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
  • [1] Evaluation of near-surface soil moisture data from an AAFC monitoring network in Manitoba, Canada: Implications for L-band satellite validation
    Adams, Justin R.
    McNairn, Heather
    Berg, Aaron A.
    Champagne, Catherine
    [J]. JOURNAL OF HYDROLOGY, 2015, 521 : 582 - 592
  • [2] Evaluation of SMOS Soil Moisture Products Over Continental US Using the SCAN/SNOTEL Network
    Al Bitar, Ahmad
    Leroux, Delphine
    Kerr, Yann H.
    Merlin, Olivier
    Richaume, Philippe
    Sahoo, Alok
    Wood, Eric F.
    [J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2012, 50 (05): : 1572 - 1586
  • [3] Global-scale comparison of passive (SMOS) and active (ASCAT) satellite based microwave soil moisture retrievals with soil moisture simulations (MERRA-Land)
    Al-Yaari, A.
    Wigneron, J. -P.
    Ducharne, A.
    Kerr, Y. H.
    Wagner, W.
    De lannoy, G.
    Reichle, R.
    Al Bitar, A.
    Dorigo, W.
    Richaume, P.
    Mialon, A.
    [J]. REMOTE SENSING OF ENVIRONMENT, 2014, 152 : 614 - 626
  • [4] Global-scale evaluation of two satellite-based passive microwave soil moisture datasets (SMOS and AMSR-E) with respect to Land Data Assimilation System estimates
    Al-Yaari, A.
    Wigneron, J. -P.
    Ducharne, A.
    Kerr, Y.
    de Rosnay, P.
    de Jeu, R.
    Govind, A.
    Al Bitar, A.
    Albergel, C.
    Munoz-Sabater, J.
    Richaume, P.
    Mialon, A.
    [J]. REMOTE SENSING OF ENVIRONMENT, 2014, 149 : 181 - 195
  • [5] Evaluation of remotely sensed and modelled soil moisture products using global ground-based in situ observations
    Albergel, Clement
    de Rosnay, Patricia
    Gruhier, Claire
    Munoz-Sabater, Joaquin
    Hasenauer, Stefan
    Isaksen, Lars
    Kerr, Yann
    Wagner, Wolfgang
    [J]. REMOTE SENSING OF ENVIRONMENT, 2012, 118 : 215 - 226
  • [6] [Anonymous], 1952, Statistical Theory with Engineering Applications
  • [7] [Anonymous], 1991, Data assimilation systems
  • [8] [Anonymous], 2014, ASS REP TRANSP CHAPT
  • [9] Species-specific water use by forest tree species: From the tree to the stand
    Aranda, Ismael
    Forner, Alicia
    Cuesta, Barbara
    Valladares, Fernando
    [J]. AGRICULTURAL WATER MANAGEMENT, 2012, 114 : 67 - 77
  • [10] Soil moisture estimates from TRMM Microwave Imager observations over the Southern United States
    Bindlish, R
    Jackson, TJ
    Wood, E
    Gao, HL
    Starks, P
    Bosch, D
    Lakshmi, V
    [J]. REMOTE SENSING OF ENVIRONMENT, 2003, 85 (04) : 507 - 515