SPATIOTEMPORAL PATTERNS AND INFLUENCING FACTORS OF SOIL MOISTURE AT A GLOBAL SCALE

被引:1
|
作者
Peng, Chenchen [1 ,2 ]
Zeng, Jiangyuan [1 ]
Chen, Kun-Shan [1 ,3 ]
Ma, Hongliang [4 ]
Bi, Haiyun [5 ]
机构
[1] Chinese Acad Sci, Aerosp Informat Res Inst, Beijing 100101, Peoples R China
[2] Univ Chinese Acad Sci, Beijing 100049, Peoples R China
[3] Guilin Univ Technol, Guilin 541004, Peoples R China
[4] Avignon Univ, INRAE, EMMAH, UMR 1114,UMT CAPTE, F-84000 Avignon, France
[5] China Earthquake Adm, Inst Geol, Beijing 100029, Peoples R China
来源
IGARSS 2023 - 2023 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM | 2023年
基金
中国国家自然科学基金;
关键词
Soil moisture; Remote Sensing; Spatiotemporal trends; Influencing factors; Global scale;
D O I
10.1109/IGARSS52108.2023.10282096
中图分类号
P [天文学、地球科学];
学科分类号
07 ;
摘要
Soil moisture (SM) is influenced by changes in meteorological elements and vegetation, as well as by environmental heterogeneity. Due to the prevalence of extreme events in the past two decades, this complexity is growing in the 21st century. In this study, the global spatiotemporal trend of SM and its possible influencing factors were investigated by using the satellite-based ESA CCI SM from 2000-2021. The results reveal global SM generally declines at a rate of -1x10(-4) m(3)m(-3)yr(-1), dominated by a drying trend in the southern hemisphere. From a global perspective, the driving force of precipitation and vegetation on SM fluctuation is stronger than that of temperature. Different environmental variables ( e.g., land cover, soil texture, and terrain) have different regulatory effects on SM changes. In contrast to other types, there are general wetting trends of SM in croplands, savannas, forests, loam soils, and high elevations (> 1000 m). The response of SM to temperature and vegetation is greatly limited under barren and forests, respectively. The impact of temperature on SM is enhanced with increasing clay content or decreasing sand content. The high positive correlation between precipitation and SM is rarely influenced by environmental factors compared to temperature and vegetation.
引用
收藏
页码:3174 / 3177
页数:4
相关论文
共 50 条
  • [21] Spatiotemporal mismatch of global grain production and farmland and its influencing factors
    Chen, Wanxu
    Wang, Guanzheng
    Cai, Weina
    Che, Xinying
    Zhou, Wenhan
    Zhang, Chen
    Zeng, Jie
    RESOURCES CONSERVATION AND RECYCLING, 2023, 194
  • [22] Effect of topography on spatiotemporal patterns of soil moisture in a mountainous region of Northwest China
    Li, Ling
    Wu, Dongdong
    Wang, Tiejun
    Wang, Yunqiang
    GEODERMA REGIONAL, 2022, 28
  • [23] Diverse spatiotemporal patterns of vapor pressure deficit and soil moisture across China
    Chen, Shanshan
    Zhang, Songlin
    Wu, Shengjun
    JOURNAL OF HYDROLOGY-REGIONAL STUDIES, 2024, 52
  • [24] Spatial Heterogeneity of Soil Moisture and the Scale Variability of Its Influencing Factors: A Case Study in the Loess Plateau of China
    Feng, Qiang
    Zhao, Wenwu
    Qiu, Yang
    Zhao, Mingyue
    Zhong, Lina
    WATER, 2013, 5 (03) : 1226 - 1242
  • [25] Exploring spatiotemporal patterns and physical controls of soil moisture at various spatial scales
    Qiu, Jianxiu
    Mo, Xingguo
    Liu, Suxia
    Lin, Zhonghui
    THEORETICAL AND APPLIED CLIMATOLOGY, 2014, 118 (1-2) : 159 - 171
  • [26] Generation of soil moisture patterns at the catchment scale by EOF interpolation
    Perry, M. A.
    Niemann, J. D.
    HYDROLOGY AND EARTH SYSTEM SCIENCES, 2008, 12 (01) : 39 - 53
  • [27] The sensitivity of soil respiration to soil temperature, moisture, and carbon supply at the global scale
    Hursh, Andrew
    Ballantyne, Ashley
    Cooper, Leila
    Maneta, Marco
    Kimball, John
    Watts, Jennifer
    GLOBAL CHANGE BIOLOGY, 2017, 23 (05) : 2090 - 2103
  • [28] Estimating the uncertainties of satellite derived soil moisture at global scale
    Gibon, Francois
    Mialon, Arnaud
    Richaume, Philippe
    Rodriguez-Fernandez, Nemesio
    Aberer, Daniel
    Boresch, Alexander
    Crapolicchio, Raffaele
    Dorigo, Wouter
    Gruber, Alexander
    Himmelbauer, Irene
    Preimesberger, Wolfgang
    Sabia, Roberto
    Stradiotti, Pietro
    Tercjak, Monika
    Kerr, Yann H.
    SCIENCE OF REMOTE SENSING, 2024, 10
  • [29] Spatiotemporal Analysis of Soil Moisture and Optimal Sampling Design for Regional-Scale Soil Moisture Estimation in a Tropical Watershed of India
    Singh, Gurjeet
    Panda, Rabindra Kumar
    Mohanty, Binayak P.
    WATER RESOURCES RESEARCH, 2019, 55 (03) : 2057 - 2078
  • [30] Field scale spatiotemporal analysis of surface soil moisture for evaluating point-scale in situ networks
    Heathman, Gary C.
    Cosh, Michael H.
    Han, Eunjin
    Jackson, Thomas J.
    McKee, Lynn
    McAfee, Scott
    GEODERMA, 2012, 170 : 195 - 205