DOI: 10.1175/JCLI-D-17-0869.1
Scopus记录号: 2-s2.0-85052812492
论文题名: Drought monitoring of Southwestern China using insufficient GRACE data for the long-term mean reference frame under global change
作者: Zhao C. ; Huang Y. ; Li Z. ; Chen M.
刊名: Journal of Climate
ISSN: 8948755
出版年: 2018
卷: 31, 期: 17 起始页码: 6897
结束页码: 6911
语种: 英语
英文关键词: Adaptive models
; Principal components analysis
; Regression analysis
; Statistics
; Time series
Scopus关键词: Climate change
; Drought
; Principal component analysis
; Regression analysis
; Remote sensing
; Statistics
; Time series
; Time series analysis
; Adaptive models
; Drought monitoring
; Drought severity
; Global applications
; Gravity recovery and climate experiment satellites
; Human activities
; Principal components analysis
; Standardized precipitation index
; Geodetic satellites
英文摘要: Global changes, such as human activities and climate change, increase the odds of worsening drought. The Gravity Recovery and Climate Experiment (GRACE) satellite provides an opportunity to monitor drought levels by the total amount of water, instead of using a small finite set of water cycle elements or indirect indicators. The potential gap lies in the insufficient size of the GRACE record. The database does not meet the requirements of a stationary annual cycle calculated over a relatively long period as recommended by the IPCC, and the disturbance from long-term global changes is often not considered. In this work, a GRACEbased modulated water deficit (GRACE-MWD)process for drought monitoring under the modulated annual cycle (MAC) reference frame in southwest China was proposed. GRACE-MWD achieved a higher ratio of agreement with the standardized precipitation evapotranspiration index at a time scale of 3 months (SPEI03): it ranged from 0.48 to 0.84, while the GRACE-based drought severity index (GRACE-DSI) ranged from 0.48 to 0.68. Compared with remote sensing datasets widely used in drought monitoring, GRACE-MWD data are less affected by seasonality from land-cover categories, which benefit from the MAC reference frame. The ratio-of-agreement metric for the study area showed that GRACE-MWD had a time scale between 7 and 11 months in reference to SPEI and the standardized precipitation index (SPI). The stability of the MAC reference frame to GRACE-MWD was further discussed when GRACE records were extended and was more stable than that of the stationary annual cycle. GRACE-MWD meets global changes via an adaptive reference frame, which is worthy of generalizing to global applications. © 2018 American Meteorological Society. Citation statistics:
资源类型: 期刊论文
标识符: http://119.78.100.158/handle/2HF3EXSE/110709
Appears in Collections: 影响、适应和脆弱性 气候变化事实与影响
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作者单位: State Key Laboratory of Resources and Environmental Information System, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences and University of Chinese Academy of Sciences, Beijing, China
Recommended Citation:
Zhao C.,Huang Y.,Li Z.,et al. Drought monitoring of Southwestern China using insufficient GRACE data for the long-term mean reference frame under global change[J]. Journal of Climate,2018-01-01,31(17)