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Volumn 7, Issue 1, 2015, Pages 1021-1047

GRACE gravity satellite observations of terrestrial water storage changes for drought characterization in the arid land of northwestern China

Author keywords

Arid region; Drought; GRACE gravity satellite; Terrestrial water storage; TSDI

Indexed keywords

AGRICULTURE; ARID REGIONS; DIGITAL STORAGE; GEODETIC SATELLITES; SATELLITES;

EID: 84979996649     PISSN: None     EISSN: 20724292     Source Type: Journal    
DOI: 10.3390/rs70101021     Document Type: Article
Times cited : (104)

References (54)
  • 1
    • 32144458890 scopus 로고    scopus 로고
    • Differences in spatial patterns of drought on different time scales: An analysis of the Iberian Peninsula
    • Vicente-Serrano, S.M. Differences in spatial patterns of drought on different time scales: An analysis of the Iberian Peninsula. Water Resour. Manag. 2006, 20, 37-60.
    • (2006) Water Resour. Manag. , vol.20 , pp. 37-60
    • Vicente-Serrano, S.M.1
  • 2
    • 77956191461 scopus 로고    scopus 로고
    • A review of drought concepts
    • Mishra, A.K., Singh, V.P. A review of drought concepts. J. Hydrol. 2010, 391, 202-216.
    • (2010) J. Hydrol. , vol.391 , pp. 202-216
    • Mishra, A.K.1    Singh, V.P.2
  • 4
    • 84979974727 scopus 로고    scopus 로고
    • Drought disasters.
    • China Water Power Press: Beijing, China
    • Ministry of Water Resources (MWR). Drought disasters. In Bulletin of Flood and Drought Disasters in China 2010; China Water Power Press: Beijing, China, 2010; pp. 1-43.
    • (2010) Bulletin of Flood and Drought Disasters in China 2010 , pp. 1-43
  • 5
    • 84980028798 scopus 로고    scopus 로고
    • National accounts.
    • China Statistical Press: Beijing, China
    • Ministry of Civil Affairs (MCA). National accounts. In China Civil Affairs Statistical Yearbook 2010; China Statistical Press: Beijing, China, 2010; pp. 1-48.
    • (2010) China Civil Affairs Statistical Yearbook 2010 , pp. 1-48
  • 6
    • 0034484759 scopus 로고    scopus 로고
    • Global change and climate-vegetation classification
    • Zhou, G.S., Wang, Y.H. Global change and climate-vegetation classification. Chin. Sci. Bull. 2000, 45, 577-585.
    • (2000) Chin. Sci. Bull. , vol.45 , pp. 577-585
    • Zhou, G.S.1    Wang, Y.H.2
  • 7
    • 84878623116 scopus 로고    scopus 로고
    • Spatial distribution and temporal trends of mean precipitation and extremes in the arid region, northwest of China, during 1960-2010
    • Wang, H.J., Chen, Y.N., Chen, Z.S. Spatial distribution and temporal trends of mean precipitation and extremes in the arid region, northwest of China, during 1960-2010. Hydrol. Process. 2013, 27, 1807-1818.
    • (2013) Hydrol. Process. , vol.27 , pp. 1807-1818
    • Wang, H.J.1    Chen, Y.N.2    Chen, Z.S.3
  • 8
    • 84896690389 scopus 로고    scopus 로고
    • Are droughts becoming more frequent or severe in China based on the standardized precipitation evapotranspiration index: 1951-2010? Int
    • Yu, M.X., Li, Q.F., Hayes, M.J., Svoboda, M.D., Heim, R.R. Are droughts becoming more frequent or severe in China based on the standardized precipitation evapotranspiration index: 1951-2010? Int. J. Climatol. 2014, 34, 545-558.
    • (2014) J. Climatol. , vol.34 , pp. 545-558
    • Yu, M.X.1    Li, Q.F.2    Hayes, M.J.3    Svoboda, M.D.4    Heim, R.R.5
  • 9
    • 61749097634 scopus 로고    scopus 로고
    • Spatial and temporal pattern of precipitation and drought in Gansu Province, Northwest China
    • Zhai, L.X., Feng, Q. Spatial and temporal pattern of precipitation and drought in Gansu Province, Northwest China. Nat. Hazards 2009, 49, 1-24.
    • (2009) Nat. Hazards , vol.49 , pp. 1-24
    • Zhai, L.X.1    Feng, Q.2
  • 10
    • 84875595745 scopus 로고    scopus 로고
    • Monitoring meteorological drought in semiarid regions using multi-sensor microwave remote sensing data
    • Zhang, A.Z., Jia, G.S. Monitoring meteorological drought in semiarid regions using multi-sensor microwave remote sensing data. Remote Sens. Environ. 2013, 134, 12-23.
    • (2013) Remote Sens. Environ. , vol.134 , pp. 12-23
    • Zhang, A.Z.1    Jia, G.S.2
  • 11
    • 67650485796 scopus 로고    scopus 로고
    • Evaluation of groundwater storage monitoring with the GRACE satellite: Case study of the High Plains aquifer, central United States
    • Strassberg, G., Scanlon, B.R., Chambers, D. Evaluation of groundwater storage monitoring with the GRACE satellite: Case study of the High Plains aquifer, central United States. Water Resour. Res. 2009, 45, W05410.
    • (2009) Water Resour. Res. , vol.45 , pp. W05410
    • Strassberg, G.1    Scanlon, B.R.2    Chambers, D.3
  • 12
    • 46549089592 scopus 로고    scopus 로고
    • GRACE satellite observations of terrestrial moisture changes for drought characterization in the Canadian Prairie
    • Yirdaw, S.Z., Snelgrove, K.R., Agboma, C.O. GRACE satellite observations of terrestrial moisture changes for drought characterization in the Canadian Prairie. J. Hydrol. 2008, 356, 84-92.
    • (2008) J. Hydrol. , vol.356 , pp. 84-92
    • Yirdaw, S.Z.1    Snelgrove, K.R.2    Agboma, C.O.3
  • 13
    • 67649886486 scopus 로고    scopus 로고
    • Basin-scale, integrated observations of the early 21st century multiyear drought in southeast Australia
    • Leblanc, M.J., Tregoning, P., Ramillien, G., Tweed, S.O., Fakes, A. Basin-scale, integrated observations of the early 21st century multiyear drought in southeast Australia. Water Resour. Res. 2009, 45, W04408.
    • (2009) Water Resour. Res. , vol.45 , pp. W04408
    • Leblanc, M.J.1    Tregoning, P.2    Ramillien, G.3    Tweed, S.O.4    Fakes, A.5
  • 14
    • 67651097699 scopus 로고    scopus 로고
    • 2005 drought event in the Amazon River basin as measured by GRACE and estimated by climate models
    • Chen, J.L., Wilson, C.R., Tapley, B.D., Yang, Z.L., Niu, G.Y. 2005 drought event in the Amazon River basin as measured by GRACE and estimated by climate models. J. Geophys. Res. 2009, 114, B05404.
    • (2009) J. Geophys. Res. , vol.114 , pp. B05404
    • Chen, J.L.1    Wilson, C.R.2    Tapley, B.D.3    Yang, Z.L.4    Niu, G.Y.5
  • 15
    • 84980050145 scopus 로고    scopus 로고
    • Research background.
    • Science Press: Beijing, China
    • Chen, X. Research background. In Physical Geography of Arid Land in China; Science Press: Beijing, China, 2010; pp. 1-801.
    • (2010) Physical Geography of Arid Land in China , pp. 1-801
    • Chen, X.1
  • 16
    • 84979997739 scopus 로고    scopus 로고
    • CSR Level-2, Insights into the Earth system mass variability from CSR-RL05 GRACE gravity fields.
    • EGU2012-6409; Geophysical Research Abstracts: Vienna, Austria
    • Bettadpur, S. CSR Level-2, Insights into the Earth system mass variability from CSR-RL05 GRACE gravity fields. In EGU General Assembly 2012; EGU2012-6409; Geophysical Research Abstracts: Vienna, Austria, 2012; Volume 14.
    • (2012) EGU General Assembly 2012 , vol.14
    • Bettadpur, S.1
  • 17
    • 55949114759 scopus 로고    scopus 로고
    • Estimating geocenter variations from a combination of GRACE and ocean model output
    • Swenson, S., Chambers, D., Wahr, J. Estimating geocenter variations from a combination of GRACE and ocean model output. J. Geophys. Res. 2008, 113, B08410.
    • (2008) J. Geophys. Res. , vol.113 , pp. B08410
    • Swenson, S.1    Chambers, D.2    Wahr, J.3
  • 18
    • 33745475363 scopus 로고    scopus 로고
    • Post-processing removal of correlated errors in GRACE data
    • Swenson, S., Wahr, J. Post-processing removal of correlated errors in GRACE data. Geophys. Res. Lett. 2006, 33, L08402.
    • (2006) Geophys. Res. Lett. , vol.33 , pp. L08402
    • Swenson, S.1    Wahr, J.2
  • 19
    • 71949121973 scopus 로고    scopus 로고
    • An effective filtering for GRACE time-variable gravity: Fan filter
    • Zhang, Z.Z., Chao, B.F., Lu, Y., Hsu, H.T. An effective filtering for GRACE time-variable gravity: Fan filter. Geophys. Res. Lett. 2009, 36, L17311.
    • (2009) Geophys. Res. Lett. , vol.36 , pp. L17311
    • Zhang, Z.Z.1    Chao, B.F.2    Lu, Y.3    Hsu, H.T.4
  • 20
    • 35348853763 scopus 로고    scopus 로고
    • Inference of mantle viscosity from GRACE and relative sea level data
    • Paulson, A., Zhong, S.J., Wahr, J. Inference of mantle viscosity from GRACE and relative sea level data. Geophys. J. Int. 2007, 171, 497-508.
    • (2007) Geophys. J. Int. , vol.171 , pp. 497-508
    • Paulson, A.1    Zhong, S.J.2    Wahr, J.3
  • 22
    • 33846689330 scopus 로고    scopus 로고
    • Estimating groundwater storage changes in the Mississippi River basin (USA) using GRACE
    • Rodell, M., Chen, J., Kato, H., Famiglietti, J.S., Nigro, J., Wilson, C.R. Estimating groundwater storage changes in the Mississippi River basin (USA) using GRACE. Hydrogeol. J. 2007, 15, 159-166.
    • (2007) Hydrogeol. J. , vol.15 , pp. 159-166
    • Rodell, M.1    Chen, J.2    Kato, H.3    Famiglietti, J.S.4    Nigro, J.5    Wilson, C.R.6
  • 24
    • 84876693643 scopus 로고    scopus 로고
    • Evaluation of groundwater depletion in North China using the Gravity Recovery and Climate Experiment (GRACE) data and ground-based measurements
    • Feng, W., Zhong, M., Lemoine, J.M., Biancale, R., Hsu, H.T., Xia, J. Evaluation of groundwater depletion in North China using the Gravity Recovery and Climate Experiment (GRACE) data and ground-based measurements. Water Resour. Res. 2013, 49, 2110-2118.
    • (2013) Water Resour. Res. , vol.49 , pp. 2110-2118
    • Feng, W.1    Zhong, M.2    Lemoine, J.M.3    Biancale, R.4    Hsu, H.T.5    Xia, J.6
  • 25
    • 33747836230 scopus 로고    scopus 로고
    • An approach for spherical harmonic analysis of non-smooth data
    • Wang, H.S., Wu, P., Wang, Z.Y. An approach for spherical harmonic analysis of non-smooth data. Comput. Geosci. 2006, 32, 1654-1668.
    • (2006) Comput. Geosci. , vol.32 , pp. 1654-1668
    • Wang, H.S.1    Wu, P.2    Wang, Z.Y.3
  • 26
    • 33646539843 scopus 로고    scopus 로고
    • A meteorological distribution system for high-resolution terrestrial modeling (MicroMet)
    • Liston, G.E., Elder, K. A meteorological distribution system for high-resolution terrestrial modeling (MicroMet). J. Hydrometeorol. 2006, 7, 217-234.
    • (2006) J. Hydrometeorol. , vol.7 , pp. 217-234
    • Liston, G.E.1    Elder, K.2
  • 27
    • 0006302334 scopus 로고
    • Simple procedures for extrapolation of humidity variables in the mountainous western United States
    • Kunkel, K.E. Simple procedures for extrapolation of humidity variables in the mountainous western United States. J. Clim. 1989, 2, 656-669.
    • (1989) J. Clim. , vol.2 , pp. 656-669
    • Kunkel, K.E.1
  • 29
    • 79960107077 scopus 로고    scopus 로고
    • Characteristics and trends in various forms of the Palmer Drought Severity Index during 1900-2008
    • Dai, A.G. Characteristics and trends in various forms of the Palmer Drought Severity Index during 1900-2008. J. Geophys. Res. 2011, 116, D12115.
    • (2011) J. Geophys. Res. , vol.116 , pp. D12115
    • Dai, A.G.1
  • 30
    • 28844487913 scopus 로고    scopus 로고
    • Development and evaluation of soil moisture deficit index (SMDI) and evapotranspiration deficit index (ETDI) for agricultural drought monitoring
    • Narasimhan, B., Srinivasan, R. Development and evaluation of soil moisture deficit index (SMDI) and evapotranspiration deficit index (ETDI) for agricultural drought monitoring. Agric. For. Meteorol. 2005, 133, 69-88.
    • (2005) Agric. For. Meteorol. , vol.133 , pp. 69-88
    • Narasimhan, B.1    Srinivasan, R.2
  • 31
    • 0001895140 scopus 로고
    • The relationship of drought frequency and duration to time scales.
    • Anaheim, CA, USA, 17-22 January 1993; American Meteorological Society: Boston, MA, USA
    • McKee, T.B., Doesken, N.J., Kleist, J. The relationship of drought frequency and duration to time scales. In Proceedings of the 8th Conference on Applied Climatology, Anaheim, CA, USA, 17-22 January 1993; American Meteorological Society: Boston, MA, USA, 1993; pp. 179-183.
    • (1993) Proceedings of the 8th Conference on Applied Climatology , pp. 179-183
    • McKee, T.B.1    Doesken, N.J.2    Kleist, J.3
  • 32
    • 0027628297 scopus 로고
    • Revised surface-water supply index for western United States
    • Garen, D.C. Revised surface-water supply index for western United States. J. Water Resour. Plan. Manag. 1993, 119, 437-454.
    • (1993) J. Water Resour. Plan. Manag. , vol.119 , pp. 437-454
    • Garen, D.C.1
  • 33
    • 84966579273 scopus 로고
    • Meteorological Drought
    • Washington, DC, USA
    • Palmer, W.C. Meteorological Drought; US Department of Commerce, Weather Bureau: Washington, DC, USA, 1965.
    • (1965)
    • Palmer, W.C.1
  • 34
    • 84914118064 scopus 로고    scopus 로고
    • Spatiotemporal variations of reference evapotranspiration in recent five decades in the arid land of Northwestern China
    • Zheng, C.L., Wang, Q. Spatiotemporal variations of reference evapotranspiration in recent five decades in the arid land of Northwestern China. Hydrol. Process. 2014, 28, 6124-6134.
    • (2014) Hydrol. Process. , vol.28 , pp. 6124-6134
    • Zheng, C.L.1    Wang, Q.2
  • 35
    • 84860740614 scopus 로고    scopus 로고
    • Causes of recurring drought patterns in Xinjiang, China
    • Mahmood, R., Li, S.L., Khan, B. Causes of recurring drought patterns in Xinjiang, China. J. Arid Land 2010, 2, 279-285.
    • (2010) J. Arid Land , vol.2 , pp. 279-285
    • Mahmood, R.1    Li, S.L.2    Khan, B.3
  • 36
    • 77954178118 scopus 로고    scopus 로고
    • A severe drought event in northern China in winter 2008-2009 and the possible influences of La Niña and Tibetan Plateau
    • Gao, H., Yang, S. A severe drought event in northern China in winter 2008-2009 and the possible influences of La Niña and Tibetan Plateau. J. Geophys. Res. 2009, 114, D24104.
    • (2009) J. Geophys. Res. , vol.114 , pp. D24104
    • Gao, H.1    Yang, S.2
  • 37
    • 84895855681 scopus 로고    scopus 로고
    • Ensemble prediction and intercomparison analysis of GRACE time-variable gravity field models
    • Sakumura, C., Bettadpur, S., Bruinsma, S. Ensemble prediction and intercomparison analysis of GRACE time-variable gravity field models. Geophys. Res. Lett. 2014, 41, 1389-1397.
    • (2014) Geophys. Res. Lett. , vol.41 , pp. 1389-1397
    • Sakumura, C.1    Bettadpur, S.2    Bruinsma, S.3
  • 39
    • 84860615114 scopus 로고    scopus 로고
    • Accuracy of scaled GRACE terrestrial water storage estimates
    • Landerer, F.W., Swenson, S.C. Accuracy of scaled GRACE terrestrial water storage estimates. Water Resour. Res. 2012, 48, W04531.
    • (2012) Water Resour. Res. , vol.48 , pp. W04531
    • Landerer, F.W.1    Swenson, S.C.2
  • 40
    • 84980005334 scopus 로고    scopus 로고
    • Ministry of Environmental Protection of the People's Republic of China. Available online: http://jcs.mep.gov.cn/hjzl/zkgb/2008zkgb/200906/t20090609_152543.htm (accessed on 12 January 2015).
  • 42
    • 84979974686 scopus 로고    scopus 로고
    • Drought characteristics and countermeasures in the northern region of Xinjiang Tacheng in 2008
    • Tang, S.Z. Drought characteristics and countermeasures in the northern region of Xinjiang Tacheng in 2008. China Flood Drought Manag. 2010, 20, 71-74.
    • (2010) China Flood Drought Manag. , vol.20 , pp. 71-74
    • Tang, S.Z.1
  • 43
    • 84980046962 scopus 로고    scopus 로고
    • Drought disasters.
    • China Water Power Press: Beijing, China, 2008
    • Ministry of Water Resources (MWR). Drought disasters. In Bulletin of Flood and Drought Disasters in China 2008; China Water Power Press: Beijing, China, 2008; pp. 1-48.
    • (2008) Bulletin of Flood and Drought Disasters in China , pp. 1-48
  • 44
    • 84979971517 scopus 로고    scopus 로고
    • Drought disasters.
    • China Water Power Press: Beijing, China
    • Ministry of Water Resources (MWR). Drought disasters. Bulletin of Flood and Drought Disasters in China 2009; China Water Power Press: Beijing, China, 2009; pp. 1-47.
    • (2009) Bulletin of Flood and Drought Disasters in China 2009 , pp. 1-47
  • 45
    • 47049097486 scopus 로고    scopus 로고
    • Toward long-lead operational forecasts of drought: An experimental study in the Murray-Darling River basin
    • Barros, A.P., Bowden, G.J. Toward long-lead operational forecasts of drought: An experimental study in the Murray-Darling River basin. J. Hydrol. 2008, 357, 349-367.
    • (2008) J. Hydrol. , vol.357 , pp. 349-367
    • Barros, A.P.1    Bowden, G.J.2
  • 46
    • 84979971517 scopus 로고    scopus 로고
    • Drought disasters.
    • China Water Power Press: Beijing, China
    • Ministry of Water Resources (MWR). Drought disasters. Bulletin of Flood and Drought Disasters in China 2011; China Water Power Press: Beijing, China, 2011; pp. 1-47.
    • (2011) Bulletin of Flood and Drought Disasters in China 2011 , pp. 1-47
  • 47
    • 18344406807 scopus 로고    scopus 로고
    • Response of monsoonal temperate glaciers to global warming since the Little Ice Age
    • Su, Z., Shi, Y.F. Response of monsoonal temperate glaciers to global warming since the Little Ice Age. Quat. Int. 2002, 97-98, 123-131.
    • (2002) Quat. Int. , vol.97-98 , pp. 123-131
    • Su, Z.1    Shi, Y.F.2
  • 48
    • 74149093167 scopus 로고    scopus 로고
    • Time-variable ice loss in Asian high mountains from satellite gravimetry
    • Matsuo, K., Heki, K. Time-variable ice loss in Asian high mountains from satellite gravimetry. Earth Planet. Sci. Lett. 2010, 290, 30-36.
    • (2010) Earth Planet. Sci. Lett. , vol.290 , pp. 30-36
    • Matsuo, K.1    Heki, K.2
  • 49
    • 84879092767 scopus 로고    scopus 로고
    • Runoff responses to climate change in arid region of northwestern China during 1960-2010
    • Wang, H.J., Chen, Y.N., Li, W., Deng, H. Runoff responses to climate change in arid region of northwestern China during 1960-2010. Chin. Geogr. Sci. 2013, 23, 286-300.
    • (2013) Chin. Geogr. Sci. , vol.23 , pp. 286-300
    • Wang, H.J.1    Chen, Y.N.2    Li, W.3    Deng, H.4
  • 50
    • 67650333312 scopus 로고    scopus 로고
    • Shift trend and step changes for runoff time series in the Shiyang River basin, Northwest China
    • Li, Z.L., Xu, Z.X., Li, J.Y., Li, Z.J. Shift trend and step changes for runoff time series in the Shiyang River basin, Northwest China. Hydrol. Process. 2008, 22, 4639-4646.
    • (2008) Hydrol. Process. , vol.22 , pp. 4639-4646
    • Li, Z.L.1    Xu, Z.X.2    Li, J.Y.3    Li, Z.J.4
  • 51
    • 84878940540 scopus 로고    scopus 로고
    • Water in the balance
    • Famiglietti, J.S., Rodell, M. Water in the balance. Science 2013, 340, 1300-1301.
    • (2013) Science , vol.340 , pp. 1300-1301
    • Famiglietti, J.S.1    Rodell, M.2
  • 52
    • 84909590606 scopus 로고    scopus 로고
    • Drought and flood monitoring for a large karst plateau in Southwest China using extended GRACE data
    • Long, D., Shen, Y.J., Sun, A., Hong, Y., Longuevergne, L., Yang, Y.T., Li, B., Chen, L. Drought and flood monitoring for a large karst plateau in Southwest China using extended GRACE data. Remote Sens. Environ. 2014, 155, 145-160.
    • (2014) Remote Sens. Environ. , vol.155 , pp. 145-160
    • Long, D.1    Shen, Y.J.2    Sun, A.3    Hong, Y.4    Longuevergne, L.5    Yang, Y.T.6    Li, B.7    Chen, L.8
  • 53
    • 84886722443 scopus 로고    scopus 로고
    • Predicting groundwater level changes using GRACE data
    • Sun, A.Y. Predicting groundwater level changes using GRACE data. Water Resour. Res. 2013, 49, 5900-5912.
    • (2013) Water Resour. Res. , vol.49 , pp. 5900-5912
    • Sun, A.Y.1
  • 54
    • 84901999794 scopus 로고    scopus 로고
    • Statistical prediction of terrestrial water storage changes in the Amazon basin using tropical Pacific and North Atlantic sea surface temperature anomalies
    • De Linage, C., Famiglietti, J.S., Randerson, J.T. Statistical prediction of terrestrial water storage changes in the Amazon basin using tropical Pacific and North Atlantic sea surface temperature anomalies. Hydrol. Earth Syst. Sci. 2014, 18, 2089-2102.
    • (2014) Hydrol. Earth Syst. Sci. , vol.18 , pp. 2089-2102
    • De Linage, C.1    Famiglietti, J.S.2    Randerson, J.T.3


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