Methods for modelling of temporal and spatial distribution of air temperature at landscape scale in the southern Qilian mountains, China
文献类型：期刊论文
| 作者 | Zhao, CY; Nan, ZR; Cheng, GD |
| 刊名 | ECOLOGICAL MODELLING
 |
| 出版日期 | 2005-11-25 |
| 卷号 | 189期号:1-2页码:209-220 |
| 关键词 | surface air temperature linear regression geostatistical methods Qilian mountains landscape scale |
| ISSN号 | 0304-3800 |
| DOI | 10.1016/j.ecolmodel.2005.03.016 |
| 通讯作者 | Zhao, CY(nanzhr@lzb.ac.cn) |
| 英文摘要 | Understanding temporal and spatial distribution of surface air temperature (SAT) at the landscape scale is essential in assessing the potential ecological conditions for ecological restoration and in making decisions for regional management in the Qilian mountains, northwest China. Based on the measurement of air temperature, this study developed a linear regression relationship between the monthly mean SAT and elevation and locational/topographic factors. On average over the year, the model had a higher accuracy to predict SAT in the southern Qilian mountainous terrain of the Heihe River Basin. The study also compared the built linear regression model with geostatistical methods (i.e., ordinary kriging, splines and inverse distance weight), generally, the predictions errors obtained by the geostatistical methods were larger than that by regression method. The worst results were produced by spline. It was noteworthy that for several months (i.e. growing seasons) ordinary kriging yielded smaller prediction errors than the linear regression of temperature against elevation and locational/topographic factors did. We selected the OK method to estimate the SAT in the growing seasons, because accurately estimating surface air temperature during the ecologically meaningful time period was very important to model future ecological processes. Modeled SAT increased from northeast to southwest with highest value occurring in the Yinglou gorge, the outlet of Heihe River in the study area. Temporally, highest SAT value, ranging from 9.2 to 18.7 degrees C, appeared in the July, and the lowest SAT value, from 3.3 to 13.3 degrees C, was seen in May. (c) 2005 Elsevier B.V. All rights reserved. |
| 收录类别 | SCI |
| WOS关键词 | SOLAR-RADIATION ; SURFACE-TEMPERATURE ; RIVER BASIN ; TERRAIN ; PRECIPITATION ; ELEVATION ; RAINFALL ; GIS ; EVAPOTRANSPIRATION ; INTERPOLATION |
| WOS研究方向 | Environmental Sciences & Ecology |
| WOS类目 | Ecology |
| 语种 | 英语 |
| WOS记录号 | WOS:000233374300012 |
| 出版者 | ELSEVIER SCIENCE BV |
| URI标识 | http://www.irgrid.ac.cn/handle/1471x/2555660 |
| 专题 | 寒区旱区环境与工程研究所 |
| 通讯作者 | Zhao, CY |
| 作者单位 | 1.CAS, State Key Lab Frozen Soil Engn, Cold & Arid Reg Environm & Engn Res Inst, Lanzhou 730000, Peoples R China 2.Lanzhou Univ, Dept Environm Sci, Lanzhou 730000, Peoples R China |
| 推荐引用方式 GB/T 7714 | Zhao, CY,Nan, ZR,Cheng, GD. Methods for modelling of temporal and spatial distribution of air temperature at landscape scale in the southern Qilian mountains, China[J]. ECOLOGICAL MODELLING,2005,189(1-2):209-220. |
| APA | Zhao, CY,Nan, ZR,&Cheng, GD.(2005).Methods for modelling of temporal and spatial distribution of air temperature at landscape scale in the southern Qilian mountains, China.ECOLOGICAL MODELLING,189(1-2),209-220. |
| MLA | Zhao, CY,et al."Methods for modelling of temporal and spatial distribution of air temperature at landscape scale in the southern Qilian mountains, China".ECOLOGICAL MODELLING 189.1-2(2005):209-220. |
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来源：寒区旱区环境与工程研究所
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