZATION ; ELEVATION ; SALINITY ; MODEL
WOS类目Environmental Sciences
WOS研究方向Environmental Sciences & Ecology
资源类型期刊论文
条目标识符http://119.78.100.177/qdio/handle/2XILL650/157197
作者单位1.Agr Res & Educ Org, Agr Engn Res Inst, Zarghan, Iran;
2.Shiraz Univ, Coll Agr, Irrigat Technol Dept, Darab, Iran
推荐引用方式
GB/T 7714
Ahmadi, Seyed Hamid,Sedghamiz, Abbas. Application and evaluation of kriging and cokriging methods on groundwater depth mapping[J],2008,138(1-3):357-368.
APA Ahmadi, Seyed Hamid,&Sedghamiz, Abbas.(2008).Application and evaluation of kriging and cokriging methods on groundwater depth mapping.ENVIRONMENTAL MONITORING AND ASSESSMENT,138(1-3),357-368.
MLA Ahmadi, Seyed Hamid,et al."Application and evaluation of kriging and cokriging methods on groundwater depth mapping".ENVIRONMENTAL MONITORING AND ASSESSMENT 138.1-3(2008):357-368.
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