Research on the Relationship Between Terrain Factors and Precipitation
Zhenyao Shen
Abstract
Zhenyao Shen
Abstract
Using multiple regression and Geographic Information System techniques,the authors modeled the spatial distribution of daily precipitation for a rain process in a mountainous region,located in the Northwest China.The precipitation data measured at 26 stations were used,using 20 stations for function development and reserving 6 for validation tests.The best model developed used five topographic descriptors as independent variables: longitude,latitude,elevation,slope,aspect.The model accounted for most of the spatial variability in daily precipitation and enabled us to estimate precipitation in areas where there are no nearby stations and where topography has a major influence on precipitation.
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Using multiple regression and Geographic Information System techniques,the authors modeled the spatial distribution of daily precipitation for a rain process in a mountainous region,located in the Northwest China.The precipitation data measured at 26 stations were used,using 20 stations for function development and reserving 6 for validation tests.The best model developed used five topographic descriptors as independent variables: longitude,latitude,elevation,slope,aspect.The model accounted for most of the spatial variability in daily precipitation and enabled us to estimate precipitation in areas where there are no nearby stations and where topography has a major influence on precipitation.
Key concepts: Precipitation, Terrain, Latitude, Elevation (ballistics), Longitude, Environmental science, Spatial distribution, Climatology