Monitoring the change of urban wetland using high spatial resolution remote sensing data

References

• Andréfouët , S. , Kramer , P. , Pulliza , D.T. , Joyce , K.E. , Hochberg , E.J. , Pérez , R.G. , Mumby , P.J. , Riegl , B. , Yamano , H. , White , W.H. , Zubia , M. , Brock , J.C. , Phinn , S.R. , Naseer , A. , Hatcher , B.G. and Karger , F.E.M. 2003 . Multi-site evaluation of IKONOS data for classification of tropical coral reef environments . Remote Sensing of Environment , 88 : 128 – 143 .
   Web of Science ®Google Scholar
• Antos , M.J. , Ehmke , G.C. , Tzaros , C.L. and Weston , M.A. 2007 . Unauthorised human use of an urban coastal wetland sanctuary: current and future patterns . Landscape and Urban Planning , 80 : 173 – 183 .
   Web of Science ®Google Scholar
• Bannari , A. , Pacheco , A. , Staenz , K. , McNairn , H. and Omari , K. 2006 . Estimating and mapping crop residues cover on agricultural lands using hyperspectral and IKONOS data . Remote Sensing of Environment , 104 : 447 – 459 .
   Web of Science ®Google Scholar
• Becker , B.L. , Lusch , D.P. and Qi , J. 2007 . A classification-based assessment of the optimal spectral and spatial resolutions for Great Lakes coastal wetland imagery . Remote Sensing of Environment , 108 : 111 – 120 .
   Web of Science ®Google Scholar
• Blaschke , T. , Lang , S. , Lorup , E. , Strobl , J. and Zeil , P. 2000 . “ Object-oriented image processing in an integrated GIS/remote sensing environment and perspectives for environmental applications ” . In Environmental Information for Planning, Politics, and Public II Edited by: Cremers , A. and Greve , K. 555 – 570 . Metropolis, Marburg
   Google Scholar
• Browder , A.J. , May , L.N. Jr , Rosenthal , A. , Gosselink , J.G. and Baumann , R.H. 1989 . Modeling future trends in wetlands loss and brown shrimp production in Louisiana using thematic mapper imagery . Remote Sensing of Environment , 28 : 45 – 59 .
   Web of Science ®Google Scholar
• Chan , J.C. , Chan , K. and Yeh , A.G. 2001 . Detecting the nature of change in an urban environment: a comparison of machine learning algorithms . Photogrammetric Engineering and Remote Sensing , 67 : 213 – 225 .
   Web of Science ®Google Scholar
• Chen , J. 2003 . Study on the fragility of eco-environment of wetland on the edge of the city – using the Xixi Wetland in Hangzhou as an example . Bulletin of Science and Technology [in Chinese] , 19 : 395 – 398 .
   Google Scholar
• Chen , J. and Xu , C. 2006 . Study on the tourism environmental capacity of wetland on the edge of the city – using Xixi National Wetland Park in Hangzhou as an example . Bulletin of Science and Technology [in Chinese] , 22 : 714 – 718 .
   Google Scholar
• Cheng , Q. and Wu , X. 2006 . Landscape pattern change and its driving forces in Xixi National Wetland Park since 1993 . Chinese Journal of Applied Ecology , 17 : 1677 – 1682 .
   Google Scholar
• Cihlar , J. 2000 . Land cover mapping of large areas from satellites: status and research priorities . International Journal of Remote Sensing , 21 : 1093 – 1114 .
   Web of Science ®Google Scholar
• Congalton , R.G. 1991 . A review of assessing the accuracy of classifications of remote sensed data . Remote Sensing of Environment , 37 : 35 – 46 .
   Web of Science ®Google Scholar
• Congalton , R.G. , Birch , K. , Jones , R. and Schriever , J. 2002 . Evaluating remotely sensed techniques for mapping riparian vegetation . Computers and Electronics in Agriculture , 37 : 113 – 126 .
   Web of Science ®Google Scholar
• Costa , M.P.F. and Telmer , K.H. 2006 . Utilizing SAR imagery and aquatic vegetation to map fresh and brackish lakes in the Brazilian Pantanal wetland . Remote Sensing of Environment , 105 : 204 – 213 .
   Web of Science ®Google Scholar
• Cózar , A. , García , C.M. , Gálvez , J.A. , Loiselle , S.A. , Bracchini , L. and Cognetta , A. 2005 . Remote sensing imagery analysis of the lacustrine system of Ibera wetland (Argentina) . Ecological Modelling , 186 : 29 – 41 .
   Web of Science ®Google Scholar
• Dial , G. , Bowen , H. , Gerlach , F. , Grodecki , J. and Oleszczuk , R. 2003 . IKONOS satellite, imagery, and products . Remote Sensing of Environment , 88 : 23 – 36 .
   Web of Science ®Google Scholar
• Dwivedi , R.S. and Rao , B.R.M. 1999 . Mapping wetlands of the Sundaban Delta and its environs using ERS-1 SAR data . International Journal of Remote Sensing , 20 : 223 – 247 .
   Web of Science ®Google Scholar
• Ehrenfeld , J.G. 2000 . Evaluating wetlands within an urban context . Ecological Engineering , 15 : 253 – 265 .
   Web of Science ®Google Scholar
• Fuller , R.M. , Smith , G.M. and Devereux , B.J. 2003 . The characterization and measurement of land cover change through remote sensing: problems in operational applications . International Journal of Applied Earth Observation and Geoinformation , 4 : 243 – 253 .
   Google Scholar
• Galvaò , L.S. , Filho , W. , Abdon , M.M. , Novo , E.M.M.L. , Silva , J.S.V. and Ponzoni , F.J. 2003 . Spectral reflectance characterization of shallow lakes from the Brazilian Pantanal wetlands with field and airborne hyperspectral data . International Journal of Remote Sensing , 24 : 409 – 412 .
   Web of Science ®Google Scholar
• González , J.A. , Docampo , M.L.G. and Guerrero , I.C. 2006 . The application of new technologies in construction: Inventory and characterisation of rural constructions using the Ikonos satellite image . Building and Environment , 41 : 174 – 183 .
   Web of Science ®Google Scholar
• Grayson , J.E. , Chapman , M.G. and Underwood , A.J. 1999 . The assessment of restoration of habitat in urban wetlands . Landscape and Urban Planning , 43 : 227 – 236 .
   Web of Science ®Google Scholar
• Green , E.P. , Mumby , P.J. , Edwards , A.J. and Clark , C.D. 1996 . A review of remote sensing for the assessment and management of tropical coastal resources . Coastal Management , 21 : 1 – 40 .
   Web of Science ®Google Scholar
• Jensen , J.R. , Qiu , F. and Patterson , K. 2001 . A neural network image interpretation system to extract rural and urban land use and land cover information from remote sensor data . Geocarto International , 16 : 1 – 10 .
   Google Scholar
• Jiang , H. , Liu , S. , Sun , P. , An , S. , Zhou , G. , Li , C. , Wang , J. , Yu , H. and Tian , X. 2004a . The influence of vegetation type on the hydrological process at the landscape scale . Canadian Journal of Remote Sensing , 30 : 743 – 763 .
   Web of Science ®Google Scholar
• Jiang , H. , Strittholt , J.R. , Frost , P.A. and Slosser , N.C. 2004b . The classification of late seral forests in the Pacific Northwest, USA using Landsat ETM+ imagery . Remote Sensing of Environment , 91 : 320 – 331 .
   Web of Science ®Google Scholar
• Jin , X. and Davis , C.H. 2007 . Vehicle detection from high-resolution satellite imagery using morphological shared-weight neural networks . Image and Vision Computing , 25 : 1422 – 1431 .
   Web of Science ®Google Scholar
• Kashaigili , J.J. , Mbilinyi , B.P. , McCartney , M. and Mwanuzi , F.L. 2006 . Dynamics of Usangu plains wetlands: use of remote sensing and GIS as management decision tools . Physics and Chemistry of the Earth , 31 : 967 – 975 .
   Web of Science ®Google Scholar
• Kayitakire , F. , Hamel , C. and Defourny , F. 2006 . Retrieving forest structure variables based on image texture analysis and IKONOS-2 imagery . Remote Sensing of Environment , 102 : 390 – 401 .
   Web of Science ®Google Scholar
• Keramitsoglou , I. , Sarimveis , H. , Kiranoudis , C.T. , Kontoes , C. , Sifakis , N. and Fitoka , E. 2006 . The performance of pixel window algorithms in the classification of habitats using VHSR imagery . ISPRS Journal of Photogrammetry and Remote Sensing , 60 : 225 – 238 .
   Web of Science ®Google Scholar
• Kleinod , K. , Wissen , M. and Bock , M. 2005 . Detecting vegetation changes in a wetland area in Northern Germany using earth observation and geodata . Journal for Nature Conservation , 13 : 115 – 125 .
   Google Scholar
• Lachowski , H. , Maus , P. , Golden , M. , Johnson , J. , Landrum , V. , Powell , J. , Varner , V. , Wirth , T. and Gonzales , J. 1996 . Guidelines for the Use of Digital Imagery for Vegetation Mapping , US Department of Agriculture . Forest Service, Engineering Report EM-7140-25
   Google Scholar
• Li , J. and Narayanan , R.M. 2004 . Integrated spectral and spatial information mining in remote sensing imagery . IEEE Transactions on Geoscience and Remote Sensing , 42 : 673 – 685 .
   Web of Science ®Google Scholar
• Li , R. and Rong , L. 2007 . Ecotourism carrying capacity of Hangzhou Xixi national wetland park in China . Chinese Journal of Applied Ecology , 18 : 2301 – 2307 .
   Google Scholar
• Lillesand , T.M. and Kiefer , R.W. 2000 . Remote Sensing and Image Interpretation , 4th , New York, NY : John Wiley and Sons . andedn
   Google Scholar
• Lu , D. , Mausel , P. , Brondízio , E. and Moran , E. 2004 . Change detection techniques . International Journal of Remote Sensing , 25 : 2365 – 2407 .
   Web of Science ®Google Scholar
• Lyon , J.G. 1993 . Practical Handbook for Wetland Identification and Delineation , Ann Arbor, MI : Lewis Publishers .
   Google Scholar
• Mas , J.F. 1999 . Monitoring land-cover changes: a comparison of change detection techniques . International Journal of Remote Sensing , 20 : 139 – 152 .
   Web of Science ®Google Scholar
• Mathieu , R. , Freeman , C. and Aryal , J. 2007 . Mapping private gardens in urban areas using object-oriented techniques and very high-resolution satellite imagery . Landscape and Urban Planning , 81 : 179 – 192 .
   Web of Science ®Google Scholar
• McCaffrey , T.M. and Franklin , S.E. 1993 . Automated training site selection for large-area remote-sensing image analysis . Computers and Geosciences , 19 : 1413 – 1428 .
   Web of Science ®Google Scholar
• McCoy , J. and Johnston , K. 2001 . Using ArcGIS™ Spatial Analyst , Redlands, CA : ESRI Press .
   Google Scholar
• Mesev , V. 2005 . Identification and characterization of urban building patterns using IKONOS imagery and point-based postal data . Computers, Environment and Urban Systems , 29 : 541 – 557 .
   Google Scholar
• Mouat , D.A. , Mahin , G.G. and Lancaster , J. 1993 . Remote sensing techniques in the analysis of change detection . Geocarto International , 2 : 39 – 50 .
   Google Scholar
• Mumby , P.J. and Edwards , A.J. 2002 . Mapping marine environments with IKONOS imagery: enhanced spatial resolution can deliver greater thematic accuracy . Remote Sensing of Environment , 82 : 248 – 257 .
   Web of Science ®Google Scholar
• Munyati , C. 2000 . Wetland change detection on the Kafue Flats, Zambia, by classification of a multitemporal remote sensing image dataset . International Journal of Remote Sensing , 21 : 1787 – 1806 .
   Web of Science ®Google Scholar
• Nichol , J. and Wong , M.S. 2005 . Modeling urban environmental quality in a tropical city . Landscape and Urban Planning , 73 : 49 – 58 .
   Web of Science ®Google Scholar
• Nichol , J.E. , Shaker , A. and Wong , M.S. 2006 . Application of high-resolution stereo satellite images to detailed landslide hazard assessment . Geomorphology , 76 : 68 – 75 .
   Web of Science ®Google Scholar
• Opheim , T. 1997 . Wetland losses continue but have slowed . National Wetlands Newsletter , 19 : 7 – 9 .
   Google Scholar
• Pengra , B.W. , Johnston , C.A. and Loveland , T.R. 2007 . Mapping an invasive plant, Phragmites australis, in coastal wetlands using the EO-1 Hyperion hyperspectral sensor . Remote Sensing of Environment , 108 : 74 – 81 .
   Web of Science ®Google Scholar
• Pohl , C. and Van Genderen , J.L. 1998 . Multisensor image fusion in remote sensing: concepts, methods, and applications . International Journal of Remote Sensing , 19 : 823 – 854 .
   Web of Science ®Google Scholar
• Porter , D.U. , Gosz , J.R. , Molles , M.C. and Scuderi , L.A. 1998 . Lighting, precipitation and vegetation at landscape scale . Landscape Ecology , 13 : 203 – 214 .
   Web of Science ®Google Scholar
• Qian , Y. , Qiu , F. , Chang , J. and Zhang , K. 2007 . Visualization-informed noise elimination and its application in processing high-spatial-resolution remote sensing imagery . Computers and Geosciences , 34 : 35 – 52 .
   Web of Science ®Google Scholar
• Rao , B.R.M. , Dwivedi , R.S. and Kushwaha , S.P.S. 1999 . Monitoring the spatial extent of coastal wetlands using ERS-1 SAR data . International Journal of Remote Sensing , 20 : 2509 – 2517 .
   Web of Science ®Google Scholar
• Reimold , R.J. 1994 . “ Wetlands functions and values ” . In Applied Wetlands Science and Technology , Edited by: Kent , D.M. 55 – 78 . London, , UK : Lewis Publishers .
   Google Scholar
• Roshier , D.A. and Rumbachs , R.M. 2004 . Broad-scale mapping of temporary wetlands in arid Australia . Journal of Arid Environments , 56 : 249 – 263 .
   Web of Science ®Google Scholar
• Rosso , P.H. , Ustin , S.L. and Hastings , A. 2005 . Mapping marshland vegetation of San Francisco Bay, California, using hyperspectral data . International Journal of Remote Sensing , 26 : 5169 – 5191 .
   Web of Science ®Google Scholar
• Sawaya , K.E. , Olmanson , L.G. , Heinert , N.J. , Brezonik , P.L. and Bauer , M.E. 2003 . Extending satellite remote sensing to local scales: land and water resource monitoring using high-resolution imagery . Remote Sensing of Environment , 88 : 144 – 156 .
   Web of Science ®Google Scholar
• Schmid , T. , Koch , M. , Gumuzzio , J. and Mather , P.M. 2004 . A spectral library for a semi-arid wetland and its application to studies of wetland degradation using hyperspectral and multispectral data . International Journal of Remote Sensing , 25 : 2485 – 2496 .
   Web of Science ®Google Scholar
• Schmidt , K.S. and Skidmore , A.K. 2003 . Spectral discrimination of vegetation types in a coastal wetland . Remote Sensing of Environment , 85 : 92 – 108 .
   Web of Science ®Google Scholar
• Serra , P. , Pons , X. and Sauri , D. 2003 . Post-classification change detection with data from different sensors: some accuracy considerations . International Journal of Remote Sensing , 24 : 3311 – 3340 .
   Web of Science ®Google Scholar
• Shanmugam , P. , Ahn , Y. and Sanjeevi , S. 2006 . A comparison of the classification of wetland characteristics by linear spectral mixture modelling and traditional hard classifiers on multispectral remotely sensed imagery in southern India . Ecological Modeling , 194 : 379 – 394 .
   Web of Science ®Google Scholar
• Shao , X. , Wu , M. and Jiang , K. 2007 . Distribution and ecological risk assessment of heavy metal elements in soils of Xixi wetland . Wetland Science [in Chinese] , 5 : 253 – 259 .
   Google Scholar
• Singh , A. 1989 . Digital change detection techniques using remotely-sensed data . International Journal of Remote Sensing , 10 : 989 – 1003 .
   Web of Science ®Google Scholar
• Smith , M.G. , Spencer , T. , Murray , A.L. and French , J.R. 1998 . Assessing seasonal vegetation change in coastal wetlands with airborne remote sensing: an outline methodology . Mangroves Salt Marshes , 2 : 15 – 28 .
   Google Scholar
• Smith , J.H. , Wickham , J.D. , Stehman , S.V. and Yang , L. 2002 . Impacts of patch size and land-cover heterogeneity on thematic image classification accuracy . Photogrammetric Engineering and Remote Sensing , 68 : 65 – 70 .
   Web of Science ®Google Scholar
• Soudani , K. , François , C. , Maire , G.L. , Dantec , V.L. and Dufrêne , E. 2006 . Comparative analysis of IKONOS, SPOT, and ETM+ data for leaf area index estimation in temperate coniferous and deciduous forest stands . Remote Sensing of Environment , 102 : 161 – 175 .
   Web of Science ®Google Scholar
• Thenkabail , P.S. , Enclona , E.A. , Ashton , M.S. , Legg , C. and Dieu , M.J.D. 2004 . Hyperion, IKONOS, ALI, and ETM+ sensors in the study of African rainforests . Remote Sensing of Environment , 90 : 23 – 43 .
   Web of Science ®Google Scholar
• Us Department of Agriculture . 1997 . Agricultural Resources and Environmental Indicators , 1996 – 1997 . Washington : US Department of Agriculture .
   Google Scholar
• Verhoeven , J.T.A. , Arheimer , B. , Yin , C. and Hefting , M.M. 2006 . Regional and global concerns over wetlands and water quality . TRENDS in Ecology and Evolution , 21 : 96 – 103 .
   PubMed Web of Science ®Google Scholar
• Wayman , J.P. , Wynne , R.H. , Scrivani , J.A. and Reams , G.A. 2001 . Landsat TM-based forest area estimation using iterative guided spectral class rejection . Photogrammetric Engineering and Remote Sensing , 67 : 1155 – 1166 .
   Web of Science ®Google Scholar
• Wilson , E.H. and Sader , S.A. 2002 . Detection of forest harvest type using multiple dates of Landsat TM imagery . Remote Sensing of Environment , 80 : 385 – 396 .
   Web of Science ®Google Scholar
• World Resources Institute . 1987 . World Resources , New York : Basic Book Inc. .
   Google Scholar
• Wright , C. and Gallant , A. 2007 . Improved wetland remote sensing in Yellowstone National Park using classification trees to combine TM imagery and ancillary environmental data . Remote Sensing of Environment , 107 : 582 – 605 .
   Web of Science ®Google Scholar
• Yu , M. , Wu , J. , Xu , J. and Shi , J. 2007 . Studies on the changes of landscape patterns of Hangzhou Xixi wetland in 15 years . Bulletin of Science and Technology [in Chinese] , 23 : 320 – 325 .
   Google Scholar
• Yuan , D. , Elvidge , C.D. and Lunetta , R.S. 1998 . “ Survey of multispectral methods for land cover change analysis ” . In Remote Sensing Change Detection: Environmental Monitoring Methods and Applications , 21 – 39 . Ann Arbor, MI : Ann Arbor Press .
   Google Scholar
• Yue , T.X. , Xu , B. and Liu , J.Y. 2004 . A patch connectivity index and its change in relation to new wetland at the Yellow River Delta . International Journal of Remote Sensing , 25 : 4617 – 4628 .
   Web of Science ®Google Scholar
• Zhang , Q. , Wang , J. , Gong , P. and Shi , P. 2003 . Study of urban spatial patterns from SPOT panchromatic imagery using textural analysis . International Journal of Remote Sensing , 24 : 4137 – 4160 .
   Web of Science ®Google Scholar
• Zhang , X. , Ge , Y. , Ye , Z. , Pan , H. , Yang , W. , Zhang , J. , Gao , Z. and Chang , J. 2006 . A comparison of the physioecological characteristics of four kinds of plants between a constructed wetland and Xixi wetland . Wetland Science [in Chinese] , 4 : 138 – 144 .
   Google Scholar
• Zhang , S. , Wang , Z. and Zhang , J. 2007 . Analysis of landscape ecological features on watershed wetland and application of landscape characteristics index: illustrated with Yanshan river watershed and Xixi wetland in Hangzhou . Journal of Zhejiang University (Engineering Science) [in Chinese] , 41 : 1053 – 1060 .
   Google Scholar