收稿日期: 2010-07-09
修回日期: 2010-08-17
网络出版日期: 2011-03-15
基金资助
Supported by Knowledge Innovation Programs of the Chinese Academy of Sciences (KZCX2-YW-340 and KZCX2-YW-341) and the Key Project of Jilin Province Scientific and Technological development program (20080425)
Water quality retrievals using in-situ measurements and remote satellite data
Received date: 2010-07-09
Revised date: 2010-08-17
Online published: 2011-03-15
Supported by
Supported by Knowledge Innovation Programs of the Chinese Academy of Sciences (KZCX2-YW-340 and KZCX2-YW-341) and the Key Project of Jilin Province Scientific and Technological development program (20080425)
王远东 , 刘殿伟 , 宋开山 , 张柏 , 姜广甲 , 汤旭光 . 基于同步现场实测与卫星遥感数据的水质参数反演研究[J]. 中国科学院大学学报, 2011 , 28(2) : 177 -186 . DOI: 10.7523/j.issn.2095-6134.2011.2.007
Water quality parameters were retrieved for the Reservoir Shitoukoumen using Landsat-5 TM data acquired on August 29, 2007 supported by concurrent in-situ measurements. On the basis of cluster analysis (CA) and principle component analysis (PCA) of twenty water samples with seven variables, multiple regression algorithms were established and subsequently used to produce water quality spatial distribution maps over the entire geographic area.
[1] Giardino C, Pepe M, Brivio P A, et al. Detecting chlorophyll, Secchi disk depth and surface temperature in a subalpine lake using Landsat imagery
[J]. The Science of the Total Environment, 2001, 268(1-3):19-29.
[2] Olmanson L G, Bauer M E, Brezonik P L. A 20-year Landsat water clarity census of Minnesota’s 10,000 lakes
[J]. Remote Sensing of Environment, 2008, 112(11):4086-4097.
[3] Ekercin S. Water quality retrievals from high resolution Ikonos multispectral Imagery: a case study in Istanbul, Turkey
[J]. Water Air Soil Pollut, 2007, 183(1-4): 239-251.
[4] stlund C, Flink P, Strombeck N, et al. Mapping of the water quality of Lake Erken, Sweden, from imaging spectrometry and Landsat Thematic Mapper
[J]. The Science of the Total Environment, 2001, 268(1-3):139-154.
[5] Ellis J B. Impacts of urban growth on surface water and groundwater quality
[M]. Birmingham: IAHS, 1999.
[6] Jensen J R. Remote sensing of the environment: An earth resource perspective, upper saddle river
[M]. New Jersey: Prentice-Hall, 2000.
[7] Thiemann S, Kaufmann H. Determination of chlorophyll content and trophic state of lakes using field spectrometer and IRS-1C satellite data in the Mecklenburg lake district, Germany
[J]. Remote Sensing of Environment, 2000,73(2):227-235.
[8] Bilge F, Yazici B, Dogeroglu T, et al. Statistical evaluation of remotely sensed data for water quality monitoring
[J]. International Journal of Remote Sensing, 2003, 24(24):5317-5326.
[9] Wang X J, Ma T. Application of remote sensing techniques in monitoring and assessing the water quality of Taihu Lake
[J]. Bulletin of Environmental Contamination and Toxicology, 2001, 67: 863-870.
[10] Koponen S, Pulliainen J, Kallio K,et al. Lake water quality classification with airborne hyperspectral spectrometer and simulated MERIS data
[J]. Remote Sensing of Environment, 2002, 79(1):51-59.
[11] Hellweger F L, Schlosser P, Lall U,et al. Use of satellite imagery for water quality studies in New York Harbor
[J]. Estuarine, Coastal and Shelf Science, 2004, 61(3):437-448.
[12] Hedger R D, Atkinson P M, Malthus T J. Optimizing sampling strategies for estimating mean water quality in lakes using geostatistical techniques with remote sensing
[J]. Lakes and Reservoirs: Research and Management, 2001, 6(4): 279-288.
[13] Kloiber S M, Brezonik P L, Bauer M E. Application of Landsat imagery to regional-scale assessments of lake clarity
[J]. Water Research, 2002, 36(17): 4330-4340.
[14] Kloiber S M, Brezonik P L., Olmanson L G, et al. A procedure for regional lake water clarity assessment using Landsat multispectral data
[J]. Remote Sensing of Environment, 2002, 82(1): 38-47.
[15] Sudhakar S, Pal D K. Water quality of the lake Chilka
[J]. Internation Journal of Remote Sensing, 1993, 14(14): 2575-2579.
[16] Braga C Z, Setzer A W. Water quality assessment with simultaneous landsat-5 TM data Guanabara bay, Rio de Janeiro, Brazil
[J]. Remote Sensing Environment , 1993, 45(1): 95-106.
[17] Chen Z, Muller-Karger F E, Hu C. Remote sensing of water clarity in Tampa Bay
[J]. Remote Sensing Environment, 2007, 109:249-259.
[18] APHA, AWWA, WEF. Standard methods for the examination of water and wastewater
[S]. 21st ed. Washington DC, USA: American Public Health Association/American Water Works Association/Water Environment Federation, 2005.
[19] Allen S E, Grimshaw H M, Parkinson J A. Chemical analysis, methods in plant ecology
[M].2nd ed. Moore D, Chapman S B (eds). Oxford: Blackwell Scientific Publication, 1986: 285-344.
[20] Thome K, Markham B, Barker J, et al. Radiometric calibration of Landsat
[J]. Photogrammetric Engineering & Remote Sensing,1997,63(7):853-858.
[21] Chander G, Markham B. Revised Landsat-5 TM radiometric calibration procedure and postcalibration dynamic range
[J]. IEEE Transaction on Geoscience and Remote Sensing , 2003, 41(11): 2674-2677.
[22] Adler-Golden S M, Matthew M W, Bernstein L S, et al. Atmospheric correction for short-wave imagery based on MODTRAN 4 // SPIE Proceedings. Florida: Orlando, 1999, 3753: 61-69.
[23] Han L, Jordan K J. Estimating and mapping Chl-a concentration in Pensacola Bay, Florida using Landsat ETM data
[J]. International Journal of Remote Sensing, 2005,26 (23):5245-5254.
[24] Whitlock C H, Kuo C Y, LeCroy S R. Criteria for the use of regression analysis for remote sensing of sediment and pollutants
[J]. Remote Sensing of Environment , 1982, 12: 151-168.
[25] Xu J P. Research on water optical properties and remote retrieval of water color matters in inland Case-II waters . Changchun: Northeast Institute of Geography and Agricultural Ecology, Chinese Academy of Sciences, 2008(in Chinese). 徐京萍. 石头口门水库水体光学特性及水色物质遥感反演研究 .长春:中国科学院东北地理与农业生态研究所,2008.
/
| 〈 |
|
〉 |
