The consistency between Na content distribution at the subsurface and the lake body's movement in Lop Nur

References

• Cai, A. M., Y. Shao, H. Z. Gong, G. J. Wang, and C. Xie. 2011. “Analysis of Lop Nur ‘Ear’ Features in Remote Sensing Image and Its Environmental Meaning.” Spectroscopy and Spectral Analysis 31 (6): 1633–1638. doi:10.3964/j.issn.1000-0593(2011)06-1633-06.
   Web of Science ®Google Scholar
• Centner, V., D.-L. Massart, O.E. de Noord, S. de Jong, B.M. Vandeginste, and C. Sterna. 1996. “Elimination of Uninformative Variables for Multivariate Calibration.” Analytical Chemistry 68 (21): 3851–3858. doi:10.1021/ac960321m.
   PubMed Web of Science ®Google Scholar
• Gao, Z. H., H. Z. Gong, Y. Shao, and L. F. Wang. 2014. “Analysis of the Formation of the Lop Nur Ear Feature Using Multisource Satellite Imagery.” Journal of Applied Remote Sensing 8. doi:10.1117/1.jrs.8.083537.
   Web of Science ®Google Scholar
• Gao, Z. H., Y. Shao, H. Z. Gong, X. L. Bian, C. Xie, A. M. Cai, Z. Wan, and G. J. Wang. 2012. “Analyzing the Genesis of Lop Nur ‘Ear’ Feature Based on Volume Scattering Characteristic Simulation.” Chinese Journal of Geophysics-Chinese Edition 55 (3): 906–913. doi:10.6038/j.issn.0001-5733.2012.03.020.
   Web of Science ®Google Scholar
• Geladi, P., and B. R. Kowalski. 1986. “Partial Least-Squares Regression: A Tutorial.” Analytica Chimica Acta 185: 1–17. doi:10.1016/0003-2670(86)80028-9.
   Web of Science ®Google Scholar
• Gherboudj, I., R. Magagi, A. A. Berg, and B. Toth. 2011. “Soil Moisture Retrieval over Agricultural Fields from Multi-polarized and Multi-Angular RADARSAT-2 SAR Data.” Remote Sensing of Environment 115 (1): 33–43. doi:10.1016/j.rse.2010.07.011.
   Web of Science ®Google Scholar
• Gong, H. Z., Y. Shao, J. H. Liu, Q. R. Hu, and W. Tian. 2007. “Improved Model for Dielectric Behavior of Moist Saline Soil.” Paper presented at the 5th International Symposium on Multispectral Image Processing and Pattern Recognition, Wuhan, November 15–17.
   Google Scholar
• Gong, H. Z., Y. Shao, G. J. Wang, A. M. Cai, and T. T. Zhang. 2013. “Polarimetric and Scattering Properties of Subsurface Saline Lacustrine Deposits in Lop Nur Lake Basin, China Using Synthetic Aperture Radar Data.” Chinese Journal of Geophysics-Chinese Edition 56 (2): 431–440. doi:10.6038/cjg20130207.
   Web of Science ®Google Scholar
• Gong, H. Z., Y. Shao, T. T. Zhang, L. Liu, and Z. H. Gao. 2014. “Scattering Mechanisms for the ‘Ear’ Feature of Lop Nur Lake Basin.” Remote Sensing 6 (5): 4546–4562. doi:10.3390/rs6054546.
   Web of Science ®Google Scholar
• Haaland, D. M., and E. V. Thomas. 1988. “Partial Least-Squares Methods for Spectral Analyses 1. Relation to Other Quantitative Calibration Methods and the Extraction of Qualitative Information.” Analytical Chemistry 60 (11): 1193–1202. doi:10.1021/ac00162a020.
   Web of Science ®Google Scholar
• Kawamura, K., N. Watanabe, S. Sakanoue, H. J. Lee, Y. Inoue, and S. Odagawa. 2010. “Testing Genetic Algorithm as A Tool to Select Relevant Wavebands from Field Hyperspectral Data for Estimating Pasture Mass and Quality in A Mixed Sown Pasture Using Partial Least Squares Regression.” Grassland Science 56 (4): 205–216. doi:10.1111/j.1744-697X.2010.00196.x.
   Web of Science ®Google Scholar
• Kwok, R., S. V. Nghiem, S. H. Yueh, and D. D. Huynh. 1995. “Retrieval of Thin Ice Thickness from Multifrequency Polarimetric Sar Data.” Remote Sensing of Environment 51 (3): 361–374. doi:10.1016/0034-4257(94)00017-h.
   Web of Science ®Google Scholar
• Leardi, R., R. Boggia, and M. Terrile. 1992. “Genetic Algorithms as a Strategy for Feature Selection.” Journal of Chemometrics 6 (5): 267–281. doi:10.1002/cem.1180060506.
   Web of Science ®Google Scholar
• Leardi, R., and A. L. Gonzalez. 1998. “Genetic Algorithms Applied to Feature Selection in PLS Regression: How and When to Use Them.” Chemometrics and Intelligent Laboratory Systems 41 (2): 195–207. doi:10.1016/S0169-7439(98)00051-3.
   Web of Science ®Google Scholar
• Li, Z., H. D. Guo, and J. C. Shi. 2001. “Retrieving Dry Snow Density with SIR-C Polarimetric SAR Data.” Chinese Science Bulletin 46 (14): 1211–1214. doi:10.1007/bf02900605.
   Web of Science ®Google Scholar
• Li, B. G., L. C. Ma, P. A. Jiang, Z. Q. Duan, D. F. Sun, H. L. Qiu, J. P. Zhong, and H. Q. Wu. 2008. “High Precision Topographic Data on Lop Nor Basin's Lake ‘Great Ear’ and the Timing of Its Becoming a Dry Salt Lake.” Chinese Science Bulletin 53 (6): 905–914. doi:10.1007/s11434-008-0003-4.
   Web of Science ®Google Scholar
• Li, L., S. L. Ustin, and D. Riano. 2007. “Retrieval of Fresh Leaf Fuel Moisture Content Using Genetic Algorithm Partial Least Squares (GA-PLS) Modeling.” Ieee Geoscience and Remote Sensing Letters 4 (2): 216–220. doi:10.1109/lgrs.2006.888847.
   Web of Science ®Google Scholar
• Lindgren, F., P. Geladi, and S. Wold. 1993. “The Kernel Algorithm for PLS.” Journal of Chemometrics 7 (1): 45–59. doi:10.1002/cem.1180070104.
   Web of Science ®Google Scholar
• Lucasius, C. B., M. L. M. Beckers, and G. Kateman. 1994. “Genetic Algorithms in Wavelength Selection: A Comparative Study.” Analytica Chimica Acta 286 (2): 135–153. doi:10.1016/0003-2670(94)80155-X.
   Web of Science ®Google Scholar
• Ma, L. C., B. G. Li, P. A. Jiang, J. D. Sheng, J. P. Zhong, H. L. Qiu, and H. Q. Wu. 2011. “Sedimentary Features’ Origin and Paleoenvironmental Significance of ‘Great Ear’ Salt Pans in the Lop Nor Playa.” Acta Sedimentologica Sinica 29 (1): 125–133. doi:10.14027/j.cnki.cjxb.2011.01.009. [In Chinese].
   Google Scholar
• Saradjian, M. R., and M. Hosseini. 2011. “Soil Moisture Estimation by Using Multipolarization SAR Image.” Advances in Space Research 48 (2): 278–286. doi:10.1016/j.asr.2011.03.029.
   Web of Science ®Google Scholar
• Shao, Y., H. Z. Gong, Z. H. Gao, L. Liu, L. Li, and T. T. Zhang. 2012. “SAR Data for Subsurface Saline Lacustrine Deposits Detection and Primary Interpretation on the Evolution of the Vanished Lop Nur Lake.” Canadian Journal of Remote Sensing 38 (3): 267–280. doi:10.5589/m12-019.
   Web of Science ®Google Scholar
• Song, K. S., L. Li, S. Li, L. Tedesco, B. Hall, and L. H. Li. 2012a. “Hyperspectral Remote Sensing of Total Phosphorus (TP) in Three Central Indiana Water Supply Reservoirs.” Water Air and Soil Pollution 223 (4): 1481–1502. doi:10.1007/s11270-011-0959-6.
   Web of Science ®Google Scholar
• Song, K. S., L. Li, S. Li, L. Tedesco, B. Hall, and Z. C. Li. 2012b. “Hyperspectral Retrieval of Phycocyanin in Potable Water Sources Using Genetic Algorithm-Partial Least Squares (GA-PLS) Modeling.” International Journal of Applied Earth Observation and Geoinformation 18: 368–385. doi:10.1016/j.jag.2012.03.013.
   Web of Science ®Google Scholar
• Thomas, E. V. 1994. “A Primer on Multivariate Calibration.” Analytical Chemistry 66 (15): 795A–804A. doi:10.1021/ac00087a722.
   Google Scholar
• Thomas, E. V., and D. M. Haaland. 1990. “Comparison of Multivariate Calibration Methods for Quantitative Spectral Analysis.” Analytical Chemistry 62 (10): 1091–1099. doi:10.1021/ac00209a024.
   Web of Science ®Google Scholar
• Wang, L. F., H. Z. Gong, and Y. Shao. 2014. “Precise Topography Assessment of Lop Nur Lake Basin Using GLAS Altimeter.” Paper presented at the 35th International Symposium on Remote Sensing of Environment (ISRSE35), Beijing, April 22–26.
   Google Scholar
• Wang, L. F., H. Z. Gong, Y. Shao, and B. G. Li. 2014. “Analysis of Elevation Discrepancies Along the Lop Nur Ear-shaped Stripes Observed Using GLAS and DGPS Data.” International Journal of Remote Sensing 35 (4): 1466–1480. doi:10.1080/01431161.2013.878060.
   Web of Science ®Google Scholar
• Xia, X. C., G. J. Mu, and J. Q. Lei. 2002. “Some New Progress in Scientific Research on the Lop Nur Lake Region, Xinjiang, China.” Science in China Series D-Earth Sciences 45: 148–156. doi:10.1007/bf02878402.
   Google Scholar
• Xia, X. C., F. B. Wang, and Y. J. Zhao. 2007. Lop Nor in China. Beijing: Science Press. [In Chinese].
   Google Scholar
• Zhang, T. T., Y. Shao, H. Z. Gong, L. Li, and L. F. Wang. 2014. “Salt Content Distribution and Paleoclimatic Significance of the Lop Nur ‘Ear’ Feature: Results from Analysis of EO-1 Hyperion Imagery.” Remote Sensing 6 (8): 7783–7799. doi:10.3390/rs6087783.
   Web of Science ®Google Scholar
• Zhao, Y. J., X. C. Xia, F. B. Wang, Q. Y. Cao, W. M. Gao, and G. Y. You. 2006. “Features and Causes of Formation on Ring Shaped Salt Crust in Lop Nur Region of Xinjiang, China.” Arid Land Geography 29 (6): 779–783. doi:10.13826/j.cnki.cn65-1103/x.2006.06.002. [In Chinese].
   Google Scholar