机构:
Chinese Acad Sci, Inst Earth Environm, State Key Lab Loess & Quaternary Geol, Xian 710061, Shaanxi, Peoples R China
Beijing Normal Univ, Interdisciplinary Res Ctr Earth Sci Frontier, Beijing 100875, Peoples R China
Xi An Jiao Tong Univ, Dept Earth & Environm Sci, Xian 710049, Peoples R ChinaTianjin Univ, Inst Surface Earth Syst Sci, Sch Earth Syst Sci, Tianjin 300072, Peoples R China
Wang, Yunqiang
[2
,3
,4
]
机构:
[1] Tianjin Univ, Inst Surface Earth Syst Sci, Sch Earth Syst Sci, Tianjin 300072, Peoples R China
[2] Chinese Acad Sci, Inst Earth Environm, State Key Lab Loess & Quaternary Geol, Xian 710061, Shaanxi, Peoples R China
[3] Beijing Normal Univ, Interdisciplinary Res Ctr Earth Sci Frontier, Beijing 100875, Peoples R China
[4] Xi An Jiao Tong Univ, Dept Earth & Environm Sci, Xian 710049, Peoples R China
Deep soil water;
Long-term revegetation;
Temporal anomaly;
The Chinese Loess Plateau;
Empirical orthogonal function analysis;
DIFFERENT LAND-COVER;
LOESS PLATEAU;
SPATIAL VARIABILITY;
VEGETATION RESTORATION;
MOISTURE RESPONSE;
ORGANIC-CARBON;
SCALE;
PATTERNS;
RAINFALL;
FORESTS;
D O I:
10.1016/j.jhydrol.2023.130530
中图分类号:
TU [建筑科学];
学科分类号:
0813 ;
摘要:
The increase in the extreme drought trend, reduction in soil erosion, and acceleration of deep soil desiccation are renewing interests in soil water dynamics and its environmental controls after long-term (>30 years) grass and shrub revegetation on the Chinese Loess Plateau (CLP). However, inconsistent findings have been reported on soil water dynamics in these typical land uses due to the multi-dependent environmental controls. The objectives of this study are to identify the spatial variability of soil water dynamics and its controls in a small watershed. For this purpose, spatiotemporal soil water storage in 1 m interval to a depth of 5 m was decomposed into a temporal mean (i.e., time-stable pattern) and temporal anomaly (A(tn)), which varies over time and is related to soil water dynamics. A(tn) was then decomposed into a space-invariant temporal anomaly (i.e., spatial mean of A(tn)) and a space-variant temporal anomaly (R-tn), which reflects the spatial variability of soil water dynamics. The R-tn was further decomposed using the empirical orthogonal function (EOF) to identify its major controls. Results showed that soil water dynamics (gain and loss) decreased from grassland to abandoned cropland followed by shrubland after long-term revegetation. The hot spots in deep soil water dynamics (2-5 m) were identified in layered soils with an overlying sand layer and underlying silt layer, and grassland with the coexistence of tree-shrub-grass and high deep soil organic carbon (SOC) content. 50-70% of the total variations of R-tn were explained by the first two spatial patterns (EOFs). Silt and SOC content controlled EOF1 of R-tn at 0-2 and 2-5 m, respectively. Plant canopy and soil profile properties (e.g., layered soils with an overlying sand layer and underlying silt layer) controlled EOF2 of Rtn at 0-1 and 2-5 m, respectively. The EOF analysis suggests that silt and SOC dominated soil water storage capacity, plant canopy regulated water flux, and variations of hydraulic properties in soil profiles may jointly drive spatial variability of soil water dynamics.
机构:
Northwest A&F Univ, Coll Nat Resources & Environm, Yangling 712100, Shaanxi, Peoples R China
Northwest A&F Univ, Key Lab Soil Eros & Dryland Farming Loess Plateau, Yangling 712100, Peoples R ChinaNorthwest A&F Univ, Coll Nat Resources & Environm, Yangling 712100, Shaanxi, Peoples R China
Chen, Mingyu
Yang, Xueqin
论文数: 0引用数: 0
h-index: 0
机构:
Henan Inst Sci & Technol, Sch Agr, Xinxiang 453003, Peoples R ChinaNorthwest A&F Univ, Coll Nat Resources & Environm, Yangling 712100, Shaanxi, Peoples R China
Yang, Xueqin
Zhang, Xutao
论文数: 0引用数: 0
h-index: 0
机构:
Northwest A&F Univ, Coll Nat Resources & Environm, Yangling 712100, Shaanxi, Peoples R ChinaNorthwest A&F Univ, Coll Nat Resources & Environm, Yangling 712100, Shaanxi, Peoples R China
Zhang, Xutao
Bai, Yue
论文数: 0引用数: 0
h-index: 0
机构:
China West Airport Grp Yulin Airport Co Ltd, Yulin 719000, Peoples R ChinaNorthwest A&F Univ, Coll Nat Resources & Environm, Yangling 712100, Shaanxi, Peoples R China
Bai, Yue
Shao, Ming 'an
论文数: 0引用数: 0
h-index: 0
机构:
Northwest A&F Univ, Coll Nat Resources & Environm, Yangling 712100, Shaanxi, Peoples R China
Northwest A&F Univ, Key Lab Soil Eros & Dryland Farming Loess Plateau, Yangling 712100, Peoples R China
Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Beijing 100101, Peoples R ChinaNorthwest A&F Univ, Coll Nat Resources & Environm, Yangling 712100, Shaanxi, Peoples R China
Shao, Ming 'an
Wei, Xiaorong
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h-index: 0
机构:
Northwest A&F Univ, Coll Nat Resources & Environm, Yangling 712100, Shaanxi, Peoples R China
Northwest A&F Univ, Key Lab Soil Eros & Dryland Farming Loess Plateau, Yangling 712100, Peoples R ChinaNorthwest A&F Univ, Coll Nat Resources & Environm, Yangling 712100, Shaanxi, Peoples R China
Wei, Xiaorong
Jia, Yuhua
论文数: 0引用数: 0
h-index: 0
机构:
Shenyang Agr Univ, Coll Water Conservancy, Shenyang 110866, Peoples R ChinaNorthwest A&F Univ, Coll Nat Resources & Environm, Yangling 712100, Shaanxi, Peoples R China
Jia, Yuhua
Wang, Yunqiang
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Beijing 100101, Peoples R China
Chinese Acad Sci, Inst Earth Environm, State Key Lab Loess & Quaternary Geol, Xian 710061, Shaanxi, Peoples R ChinaNorthwest A&F Univ, Coll Nat Resources & Environm, Yangling 712100, Shaanxi, Peoples R China
Wang, Yunqiang
Jia, Xiaoxu
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Beijing 100101, Peoples R China
Chinese Acad Sci, Inst Earth Environm, State Key Lab Loess & Quaternary Geol, Xian 710061, Shaanxi, Peoples R ChinaNorthwest A&F Univ, Coll Nat Resources & Environm, Yangling 712100, Shaanxi, Peoples R China
Jia, Xiaoxu
Zhu, Yuanjun
论文数: 0引用数: 0
h-index: 0
机构:
Northwest A&F Univ, Coll Nat Resources & Environm, Yangling 712100, Shaanxi, Peoples R China
Northwest A&F Univ, Key Lab Soil Eros & Dryland Farming Loess Plateau, Yangling 712100, Peoples R ChinaNorthwest A&F Univ, Coll Nat Resources & Environm, Yangling 712100, Shaanxi, Peoples R China
Zhu, Yuanjun
Zhang, Qingyin
论文数: 0引用数: 0
h-index: 0
机构:
Northwest A&F Univ, Coll Nat Resources & Environm, Yangling 712100, Shaanxi, Peoples R China
Northwest A&F Univ, Key Lab Soil Eros & Dryland Farming Loess Plateau, Yangling 712100, Peoples R ChinaNorthwest A&F Univ, Coll Nat Resources & Environm, Yangling 712100, Shaanxi, Peoples R China
Zhang, Qingyin
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h-index:
机构:
Zhu, Xuchao
Li, Tongchuan
论文数: 0引用数: 0
h-index: 0
机构:
Northwest A&F Univ, Coll Nat Resources & Environm, Yangling 712100, Shaanxi, Peoples R China
Northwest A&F Univ, Key Lab Soil Eros & Dryland Farming Loess Plateau, Yangling 712100, Peoples R ChinaNorthwest A&F Univ, Coll Nat Resources & Environm, Yangling 712100, Shaanxi, Peoples R China
机构:
Chinese Acad Sci, Northwest Inst Ecoenvironm & Resources, Shapotou Desert Res & Expt Stn, 320 Donggang West Rd, Lanzhou 730000, Peoples R China
Univ Chinese Acad Sci, Beijing 100049, Peoples R ChinaChinese Acad Sci, Northwest Inst Ecoenvironm & Resources, Shapotou Desert Res & Expt Stn, 320 Donggang West Rd, Lanzhou 730000, Peoples R China
Xu, Bing-Xin
论文数: 引用数:
h-index:
机构:
Zhao, Yang
Shi, Ya-Fei
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Northwest Inst Ecoenvironm & Resources, Shapotou Desert Res & Expt Stn, 320 Donggang West Rd, Lanzhou 730000, Peoples R China
Univ Chinese Acad Sci, Beijing 100049, Peoples R ChinaChinese Acad Sci, Northwest Inst Ecoenvironm & Resources, Shapotou Desert Res & Expt Stn, 320 Donggang West Rd, Lanzhou 730000, Peoples R China
Shi, Ya-Fei
Huo, Jian-Qiang
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Northwest Inst Ecoenvironm & Resources, Shapotou Desert Res & Expt Stn, 320 Donggang West Rd, Lanzhou 730000, Peoples R China
Univ Chinese Acad Sci, Beijing 100049, Peoples R ChinaChinese Acad Sci, Northwest Inst Ecoenvironm & Resources, Shapotou Desert Res & Expt Stn, 320 Donggang West Rd, Lanzhou 730000, Peoples R China
Huo, Jian-Qiang
Wang, Nan
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Northwest Inst Ecoenvironm & Resources, Shapotou Desert Res & Expt Stn, 320 Donggang West Rd, Lanzhou 730000, Peoples R China
Univ Chinese Acad Sci, Beijing 100049, Peoples R ChinaChinese Acad Sci, Northwest Inst Ecoenvironm & Resources, Shapotou Desert Res & Expt Stn, 320 Donggang West Rd, Lanzhou 730000, Peoples R China
机构:
New Zealand Inst Plant & Food Res Ltd, Private Bag 4704, Christchurch 8140, New ZealandNew Zealand Inst Plant & Food Res Ltd, Private Bag 4704, Christchurch 8140, New Zealand
Hu, Wei
Chau, Henry Wai
论文数: 0引用数: 0
h-index: 0
机构:
Lincoln Univ, Dept Soil & Phys Sci, Christchurch 7647, New ZealandNew Zealand Inst Plant & Food Res Ltd, Private Bag 4704, Christchurch 8140, New Zealand
Chau, Henry Wai
Qiu, Weiwen
论文数: 0引用数: 0
h-index: 0
机构:
New Zealand Inst Plant & Food Res Ltd, Private Bag 4704, Christchurch 8140, New ZealandNew Zealand Inst Plant & Food Res Ltd, Private Bag 4704, Christchurch 8140, New Zealand
Qiu, Weiwen
Si, Bingcheng
论文数: 0引用数: 0
h-index: 0
机构:
Univ Saskatchewan, Dept Soil Sci, Saskatoon, SK S7N 5A8, Canada
Northwest A&F Univ, Coll Hydraul & Architectural Engn, Yangling 712100, Peoples R ChinaNew Zealand Inst Plant & Food Res Ltd, Private Bag 4704, Christchurch 8140, New Zealand
机构:
USDA ARS, Northwest Irrigat & Soils Res Lab, Kimberly, ID 83341 USAUSDA ARS, Northwest Irrigat & Soils Res Lab, Kimberly, ID 83341 USA
Lentz, Rodrick D.
Ippolito, Ames A.
论文数: 0引用数: 0
h-index: 0
机构:
Colorado State Univ, Soil & Crop Sci Dept, 307 Univ Ave, Ft Collins, CO 80523 USAUSDA ARS, Northwest Irrigat & Soils Res Lab, Kimberly, ID 83341 USA
Ippolito, Ames A.
Lehrsch, Gary A.
论文数: 0引用数: 0
h-index: 0
机构:
USDA ARS, Northwest Irrigat & Soils Res Lab, Kimberly, ID 83341 USAUSDA ARS, Northwest Irrigat & Soils Res Lab, Kimberly, ID 83341 USA