Evaluation of AMSR-E retrieval by detecting soil moisture decrease following massive dryland re-vegetation in the Loess Plateau, China

被引:74
作者
Feng, Xiaoming [1 ,2 ]
Li, Jiaxing [1 ,3 ]
Cheng, Wei [1 ,4 ]
Fu, Bojie [1 ,2 ]
Wang, Yunqiang [5 ,6 ,7 ]
Lu, Yihe [1 ,2 ]
Shao, Ming'an [7 ]
机构
[1] Chinese Acad Sci, Res Ctr Ecoenvironm Sci, State Key Lab Urban & Reg Ecol, POB 2871, Beijing 100085, Peoples R China
[2] Joint Ctr Global Change Studies, Beijing 100875, Peoples R China
[3] Univ Chinese Acad Sci, Beijing 100049, Peoples R China
[4] Univ Sci & Technol China, Sch Life Sci, Hefei 230026, Anhui, Peoples R China
[5] Chinese Acad Sci, Inst Earth Environm, State Key Lab Loess & Quaternary Geol, Xian 710061, Shaanxi, Peoples R China
[6] Chinese Acad Sci & Minist Water Resources, Inst Soil & Water Conservat, State Key Lab Soil Eros & Dryland Farming Loess P, Yangling 712100, Peoples R China
[7] Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Key Lab Ecosyst Network Observat & Modeling, Beijing 100101, Peoples R China
基金
中国国家自然科学基金;
关键词
AMSR-E; Loess Plateau; Precipitation gradient; Re-vegetation; Soil moisture; SURFACE-TEMPERATURE; HILLSLOPE SCALE; CATCHMENT SCALE; HIGH-RESOLUTION; SATELLITE DATA; WATER CONTENT; INDEX SPACE; LAND-COVER; SMOS; VALIDATION;
D O I
10.1016/j.rse.2017.05.012
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Knowledge of soil moisture, however varied in space and time, is critical for planning land use in water-limited drylands. Although satellite observations provide soil moisture instantaneously at large scale, few studies have addressed the application of satellite soil moisture retrieval in dryland areas with changing land use. In this study, we propose a method to evaluate the spatiotemporal variance of satellite retrieval based on the evaluation of soil moisture retrievals from the Advanced Microwave Scanning Radiometer on the Earth Observing System (AMSR-E). The operation period of this instrument (June 2002 to October 2011) covers the re-vegetation of the semi-arid Loess Plateau. Our study found that AMSR-E retrievals posted by the Japanese Aerospace Exploration Agency (JAXA) capture the spatiotemporal variance of soil moisture in the Loess Plateau, as well as the in-situ measured soil moisture decrease following the massive re-vegetation-despite it differing from the in-situ measurement in spatial scale. Soil moisture decrease in response to the massive re-vegetation occurred in a transition zone of grass-forest ecosystems with annual precipitation between 450 and 550 mm. Our study suggests that current AMSR-E JAXA retrievals are an essential alternative to field measurement and model simulation, because they can identify the location and spatial extent of areas where soil moisture is sensitive to climate change and managed re-vegetation. To avoid the overconsumption of soil water and limited plant growth in transition zone, managers of dryland areas should pay special attention to species selection. (C) 2017 Elsevier Inc. All rights reserved.
引用
收藏
页码:253 / 264
页数:12
相关论文
共 120 条
  • [21] Effects of landscape restoration on soil water storage and water use in the Loess Plateau Region, China
    Chen, Liding
    Wang, Jiping
    Wei, Wei
    Fu, Bojie
    Wu, Dongping
    [J]. FOREST ECOLOGY AND MANAGEMENT, 2010, 259 (07) : 1291 - 1298
  • [22] The impact of land use and land cover changes on soil moisture and hydraulic conductivity along the karst hillslopes of southwest China
    Chen, Xi
    Zhang, Zhicai
    Chen, Xunhong
    Shi, Pen
    [J]. ENVIRONMENTAL EARTH SCIENCES, 2009, 59 (04) : 811 - 820
  • [23] Evaluation of AMSR-E retrievals and GLDAS simulations against observations of a soil moisture network on the central Tibetan Plateau
    Chen, Yingying
    Yang, Kun
    Qin, Jun
    Zhao, Long
    Tang, Wenjun
    Han, Menglei
    [J]. JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2013, 118 (10) : 4466 - 4475
  • [24] Balancing green and grain trade
    Chen, Yiping
    Wang, Kaibo
    Lin, Yishan
    Shi, Weiyu
    Song, Yi
    He, Xinhua
    [J]. NATURE GEOSCIENCE, 2015, 8 (10) : 739 - 741
  • [25] First Results of SMOS Soil Moisture Validation in the Upper Danube Catchment
    dall'Amico, Johanna T.
    Schlenz, Florian
    Loew, Alexander
    Mauser, Wolfram
    [J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2012, 50 (05): : 1507 - 1516
  • [26] Surface soil moisture monitoring over Europe using Special Sensor Microwave/Imager (SSM/I) imagery
    De Ridder, K
    [J]. JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2003, 108 (D14)
  • [27] SMOSREX:: A long term field campaign experiment for soil moisture and land surface processes remote sensing
    de Rosnay, Patricia
    Calvet, Jean-Christophe
    Kerr, Yann
    Wigneron, Jean-Pierre
    Lemaitre, Francois
    Escorihuela, Maria Jose
    Sabater, J. Munoz
    Saleh, Kauzar
    Barrie, Jose L.
    Bouhours, Gilles
    Coret, Laurent
    Cherel, Guy
    Dedieu, Gerard
    Durbe, Roger
    Fntz, Nour Ed Dine
    Froissard, Francis
    Hoedjes, Joost
    Kruszewski, Alain
    Lavenu, Francois
    Suquia, David
    Waldteufel, Philippe
    [J]. REMOTE SENSING OF ENVIRONMENT, 2006, 102 (3-4) : 377 - 389
  • [28] Del Lungo A., 2006, PLANTED FORESTS TREE, P38
  • [29] Severe depletion of soil moisture following land-use changes for ecological restoration: Evidence from northern China
    Deng, Lei
    Yan, Weiming
    Zhang, Yongwang
    Shangguan, Zhouping
    [J]. FOREST ECOLOGY AND MANAGEMENT, 2016, 366 : 1 - 10
  • [30] Land-use conversion and changing soil carbon stocks in China's 'Grain-for-Green' Program: a synthesis
    Deng, Lei
    Liu, Guo-Bin
    Shangguan, Zhou-Ping
    [J]. GLOBAL CHANGE BIOLOGY, 2014, 20 (11) : 3544 - 3556