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Volumn 6, Issue 8, 2014, Pages 7442-7462

A new method for modifying thresholds in the classification of tree models for mapping aquatic vegetation in taihu lake with satellite images

Author keywords

Aquatic vegetation; Classification tree; Remote sensing; Spectral feature; Wetlands

Indexed keywords

AQUATIC ECOSYSTEMS; CHARGE COUPLED DEVICES; CLASSIFICATION (OF INFORMATION); ECOSYSTEMS; LAKES; MAPPING; REMOTE SENSING; SATELLITES; VEGETATION; WETLANDS;

EID: 84997531380     PISSN: None     EISSN: 20724292     Source Type: Journal    
DOI: 10.3390/rs6087442     Document Type: Article
Times cited : (61)

References (38)
  • 1
    • 68149165921 scopus 로고    scopus 로고
    • Thresholds and stability of alternative regimes in shallow prairie-parkland lakes of Central North America
    • Zimmer, K.D.; Hanson, M.A.; Herwig, B.R.; Konsti, M.L. Thresholds and stability of alternative regimes in shallow prairie-parkland lakes of Central North America. Ecosystems 2009, 12, 843-852.
    • (2009) Ecosystems , vol.12 , pp. 843-852
    • Zimmer, K.D.1    Hanson, M.A.2    Herwig, B.R.3    Konsti, M.L.4
  • 2
    • 67349124405 scopus 로고    scopus 로고
    • Maximizing pollutant removal in constructed wetlands: Should we pay more attention to macrophyte species selection? Sci
    • Brisson, J.; Chazarenc, F. Maximizing pollutant removal in constructed wetlands: Should we pay more attention to macrophyte species selection? Sci. Total Environ. 2009, 407, 3923-3930.
    • (2009) Total Environ. , vol.407 , pp. 3923-3930
    • Brisson, J.1    Chazarenc, F.2
  • 3
    • 0035672807 scopus 로고    scopus 로고
    • Plants as ecosystem engineers in subsurface-flow treatment wetlands
    • Tanner, C. Plants as ecosystem engineers in subsurface-flow treatment wetlands. Water Sci. Technol. 2001, 44, 9-17.
    • (2001) Water Sci. Technol. , vol.44 , pp. 9-17
    • Tanner, C.1
  • 4
    • 0037370806 scopus 로고    scopus 로고
    • A mass balance assessment of the contribution of floating-leaved macrophytes in nutrient stocks in an eutrophic macrophyte-dominated lake
    • Marion, L.C.; Paillisson, J.-M. A mass balance assessment of the contribution of floating-leaved macrophytes in nutrient stocks in an eutrophic macrophyte-dominated lake. Aquat. Bot. 2003, 75, 249-260.
    • (2003) Aquat. Bot. , vol.75 , pp. 249-260
    • Marion, L.C.1    Paillisson, J.-M.2
  • 5
    • 79551543491 scopus 로고    scopus 로고
    • Positive feedbacks in seagrass ecosystems-Evidence from large-scale empirical data
    • Van der Heide, T.; van Nes, E.H.; van Katwijk, M.M.; Olff, H.; Smolders, A.J. Positive feedbacks in seagrass ecosystems-Evidence from large-scale empirical data. PLoS One 2011, doi:10.1371/journal.pone.0016504.
    • (2011) PLoS One
    • Van der Heide, T.1    van Nes, E.H.2    van Katwijk, M.M.3    Olff, H.4    Smolders, A.J.5
  • 6
    • 0027948021 scopus 로고
    • Mapping aquatic macrophytes through digital image analysis of aerial photographs: An assessment
    • Marshall, T.R.; Lee, P. Mapping aquatic macrophytes through digital image analysis of aerial photographs: An assessment. J. Aquat. Plant Manag. 1994, 32, 61-66.
    • (1994) J. Aquat. Plant Manag. , vol.32 , pp. 61-66
    • Marshall, T.R.1    Lee, P.2
  • 7
    • 0031465230 scopus 로고    scopus 로고
    • Airborne remote sensing of macrophytes in Cefni Reservoir, Anglesey, UK
    • Malthus, T.; George, D. Airborne remote sensing of macrophytes in Cefni Reservoir, Anglesey, UK. Aquat. Bot. 1997, 58, 317-332.
    • (1997) Aquat. Bot. , vol.58 , pp. 317-332
    • Malthus, T.1    George, D.2
  • 9
    • 75449096561 scopus 로고    scopus 로고
    • Use of textural measurements to map invasive wetland plants in the Hudson River National Estuarine Research Reserve with IKONOS satellite imagery
    • Laba, M.; Blair, B.; Downs, R.; Monger, B.; Philpot, W.; Smith, S.; Sullivan, P.; Baveye, P.C. Use of textural measurements to map invasive wetland plants in the Hudson River National Estuarine Research Reserve with IKONOS satellite imagery. Remote Sens. Environ. 2010, 114, 876-886.
    • (2010) Remote Sens. Environ. , vol.114 , pp. 876-886
    • Laba, M.1    Blair, B.2    Downs, R.3    Monger, B.4    Philpot, W.5    Smith, S.6    Sullivan, P.7    Baveye, P.C.8
  • 10
    • 67349140907 scopus 로고    scopus 로고
    • Identification and mapping of submerged plants in a shallow lake using quickbird satellite data
    • Dogan, O.K.; Akyurek, Z.; Beklioglu, M. Identification and mapping of submerged plants in a shallow lake using quickbird satellite data. J. Environ. Manag. 2009, 90, 2138-2143.
    • (2009) J. Environ. Manag. , vol.90 , pp. 2138-2143
    • Dogan, O.K.1    Akyurek, Z.2    Beklioglu, M.3
  • 11
    • 84880301950 scopus 로고    scopus 로고
    • Analyzing fine-scale wetland composition using high resolution imagery and texture features
    • Szantoi, Z.; Escobedo, F.; Abd-Elrahman, A.; Smith, S.; Pearlstine, L. Analyzing fine-scale wetland composition using high resolution imagery and texture features. Int. J. Appl. Earth Obs. 2013, 23, 204-212.
    • (2013) Int. J. Appl. Earth Obs. , vol.23 , pp. 204-212
    • Szantoi, Z.1    Escobedo, F.2    Abd-Elrahman, A.3    Smith, S.4    Pearlstine, L.5
  • 12
    • 67349171855 scopus 로고    scopus 로고
    • Mapping wetlands in the Lower Mekong Basin for wetland resource and conservation management using Landsat ETM images and field survey data
    • MacAlister, C.; Mahaxay, M. Mapping wetlands in the Lower Mekong Basin for wetland resource and conservation management using Landsat ETM images and field survey data. J. Environ. Manag. 2009, 90, 2130-2137.
    • (2009) J. Environ. Manag. , vol.90 , pp. 2130-2137
    • MacAlister, C.1    Mahaxay, M.2
  • 13
    • 33645009632 scopus 로고    scopus 로고
    • Assessment of changes in the seagrass-dominated submerged vegetation of tropical Chwaka Bay (Zanzibar) using satellite remote sensing
    • Gullström, M.; Lundén, B.; Bodin, M.; Kangwe, J.; öhman, M.C.; Mtolera, M.S.; Björk, M. Assessment of changes in the seagrass-dominated submerged vegetation of tropical Chwaka Bay (Zanzibar) using satellite remote sensing. Estuar. Coast. Shelf Sci. 2006, 67, 399-408.
    • (2006) Estuar. Coast. Shelf Sci. , vol.67 , pp. 399-408
    • Gullström, M.1    Lundén, B.2    Bodin, M.3    Kangwe, J.4    Öhman, M.C.5    Mtolera, M.S.6    Björk, M.7
  • 14
    • 74349113700 scopus 로고    scopus 로고
    • Wetland monitoring using classification trees and SPOT-5 seasonal time series
    • Davranche, A.; Lefebvre, G.; Poulin, B. Wetland monitoring using classification trees and SPOT-5 seasonal time series. Remote Sens. Environ. 2010, 114, 552-562.
    • (2010) Remote Sens. Environ. , vol.114 , pp. 552-562
    • Davranche, A.1    Lefebvre, G.2    Poulin, B.3
  • 15
    • 84879175142 scopus 로고    scopus 로고
    • Spatio-Temporal variability of aquatic vegetation in Taihu lake over the past 30 years
    • Zhao, D.; Lv, M.; Jiang, H.; Cai, Y.; Xu, D.; An, S. Spatio-Temporal variability of aquatic vegetation in Taihu lake over the past 30 years. PLoS One 2013, doi:10.1371/journal.pone.0066365.
    • (2013) PLoS One
    • Zhao, D.1    Lv, M.2    Jiang, H.3    Cai, Y.4    Xu, D.5    An, S.6
  • 16
    • 84866508961 scopus 로고    scopus 로고
    • Artificial regulation of water level and its effect on aquatic macrophyte distribution in Taihu Lake
    • Zhao, D.; Jiang, H.; Cai, Y.; An, S. Artificial regulation of water level and its effect on aquatic macrophyte distribution in Taihu Lake. PLoS One 2012, doi:10.1371/journal.pone.0044836.
    • (2012) PLoS One
    • Zhao, D.1    Jiang, H.2    Cai, Y.3    An, S.4
  • 17
    • 0032458249 scopus 로고    scopus 로고
    • Remote sensing techniques adapted to high resolution mapping of tropical coastal marine ecosystems (coral reefs, seagrass beds and mangrove)
    • Chauvaud, S.; Bouchon, C.; Maniere, R. Remote sensing techniques adapted to high resolution mapping of tropical coastal marine ecosystems (coral reefs, seagrass beds and mangrove). Int. J. Remote Sens. 1998, 19, 3625-3639.
    • (1998) Int. J. Remote Sens. , vol.19 , pp. 3625-3639
    • Chauvaud, S.1    Bouchon, C.2    Maniere, R.3
  • 18
    • 33845754355 scopus 로고    scopus 로고
    • Mapping wetlands and riparian areas using Landsat ETM+ imagery and decision-tree-based models
    • Baker, C.; Lawrence, R.; Montagne, C.; Patten, D. Mapping wetlands and riparian areas using Landsat ETM+ imagery and decision-tree-based models. Wetlands 2006, 26, 465-474.
    • (2006) Wetlands , vol.26 , pp. 465-474
    • Baker, C.1    Lawrence, R.2    Montagne, C.3    Patten, D.4
  • 19
    • 47049117404 scopus 로고    scopus 로고
    • Detecting aquatic vegetation changes in Taihu Lake, China using multi-temporal satellite imagery
    • Ma, R.; Duan, H.; Gu, X.; Zhang, S. Detecting aquatic vegetation changes in Taihu Lake, China using multi-temporal satellite imagery. Sensors 2008, 8, 3988-4005.
    • (2008) Sensors , vol.8 , pp. 3988-4005
    • Ma, R.1    Duan, H.2    Gu, X.3    Zhang, S.4
  • 20
    • 80855139468 scopus 로고    scopus 로고
    • Remote sensing of aquatic vegetation distribution in Taihu Lake using an improved classification tree with modified thresholds
    • Zhao, D.; Jiang, H.; Yang, T.; Cai, Y.; Xu, D.; An, S. Remote sensing of aquatic vegetation distribution in Taihu Lake using an improved classification tree with modified thresholds. J. Environ. Manag. 2012, 95, 98-107.
    • (2012) J. Environ. Manag. , vol.95 , pp. 98-107
    • Zhao, D.1    Jiang, H.2    Yang, T.3    Cai, Y.4    Xu, D.5    An, S.6
  • 21
    • 4544369306 scopus 로고    scopus 로고
    • An unbiased method for constructing multilabel classification trees
    • Noh, H.G.; Song, M.S.; Park, S.H. An unbiased method for constructing multilabel classification trees. Comput.Stat. Data Anal. 2004, 47, 149-164.
    • (2004) Comput.Stat. Data Anal. , vol.47 , pp. 149-164
    • Noh, H.G.1    Song, M.S.2    Park, S.H.3
  • 22
    • 84867026809 scopus 로고    scopus 로고
    • A method for application of classification tree models to map aquatic vegetation using remotely sensed images from different sensors and dates
    • Jiang, H.; Zhao, D.; Cai, Y.; An, S. A method for application of classification tree models to map aquatic vegetation using remotely sensed images from different sensors and dates. Sensors 2012, 12, 12437-12454.
    • (2012) Sensors , vol.12 , pp. 12437-12454
    • Jiang, H.1    Zhao, D.2    Cai, Y.3    An, S.4
  • 23
    • 0023529048 scopus 로고
    • Satellite remote sensing of Australian rangelands
    • Graetz, R. Satellite remote sensing of Australian rangelands. Remote Sens. Environ. 1987, 23, 313-331.
    • (1987) Remote Sens. Environ. , vol.23 , pp. 313-331
    • Graetz, R.1
  • 24
    • 70350591971 scopus 로고    scopus 로고
    • Spatial distribution characteristics and ecological significance of alkaline phosphatase in water column of Taihu Lake
    • Lu, N.; Hu, W.; Deng, J.; Zhai, S.; Chen, X.; Zhou, X. Spatial distribution characteristics and ecological significance of alkaline phosphatase in water column of Taihu Lake. Environ. Sci. 2009, 30, 2898-2903.
    • (2009) Environ. Sci. , vol.30 , pp. 2898-2903
    • Lu, N.1    Hu, W.2    Deng, J.3    Zhai, S.4    Chen, X.5    Zhou, X.6
  • 27
    • 0029708893 scopus 로고    scopus 로고
    • A decision tree classifier design for high-dimensional data with limited training samples
    • Remote Sensing for a Sustainable Future (IGARSS '96), Lincoln, NE, USA, 27-31 May
    • Tadjudin, S.; Landgrebe, D.A. A decision tree classifier design for high-dimensional data with limited training samples. In Proceedings of the International Geoscience and Remote Sensing Symposium 1996, Remote Sensing for a Sustainable Future (IGARSS '96), Lincoln, NE, USA, 27-31 May 1996; pp. 790-792.
    • (1996) In Proceedings of the International Geoscience and Remote Sensing Symposium 1996 , pp. 790-792
    • Tadjudin, S.1    Landgrebe, D.A.2
  • 28
    • 0036094212 scopus 로고    scopus 로고
    • Phenological differences in Tasseled Cap indices improve deciduous forest classification
    • Dymond, C.C.; Mladenoff, D.J.; Radeloff, V.C. Phenological differences in Tasseled Cap indices improve deciduous forest classification. Remote Sens. Environ. 2002, 80, 460-472.
    • (2002) Remote Sens. Environ. , vol.80 , pp. 460-472
    • Dymond, C.C.1    Mladenoff, D.J.2    Radeloff, V.C.3
  • 29
    • 12344255236 scopus 로고    scopus 로고
    • Comparison of time series tasseled cap wetness and the normalized difference moisture index in detecting forest disturbances
    • Jin, S.; Sader, S.A. Comparison of time series tasseled cap wetness and the normalized difference moisture index in detecting forest disturbances. Remote Sens. Environ. 2005, 94, 364-372.
    • (2005) Remote Sens. Environ. , vol.94 , pp. 364-372
    • Jin, S.1    Sader, S.A.2
  • 30
    • 46349097213 scopus 로고    scopus 로고
    • Using classification and NDVI differencing methods for monitoring sparse vegetation coverage: A case study of saltcedar in Nevada, USA
    • Pu, R.; Gong, P.; Tian, Y.; Miao, X.; Carruthers, R.I.; Anderson, G.L. Using classification and NDVI differencing methods for monitoring sparse vegetation coverage: A case study of saltcedar in Nevada, USA. Int. J. Remote Sens. 2008, 29, 3987-4011.
    • (2008) Int. J. Remote Sens. , vol.29 , pp. 3987-4011
    • Pu, R.1    Gong, P.2    Tian, Y.3    Miao, X.4    Carruthers, R.I.5    Anderson, G.L.6
  • 32
    • 33749048045 scopus 로고    scopus 로고
    • Satellite remote sensing of freshwater macrophytes and the influence of water clarity
    • Nelson, S.A.C.; Cheruvelil, K.S.; Soranno, P.A. Satellite remote sensing of freshwater macrophytes and the influence of water clarity. Aquat. Bot. 2006, 85, 289-298.
    • (2006) Aquat. Bot. , vol.85 , pp. 289-298
    • Nelson, S.A.C.1    Cheruvelil, K.S.2    Soranno, P.A.3
  • 35
    • 84865812909 scopus 로고    scopus 로고
    • Evaluation of remote sensing algorithms for cyanobacterial pigment retrievals during spring bloom formation in several lakes of East China
    • Duan, H.; Ma, R.; Hu, C. Evaluation of remote sensing algorithms for cyanobacterial pigment retrievals during spring bloom formation in several lakes of East China. Remote Sens. Environ. 2012, 126, 126-135.
    • (2012) Remote Sens. Environ. , vol.126 , pp. 126-135
    • Duan, H.1    Ma, R.2    Hu, C.3
  • 37
    • 77956877567 scopus 로고    scopus 로고
    • Methodology, evaluation, and feasibility study of total phosphorus removal management measures in Lake George and nearby lakes
    • Reisinger, D.L.; Brabham, M.; Schmidt, M.F.; Victor, P.R.; Schwartz, L. Methodology, evaluation, and feasibility study of total phosphorus removal management measures in Lake George and nearby lakes. Fla. Water Resour. J. 2008, 60, 42-50.
    • (2008) Fla. Water Resour. J. , vol.60 , pp. 42-50
    • Reisinger, D.L.1    Brabham, M.2    Schmidt, M.F.3    Victor, P.R.4    Schwartz, L.5
  • 38
    • 77953139935 scopus 로고    scopus 로고
    • Can multiple harvest of aboveground biomass enhance removal of trace elements in constructed wetlands receiving municipal sewage? Ecol
    • Vymazal, J.; Kröpfelová, L.; Švehla, J.; Štíchová, J. Can multiple harvest of aboveground biomass enhance removal of trace elements in constructed wetlands receiving municipal sewage? Ecol. Eng. 2010, 36, 939-945.
    • (2010) Eng. , vol.36 , pp. 939-945
    • Vymazal, J.1    Kröpfelová, L.2    Švehla, J.3    Štíchová, J.4


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