TY - JOUR
T1 - Development of a china dataset of soil hydraulic parameters using pedotransfer functions for land surface modeling
AU - Dai, Yongjiu
AU - Shangguan, Wei
AU - Duan, Qingyun
AU - Liu, Baoyuan
AU - Fu, Suhua
AU - Niu, Guoyue
PY - 2013
Y1 - 2013
N2 - The objective of this study is to develop a dataset of the soil hydraulic parametersassociated with two empirical soil functions (i.e., a water retention curve and hydraulicconductivity) using multiple pedotransfer functions (PTFs). The dataset is designed specifically for regional land surface modeling for China. The authors selected 5 PTFs to derive the parameters in the Clapp and Hornberger functions and the van Genuchten and Mualemfunctions and 10 PTFs for soil water contents at capillary pressures of 33 and 1500 kPa. The inputs into the PTFs include soil particle size distribution, bulk density, and soil organic matter. The dataset provides 12 estimated parameters and their associated statistical values. The dataset is available at a 30 3 30 arc second geographical spatial resolution and with seven vertical layers to the depth of 1.38 m. The dataset has several distinct advantages even though the accuracy is unknown for lack of in situ and regional measurements. First, this dataset utilizes the best available soil characteristics dataset forChina. The Chinese soil characteristics dataset was derived by using the 1:1 000 000 SoilMap of China and 8595 representative soil profiles. Second, this dataset represents the first attempt to estimate soil hydraulic parameters using PTFs directly for continental China at a high spatial resolution. Therefore, this dataset should capture spatial heterogeneity better than existing estimates based on lookup tables according to soil textureclasses. Third, the authors derived soil hydraulic parameters using multiple PTFs to allow flexibility for data users to use the soil hydraulic parameters most preferable to or suitable for their applications.
AB - The objective of this study is to develop a dataset of the soil hydraulic parametersassociated with two empirical soil functions (i.e., a water retention curve and hydraulicconductivity) using multiple pedotransfer functions (PTFs). The dataset is designed specifically for regional land surface modeling for China. The authors selected 5 PTFs to derive the parameters in the Clapp and Hornberger functions and the van Genuchten and Mualemfunctions and 10 PTFs for soil water contents at capillary pressures of 33 and 1500 kPa. The inputs into the PTFs include soil particle size distribution, bulk density, and soil organic matter. The dataset provides 12 estimated parameters and their associated statistical values. The dataset is available at a 30 3 30 arc second geographical spatial resolution and with seven vertical layers to the depth of 1.38 m. The dataset has several distinct advantages even though the accuracy is unknown for lack of in situ and regional measurements. First, this dataset utilizes the best available soil characteristics dataset forChina. The Chinese soil characteristics dataset was derived by using the 1:1 000 000 SoilMap of China and 8595 representative soil profiles. Second, this dataset represents the first attempt to estimate soil hydraulic parameters using PTFs directly for continental China at a high spatial resolution. Therefore, this dataset should capture spatial heterogeneity better than existing estimates based on lookup tables according to soil textureclasses. Third, the authors derived soil hydraulic parameters using multiple PTFs to allow flexibility for data users to use the soil hydraulic parameters most preferable to or suitable for their applications.
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U2 - 10.1175/JHM-D-12-0149.1
DO - 10.1175/JHM-D-12-0149.1
M3 - Article
AN - SCOPUS:84881535766
SN - 1525-755X
VL - 14
SP - 869
EP - 887
JO - Journal of Hydrometeorology
JF - Journal of Hydrometeorology
IS - 3
ER -