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Development of a Regional Regression Model for Estimating Annual Runoff in the Hailar River Basin of China 被引量:3
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作者 Limin Duan Tingxi Liu +2 位作者 Xixi Wang yanyun luo Long Wu 《Journal of Water Resource and Protection》 2010年第11期934-943,共10页
The Hailar River, a first-grade tributary of the Erguna River that borders China and Russia, is the main water source for the local industry and agriculture. However, because there are only 11 flow gauging stations an... The Hailar River, a first-grade tributary of the Erguna River that borders China and Russia, is the main water source for the local industry and agriculture. However, because there are only 11 flow gauging stations and those stations cannot monitor all runoff paths, it is hard to directly use the existing flow data to estimate the annual runoffs from all subbasins of interest although such estimation is needed for utilization and protection of the water resources in the Hailar River. Thus, this study implemented an indirect approach (i.e., regional regression model) by correlating annual runoff with annual rainfall and water surface evaporation as well as hydrologic characteristics of the 11 subbasins monitored by the gauging stations. The study used 51 years (from 1956 to 2006) data. The results indicated a significant correlation (R2 > 0.87) between annual runoff and the selected subbasin characteristics and showed the model to be robust because the predicted runoffs for the validation period are compatible with the corresponding observed values. In addition, this model was used to estimate the annual runoffs for the subbasins that are not monitored by the 11 flow gauging stations, which adds new information to existing literature. 展开更多
关键词 INNER Mongolia Indirect Estimation MONSOON Climate SUBBASIN RUNOFF
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Influences of landform as a confounding variable on SOM-NDVI association in semiarid Ordos Plateau 被引量:2
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作者 yanyun luo TingXi LIU +1 位作者 XiXi WANG LiMin DUAN 《Journal of Arid Land》 SCIE 2012年第4期450-456,共7页
Soil organic matter (SOM) plays an important role in maintaining vegetation cover and thus mitigating land erosion of fragile terrestrial ecosystems such as in the Northern Ordos Plateau of China (NOPC). However, ... Soil organic matter (SOM) plays an important role in maintaining vegetation cover and thus mitigating land erosion of fragile terrestrial ecosystems such as in the Northern Ordos Plateau of China (NOPC). However, little information is available on whether and how SOM varies spatially as an intrinsic characteristic of landform in NOPC. The objective of this study was to examine the spatial associations of SOM with landform and vegetation cover. The study was conducted in a 23,000-km2 area within NOPC because this area has landforms of mobile dunes (MD), flat dunes (FD), grassy sandy land (GSL), flat sandy bedrocks (FSB), and swamps and salt lakes (SW), which are typical landforms in semiarid ecosystems. SOM was determined using a standard laboratory analysis method for 5 cm topsoil samples collected at 72 locations across the study area. In addition, the 250 m Multitem- poral Moderate Resolution Imaging Spectroradiometer (MODIS) imageries taken in the period from August 2006 to August 2010 were used to extract Normalized Difference Vegetation Index (NDVI) which in turn was used as the surrogate of vegetation cover. Classic and geostatistical methods were used to compare SOM concentration across different landforms. The results indicated that an area with a greater value for NDVI (i.e. better vegetation cover) tended to have a higher SOM concentration regardless of the landform types. However, the association between SOM and NDVI varied from one landform to another. The SW and GSL had a highest SOM concentration, while MD had a lowest concentration. For the study area as a whole and the FD, GSL, and MD, SOM was found to be the sole function of NDVI, whereas, for the FSB, SOM was influenced by several intrinsic variables, namely ground surface altitude, slope, and aspect, as well as NDVI. SOM for the SW landform was found to be a function of NDVI. Furthermore, SOM and NDVI exhibited a consistent spatial pattern of increasing from north to south and from west to east. The highest SOM concentration of 3.5% occurred along an east-westward belt, which is adjacent to water pathways, in the mid part of the study area. 展开更多
关键词 MODIS NDVI remote sensing soil organic matter spatial pattern TOPOGRAPHY
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ORPOM model for optimum distribution of tree ring sampling based on the climate observation network
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作者 Long Ma TingXi Liu +3 位作者 yanyun luo HongLan Ji ShiQiang Li JunXiao Shi 《Research in Cold and Arid Regions》 2010年第6期547-554,共8页
关键词 CLIMATE monitoring network tree ring sampling site optimum model Horqin Sandy Land
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Effect of climatic change on surface environments in the typical region of Horqin Sandy Land
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作者 Long Ma TingXi Liu +2 位作者 HongLan Ji yanyun luo LiMin Duan 《Research in Cold and Arid Regions》 2010年第2期143-153,共11页
关键词 Horqin Sandy Land typical region surface environment climatic change RESPONSE climatic factor impact index
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