4,487
Views
19
CrossRef citations to date
0
Altmetric
Articles

Hydrologic changes of Aral Sea: A reveal by the combination of radar altimeter data and optical images

&
Pages 247-261 | Received 18 Oct 2018, Accepted 29 May 2019, Published online: 14 Jun 2019

References

  • Aus der Beek, T., F. Voß, and M. Flörke. 2011. “Modelling the Impact of Global Change on the Hydrological System of the Aral Sea Basin.” Physics and Chemistry of the Earth 36 (13): 684–695. doi:10.1016/j.pce.2011.03.004.
  • AVISO. 2016. “AVISO-CNES Data Center.” November. http://www.aviso.oceanobs.com/es/misiones/past-missions/topexposeidon.html
  • Bakhtior, A. I. 1998. Aral Sea Catastrophe: Case for National, Regional and International Cooperation, the Slavic Research Center.
  • Birkett, C. M. 1995. “The Contribution of TOPEX/POSEIDON to the Global Monitoring of Climatically Sensitive Lakes.” Journal of Geophysical Research: Oceans 100: 25179–25204. doi:10.1029/95JC02125.
  • Birkett, C. M., C. Reynolds, B. Beckley, and B. Doorn. 2011. “From Research to Operations: The USDA Global Reservoir and Lake Monitor.” In Coastal Altimetry, edited by S. Vignudelli, A. Kostianoy, P. Cipollini, and J. Benveniste, 19–50. Berlin Heidelberg: Springer Verlag.
  • Brilliant Maps. 2016. “The Incredible Shrinking Aral Sea 1960-2014.” November. http://brilliantmaps.com/aral-sea/
  • Bronner, E., A. Gulliot, N. Picot, and J. Noubel. 2013. SARAL/AltiKa Products Handbook. CNES, France.
  • Cao, X., J. Chen, and H. Imura. 2009. “A SVM-based Method to Extract Urban Areas from DMSP-OLS and SPOT VGT Data.” Remote Sensing of Environment 113: 2205–2209. doi:10.1016/j.rse.2009.06.001.
  • CAWATERinfo. 2016. “Database of the Aral Sea.” November. http://www.cawater-info.net/aral/data/index_e.htm
  • Crétaux, J. F., and C. Birkett. 2006. “Lake Studies from Satellite Radar Altimetry.” Comptes Rendus Geoscience 338: 1098–1112. doi:10.1016/j.crte.2006.08.002.
  • Crétaux, J. F., S. Calmant, V. Romanovski, A. Shabunin, F. Lyard, M. Bergé-Nguyen, A. Cazenave, F. Hernandez, and F. Perosanz. 2009. “An Absolute Calibration Site for Radar Altimeters in the Continental Domain: Lake Issykkul in Central Asia.” Journal of Geodesy 83: 723–735. doi:10.1007/s00190-008-0289-7.
  • Crétaux J.F., Jelinski W., Calmant S., Kouraev A., Vuglinski V., Berge-Nguyen M., Gennero, M.C., Nino, F., Abarca Del Rio, R., Cazenave, A., Maisongrande P. 2011. “A Lake Database to Monitor in the near Real Time Water Level and Storage Variations from Remote Sensing Data.” AdvancesinSpace Research 4 (7): 1497–1507.
  • Donat M.G., Alexander L.V., Yang H., Durre I., Vose R., Dunn R.J.H., Willett K. M., Aguilar E., Brunet M., Caesar J., Hewitson B., Jack C., Klein Tank A. M. G., Kruger A. C., Marengo J., Peterson T. C., Renom M., Oria Rojas C., Rusticucci M., Salinger J., Elrayah A. S., Sekele S. S., Srivastava A. K., Trewin B., Villarroel C., Vincent L. A., Zhai P., Zhang X., Kitching S. 2013. “Updated Analyses of Temperature and Precipitation Extreme Indices since the Beginning of the Twentieth Century: The HadEX2 Dataset.” Journal of Geophysical Research: Atmospheres 118 (5): 2098–2118.
  • Dukhovny, V. A., and J. Schutter. 2011. Water in Central Asia-Past, Present, and Future. CRC Press/Balkema: Taylor & Francis Group, London.
  • ESA. 2016. “Earth Online.” November. https://earth.esa.int/web/guest/missions/esa-operational-eo-missions/envisat
  • Feng, L., C. Hu, X. Chen, R. Li, L. Tian, and B. Murch. 2011. “MODIS Observations of the Bottom Topography and Its Inter-Annual Variability of Poyang Lake.” Remote Sensing of Environment 115: 2729–2741. doi:10.1016/j.rse.2011.06.013.
  • Feyisa, G. L., H. Meilby, R. Fensholt, and S. R. Proud. 2014. “Automated Water Extraction Index: A New Technique for Surface Water Mapping Using Landsat Imagery.” Remote Sensing of Environment 140: 23–35. doi:10.1016/j.rse.2013.08.029.
  • Gaybullaev, B., S. C. Chen, and D. Gaybullaev. 2012. “Changes in Water Volume of the Aral Sea after 1960.” Applied Water Science 2: 285–291. doi:10.1007/s13201-012-0048-z.
  • Gong, P., J. Wang, L. Yu, Y. C. Zhao, Y. Y. Zhao, L. Liang, Z. Niu, et al. 2013. “Finer Resolution Observation and Monitoring of Global Land Cover: First Mapping Results with Landsat TM and ETM+ Data.” International Journal of Remote Sensing 34: 2607–2654. doi:10.1080/01431161.2012.748992.
  • Güntner, A. 2008. “Improvement of Global Hydrological Models Using GRACE Data.” Surveys in Geophysics 29 (4–5): 375–397. doi:10.1007/s10712-008-9038-y.
  • Hsu, C. W., C. C. Chang, and C. J. Lin. 2003. . “A Practical Guide to Support Vector Classification.” November, 2016. https://www.csie.ntu.edu.tw/~cjlin/
  • Hsu, K., X. Gao, S. Sorooshian, and H. V. Gupta. 1997. “Precipitation Estimation from Remotely Sensed Information Using Artificial Neural Networks.” Journal of Applied Meteorology 36: 1176–1190. doi:10.1175/1520-0450(1997)036<1176:PEFRSI>2.0.CO;2.
  • Huang, H., P. Gong, N. Clinton, and F. Hui. 2008. “Reduction of Atmospheric and Topographic Effect on Landsat TM Data for Forest Classification.” International Journal of Remote Sensing 29: 5623–5642. doi:10.1080/01431160802082148.
  • Increasing, D. A. 2012. “Drought under Global Warming in Observations and Models.” Nature Climate Change 3 (1): 52–58.
  • Konur Alp Kocak. 2015. Water Disputes in Central Asia Rising Tension Threatens Regional Stability. European Parliamentary Research Service. http://www.europarl.europa.eu/about-parliament/en/home.
  • Liao, A., L. Chen, J. Chen, C. He, X. Cao, J. Chen, S. Peng, F. Sun, and P. Gong. 2014. “High-Resolution Remote Sensing Mapping of Global Land Water.” Science of China, Series D: Earth Science 57: 2305–2316. doi:10.1007/s11430-014-4918-0.
  • Liu, J. G., and P. Mason. 2016. Essential Image Processing and GIS for Remote Sensing, 169–170. 2nd ed. New York, USA: Wiley-Blackwell.
  • McFeeters, S. K. 1996. “The Use of the Normalized Difference Water Index (NDWI) in the Delineation of Open Water Features.” International Journal of Remote Sensing 17: 1425–1432. doi:10.1080/01431169608948714.
  • Micklin, P. P. 1988. “Desiccation of the Aral Sea: A Water Management Disaster in the Soviet Union.” Science 241: 1170–1176. doi:10.1126/science.241.4870.1170.
  • Micklin, P. P. 2007. “The Aral Sea Disaster.” Annual Review of Earth Planet. Science 35: 47–72. doi:10.1146/annurev.earth.35.031306.140120.
  • Mountrakis, G., J. Im, and C. Ogole. 2011. “Support Vector Machines in Remote Sensing: A Review.” ISPRS Journal of Photogrammetry and Remote Sensing 66: 247–259. doi:10.1016/j.isprsjprs.2010.11.001.
  • Quinlan, J. R. 1986. “Induction of Decision Trees.” Machine Learning 1: 81–106. doi:10.1007/BF00116251.
  • Quinlan, J. R. 1993. C4.5-Programs for Machine Learning, 81–106. New York: Morgan Kaufman.
  • Ramillien, G., F. Frappart, A. Cazenave, and A. Guntner. 2005. “Time Variations of Land Water Storage from an Inversion of 2 Years of GRACE Geoids.” Earth and Planetary Science Letters 235 (1–2): 283–301. doi:10.1016/j.epsl.2005.04.005.
  • River and Lake Product Handbook v3.5. 2009. Accessed July, 2017. http://tethys.eaprs.cse.dmu.ac.uk/RiverLake/rl_docs/Product-Handbook-3-05.doc
  • Schwatke, C., D. Dettmering, W. Bosch, and Seitz F. 2015. “DAHITI - an Innovative Approach for Estimating Water Level Time Series over Inland Waters Using Multi-Mission Satellite Altimetry.” Hydrology and Earth System Science 19: 4345–4364. doi:10.5194/hess-19-4345-2015.
  • Seitz, F., M. Schmidt, and C. K. Shum. 2008. “Signals of Extreme Weather Conditions in Central Europe in GRACE 4-D Hydrological Mass Variations.” Earth and Planetary Science Letters 268 (1–2): 165–170. doi:10.1016/j.epsl.2008.01.001.
  • Singh, A., F. Seitz, and C. Schwatke. 2012. “Inter-Annual Water Storage Changes in the Aral Sea from Multi-Mission Satellite Altimetry, Optical Remote Sensing.” And GRACE Satellite Gravimetry Remote Sensing of Environment 123: 187–195. doi:10.1016/j.rse.2012.01.001.
  • Song, M., and D. Civco. 2004. “Road Extraction Using SVM and Image Segmentation.” Photogrammetry Engineering and Remote Sensing 70: 1365–1371. doi:10.14358/PERS.70.12.1365.
  • Sorg, A., T. Boch, M. Stoffel, O. Solomina, and M. Beniston. 2012. “Climate Change Impacts on Glaciers and Runoff in Tien Shan (Central Asia).” Nature Climate Change, 2(10): 725-731.
  • Sun, F., Y. Zhao, P. Gong, R. Ma, and Y. Dai. 2014. “Monitoring Dynamic Changes of Global Land Cover Types: Fluctuations of Major Lakes in China Every 8 Days during 2000-2010.” Chinese Science Bulletin 59 (2): 171–189. doi:10.1007/s11434-013-0045-0.
  • Swenson, S., J. Wahr, and P. Milly. 2003. “Estimated Accuracies of Regional Water Storage Variations Inferred from the Gravity Recovery and Climate Experiment (GRACE).” Water Resources Research 39: 8. doi:10.1029/2002WR001808.
  • Tapley, B., S. Bettadpur, J. Ries, P. Thompson, and M. Watkins. 2004. “GRACE Measurements of Mass Variability in the Earth System.” Science 305: 503–505. doi:10.1126/science.1099192.
  • UNEP (United Nations Environment Programme). 2014. “The Future of the Aral Sea Lies in Transboundary Cooperation.” January.
  • USDA-Foreign Agriculture Service, Production Ranking MY. 2013. “National Cotton Council of America.” Accessed November, 2016. http://www.cotton.org/econ/cropinfo/cropdata/rankings.cfm
  • Vapnik, V. 1982. Estimation of Dependences Based on Empirical Data. Nauka, Moscow (In Russian). New York: Springer.
  • Vermote, E. F., S. Y. Kotchenova, and J. P. Ray. 2011. “MODIS Surface Reflectance User’s Guide.” http://modis-sr.ltdri.org
  • Wahr, J., S. Swenson, and I. Velicogna. 2006. “Accuracy of GRACE Mass Estimates.” Geophysical Research Letters 33: L06401. doi:10.1029/2005GL025305.
  • Wahr, J., S. Swenson, V. Zlotnicki, and I. Velicogna. 2004. “Time-Variable Gravity from GRACE: First Results.” Geophysical Research Letters 31: L11501. doi:10.1029/2004GL019779.
  • Werth, S., A. Güntner, S. Petrovic, and R. Schmidt. 2009. “Integration of GRACE Mass Variations into a Global Hydrological Model.” Earth and Planetary Science Letters 277 (1–2): 166–173. doi:10.1016/j.epsl.2008.10.021.
  • World Bank Group. 2014. Turn down the Heat: Confronting the New Climate Normal. Washington, DC: World Bank.
  • Wu, G., and Y. Liu. 2015. “Combining Multispectral Imagery with in Situ Topographic Data Reveals Complex Water Level Variation in China’s Largest Freshwater Lake.” Remote Sensing 7 (10): 13466–13484. doi:10.3390/rs71013466.
  • Xu, H. 2006. “Modification of Normalized Difference Water Index (NDWI) to Enhance Open Water Features in Remotely Sensed Imagery.” International Journal of Remote Sensing 27: 3025–3033. doi:10.1080/01431160600589179.
  • Zmijewski, K., and R. Becker. 2014. “Estimating the Effects of Anthropogenic Modification on Water Balance in the Aral Sea Watershed Using GRACE: 2003–12.” Earth Interactions 18: 1–6. doi:10.1175/2013EI000537.1.