Knowledge Resource Center for Ecological Environment in Arid Area
DOI | 10.1007/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
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ISSN | 0167-6369 |
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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