An Integration Approach for Mapping Field Capacity of China Based on Multi-Source Soil Datasets
AbstractField capacity is one of the most important soil hydraulic properties in water cycle, agricultural irrigation, and drought monitoring. It is difficult to obtain the distribution of field capacity on a large scale using manual measurements that are both time-consuming and labor-intensive. In this study, the field capacity ensemble members were established using existing pedotransfer functions (PTFs) and multiple linear regression (MLR) based on three soil datasets and 2388 in situ field capacity measurements in China. After evaluating the accuracy of each ensemble member, an integration approach was proposed for estimating the field capacity distribution and development of a 250 m gridded field capacity dataset in China. The spatial correlation coefficient (R) and root mean square error (RMSE) between the in situ field capacity and ensemble field capacity were 0.73 and 0.048 m3·m−3 in region scale, respectively. The ensemble field capacity shows great consistency with practical distribution of field capacity, and the deviation is revised when compared with field capacity datasets provided by previous researchers. It is a potential product for estimating field capacity in hydrological and agricultural practices on both large and fine scales, especially in ungauged regions. View Full-Text
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Wu, X.; Lu, G.; Wu, Z.; He, H.; Zhou, J.; Liu, Z. An Integration Approach for Mapping Field Capacity of China Based on Multi-Source Soil Datasets. Water 2018, 10, 728.
Wu X, Lu G, Wu Z, He H, Zhou J, Liu Z. An Integration Approach for Mapping Field Capacity of China Based on Multi-Source Soil Datasets. Water. 2018; 10(6):728.Chicago/Turabian Style
Wu, Xiaotao; Lu, Guihua; Wu, Zhiyong; He, Hai; Zhou, Jianhong; Liu, Zhenchen. 2018. "An Integration Approach for Mapping Field Capacity of China Based on Multi-Source Soil Datasets." Water 10, no. 6: 728.
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