Drought and flood monitoring for a large karst plateau in Southwest China using extended GRACE data

Remote Sensing of Environment

Volumn 155, Issue , 2014, Pages 145-160

  Long, Di ^a,c   Shen, Yanjun ^b   Sun, Alexander ^c   Hong, Yang ^a,d   Longuevergne, Laurent ^e   Yang, Yuting ^f,g   Li, Bin ^b   Chen, Lu ^h  

^a TSINGHUA UNIVERSITY   (China)

^b INSTITUTE OF GEOLOGY AND GEOPHYSICS   (China)

^c UNIVERSITY OF TEXAS AT AUSTIN   (United States)

^d UNIVERSITY OF OKLAHOMA   (United States)

^e UNIVERSITÉ DE RENNES 1   (France)

^f NATIONAL CENTRE FOR GROUNDWATER RESEARCH AND TRAINING   (Australia)

^g FLINDERS UNIVERSITY   (Australia)

^h HUAZHONG UNIVERSITY OF SCIENCE AND TECHNOLOGY   (China)

Author keywords

Drought; Flood; GRACE; Monitoring; Southwest China

Indexed keywords

CLIMATE MODELS; DIGITAL STORAGE; DROUGHT; FLOODS; MONITORING; RIVERS; WATER MANAGEMENT;

ARTIFICIAL NEURAL NETWORK MODELS; CLIMATE EXTREMES; FLOOD MONITORING; GRACE; GRAVITY RECOVERY AND CLIMATE EXPERIMENT SATELLITES; HYDROLOGICAL CYCLES; SOUTHWEST CHINA; WATERRESOURCE MANAGEMENT;

GEODETIC SATELLITES;

DROUGHT STRESS; ENVIRONMENTAL MONITORING; FLOODING; GRACE; HAZARD ASSESSMENT; HYDROLOGICAL CYCLE; KARST; NUMERICAL MODEL; SATELLITE DATA; WATER MANAGEMENT; WATER RESOURCE;

MEKONG DELTA; VIET NAM;

EID: 84909590606     PISSN: 00344257     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.rse.2014.08.006     Document Type: Article

References (40)

1. Becker M., Meyssignac B., Xavier L., Cazenave A., Alkama R., Decharme B. Past terrestrial water storage (1980-2008) in the Amazon Basin reconstructed from GRACE and in situ river gauging data. Hydrology and Earth System Sciences 2011, 15(2):533-546.
2. Berry M.J., Linoff G.S. Data mining techniques: For marketing, sales, and customer relationship management 2004, Wiley Computer Publishing.
3. Bishop C.M. Pattern recognition and machine learning 2006, Springer, New York.
4. Chen J.L., Wilson C.R., Tapley B.D. The 2009 exceptional Amazon flood and interannual terrestrial water storage change observed by GRACE. Water Resources Research 2010, 46.
5. Dai A., Trenberth K.E., Qian T.T. A global dataset of Palmer Drought Severity Index for 1870-2002: Relationship with soil moisture and effects of surface warming. Journal of Hydrometeorology 2004, 5(6):1117-1130.
6. de Linage C., Famiglietti J.S., Randerson J.T. Forecasting terrestrial water storage changes in the Amazon Basin using Atlantic and Pacific sea surface temperatures. Hydrology and Earth System Sciences Discussions 2013, 10(10):12453-12483.
7. Department of Water Resources of Yunnan Province 2008 bulletin of water resources in Yunnan Province, Kunming, Yunnan, China 2009.
8. Department of Water Resources of Yunnan Province 2010 bulletin of water resources in Yunnan Province, Kunming, Yunnan, China 2011.
9. Famiglietti J.S., Rodell M. Water in the balance. Science 2013, 340(6138):1300-1301.
10. Famiglietti J.S., et al. Satellites measure recent rates of groundwater depletion in California's Central Valley. Geophysical Research Letters 2011, 38(3):L03403.
11. Grumbine R.E., Xu J. Mekong hydropower development. Science 2011, 332(6026):178-179.
12. Guo F., Jiang G. Problems of flood and drought in a typical peak cluster depression karst area (SW China). Environmental earth sciences 2010, 107-113. Springer, Berlin Heidelberg. B. Andreo, F. Carrasco, J.J. Durán, J.W. LaMoreaux (Eds.).
13. Guo F., Jiang G.H., Yuan D.X., Polk J.S. Evolution of major environmental geological problems in karst areas of Southwestern China. Environmental Earth Sciences 2013, 69(7):2427-2435.
14. Haykin S.S. Neural networks and learning machines 2009, Prentice Hall, New York, (906 pp.).
15. House-Peters L.A., Chang H. Urban water demand modeling: Review of concepts, methods, and organizing principles. Water Resources Research 2011, 47.
16. Hsu K.L., Gupta H.V., Sorooshian S. Artificial neural-network modeling of the rainfall-runoff process. Water Resources Research 1995, 31(10):2517-2530.
17. Huffman G.J., et al. The TRMM multisatellite precipitation analysis (TMPA): Quasi-global, multiyear, combined-sensor precipitation estimates at fine scales. Journal of Hydrometeorology 2007, 8(1):38-55.
18. Jiang X.W., Li Y.Q. The spatio-temporal variation of winter climate anomalies in Southwestern China and the possible influencing factors. Acta Geographica Sinica 2010, 65(11).
19. Landerer F.W., Swenson S.C. Accuracy of scaled GRACE terrestrial water storage estimates. Water Resources Research 2012, 48(4):W04531.
20. 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 Resources Research 2009, 45.
21. Li Z.X., et al. Changes of daily climate extremes in southwestern China during 1961-2008. Global and Planetary Change 2012, 80-81:255-272.
22. Liang X., Lettenmaier D.P., Wood E.F., Burges S.J. A simple hydrologically based model of land-surface water and energy fluxes for general-circulation models. Journal of Geophysical Research-Atmospheres 1994, 99(D7):14415-14428.
23. Long D., Longuevergne L., Scanlon B.R. Uncertainty in evapotranspiration from land surface modeling, remote sensing, and GRACE satellites. Water Resources Research 2014, 50(2):1131-1151.
24. Long D., Scanlon B.R., Longuevergne L., Sun A.-Y., Fernando D.N., Save H. GRACE satellite monitoring of large depletion in water storage in response to the 2011 drought in Texas. Geophysical Research Letters 2013, 40(13):3395-3401.
25. Longuevergne L., Scanlon B.R., Wilson C.R. GRACE hydrological estimates for small basins: Evaluating processing approaches on the High Plains Aquifer, USA. Water Resources Research 2010, 46.
26. Meng L., Long D., Quiring S.M., Shen Y. Statistical analysis of the relationship between spring soil moisture and summer precipitation in East China. International Journal of Climatology 2014, 34(5):1511-1523.
27. Mu Q.Z., Zhao M.S., Running S.W. Improvements to a MODIS global terrestrial evapotranspiration algorithm. Remote Sensing of Environment 2011, 115(8):1781-1800.
28. Pan M., Sahoo A.K., Troy T.J., Vinukollu R.K., Sheffield J., Wood E.F. Multisource estimation of long-term terrestrial water budget for major global river basins. Journal of Climate 2012, 25(9):3191-3206.
29. Qiu J. China drought highlights future climate threats. Nature 2010, 465(7295):142-143.
30. Reager J.T., Famiglietti J.S. Global terrestrial water storage capacity and flood potential using GRACE. Geophysical Research Letters 2009, 36.
31. Rodell M., et al. The Global Land Data Assimilation System. Bulletin of the American Meteorological Society 2004, 85(3):381-394.
32. Sun A.Y. Predicting groundwater level changes using GRACE data. Water Resources Research 2013, 49(9):5900-5912.
33. Sun A.Y., Green R., Rodell M., Swenson S. Inferring aquifer storage parameters using satellite and in situ measurements: Estimation under uncertainty. Geophysical Research Letters 2010, 37.
34. Swenson S., Wahr J. Post-processing removal of correlated errors in GRACE data. Geophysical Research Letters 2006, 33(8).
35. Tapley B.D., Bettadpur S., Ries J.C., Thompson P.F., Watkins M.M. GRACE measurements of mass variability in the Earth system. Science 2004, 305(5683):503-505.
36. Voss K.A., Famiglietti J.S., Lo M.H., de Linage C., Rodell M., Swenson S.C. Groundwater depletion in the Middle East from GRACE with implications for transboundary water management in the Tigris-Euphrates-Western Iran region. Water Resources Research 2013, 49(2):904-914.
37. Wang B., Li Y.Q. Relationship analysis between the South Branch Trough and severe drought of southwest China during autumn and winter 2009/2010. Plateau and Mountain Meteorology Research 2010, 130(4):26-35.
38. Xavier L., Becker M., Cazenave A., Longuevergne L., Llovel W., Rotunno O.C. Interannual variability in water storage over 2003-2008 in the Amazon Basin from GRACE space gravimetry, in situ river level and precipitation data. Remote Sensing of Environment 2010, 114(8):1629-1637.
39. Yirdaw S.Z., Snelgrove K.R., Agboma C.O. GRACE satellite observations of terrestrial moisture changes for drought characterization in the Canadian Prairie. Journal of Hydrology 2008, 356(1-2):84-92.
40. Zhang K., Kimball J.S., Nemani R.R., Running S.W. A continuous satellite-derived global record of land surface evapotranspiration from 1983 to 2006. Water Resources Research 2010, 46.