Spatial and temporal characteristics of surface soil moisture in a disturbed coal mining area of Chinese Loess Plateau

被引:3
|
作者
Cao, Yi [1 ]
Zhu, Hongfen [1 ]
Bi, Rutian [1 ]
Jin, Yaodong [1 ]
机构
[1] Shanxi Agr Univ, Coll Resource & Environm, Jinzhong, Shanxi, Peoples R China
来源
PLOS ONE | 2022年 / 17卷 / 05期
关键词
EOF ANALYSIS; SATELLITE; RADAR; SAR; VARIABILITY; PATTERNS; SCALE; SIMULATIONS; RETRIEVAL; MODEL;
D O I
10.1371/journal.pone.0265837
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Soil water content is an important variable in hydrology and many related disciplines. It affects runoff from precipitation, groundwater recharge, and evapotranspiration. This research used the coal mining area of the Changhe River Basin in the Loess Plateau as a study and using SAR (Synthetic Aperture Radar) data, the surface soil water in 24 days (From Jan 25, 2018 to Dec 10, 2019) was estimated using a radar signal change detection algorithm. The temporal and spatial variation characteristics of surface soil water inside and outside the disturbed area were compared and analyzed. An empirical orthogonal function (EOF) analysis method was used to analyze the potential temporal and spatial variation of surface soil water, and to detect the regional soil water variation under coal mining disturbances to better understand the different potential modes of spatial variation of soil water in the unobserved time. The results showed that the average surface soil water content in the study area changed with season, showing a dry-wet-dry variation. Moreover, it was significantly affected by precipitation factors, and its response to precipitation had a hysteresis effect. From the perspective of spatial variation, the influence of coal mining disturbance on surface soil moisture was not obvious. From the perspective of time series change, moving from wet to dry conditions, the soil in the disturbed area dried faster than the soil in the undisturbed area after soil wetted. When moving from drying to wetting, the soil in the disturbed area was quickly wetted. The EOF analysis showed that most observed spatial variability of soil moisture was stable in time. The study was conducted in a disturbed area and an undisturbed area for single EOF analysis, and the results showed that the EOF mode of the disturbed area was closer to that of the whole study area. By comparing the two subregions and the entire study area, it was found that the changes of correlation values were related to soil texture, bulk density, altitude and slope, indicating that the soil texture of the two subregions may be different at different elevations, and may also be related to the change of the original soil structure in the disturbed area. Overall, the EOF mode of the disturbed area determined the EOF mode of the entire study area.
引用
收藏
页数:22
相关论文
共 50 条
  • [41] Spatial-temporal evolution of soil erosion in a typical watershed of the Loess Plateau
    Shi, Xuejin
    Zhang, Biao
    Guo, Jialong
    Feng, Hao
    Wu, Shufang
    Dili Xuebao/Acta Geographica Sinica, 2024, 79 (07): : 1787 - 1803
  • [42] Soil moisture mapping over the Chinese Loess Plateau using ENVISAT/ASAR data
    Zhang, Tangtang
    Wen, Jun
    Su, Zhongbo
    van der Velde, Rogier
    Timmermans, Joris
    Liu, Rong
    Liu, Yuanyong
    Li, Zhenchao
    ADVANCES IN SPACE RESEARCH, 2009, 43 (07) : 1111 - 1117
  • [43] Spatial pattern and heterogeneity of soil moisture along a transect in a small catchment on the Loess Plateau
    Yang, Yang
    Dou, Yanxing
    Liu, Dong
    An, Shaoshan
    JOURNAL OF HYDROLOGY, 2017, 550 : 466 - 477
  • [44] Changes of solute transport characteristics in soil profile after mining at an opencast coal mine site on the Loess Plateau, China
    Zhen, Qing
    Zheng, Jiyong
    Zhang, Xingchang
    Shao, Ming'an
    SCIENCE OF THE TOTAL ENVIRONMENT, 2019, 665 : 142 - 152
  • [45] Spatial distribution characteristics and influencing factors of shallow and deep soil moisture under ecological restoration in the loess plateau, China
    Wen, Yongfu
    Li, Mengzhen
    Xu, Ruirui
    Qiu, Dexun
    Gao, Peng
    Mu, Xingmin
    HYDROLOGICAL PROCESSES, 2024, 38 (03)
  • [46] Impacts of Re-Vegetation on Surface Soil Moisture over the Chinese Loess Plateau Based on Remote Sensing Datasets
    Jiao, Qiao
    Li, Rui
    Wang, Fei
    Mu, Xingmin
    Li, Pengfei
    An, Chunchun
    REMOTE SENSING, 2016, 8 (02)
  • [47] Soil moisture retrieval in mining-disturbed areas with temporal high resolution SAR
    Ma, Wei
    Liu, Weiwei
    Ma, Chao
    INTERNATIONAL CONFERENCE ON ENERGY ENGINEERING AND ENVIRONMENTAL PROTECTION (EEEP2017), 2018, 121
  • [48] Impacts of Ground Fissures on Soil Properties in an Underground Mining Area on the Loess Plateau, China
    Mi, Jiaxin
    Yang, Yongjun
    Hou, Huping
    Zhang, Shaoliang
    Ding, Zhongyi
    Hua, Yifei
    LAND, 2022, 11 (02)
  • [49] Spatial Distribution and Variation Characteristics of Saturated Hydrologic Conductivity on the Chinese Loess Plateau
    Yang, Y.
    Yan, H. K.
    Tao, W. H.
    Su, L. J.
    EURASIAN SOIL SCIENCE, 2024, 57 (07) : 1194 - 1203
  • [50] Spatial-Temporal Characteristics and Driving Factors of Surface Water Quality in the Jing River Basin of the Loess Plateau
    Zhang, Bowen
    Li, Jing
    Yuan, Bo
    Li, Meng
    Zhang, Junqi
    Guo, Mengjing
    Liu, Zhuannian
    WATER, 2024, 16 (22)