Mechanical sowing alters slope-scale spatial variability of saturated hydraulic conductivity in the black soil region of Northeast China

被引:16
作者
Wu, Xintong [1 ,2 ]
Yang, Yang [1 ,2 ]
He, Tao [1 ,2 ]
Wang, Ying [1 ,2 ]
Wendroth, Ole [3 ]
Liu, Baoyuan [2 ]
机构
[1] Beijing Normal Univ, Fac Geog Sci, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China
[2] Beijing Normal Univ, Fac Geog Sci, Sch Geog, Beijing 100875, Peoples R China
[3] Univ Kentucky, Dept Plant & Soil Sci, Lexington, KY 40546 USA
基金
国家重点研发计划;
关键词
Saturated hydraulic conductivity; Spatial variability; Mechanical sowing; State-space model; Black soil region of Northeast China; PHYSICAL-PROPERTIES; ORGANIC-CARBON; BULK-DENSITY; TILLAGE; FIELD; VARIOGRAM; EROSION; AGGREGATE; POROSITY; MODELS;
D O I
10.1016/j.catena.2022.106115
中图分类号
P [天文学、地球科学];
学科分类号
07 ;
摘要
Saturated hydraulic conductivity (Ks) and its spatial variability are essential for the simulation of water and solute transport in the vadose zone. Mechanical operations have been increasingly employed in agricultural systems during recent decades to improve crop establishment, but their impact on Ks spatial variability has rarely been evaluated. The objectives were to characterize the slope-scale variability of Ks and to identify the primary controls dominating Ks distributions before and after mechanical sowing. Along a 900 m slope transect in the black soil region of Northeast China, soil samples were collected in an interval of 20 m, and Ks, bulk density (BD), particle-size distribution, wet-aggregate stability (WAS), soil organic carbon content (SOC) and land surface roughness (SR) were investigated before and after mechanical sowing in the spring. The results show that sowing significantly decreased Ks along the transect (p < 0.01). Partly due to the strong comparisons among three different sections with respect to soil erosion, i.e., original, erosive and deposited sections, large Ks spatial variability was detected both before and after sowing. According to the semivariogram analysis, nevertheless, sowing decreased the semivariances of Ks overall and altered its spatial structure, i.e., from an exponential semivariogram possessing a sill of 0.72 mm(2) min(-2) and exhibiting a moderate spatial dependency before sowing to a pure nugget effect value of 0.27 mm(2) min(-2) corresponding to random distribution after sowing. Using the state-space approach, BD, CLAY and SR were identified as the main factors regulating Ks spatial distributions, whether before or after sowing. These findings demonstrate the remarkable impact of mechanical sowing on Ks and its spatial variability, and hold important implications for hydrological modeling and agricultural management in the black soil region of Northeast China.
引用
收藏
页数:14
相关论文
共 86 条
[1]   FITTING AUTOREGRESSIVE MODELS FOR PREDICTION [J].
AKAIKE, H .
ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS, 1969, 21 (02) :243-&
[2]   Temporal and spatial variability of soil bulk density and near-saturated hydraulic conductivity under two contrasted tillage management systems [J].
Alletto, Lionel ;
Coquet, Yves .
GEODERMA, 2009, 152 (1-2) :85-94
[3]   A hybrid method for characterizing tillage-induced soil physical quality at the profile scale with fine spatial details [J].
Alonso, Alice ;
Froidevaux, Manuel ;
Javaux, Mathieu ;
Laloy, Eric ;
Mattern, Samuel ;
Roisin, Christian ;
Vanclooster, Marnik ;
Bielders, Charles .
SOIL & TILLAGE RESEARCH, 2022, 216
[4]  
[Anonymous], 1989, Applied Geostatistics
[5]  
[Anonymous], 1988, Non- parametric statistics for the behavioral sciences
[6]   Using Machine Learning for Prediction of Saturated Hydraulic Conductivity and Its Sensitivity to Soil Structural Perturbations [J].
Araya, Samuel N. ;
Ghezzehei, Teamrat A. .
WATER RESOURCES RESEARCH, 2019, 55 (07) :5715-5737
[7]   Estimation of field capacity for aggregated soils using changes of the water retention curve under the effects of compaction [J].
Aschonitis, V. G. ;
Antonopoulos, V. Z. ;
Lekakis, E. H. ;
Litskas, V. D. ;
Kotsopoulos, S. A. ;
Karamouzis, D. N. .
EUROPEAN JOURNAL OF SOIL SCIENCE, 2013, 64 (05) :688-698
[8]   Modeling the relationship between soil bulk density and the water retention curve [J].
Assouline, S. .
VADOSE ZONE JOURNAL, 2006, 5 (02) :554-563
[9]   Separating scale-specific soil spatial variability: A comparison of multi-resolution analysis and empirical mode decomposition [J].
Biswas, Asim ;
Cresswell, Hamish P. ;
Chau, Henry W. ;
Rossel, Raphael A. Viscarra ;
Si, Bing C. .
GEODERMA, 2013, 209 :57-64
[10]   Spatial relationship between soil hydraulic and soil physical properties in a farm field [J].
Biswas, Asim ;
Si, Bing Cheng .
CANADIAN JOURNAL OF SOIL SCIENCE, 2009, 89 (04) :473-488