2012
DOI: 10.1002/jsfa.5593
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Ancillary information improves kriging on soil organic carbon data for a typical karst peak cluster depression landscape

Abstract: The spatial pattern of SOC was controlled by topography and cultivation activity. The predictive abilities of OK and CK were limited. Combined with the auxiliary variables, REML and RK can improve the prediction accuracy. This study is beneficial for the further research of precise SOC management in the typical karst landscape.

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Cited by 51 publications
(30 citation statements)
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“…In the karst area, most early reports have focused on the top soil layer (e.g., ≤ 30 cm) to assess the SOC stocks changes Fu et al, 2015;Liu et al, 2015b;Zhang et al, 2012). These above-mentioned works and other superficial studies on how land use changes may alter SOM dynamics (Post and Kwon, 2000;West and Post, 2002), may lead to erroneous results.…”
Section: Sampling Depth For Assessing Soc and Tn Stocksmentioning
confidence: 99%
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“…In the karst area, most early reports have focused on the top soil layer (e.g., ≤ 30 cm) to assess the SOC stocks changes Fu et al, 2015;Liu et al, 2015b;Zhang et al, 2012). These above-mentioned works and other superficial studies on how land use changes may alter SOM dynamics (Post and Kwon, 2000;West and Post, 2002), may lead to erroneous results.…”
Section: Sampling Depth For Assessing Soc and Tn Stocksmentioning
confidence: 99%
“…Recently, some researchers have paid more attention about the effect of land use change on the soil physicochemical properties and soil quality in this karst region (Fu et al, 2015;Hu et al, 2014;Xie et al, 2015;Xu et al, 2008). However, studies on soil C dynamics were mainly focused on the surface layers (e.g., ≤ 30 cm), and the FD method is utilized to assess SOC stocks Fu et al, 2015;Liu et al, 2015b;Zhang et al, 2012). Very little effort has been devoted to the effect of land conversion on SOC stocks in the deeper soils.…”
Section: Introductionmentioning
confidence: 99%
“…In Mediterranean environments, the high spatial and temporal variability of rainfall and high incoming solar radiation, typical of these regions, are the main factor controlling the variations of θ (Canton et al, 2004;Grayson et al, 2006;Martinez-Fernandez and Ceballos, 2003;Rivera et al, 2014;Wilson et al, 2004). Despite the fact that at coarse spatial scale factors such as rainfall and evapotranspiration constitute the main controls on θ, at small basin and hillslope scales, the variance of θ mainly depend on factors like soil properties, surface cover or topography (Calvo-Cases et al, 2003;Canton et al, 2001;Zhang et al, 2012;Zhao et al, 2013). In general, higher infiltration rates have been reported on coarse textured soils than on fine textured ones (Saxton et al, 1986), contributing to increase water movement into the soil.…”
Section: Introductionmentioning
confidence: 99%
“…The need for a better understanding of the complex interactions among factors that govern the spatial variability of θ on detailed spatial scales to adequately predict the movement of water in the soil and in the interphase soil-atmosphere is widely recognised by researchers (Canton et al, 2004;Famiglietti et al, 1998;Gomez-Plaza et al, 2001;Hébrard et al, 2006;Yoo et al, 2005;Zhang et al, 2012), especially in many Mediterranean coastal areas. On these areas water demand has undergone a significant increase due to the expansion in agriculture and tourism (Benoit and Comeau, 2005).…”
Section: Introductionmentioning
confidence: 99%
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