메뉴 건너뛰기




Volumn 15, Issue 11, 2011, Pages 3475-3494

Use of ENVISAT ASAR Global Monitoring Mode to complement optical data in the mapping of rapid broad-scale flooding in Pakistan

Author keywords

[No Author keywords available]

Indexed keywords

BASELINE IMAGES; DISASTER PLANNING; ENVISAT ASAR; FLOOD WATERS; GLOBAL MONITORING MODES; HIGH TEMPORAL FREQUENCY; IMAGE DIFFERENCING; INCIDENCE ANGLES; OPTICAL DATA; OPTICAL SATELLITES; ORBIT TRACK; PAKISTAN; RADAR RESPONSE; RAPID RESPONSE; RECEIVED SIGNALS; REGION GROWING; RIVER CHANNELS; SEED PIXEL; SPECULAR REFLECTIONS; TARGET IMAGES; TARGET VALUES; VOLUME SCATTERING;

EID: 81455143042     PISSN: 10275606     EISSN: 16077938     Source Type: Journal    
DOI: 10.5194/hess-15-3475-2011     Document Type: Article
Times cited : (43)

References (78)
  • 1
    • 81455145514 scopus 로고    scopus 로고
    • Fuel type characterization based on coarse resolution MODIS satellite data
    • Lanorte, A. and Lasaponara, R.: Fuel type characterization based on coarse resolution MODIS satellite data, iForest-Biogeosciences and Forestry, 1, 60-64, 2008.
    • (2008) IForest-Biogeosciences and Forestry , vol.1 , pp. 60-64
    • Lanorte, A.1    Lasaponara, R.2
  • 2
    • 33746515658 scopus 로고    scopus 로고
    • Detecting the red tide algal blooms from satellite ocean color observations in optically complex Northeast-Asia Coastal waters
    • DOI 10.1016/j.rse.2006.04.007, PII S0034425706001568
    • Ahn, Y.-H. and Shanmugam, P.: Detecting the red tide algal blooms from satellite ocean color observations in optically complex Northeast-Asia Coastal waters, Remote Sens. Environ., 103, 419-437, 2006. (Pubitemid 44142062)
    • (2006) Remote Sensing of Environment , vol.103 , Issue.4 , pp. 419-437
    • Ahn, Y.-H.1    Shanmugam, P.2
  • 3
    • 0021817095 scopus 로고
    • Theory of radar imaging of internal waves
    • Alpers, W.: Theory of radar imaging of internal waves, Nature, 314, 245-247, 1985. (Pubitemid 15260589)
    • (1985) Nature , vol.314 , Issue.6008 , pp. 245-247
    • Alpers, W.1
  • 8
    • 67349228844 scopus 로고    scopus 로고
    • Global monitoring of wetlands-the value of EN-VISAT ASAR Global mode
    • doi:10.1016/j.jenvman.2007.06.023
    • Bartsch, A., Wagner, W., Scipal, K., Pathe, C., Sabel, D., and Wolski, P.: Global monitoring of wetlands-the value of EN-VISAT ASAR Global mode, J. Environ. Manage., 90, 2226-2233, doi:10.1016/j.jenvman.2007.06.023, 2009.
    • (2009) J. Environ. Manage. , vol.90 , pp. 2226-2233
    • Bartsch, A.1    Wagner, W.2    Scipal, K.3    Pathe, C.4    Sabel, D.5    Wolski, P.6
  • 11
    • 52649178999 scopus 로고    scopus 로고
    • Satellite monitoring of inland and coastal water quality: Retrospection
    • Taylor and Francis, New York
    • Bukata, R.: Satellite Monitoring of Inland and Coastal Water Quality: Retrospection, Introspection, Future Directions, Taylor and Francis, New York, 2005.
    • (2005) Introspection, Future Directions
    • Bukata, R.1
  • 12
    • 70350134801 scopus 로고    scopus 로고
    • High-resolution satellite image segmentation using Holder exponents
    • Chakraborty, D., Sen, G., and Hazra, S.: High-resolution satellite image segmentation using Holder exponents, J. Earth Syst. Sci., 118, 609-617, 2009.
    • (2009) J. Earth Syst. Sci. , vol.118 , pp. 609-617
    • Chakraborty, D.1    Sen, G.2    Hazra, S.3
  • 13
    • 15944424331 scopus 로고    scopus 로고
    • Distributed hydrolog-ical model for mapping evapotranspiration using remote sensing inputs
    • Chen, J. M., Chen, X., Ju, W., and Geng, X.: Distributed hydrolog-ical model for mapping evapotranspiration using remote sensing inputs, J. Hydrol., 305, 15-39, 2004.
    • (2004) J. Hydrol. , vol.305 , pp. 15-39
    • Chen, J.M.1    Chen, X.2    Ju, W.3    Geng, X.4
  • 14
    • 34548387554 scopus 로고    scopus 로고
    • Mapping wildfire danger at regional scale with an index model integrating coarse spatial resolution remote sensing data
    • DOI 10.1029/2005JG000125
    • Chéret, V. and Denux, P.: Mapping wildfire danger at regional scale with an index model integrating coarse spatial resolution remote sensing data, J. Geophys. Res., 112, G02006, doi:10.1029/2005JG000125, 2007. (Pubitemid 47351088)
    • (2007) Journal of Geophysical Research G: Biogeosciences , vol.112 , Issue.2
    • Cheret, V.1    Denux, J.P.2
  • 15
    • 84973587732 scopus 로고
    • A coefficient of agreement for nominal scales
    • Cohen, J.: A Coefficient of Agreement for Nominal Scales, Educ. Psychol. Meas., XX, 37-46, 1960.
    • (1960) Educ. Psychol. Meas. , vol.20 , pp. 37-46
    • Cohen, J.1
  • 16
    • 44049101182 scopus 로고    scopus 로고
    • On the design and evaluation of multiobjective single-channel SAR image segmentation algorithms
    • DOI 10.1109/TGRS.2008.916081, 4505539
    • Collins, M. J. and Kopp, E. B.: On the Design and Evaluation of Multiobjective Single-Channel SAR Image Segmentation Algorithms, IEEE T. Geosci. Remote Sens., 46, 1836-1846, 2008. (Pubitemid 351711221)
    • (2008) IEEE Transactions on Geoscience and Remote Sensing , vol.46 , Issue.6 , pp. 1836-1846
    • Collins, M.J.1    Kopp, E.B.2
  • 17
    • 80051876545 scopus 로고    scopus 로고
    • Hydraulic geometry gis and remote sensing techniques against rainfall-runoff models for estimating flood magnitude in ephemeral fluvial systems
    • Conesa-Garcia, C., Caselles-Miralles, V., Sanchez Tomas, J. M., and Garcia-Lorenzo, R.: Hydraulic Geometry, GIS and Remote Sensing, Techniques against Rainfall-Runoff Models for Estimating Flood Magnitude in Ephemeral Fluvial Systems, Remote Sens., 2, 2607-2628, 2010.
    • (2010) Remote Sens. , vol.2 , pp. 2607-2628
    • Conesa-Garcia, C.1    Caselles-Miralles, V.2    Sanchez Tomas, J.M.3    Garcia-Lorenzo, R.4
  • 18
    • 79959365142 scopus 로고    scopus 로고
    • A Nesw Land surface hydrology within the Noah-WRF land-atmosphere mesoscale model applied to semiarid Environment: Evaluation over the Dan-tiandou Kori (Niger)
    • doi:10.1155/2009/731874
    • Decharme, B., Ottlé, C., Saux-Picart, S., Boulain, N., Cappelaere, B., Ramier, D., and Zribi, M.: A New Land Surface Hydrology within the Noah-WRF Land-Atmosphere Mesoscale Model Applied to Semiarid Environment: Evaluation over the Dan-tiandou Kori (Niger), Advances in Meteorology, 2009, 731874, doi:10.1155/2009/731874, 2009.
    • (2009) Advances in Meteorology , vol.2009 , pp. 731874
    • Decharme, B.1    Ottlé, C.2    Saux-Picart, S.3    Boulain, N.4    Cappelaere, B.5    Ramier, D.6    Zribi, M.7
  • 20
    • 33645725993 scopus 로고    scopus 로고
    • ESA European Space Agency, ESRIN, Via Galileo Galilei Casella Postale 00044 Frascati (Rome) Italy, 1.5 Edn.
    • ESA: Absolute calibration of ASAR level 1 products generated with PF-ASAR, European Space Agency, ESRIN, Via Galileo Galilei, Casella Postale 64, 00044 Frascati (Rome), Italy, 1.5 Edn., 2004.
    • (2004) Absolute Calibration of ASAR Level 1 Products Generated with PF-ASAR , vol.64
  • 21
    • 70049098294 scopus 로고    scopus 로고
    • ESA European Space Agency 8-10 rue Mario Nikis, 75738 Paris, 2.2 Edn.
    • ESA: ASAR Product Handbook, European Space Agency, 8-10 rue Mario Nikis, 75738 Paris, 2.2 Edn., 2007a.
    • (2007) ASAR Product Handbook
  • 22
    • 81455145516 scopus 로고    scopus 로고
    • Asar Products Specifications
    • ESA
    • ESA: Asar Products Specifications, in: Envisat-1 Products Specifications, 8, 2007b.
    • (2007) Envisat-1 Products Specifications , vol.8
  • 23
    • 79954472607 scopus 로고    scopus 로고
    • Pakistan in 2010 Flooding, Governmental Inefficiency, and Continued Insurgency
    • Fair, C. C.: Pakistan in 2010 Flooding, Governmental Inefficiency, and Continued Insurgency, Asian Surv., 51, 97-110, 2011.
    • (2011) Asian Surv. , vol.51 , pp. 97-110
    • Fair, C.C.1
  • 24
    • 33646735739 scopus 로고    scopus 로고
    • What is the difference between two maps? A remote sensers view
    • Foody, G. M.: What is the difference between two maps? A remote sensers view, J. Geogr. Syst., 8, 119-130, 2006.
    • (2006) J. Geogr. Syst. , vol.8 , pp. 119-130
    • Foody, G.M.1
  • 25
    • 48249116758 scopus 로고    scopus 로고
    • Multi-region segmentation of SAR image by a multiphase level set approach
    • Fu, Y., Cao, Z., and Pi, Y.: Multi-region segmentation of SAR image by a multiphase level set approach, J. Electron. (China), 25, 556-561, 2008.
    • (2008) J. Electron. (China) , vol.25 , pp. 556-561
    • Fu, Y.1    Cao, Z.2    Pi, Y.3
  • 27
    • 84862768680 scopus 로고    scopus 로고
    • GESDISC sGoddard Earth Sciences Data and Information Services Center last access: 1 March, 2011,2011
    • GESDISC: Flooding in Pakistan caused by higher-than-normal monsoon rainfall, Goddard Earth Sciences Data and Information Services Center available at: http://disc.sci.gsfc.nasa.gov, last access: 1 March, 2011,2011.
    • Flooding in Pakistan Caused by Higher-than-normal Monsoon Rainfall
  • 29
    • 36448936463 scopus 로고    scopus 로고
    • Comparison of inundation patterns among major South American floodplains
    • doi:10.1029/2000JD000306
    • Hamilton, S., Sippel, S., and Melack, J.: Comparison of inundation patterns among major South American floodplains, J. Geophys. Res. Atmos., 107, 8038, doi:10.1029/2000JD000306, 2002.
    • (2002) J. Geophys. Res. Atmos. , vol.107 , pp. 8038
    • Hamilton, S.1    Sippel, S.2    Melack, J.3
  • 30
    • 0442314429 scopus 로고    scopus 로고
    • Dual-season mapping of wetland inundation and vegetation for the central Amazon basin
    • DOI 10.1016/j.rse.2003.04.001
    • Hess, L. L., Melack, J. M., Novo, E. M., Barbosa, C. C., and Gastil, M.: Dual-season mapping of wetland inundation and vegetation for the central amazon basin, Remote Sens. Environ., 87, 404-428, 2003. (Pubitemid 38184700)
    • (2003) Remote Sensing of Environment , vol.87 , Issue.4 , pp. 404-428
    • Hess, L.L.1    Melack, J.M.2    Novo, E.M.L.M.3    Barbosa, C.C.F.4    Gastil, M.5
  • 31
    • 59849115329 scopus 로고    scopus 로고
    • Water level estimation and reduction of hydraulic model calibration uncertainties using Satellite SAR images of floods
    • Hostache, R., Matgen, P., Schumann, G., Puech, C., Hoffmann, L., and Pfister, L.: Water Level Estimation and Reduction of Hydraulic Model Calibration Uncertainties Using Satellite SAR Images of Floods, IEEE T. Geosci. Remote Sens., 47, 431-441, 2009.
    • (2009) IEEE T. Geosci. Remote Sens. , vol.47 , pp. 431-441
    • Hostache, R.1    Matgen, P.2    Schumann, G.3    Puech, C.4    Hoffmann, L.5    Pfister, L.6
  • 32
    • 31744448411 scopus 로고    scopus 로고
    • Comparison of stocking rates from remote sensing and geospatial data
    • DOI 10.2111/04-177R.1
    • Hunt, E. R. and Miyake, B. A.: Comparison of Stocking Rates From Remote Sensing and Geospatial Data, Rangeland Ecol. Manag., 59, 11-18, 2006. (Pubitemid 43177119)
    • (2006) Rangeland Ecology and Management , vol.59 , Issue.1 , pp. 11-18
    • Hunt Jr., E.R.1    Miyake, B.A.2
  • 33
    • 77957220222 scopus 로고    scopus 로고
    • Improving potential geographic distribution models for invasive plants by remote sensing
    • Hunt, E. R., Gillham, J., and Daughtry, C.: Improving Potential Geographic Distribution Models for Invasive Plants by Remote Sensing, Rangeland Ecol. Manag., 63, 505-513, 2010.
    • (2010) Rangeland Ecol. Manag. , vol.63 , pp. 505-513
    • Hunt, E.R.1    Gillham, J.2    Daughtry, C.3
  • 34
    • 11144322278 scopus 로고    scopus 로고
    • Using coarse remote sensing radar observations to control the trajectory of a simple Sahelian land surface model
    • DOI 10.1016/j.rse.2004.10.005, PII S0034425704003256
    • Jarlan, L., Mougin, E., Mazzega, P., Schoenauer, M., Tracol, Y., and Hiernaux, P.: Using coarse remote sensing radar observations to control the trajectory of a simple Sahelianland surface model, Remote Sens. Environ., 94, 269-285, doi:10.1016/j.rse.2004.10.005, 2005. (Pubitemid 40020263)
    • (2005) Remote Sensing of Environment , vol.94 , Issue.2 , pp. 269-285
    • Jarlan, L.1    Mougin, E.2    Mazzega, P.3    Schoenauer, M.4    Tracol, Y.5    Hiernaux, P.6
  • 37
    • 17744401663 scopus 로고    scopus 로고
    • Application of meteosat thermal data to map soil infiltrability in the central part of the Lake Chad basin, Africa
    • doi:10.1029/2003GL018094
    • Leblanc, M., Razack, M., Dagorne, D., Mofor, L., and Jones, C.: Application of Meteosat thermal data to map soil infiltrability in the central part of the Lake Chad basin, Africa, Geophys. Res. Lett., 30, 19, doi:10.1029/2003GL018094, 2003.
    • (2003) Geophys. Res. Lett. , vol.30 , pp. 19
    • Leblanc, M.1    Razack, M.2    Dagorne, D.3    Mofor, L.4    Jones, C.5
  • 38
    • 79957554527 scopus 로고    scopus 로고
    • Thermal remote sensing of water under flooded vegetation: New observations of inundation patterns for the 'Small' Lake Chad
    • doi:10.1016/j.jhydrol.2011.04.023
    • Leblanc, M., Lemoalle, J., Bader, J.-C., Tweed, S., and Mofor, L.: Thermal remote sensing of water under flooded vegetation: new observations of inundation patterns for the 'Small' Lake Chad, J. Hydrol., 404, 87-98, doi:10.1016/j.jhydrol.2011.04.023, 2011.
    • (2011) J. Hydrol. , vol.404 , pp. 87-98
    • Leblanc, M.1    Lemoalle, J.2    Bader, J.-C.3    Tweed, S.4    Mofor, L.5
  • 39
    • 0038622981 scopus 로고    scopus 로고
    • Remote sensing of suspended sediments and shallow coastal waters
    • Li, R.-R., Kaufman, Y., Gao, B.-C., and Davis, C.: Remote sensing of suspended sediments and shallow coastal waters, IEEE T. Geosci. Remote Sens., 41, 559-566, 2003.
    • (2003) IEEE T. Geosci. Remote Sens. , vol.41 , pp. 559-566
    • Li, R.-R.1    Kaufman, Y.2    Gao, B.-C.3    Davis, C.4
  • 41
    • 77953602517 scopus 로고    scopus 로고
    • Assimilation of ASAR data with a hydrologic and semi-empirical backscattering coupled model to estimate soil moisture
    • Liu, Q., Wang, M., and Zhao, Y.: Assimilation of ASAR data with a hydrologic and semi-empirical backscattering coupled model to estimate soil moisture, Chinese Geogr. Sci., 20, 218-225, 2010.
    • (2010) Chinese Geogr. Sci. , vol.20 , pp. 218-225
    • Liu, Q.1    Wang, M.2    Zhao, Y.3
  • 42
    • 33747088497 scopus 로고    scopus 로고
    • Validation of digital elevation models from SRTM X-SAR for applications in hydrologic modeling
    • DOI 10.1016/j.isprsjprs.2006.05.003, PII S092427160600058X
    • Ludwig, R. and Schneider, P.: Validation of digital elevation models from SRTM X-SAR for applications in hydrologic modeling, ISPRS J. Photogramm., 60, 339-358, 2006. (Pubitemid 44223972)
    • (2006) ISPRS Journal of Photogrammetry and Remote Sensing , vol.60 , Issue.5 , pp. 339-358
    • Ludwig, R.1    Schneider, P.2
  • 43
    • 38349058007 scopus 로고    scopus 로고
    • Shoreline mapping from coarsespatial resolution remote sensing imagery of seberang takir, Malaysia
    • doi:10.2112/04-0421.1
    • M.-Muslim, A., Foody, G. M., and Atkinson, P. M.: Shoreline Mapping from CoarseSpatial Resolution Remote Sensing Imagery of Seberang Takir, Malaysia, J. Coastal Res., 23, 1399-1408, doi:10.2112/04-0421.1, 2007.
    • (2007) J. Coastal Res. , vol.23 , pp. 1399-1408
    • Muslim, A.1    Foody, G.M.2    Atkinson, P.M.3
  • 44
    • 34247619339 scopus 로고    scopus 로고
    • Mapping of flood dynamics and spatial distribution of vegetation in the Amazon floodplain using multitemporal SAR data
    • DOI 10.1016/j.rse.2006.11.012, PII S0034425706004585
    • Martinez, J.-M. and Le Toan, T.: Mapping of flood dynamics and spatial distribution of vegetation in the Amazon floodplain using multitemporal SAR data, Remote Sens. Environ., 108, 209-223, 2007. (Pubitemid 46669599)
    • (2007) Remote Sensing of Environment , vol.108 , Issue.3 , pp. 209-223
    • Martinez, J.-M.1    Le Toan, T.2
  • 45
    • 79952131805 scopus 로고    scopus 로고
    • Towards an automated SAR-based flood monitoring system: Lessons learned from two case studies
    • doi:10.1016/j.pce.2010.12.009
    • Matgen, P., Hostache, R., Schumann, G., Pfister, L., Hoffmann, L., and Savenije, H.: Towards an automated SAR-based flood monitoring system: Lessons learned from two case studies, Phys. Chem. Earth, Parts A/B/C, 36, 241-252, doi:10.1016/j.pce.2010.12.009, 2011.
    • (2011) Phys. Chem. Earth, Parts A/B/C , vol.36 , pp. 241-252
    • Matgen, P.1    Hostache, R.2    Schumann, G.3    Pfister, L.4    Hoffmann, L.5    Savenije, H.6
  • 46
    • 66249138722 scopus 로고    scopus 로고
    • Regional review: The hydrology of the Oka-vango Delta, Botswana-processes, data and modelling
    • Milzow, C., Kgotlhang, L., Bauer-Gottwein, P., Meier, P., and Kinzelbach, W.: Regional review: the hydrology of the Oka-vango Delta, Botswana-processes, data and modelling, Hydro-geol. J., 17, 1297-1328, 2009a.
    • (2009) Hydro-geol. J. , vol.17 , pp. 1297-1328
    • Milzow, C.1    Kgotlhang, L.2    Bauer-Gottwein, P.3    Meier, P.4    Kinzelbach, W.5
  • 47
    • 67349263038 scopus 로고    scopus 로고
    • The role of remote sensing in hydrological modelling of the Okavango Delta, Botswana
    • Milzow, C., Kgotlhang, L., Kinzelbach, W., Meier, P., and Bauer-Gottwein, P.: The Role of remote sensing in hydrological modelling of the Okavango Delta, Botswana, J. Environ. Manage., 90, 2252-2260, 2009b.
    • (2009) J. Environ. Manage. , vol.90 , pp. 2252-2260
    • Milzow, C.1    Kgotlhang, L.2    Kinzelbach, W.3    Meier, P.4    Bauer-Gottwein, P.5
  • 49
    • 75749151127 scopus 로고    scopus 로고
    • Calibration and sequential updating of a coupled hydrologic-hydraulic model using remote sensing-derived water stages
    • doi:10.5194/hess-13-367-2009
    • Montanari, M., Hostache, R., Matgen, P., Schumann, G., Pfis-ter, L., and Hoffmann, L.: Calibration and sequential updating of a coupled hydrologic-hydraulic model using remote sensing-derived water stages, Hydrol. Earth Syst. Sci., 13, 367-380, doi:10.5194/hess-13-367-2009, 2009.
    • (2009) Hydrol. Earth Syst. Sci. , vol.13 , pp. 367-380
    • Montanari, M.1    Hostache, R.2    Matgen, P.3    Schumann, G.4    Pfis-Ter, L.5    Hoffmann, L.6
  • 50
    • 84862772603 scopus 로고    scopus 로고
    • NDMA National Disaster Management Authority, Prime Minister's Secretariat, Government of Pakistan last access: 11 February,2011
    • NDMA: Pakistan floods relief, recovery and rehabilitation, National Disaster Management Authority, Prime Minister's Secretariat, Government of Pakistan, available at: http://www.pakistanfloods. pk/, last access: 11 February 2011, 2011.
    • (2011) Pakistan Floods Relief, Recovery and Rehabilitation
  • 51
    • 53149116779 scopus 로고    scopus 로고
    • Using MODIS data to characterize seasonal inundation patterns in the florida everglades
    • doi:10.1016/j.rse.2007.08.027
    • Ordoyne, C. and Friedl, M. A.: Using MODIS data to characterize seasonal inundation patterns in the Florida Everglades, Remote Sens. Environ., 112, 4107-4119, doi:10.1016/j.rse.2007.08.027, 2008.
    • (2008) Remote Sens. Environ. , vol.112 , pp. 4107-4119
    • Ordoyne, C.1    Friedl, M.A.2
  • 52
  • 53
    • 59849117139 scopus 로고    scopus 로고
    • Using ENVISAT ASAR global mode data for surface soil moisture retrieval over Oklahoma, USA
    • Pathe, C., Wagner, W., Sabel, D., Doubkova, M., and Basara, J. B.: Using ENVISAT ASAR Global Mode Data for Surface Soil Moisture Retrieval Over Oklahoma, USA, IEEE T. Geosci. Remote Sens., 47, 468-480, 2009.
    • (2009) IEEE T. Geosci. Remote Sens. , vol.47 , pp. 468-480
    • Pathe, C.1    Wagner, W.2    Sabel, D.3    Doubkova, M.4    Basara, J.B.5
  • 54
    • 59849120349 scopus 로고    scopus 로고
    • Optimization of soil hydraulic model parameters using synthetic aperture radar data: An integrated multidisciplinary approach
    • Pauwels, V. R. N., Balenzano, A., Satalino, G., Skriver, H., Ver-hoest, N. E. C., and Mattia, F.: Optimization of Soil Hydraulic Model Parameters Using Synthetic Aperture Radar Data: An Integrated Multidisciplinary Approach, IEEE T. Geosci. Remote Sens., 47, 455-467, 2009.
    • (2009) IEEE T. Geosci. Remote Sens. , vol.47 , pp. 455-467
    • Pauwels, V.R.N.1    Balenzano, A.2    Satalino, G.3    Skriver, H.4    Ver-Hoest, N.E.C.5    Mattia, F.6
  • 55
    • 34547763845 scopus 로고    scopus 로고
    • Global inundation dynamics inferred from multiple satellite observations 1993-2000
    • Prigent, C., Papa, F., Aires, F., Rossow, W. B., and Matthews, E.: Global inundation dynamics inferred from multiple satellite observations, 1993-2000, J. Geophys. Res., 112, 1-13, 2007.
    • (2007) J. Geophys. Res. , vol.112 , Issue.1-13
    • Prigent, C.1    Papa, F.2    Aires, F.3    Rossow, W.B.4    Matthews, E.5
  • 56
    • 70350441155 scopus 로고    scopus 로고
    • Progress in satellite remote sensing of ice sheets
    • doi:10.1177/0309133309346883
    • Quincey, D. and Luckman, A.: Progress in satellite remote sensing of ice sheets, Prog. Phys. Geog., 33, 547-567, doi:10.1177/0309133309346883, 2009.
    • (2009) Prog. Phys. Geog. , vol.33 , pp. 547-567
    • Quincey, D.1    Luckman, A.2
  • 58
    • 32944467431 scopus 로고    scopus 로고
    • Use of radar data to delineate palaeodrainage leading to the Kufra Oasis in the eastern Sahara
    • DOI 10.1016/j.jafrearsci.2005.10.012, PII S1464343X05001950, Remote Sensing Applications to Geological Problems in Africa
    • Robinson, C., El-Baz, F., Al-Saud, T., and Jeon, S.: Use of radar data to delineate palaeodrainage leading to the Kufra Oasis in the eastern Sahara, J. Afr. Earth Sci., 44, 229-240, 2006. (Pubitemid 43257270)
    • (2006) Journal of African Earth Sciences , vol.44 , Issue.2 , pp. 229-240
    • Robinson, C.A.1    El-Baz, F.2    Al-Saud, T.3    Jeon, S.B.4
  • 59
    • 78650922411 scopus 로고    scopus 로고
    • Assessing drought probability for agricultural areas in Africa with coarse resolution remote sensing imagery
    • doi:10.1016/j.rse.2010.09.006
    • Rojas, O., Vrieling, A., and Rembold, F.: Assessing drought probability for agricultural areas in Africa with coarse resolution remote sensing imagery, Remote Sens. Environ., 115, 343-352, doi:10.1016/j.rse.2010.09.006, 2011.
    • (2011) Remote Sens. Environ. , vol.115 , pp. 343-352
    • Rojas, O.1    Vrieling, A.2    Rembold, F.3
  • 60
    • 34250758693 scopus 로고    scopus 로고
    • The potential of long-wavelength satellite-borne radar to support implementation of the Ramsar Wetlands Convention
    • DOI 10.1002/aqc.835
    • Rosenqvist, A., Finlayson, C. M., Lowry, J., and Taylor, D.: The potential of long-wavelength satellite-borne radar to support implementation of the Ramsar Wetlands Convention, Aquatic Con-serv: Mar. Freshw. Ecosyst., 17, 229-244, doi:10.1002/aqc.835, 2007. (Pubitemid 46953481)
    • (2007) Aquatic Conservation: Marine and Freshwater Ecosystems , vol.17 , Issue.3 , pp. 229-244
    • Rosenqvist, A.1    Finlayson, C.M.2    Lowry, J.3    Taylor, D.4
  • 61
    • 34250303986 scopus 로고    scopus 로고
    • Detecting temporal changes in the extent of annual flooding within the cambodia and the vietnamese mekong delta from MODIS time-series imagery
    • Sakamoto, T., Van Nguyen, N., Kotera, A., Ohno, H., Ishitsuka, N., and Yokozawa, M.: Detecting temporal changes in the extent of annual flooding within the Cambodia and the Vietnamese Mekong Delta from MODIS time-series imagery, Remote Sens. Environ., 109, 259-313, 2007.
    • (2007) Remote Sens. Environ. , vol.109 , pp. 259-313
    • Sakamoto, T.1    Van Nguyen, N.2    Kotera, A.3    Ohno, H.4    Ishitsuka, N.5    Yokozawa, M.6
  • 62
    • 4344637231 scopus 로고    scopus 로고
    • Application of remote sensing in flood management with special reference to monsoon Asia: A review
    • DOI 10.1023/B:NHAZ.0000037035.65105.95
    • Sanyal, J. and Lu, X. X.: Application of Remote Sensing in Flood Management with Special Reference to Monsoon Asia: A Review, Nat. Hazards, 33, 283-301, 2004. (Pubitemid 39142427)
    • (2004) Natural Hazards , vol.33 , Issue.2 , pp. 283-301
    • Sanyal, J.1    Lu, X.X.2
  • 64
    • 0031076284 scopus 로고    scopus 로고
    • The use of mul-tifrequency and polarimetric SIR-C/X-SAR Data in geologic studies of bir safsaf, Egypt
    • Schaber, G. G., McCauley, J. F., and Breed, C. S.: The Use of Mul-tifrequency and Polarimetric SIR-C/X-SAR Data in Geologic Studies of Bir Safsaf, Egypt, Remote Sens. Environ., 59, 336-363, 1997.
    • (1997) Remote Sens. Environ. , vol.59 , pp. 336-363
    • Schaber, G.G.1    McCauley, J.F.2    Breed, C.S.3
  • 65
    • 79951797463 scopus 로고    scopus 로고
    • Increased flood risk linked to global warming
    • doi:10.1038/470316a
    • Schiermeier, Q.: Increased flood risk linked to global warming, Nature, 470, 316, doi:10.1038/470316a, 2011.
    • (2011) Nature , vol.470 , Issue.316
    • Schiermeier, Q.1
  • 66
    • 77950642001 scopus 로고    scopus 로고
    • Satellite microwave remote sensing of North Eurasian inundation dynamics: Development of coarse-resolution products and comparison with high-resolution synthetic aperture radar data
    • doi:10.1088/1748-9326/5/1/015003
    • Schroeder, R., Rawlins, M. A., McDonald, K. C., Podest, E., Zim-mermann, R., and Kueppers, M.: Satellite microwave remote sensing of North Eurasian inundation dynamics: development of coarse-resolution products and comparison with high-resolution synthetic aperture radar data, Environ. Res. Lett., 5, 015003, doi:10.1088/1748-9326/5/1/015003, 2010.
    • (2010) Environ. Res. Lett. , vol.5 , Issue.153
    • Schroeder, R.1    Rawlins, M.A.2    McDonald, K.C.3    Podest, E.4    Zim-Mermann, R.5    Kueppers, M.6
  • 67
    • 34548501801 scopus 로고    scopus 로고
    • Deriving distributed roughness values from satellite radar data for flood inundation modelling
    • DOI 10.1016/j.jhydrol.2007.06.024, PII S0022169407003861
    • Schumann, G., Matgen, P., Hoffmann, L., Hostache, R., Pappen-burger, F., and Pfister, L.: Deriving distributed roughness values from satellite radar data for flood inundation modelling, J. Hy-drol., 344, 96-111, 2007. (Pubitemid 47371130)
    • (2007) Journal of Hydrology , vol.344 , Issue.1-2 , pp. 96-111
    • Schumann, G.1    Matgen, P.2    Hoffmann, L.3    Hostache, R.4    Pappenberger, F.5    Pfister, L.6
  • 68
    • 27644484662 scopus 로고    scopus 로고
    • Soil moisture-runoff relation at the catchment scale as observed with coarse resolution microwave remote sensing
    • Scipal, K., Scheffler, C., and Wagner, W.: Soil moisture-runoff relation at the catchment scale as observed with coarse resolution microwave remote sensing, Hydrol. Earth Syst. Sci., 9, 173-183, doi:10.5194/hess-9-173-2005, 2005. (Pubitemid 41555704)
    • (2005) Hydrology and Earth System Sciences , vol.9 , Issue.3 , pp. 173-183
    • Scipal, K.1    Scheffler, C.2    Wagner, W.3
  • 69
    • 67651158828 scopus 로고    scopus 로고
    • Separation between water and land in SAR images using region-based level sets
    • Silveira, M. and Heleno, S.: Separation Between Water and Land in SAR Images Using Region-Based Level Sets, IEEE Geosci. Remote Sens. Lett., 6, 471-475, 2009.
    • (2009) IEEE Geosci. Remote Sens. Lett. , vol.6 , pp. 471-475
    • Silveira, M.1    Heleno, S.2
  • 70
    • 0032216175 scopus 로고    scopus 로고
    • Passive microwave observations of inundation area and the area/stage relation in the Amazon River floodplain
    • Sippel, S., Hamilton, S., Melack, J., and Novo, E.: Passive microwave observations of inundation area and the area/stage relation in the Amazon River floodplain, Int. J. Remote Sens., 19, 3055-3074, 1998. (Pubitemid 29123343)
    • (1998) International Journal of Remote Sensing , vol.19 , Issue.16 , pp. 3055-3074
    • Sippel, S.J.1    Hamilton, S.K.2    Melack, J.M.3    Novo, E.M.M.4
  • 71
    • 43449093420 scopus 로고    scopus 로고
    • A remote sensing driven distributed hydrological model of the Senegal River basin
    • Stisen, S., Jensen, K. H., Sandholt, I., and Grimes, D. I. F.: A remote sensing driven distributed hydrological model of the Senegal River basin, J. Hydrol., 354, 131-148, 2008.
    • (2008) J. Hydrol. , vol.354 , pp. 131-148
    • Stisen, S.1    Jensen, K.H.2    Sandholt, I.3    Grimes, D.I.F.4
  • 72
    • 70349327849 scopus 로고    scopus 로고
    • Quantification of the effects of land-cover-class spectral separability on the accuracy of markov-Random-field-based superresolution mapping, PISCATAWAY
    • Tolpekin, V. A., Stein, A., and Stein, A.: Quantification of the Effects of Land-Cover-Class Spectral Separability on the Accuracy of Markov-Random-Field-Based Superresolution Mapping, PISCATAWAY, IEEE T. Geosci. Remote Sens., 47, 3283-3297, 2009.
    • (2009) IEEE T. Geosci. Remote Sens. , vol.47 , pp. 3283-3297
    • Tolpekin, V.A.1    Stein, A.2    Stein, A.3
  • 74
    • 39749145163 scopus 로고    scopus 로고
    • Shape-based classification of spectrally identical objects
    • Van der Werff, H. M. A. and van der Meer, F. D.: Shape-based classification of spectrally identical objects, ISPRS J. Phoyogramm., 63, 251-258, 2007.
    • (2007) ISPRS J. Phoyogramm. , vol.63 , pp. 251-258
    • Van Der Werff, H.M.A.1    Van Der Meer, F.D.2
  • 75
    • 84865657941 scopus 로고    scopus 로고
    • Application of c-band synthetic aperture radar data and digital elevation model to evaluate the conditions of flood-affected paddies: Chi river basin, Thailand, in: Asian association on remote sensing
    • last access: 20 June,2011
    • Waisurasingha, C., Aniya, M., Hirano, A., Kamusoko, C., and Sommut, W.: Application of C-band Synthetic Aperture Radar Data and Digital Elevation Model to Evaluate the Conditions of Flood-Affected Paddies: Chi River Basin, Thailand, in: Asian Association on Remote Sensing, Proceedings ACRS 2007, available at: http://www.a-a-r-s.org/acrs/proceeding/ACRS2007/Papers/PS1.G5.4.pdf, last access: 20 June 2011, 2007.
    • (2007) Proceedings ACRS
    • Waisurasingha, C.1    Aniya, M.2    Hirano, A.3    Kamusoko, C.4    Sommut, W.5
  • 76
    • 81455152236 scopus 로고    scopus 로고
    • WBG Pakistan, The World Bank last access: 15 May, 2011
    • WBG: Pakistan Floods 2010: Preliminary Damage and Needs Assessment, in: Pakistan, The World Bank, available at: http://go. worldbank.org/OL97TLRN30, last access: 15 May 2011, 2011.
    • (2011) Pakistan Floods 2010: Preliminary Damage and Needs Assessment
  • 77
    • 17044377545 scopus 로고    scopus 로고
    • Monitoring the 1997 flood in the red river valley
    • Wilson, B. A. and Rashid, H.: Monitoring the 1997 flood in the Red River valley, Can. Geogr., 49, 100-109, 2005.
    • (2005) Can. Geogr. , vol.49 , pp. 100-109
    • Wilson, B.A.1    Rashid, H.2
  • 78
    • 36349035278 scopus 로고    scopus 로고
    • SAR sea-ice image analysis based on iterative region growing using semantics
    • DOI 10.1109/TGRS.2007.908876
    • Yu, Q. and Clausi, D.: SAR Sea-Ice Image Analysis Based on Iterative Region Growing Using Semantics, IEEE T. Geosci. Remote Sens., 45, 3919-3931, 2007. (Pubitemid 350157829)
    • (2007) IEEE Transactions on Geoscience and Remote Sensing , vol.45 , Issue.12 , pp. 3919-3931
    • Yu, Q.1    Clausi, D.A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.