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Volumn 9, Issue 8, 2017, Pages

Automated quantification of surface water inundation in wetlands using optical satellite imagery

Author keywords

Inundation; Landsat; Sub pixel water fraction; Wetland

Indexed keywords

AUTOMATION; FLOODS; MEAN SQUARE ERROR; PIXELS; SATELLITE IMAGERY; VEGETATION; WETLANDS;

EID: 85028321072     PISSN: None     EISSN: 20724292     Source Type: Journal    
DOI: 10.3390/rs9080807     Document Type: Article
Times cited : (92)

References (102)
  • 2
    • 84900443682 scopus 로고    scopus 로고
    • Tracking wetland loss to improve evidence-based wetland policy learning and decision making
    • Clare, S.; Creed, I.F. Tracking wetland loss to improve evidence-based wetland policy learning and decision making. Wetl. Ecol. Manag. 2014, 22, 235-245
    • (2014) Wetl. Ecol. Manag , vol.22 , pp. 235-245
    • Clare, S.1    Creed, I.F.2
  • 5
    • 44449145976 scopus 로고    scopus 로고
    • Characterizing hydrodynamics on boreal landscapes using archived synthetic aperture radar imagery
    • Sass, G.Z.; Creed, I.F. Characterizing hydrodynamics on boreal landscapes using archived synthetic aperture radar imagery. Hydrol. Process. 2008, 22, 1687-1699
    • (2008) Hydrol. Process , vol.22 , pp. 1687-1699
    • Sass, G.Z.1    Creed, I.F.2
  • 6
    • 84978891189 scopus 로고    scopus 로고
    • Hydrology of Prairie Wetlands: Understanding the Integrated Surface-Water and Groundwater Processes
    • Hayashi, M.; van der Kamp, G.; Rosenberry, D.O. Hydrology of Prairie Wetlands: Understanding the Integrated Surface-Water and Groundwater Processes. Wetlands 2016, 36, 237-254
    • (2016) Wetlands , vol.36 , pp. 237-254
    • Hayashi, M.1    van der Kamp, G.2    Rosenberry, D.O.3
  • 7
    • 64549145414 scopus 로고    scopus 로고
    • Predicting export of dissolved organic carbon from forested catchments in glaciated landscapes with shallow soils
    • Creed, I.F.; Beall, F.D.; Clair, T.A.; Dillon, P.J.; Hesslein, R.H. Predicting export of dissolved organic carbon from forested catchments in glaciated landscapes with shallow soils. Glob. Biogeochem. Cycles 2008, 22
    • (2008) Glob. Biogeochem. Cycles , pp. 22
    • Creed, I.F.1    Beall, F.D.2    Clair, T.A.3    Dillon, P.J.4    Hesslein, R.H.5
  • 8
    • 72149116730 scopus 로고    scopus 로고
    • Distributed topographic indicators for predicting nitrogen export from headwater catchments
    • Creed, I.F.; Beall, F.D. Distributed topographic indicators for predicting nitrogen export from headwater catchments. Water Resour. Res. 2009, 45
    • (2009) Water Resour. Res , pp. 45
    • Creed, I.F.1    Beall, F.D.2
  • 9
    • 84897914158 scopus 로고    scopus 로고
    • Searching for similarity in topographic controls on carbon, nitrogen and phosphorus export from forested headwater catchments
    • Mengistu, S.G.; Creed, I.F.; Webster, K.L.; Enanga, E.; Beall, F.D. Searching for similarity in topographic controls on carbon, nitrogen and phosphorus export from forested headwater catchments. Hydrol. Process. 2014, 28, 3201-3216
    • (2014) Hydrol. Process , vol.28 , pp. 3201-3216
    • Mengistu, S.G.1    Creed, I.F.2    Webster, K.L.3    Enanga, E.4    Beall, F.D.5
  • 12
    • 84905270468 scopus 로고    scopus 로고
    • Surface water inundation in the boreal-Arctic: Potential impacts on regional methane emissions
    • Watts, J.D.; Kimball, J.S.; Bartsch, A.; McDonald, K.C. Surface water inundation in the boreal-Arctic: Potential impacts on regional methane emissions. Environ. Res. Lett. 2014, 9
    • (2014) Environ. Res. Lett , pp. 9
    • Watts, J.D.1    Kimball, J.S.2    Bartsch, A.3    McDonald, K.C.4
  • 14
    • 85010648872 scopus 로고    scopus 로고
    • High-resolution mapping of global surface water and its long-term changes
    • Pekel, J.-F.; Cottam, A.; Gorelick, N.; Belward, A.S. High-resolution mapping of global surface water and its long-term changes. Nature 2016, 1-19
    • (2016) Nature , pp. 1-19
    • Pekel, J.-F.1    Cottam, A.2    Gorelick, N.3    Belward, A.S.4
  • 15
    • 84865430209 scopus 로고    scopus 로고
    • Opening the archive: How free data has enabled the science and monitoring promise of Landsat
    • Wulder, M.A.; Masek, J.G.; Cohen, W.B.; Loveland, T.R.; Woodcock, C.E. Opening the archive: How free data has enabled the science and monitoring promise of Landsat. Remote Sens. Environ. 2012, 122, 2-10
    • (2012) Remote Sens. Environ , vol.122 , pp. 2-10
    • Wulder, M.A.1    Masek, J.G.2    Cohen, W.B.3    Loveland, T.R.4    Woodcock, C.E.5
  • 18
    • 84959098217 scopus 로고    scopus 로고
    • A global, high-resolution (30-m) inland water body dataset for 2000: First results of a topographic-spectral classification algorithm
    • Feng, M.; Sexton, J.O.; Channan, S.; Townshend, J.R. A global, high-resolution (30-m) inland water body dataset for 2000: First results of a topographic-spectral classification algorithm. Int. J. Digit. Earth 2015, 8947, 1-21
    • (2015) Int. J. Digit. Earth , vol.8947 , pp. 1-21
    • Feng, M.1    Sexton, J.O.2    Channan, S.3    Townshend, J.R.4
  • 19
    • 84948767939 scopus 로고    scopus 로고
    • Development of a global ~90 m water body map using multi-temporal Landsat images
    • Yamazaki, D.; Trigg, M.A.; Ikeshima, D. Development of a global ~90 m water body map using multi-temporal Landsat images. Remote Sens. Environ. 2015, 171, 337-351
    • (2015) Remote Sens. Environ , vol.171 , pp. 337-351
    • Yamazaki, D.1    Trigg, M.A.2    Ikeshima, D.3
  • 21
    • 84977596101 scopus 로고    scopus 로고
    • Development and Evaluation of a Multi-Year Fractional SurfaceWater Data Set Derived from Active/Passive Microwave Remote Sensing Data
    • Schroeder, R.; McDonald, K.; Chapman, B.; Jensen, K.; Podest, E.; Tessler, Z.; Bohn, T.; Zimmermann, R. Development and Evaluation of a Multi-Year Fractional SurfaceWater Data Set Derived from Active/Passive Microwave Remote Sensing Data. Remote Sens. 2015, 7, 16688-16732
    • (2015) Remote Sens , vol.7 , pp. 16688-16732
    • Schroeder, R.1    McDonald, K.2    Chapman, B.3    Jensen, K.4    Podest, E.5    Tessler, Z.6    Bohn, T.7    Zimmermann, R.8
  • 22
    • 84920998201 scopus 로고    scopus 로고
    • Development of a global inundation map at high spatial resolution from topographic downscaling of coarse-scale remote sensing data
    • Fluet-Chouinard, E.; Lehner, B.; Rebelo, L.M.; Papa, F.; Hamilton, S.K. Development of a global inundation map at high spatial resolution from topographic downscaling of coarse-scale remote sensing data. Remote Sens. Environ. 2015, 158, 348-361
    • (2015) Remote Sens. Environ , vol.158 , pp. 348-361
    • Fluet-Chouinard, E.1    Lehner, B.2    Rebelo, L.M.3    Papa, F.4    Hamilton, S.K.5
  • 23
    • 84872246315 scopus 로고    scopus 로고
    • Automated mapping of water bodies using Landsat multispectral data
    • Verpoorter, C.; Kutser, T.; Tranvik, L.J. Automated mapping of water bodies using Landsat multispectral data. Limnol. Oceanogr. Methods 2012, 10, 1037-1050
    • (2012) Limnol. Oceanogr. Methods , vol.10 , pp. 1037-1050
    • Verpoorter, C.1    Kutser, T.2    Tranvik, L.J.3
  • 24
    • 84866914955 scopus 로고    scopus 로고
    • Satellite Microwave remote sensing of contrasting surface water inundation changes within the Arctic-Boreal Region
    • Watts, J.D.; Kimball, J.S.; Jones, L.A.; Schroeder, R.; McDonald, K.C. Satellite Microwave remote sensing of contrasting surface water inundation changes within the Arctic-Boreal Region. Remote Sens. Environ. 2012, 127, 223-236
    • (2012) Remote Sens. Environ , vol.127 , pp. 223-236
    • Watts, J.D.1    Kimball, J.S.2    Jones, L.A.3    Schroeder, R.4    McDonald, K.C.5
  • 25
    • 84983748438 scopus 로고    scopus 로고
    • Quantifying Surface Water Dynamics at 30 Meter Spatial Resolution in the North American High Northern Latitudes 1991-2011
    • Carroll, M.; Wooten, M.; DiMiceli, C.; Sohlberg, R.; Kelly, M. Quantifying Surface Water Dynamics at 30 Meter Spatial Resolution in the North American High Northern Latitudes 1991-2011. Remote Sens. 2016, 8
    • (2016) Remote Sens , pp. 8
    • Carroll, M.1    Wooten, M.2    DiMiceli, C.3    Sohlberg, R.4    Kelly, M.5
  • 27
    • 3242680641 scopus 로고    scopus 로고
    • Development and validation of a global database of lakes, reservoirs and wetlands
    • Lehner, B.; Döll, P. Development and validation of a global database of lakes, reservoirs and wetlands. J. Hydrol. 2004, 296, 1-22
    • (2004) J. Hydrol , vol.296 , pp. 1-22
    • Lehner, B.1    Döll, P.2
  • 28
    • 84942540473 scopus 로고    scopus 로고
    • Efficient wetland surface water detection and monitoring via landsat: Comparison with in situ data from the everglades depth estimation network
    • Jones, J.W. Efficient wetland surface water detection and monitoring via landsat: Comparison with in situ data from the everglades depth estimation network. Remote Sens. 2015, 7, 12503-12538
    • (2015) Remote Sens , vol.7 , pp. 12503-12538
    • Jones, J.W.1
  • 29
    • 0030136491 scopus 로고    scopus 로고
    • The use of the Normalized Difference Water Index (NDWI) in the delineation of open water features
    • McFeeters, S.K. The use of the Normalized Difference Water Index (NDWI) in the delineation of open water features. Int. J. Remote Sens. 1996, 17, 1425-1432
    • (1996) Int. J. Remote Sens , vol.17 , pp. 1425-1432
    • McFeeters, S.K.1
  • 30
    • 33747136902 scopus 로고    scopus 로고
    • Modification of normalised difference water index (NDWI) to enhance open water features in remotely sensed imagery
    • Xu, H. Modification of normalised difference water index (NDWI) to enhance open water features in remotely sensed imagery. Int. J. Remote Sens. 2006, 27, 3025-3033
    • (2006) Int. J. Remote Sens , vol.27 , pp. 3025-3033
    • Xu, H.1
  • 31
    • 84884256674 scopus 로고    scopus 로고
    • AutomatedWater Extraction Index: A new technique for surface water mapping using Landsat imagery
    • Feyisa, G.L.; Meilby, H.; Fensholt, R.; Proud, S.R. AutomatedWater Extraction Index: A new technique for surface water mapping using Landsat imagery. Remote Sens. Environ. 2014, 140, 23-35
    • (2014) Remote Sens. Environ , vol.140 , pp. 23-35
    • Feyisa, G.L.1    Meilby, H.2    Fensholt, R.3    Proud, S.R.4
  • 32
    • 85019663871 scopus 로고    scopus 로고
    • Automated Subpixel Surface Water Mapping from Heterogeneous Urban Environments Using Landsat 8 OLI Imagery
    • Xie, H.; Luo, X.; Xu, X.; Pan, H.; Tong, X. Automated Subpixel Surface Water Mapping from Heterogeneous Urban Environments Using Landsat 8 OLI Imagery. Remote Sens. 2016, 8
    • (2016) Remote Sens , pp. 8
    • Xie, H.1    Luo, X.2    Xu, X.3    Pan, H.4    Tong, X.5
  • 33
    • 84962604320 scopus 로고    scopus 로고
    • Surface water extent dynamics from three decades of seasonally continuous Landsat time series at subcontinental scale in a semi-arid region
    • Tulbure, M.G.; Broich, M.; Stehman, S.V.; Kommareddy, A. Surface water extent dynamics from three decades of seasonally continuous Landsat time series at subcontinental scale in a semi-arid region. Remote Sens. Environ. 2016, 178, 142-157
    • (2016) Remote Sens. Environ , vol.178 , pp. 142-157
    • Tulbure, M.G.1    Broich, M.2    Stehman, S.V.3    Kommareddy, A.4
  • 34
    • 85019702194 scopus 로고    scopus 로고
    • Long-Term Monitoring of the Flooding Regime and Hydroperiod of Doñana Marshes with Landsat Time Series (1974-2014)
    • Díaz-Delgado, R.; Aragonés, D.; Afán, I.; Bustamante, J. Long-Term Monitoring of the Flooding Regime and Hydroperiod of Doñana Marshes with Landsat Time Series (1974-2014). Remote Sens. 2016, 8
    • (2016) Remote Sens , pp. 8
    • Díaz-Delgado, R.1    Aragonés, D.2    Afán, I.3    Bustamante, J.4
  • 35
    • 84875264300 scopus 로고    scopus 로고
    • Spatiotemporal dynamic of surface water bodies using Landsat time-series data from 1999 to 2011
    • Tulbure, M.G.; Broich, M. Spatiotemporal dynamic of surface water bodies using Landsat time-series data from 1999 to 2011. ISPRS J. Photogramm. Remote Sens. 2013, 79, 44-52
    • (2013) ISPRS J. Photogramm. Remote Sens , vol.79 , pp. 44-52
    • Tulbure, M.G.1    Broich, M.2
  • 36
    • 84954468335 scopus 로고    scopus 로고
    • Landsat water index methods for automated water classification in eastern Australia
    • Fisher, A.; Flood, N.; Danaher, T. Landsat water index methods for automated water classification in eastern Australia. Remote Sens. Environ. 2016, 175, 167-182
    • (2016) Remote Sens. Environ , vol.175 , pp. 167-182
    • Fisher, A.1    Flood, N.2    Danaher, T.3
  • 37
    • 77951788882 scopus 로고    scopus 로고
    • A self-trained classification technique for producing 30 m percent-water maps from Landsat data
    • Rover, J.;Wylie, B.K.; Ji, L. A self-trained classification technique for producing 30 m percent-water maps from Landsat data. Int. J. Remote Sens. 2010, 31, 2197-2203
    • (2010) Int. J. Remote Sens , vol.31 , pp. 2197-2203
    • Rover, J.1    Wylie, B.K.2    Ji, L.3
  • 38
    • 84995814265 scopus 로고    scopus 로고
    • Patterns and drivers for wetland connections in the Prairie Pothole Region, United States
    • Vanderhoof, M.K.; Christensen, J.R.; Alexander, L.C. Patterns and drivers for wetland connections in the Prairie Pothole Region, United States. Wetl. Ecol. Manag. 2016, 25, 275-297
    • (2016) Wetl. Ecol. Manag , vol.25 , pp. 275-297
    • Vanderhoof, M.K.1    Christensen, J.R.2    Alexander, L.C.3
  • 39
    • 84882659985 scopus 로고    scopus 로고
    • Global, 30-m resolution continuous fields of tree cover: Landsat-based rescaling of MODIS Vegetation Continuous Fields with lidar-based estimates of error
    • Sexton, J.O.; Song, X.-P.; Feng, M.; Noojipady, P.; Anand, A.; Huang, C.; Kim, D.-H.; Collins, K.M.; Channan, S.; Dimiceli, C.; et al. Global, 30-m resolution continuous fields of tree cover: Landsat-based rescaling of MODIS Vegetation Continuous Fields with lidar-based estimates of error. Int. J. Digit. Earth 2013, 8947
    • (2013) Int. J. Digit. Earth , pp. 8947
    • Sexton, J.O.1    Song, X.-P.2    Feng, M.3    Noojipady, P.4    Anand, A.5    Huang, C.6    Kim, D.-H.7    Collins, K.M.8    Channan, S.9    Dimiceli, C.10
  • 40
    • 84869865583 scopus 로고    scopus 로고
    • Urban growth of the Washington, D.C.-Baltimore, MD metropolitan region from 1984 to 2010 by annual, Landsat-based estimates of impervious cover
    • Sexton, J.O.; Song, X.-P.; Huang, C.; Channan, S.; Baker, M.E.; Townshend, J.R. Urban growth of the Washington, D.C.-Baltimore, MD metropolitan region from 1984 to 2010 by annual, Landsat-based estimates of impervious cover. Remote Sens. Environ. 2013, 129, 42-53
    • (2013) Remote Sens. Environ , vol.129 , pp. 42-53
    • Sexton, J.O.1    Song, X.-P.2    Huang, C.3    Channan, S.4    Baker, M.E.5    Townshend, J.R.6
  • 41
    • 84888420724 scopus 로고    scopus 로고
    • Wetland inundation mapping and change monitoring using Landsat and airborne LiDAR data
    • Huang, C.; Peng, Y.; Lang, M.W.; Yeo, I.Y.; McCarty, G.Wetland inundation mapping and change monitoring using Landsat and airborne LiDAR data. Remote Sens. Environ. 2014, 141, 231-242
    • (2014) Remote Sens Environ , vol.141 , pp. 231-242
    • Huang, C.1    Peng, Y.2    Lang, M.W.3    Yeo, I.Y.4    McCarty, G.5
  • 42
    • 84959020642 scopus 로고    scopus 로고
    • Reconstructing semi-arid wetland surface water dynamics through spectral mixture analysis of a time series of Landsat satellite images (1984-2011)
    • Halabisky, M.; Moskal, L.M.; Gillespie, A.; Hannam, M. Reconstructing semi-arid wetland surface water dynamics through spectral mixture analysis of a time series of Landsat satellite images (1984-2011). Remote Sens. Environ. 2016, 177, 171-183
    • (2016) Remote Sens. Environ , vol.177 , pp. 171-183
    • Halabisky, M.1    Moskal, L.M.2    Gillespie, A.3    Hannam, M.4
  • 43
    • 84874644948 scopus 로고    scopus 로고
    • A new short-wave infrared (SWIR) method for quantitative water fraction derivation and evaluation with EOS/MODIS and landsat/TM data
    • Li, S.; Sun, D.; Yu, Y.; Csiszar, I.; Stefanidis, A.; Goldberg, M.D. A new short-wave infrared (SWIR) method for quantitative water fraction derivation and evaluation with EOS/MODIS and landsat/TM data. IEEE Trans. Geosci. Remote Sens. 2013, 51, 1852-1862
    • (2013) IEEE Trans. Geosci. Remote Sens , vol.51 , pp. 1852-1862
    • Li, S.1    Sun, D.2    Yu, Y.3    Csiszar, I.4    Stefanidis, A.5    Goldberg, M.D.6
  • 44
    • 85006356022 scopus 로고    scopus 로고
    • Monitoring of wetland inundation dynamics in the Delmarva Peninsula using Landsat time-series imagery from 1985 to 2011
    • Jin, H.; Huang, C.; Lang, M.W.; Yeo, I.-Y.; Stehman, S.V. Monitoring of wetland inundation dynamics in the Delmarva Peninsula using Landsat time-series imagery from 1985 to 2011. Remote Sens. Environ. 2017, 190, 26-41
    • (2017) Remote Sens. Environ , vol.190 , pp. 26-41
    • Jin, H.1    Huang, C.2    Lang, M.W.3    Yeo, I.-Y.4    Stehman, S.V.5
  • 45
    • 0344201902 scopus 로고    scopus 로고
    • Geographically isolated wetlands of the United States
    • Tiner, R.W. Geographically isolated wetlands of the United States. Wetlands 2003, 23, 494-516
    • (2003) Wetlands , vol.23 , pp. 494-516
    • Tiner, R.W.1
  • 46
    • 81355146760 scopus 로고    scopus 로고
    • Topographically based spatially averaging of SAR data improves performance of soil moisture models
    • Gala, T.S.; Aldred, D.A.; Carlyle, S.; Creed, I.F. Topographically based spatially averaging of SAR data improves performance of soil moisture models. Remote Sens. Environ. 2011, 115, 3507-3516
    • (2011) Remote Sens. Environ , vol.115 , pp. 3507-3516
    • Gala, T.S.1    Aldred, D.A.2    Carlyle, S.3    Creed, I.F.4
  • 47
    • 70449564665 scopus 로고    scopus 로고
    • Mapping hydrologically sensitive areas on the Boreal Plain: A multitemporal analysis of ERS synthetic aperture radar data
    • Clark, R.B.; Creed, I.F.; Sass, G.Z. Mapping hydrologically sensitive areas on the Boreal Plain: A multitemporal analysis of ERS synthetic aperture radar data. Int. J. Remote Sens. 2009, 30, 2619-2635
    • (2009) Int. J. Remote Sens , vol.30 , pp. 2619-2635
    • Clark, R.B.1    Creed, I.F.2    Sass, G.Z.3
  • 49
    • 72449126136 scopus 로고    scopus 로고
    • Spatial Distribution of HistoricalWetland Classes on the Des Moines Lobe, Iowa
    • Miller, B.A.; Crumpton,W.G.; van der Valk, A.G. Spatial Distribution of HistoricalWetland Classes on the Des Moines Lobe, Iowa. Wetlands 2009, 29, 1146-1152
    • (2009) Wetlands , vol.29 , pp. 1146-1152
    • Miller, B.A.1    Crumpton, W.G.2    van der Valk, A.G.3
  • 50
    • 84964200216 scopus 로고    scopus 로고
    • Signatures of human impact: Size distributions and spatial organization of wetlands in the Prairie Pothole landscape
    • Van Meter, K.J.; Basu, N.B. Signatures of human impact: Size distributions and spatial organization of wetlands in the Prairie Pothole landscape. Ecol. Appl. 2015, 25, 451-465
    • (2015) Ecol. Appl , vol.25 , pp. 451-465
    • Van Meter, K.J.1    Basu, N.B.2
  • 51
    • 33750586426 scopus 로고    scopus 로고
    • Knowledge Gaps and Challenges in Wetlands under Climate Change in Canada
    • Bhatti, J.S., Lal, R., Apps, M.J., Price, M.A., Eds.; Taylor & Francis: Boca Raton, FL, USA
    • Warner, B.G.; Asada, T. Knowledge Gaps and Challenges in Wetlands under Climate Change in Canada. In Climate Change and Managed Ecosystems; Bhatti, J.S., Lal, R., Apps, M.J., Price, M.A., Eds.; Taylor & Francis: Boca Raton, FL, USA, 2006; pp. 355-374
    • (2006) Climate Change and Managed Ecosystems , pp. 355-374
    • Warner, B.G.1    Asada, T.2
  • 53
    • 84956807767 scopus 로고    scopus 로고
    • New mapping techniques to estimate the preferential loss of small wetlands on prairie landscapes
    • Serran, J.N.; Creed, I.F. New mapping techniques to estimate the preferential loss of small wetlands on prairie landscapes. Hydrol. Process. 2016, 30, 396-409
    • (2016) Hydrol. Process , vol.30 , pp. 396-409
    • Serran, J.N.1    Creed, I.F.2
  • 54
    • 84880139981 scopus 로고    scopus 로고
    • Hydrologic profiling for greenhouse gas effluxes from natural grasslands in the prairie pothole region of Canada
    • Creed, I.F.; Miller, J.; Aldred, D.; Adams, J.K.; Spitale, S.; Bourbonniere, R.A. Hydrologic profiling for greenhouse gas effluxes from natural grasslands in the prairie pothole region of Canada. J. Geophys. Res. Biogeosci. 2013, 118, 680-697
    • (2013) J. Geophys. Res. Biogeosci , vol.118 , pp. 680-697
    • Creed, I.F.1    Miller, J.2    Aldred, D.3    Adams, J.K.4    Spitale, S.5    Bourbonniere, R.A.6
  • 55
    • 84926621735 scopus 로고    scopus 로고
    • Geographically isolated wetlands are important biogeochemical reactors on the landscape
    • Marton, J.M.; Creed, I.F.; Lewis, D.B.; Lane, C.R.; Basu, N.B.; Cohen, M.J.; Craft, C.B. Geographically isolated wetlands are important biogeochemical reactors on the landscape. Bioscience 2015, 65, 408-418
    • (2015) Bioscience , vol.65 , pp. 408-418
    • Marton, J.M.1    Creed, I.F.2    Lewis, D.B.3    Lane, C.R.4    Basu, N.B.5    Cohen, M.J.6    Craft, C.B.7
  • 58
    • 85028299463 scopus 로고    scopus 로고
    • USDA conservation program and practice effects on wetland ecosystem services in the Prairie Pothole Region Source
    • Gleason, R.A.; Euliss, N.H.; Tangen, B.A.; Laubhan, M.K.; Browne, B.A. USDA conservation program and practice effects on wetland ecosystem services in the Prairie Pothole Region Source. Ecol. Appl. 2016, 21, S35-S81
    • (2016) Ecol. Appl , vol.21 , pp. S35-S81
    • Gleason, R.A.1    Euliss, N.H.2    Tangen, B.A.3    Laubhan, M.K.4    Browne, B.A.5
  • 59
    • 79958810270 scopus 로고    scopus 로고
    • Greenhouse gas emissions and carbon sequestration potential in restored wetlands of the Canadian prairie pothole region
    • Badiou, P.; McDougal, R.; Pennock, D.; Clark, B. Greenhouse gas emissions and carbon sequestration potential in restored wetlands of the Canadian prairie pothole region. Wetl. Ecol. Manag. 2011, 19, 237-256
    • (2011) Wetl. Ecol. Manag , vol.19 , pp. 237-256
    • Badiou, P.1    McDougal, R.2    Pennock, D.3    Clark, B.4
  • 60
    • 84878336525 scopus 로고    scopus 로고
    • A comparison of restored and natural wetlands as habitat for birds in the Prairie Pothole Region of Saskatchewan, Canada
    • Puchniak Begley, A.J.; Gray, B.T.; Paszkowski, C.A. A comparison of restored and natural wetlands as habitat for birds in the Prairie Pothole Region of Saskatchewan, Canada. Raffles Bull. Zool. 2012, 173-187
    • (2012) Raffles Bull. Zool , pp. 173-187
    • Puchniak Begley, A.J.1    Gray, B.T.2    Paszkowski, C.A.3
  • 61
    • 72449132799 scopus 로고    scopus 로고
    • Lidar intensity for improved detection of inundation below the forest canopy
    • Lang, M.W.; McCarty, G.W. Lidar intensity for improved detection of inundation below the forest canopy. Wetlands 2009, 29, 1166-1178
    • (2009) Wetlands , vol.29 , pp. 1166-1178
    • Lang, M.W.1    McCarty, G.W.2
  • 63
    • 33749254039 scopus 로고    scopus 로고
    • History of land cover change and biogeochemical impacts in the Choptank River basin in the mid-Atlantic region of the US
    • Fisher, T.R.; Benitez, J.A.; Lee, K.; Sutton, A.J. History of land cover change and biogeochemical impacts in the Choptank River basin in the mid-Atlantic region of the US. Int. J. Remote Sens. 2006, 27, 3683-3703
    • (2006) Int. J. Remote Sens , vol.27 , pp. 3683-3703
    • Fisher, T.R.1    Benitez, J.A.2    Lee, K.3    Sutton, A.J.4
  • 64
    • 84960345253 scopus 로고    scopus 로고
    • Carbon in Natural, Cultivated, and Restored Depressional Wetlands in the Mid-Atlantic Coastal Plain
    • Fenstermacher, D.E.; Rabenhorst, M.C.; Lang, M.W.; McCarty, G.W.; Needelman, B.A. Carbon in Natural, Cultivated, and Restored Depressional Wetlands in the Mid-Atlantic Coastal Plain. J. Environ. Qual. 2016, 45, 743-750
    • (2016) J. Environ. Qual , vol.45 , pp. 743-750
    • Fenstermacher, D.E.1    Rabenhorst, M.C.2    Lang, M.W.3    McCarty, G.W.4    Needelman, B.A.5
  • 65
    • 0034426926 scopus 로고    scopus 로고
    • Image and in situ data integration to derive sawgrass density for surface flow modelling in the Everglades, Florida, USA
    • Jones, J.W. Image and in situ data integration to derive sawgrass density for surface flow modelling in the Everglades, Florida, USA. Remote Sens. Hydrol. 2000, 2000, 507-512
    • (2000) Remote Sens. Hydrol , vol.2000 , pp. 507-512
    • Jones, J.W.1
  • 66
    • 84876166641 scopus 로고    scopus 로고
    • Wetland fire scar monitoring using Landsat Archive data for the Everglades
    • Jones, J.W.; Hall, A.; Smith, T.J.; Foster, A.Wetland fire scar monitoring using Landsat Archive data for the Everglades. Fire Ecol. 2013, 9, 133-150
    • (2013) Fire Ecol , vol.9 , pp. 133-150
    • Jones, J.W.1    Hall, A.2    Smith, T.J.3    Foster, A.4
  • 68
    • 20144374016 scopus 로고    scopus 로고
    • Utility of Penman-Monteith, Priestley-Taylor, reference evapotranspiration, and pan evaporation methods to estimate pasture evapotranspiration
    • Sumner, D.M.; Jacobs, J.M. Utility of Penman-Monteith, Priestley-Taylor, reference evapotranspiration, and pan evaporation methods to estimate pasture evapotranspiration. J. Hydrol. 2005, 308, 81-104
    • (2005) J. Hydrol , vol.308 , pp. 81-104
    • Sumner, D.M.1    Jacobs, J.M.2
  • 69
    • 0001901833 scopus 로고
    • Everglades Agriculture: Past, Present and Future
    • Davis, S.M., Ogden, J.C., Eds.; St. Lucie Press: Delray Beach, FL, USA
    • Snyder, G.H.; Davidson, J.M. Everglades Agriculture: Past, Present and Future. In Everglades: The Ecosystem and Its Restoration; Davis, S.M., Ogden, J.C., Eds.; St. Lucie Press: Delray Beach, FL, USA, 1994; pp. 85-115
    • (1994) Everglades: The Ecosystem and Its Restoration , pp. 85-115
    • Snyder, G.H.1    Davidson, J.M.2
  • 70
    • 85028300071 scopus 로고    scopus 로고
    • (accessed on 5 May 2017)
    • USACOE Comprehensive Everglades Restoration Plan (CERP). Available online: http://www.saj.usace. army.mil/Portals/44/docs/FactSheets/CERP_FS_March2015_revised.pdf (accessed on 5 May 2017)
  • 72
    • 84964645155 scopus 로고    scopus 로고
    • Preliminary analysis of the performance of the Landsat 8/OLI land surface reflectance product
    • Vermote, E.; Justice, C.; Claverie, M.; Franch, B. Preliminary analysis of the performance of the Landsat 8/OLI land surface reflectance product. Remote Sens. Environ. 2016, 185, 46-56
    • (2016) Remote Sens. Environ , vol.185 , pp. 46-56
    • Vermote, E.1    Justice, C.2    Claverie, M.3    Franch, B.4
  • 73
    • 84903937476 scopus 로고    scopus 로고
    • Automated cloud, cloud shadow, and snow detection in multitemporal Landsat data: An algorithm designed specifically for monitoring land cover change
    • Zhu, Z.;Woodcock, C.E. Automated cloud, cloud shadow, and snow detection in multitemporal Landsat data: An algorithm designed specifically for monitoring land cover change. Remote Sens. Environ. 2014, 152, 217-234
    • (2014) Remote Sens. Environ , vol.152 , pp. 217-234
    • Zhu, Z.1    Woodcock, C.E.2
  • 74
    • 84923804077 scopus 로고    scopus 로고
    • Improvement and expansion of the Fmask algorithm: Cloud, cloud shadow, and snow detection for Landsats 4-7, 8, and Sentinel 2 images
    • Zhu, Z.; Wang, S.; Woodcock, C.E. Improvement and expansion of the Fmask algorithm: Cloud, cloud shadow, and snow detection for Landsats 4-7, 8, and Sentinel 2 images. Remote Sens. Environ. 2015, 159, 269-277
    • (2015) Remote Sens. Environ , vol.159 , pp. 269-277
    • Zhu, Z.1    Wang, S.2    Woodcock, C.E.3
  • 76
    • 0018465733 scopus 로고
    • Red and photographic infrared linear combinations for monitoring vegetation
    • Tucker, C.J. Red and photographic infrared linear combinations for monitoring vegetation. Remote Sens. Environ. 1979, 8, 127-150
    • (1979) Remote Sens. Environ , vol.8 , pp. 127-150
    • Tucker, C.J.1
  • 77
    • 0022267176 scopus 로고
    • A TM Tasseled Cap equivalent transformation for reflectance factor data
    • Crist, E.P. A TM Tasseled Cap equivalent transformation for reflectance factor data. Remote Sens. Environ. 1985, 17, 301-306
    • (1985) Remote Sens. Environ , vol.17 , pp. 301-306
    • Crist, E.P.1
  • 78
    • 85028313767 scopus 로고    scopus 로고
    • (accessed on 11 July 2017)
    • Natural Resources Canada Regional, National and International Climate Modeling. Available online: https://cfs.nrcan.gc.ca/projects/3/2 (accessed on 11 July 2017)
  • 79
    • 53149121630 scopus 로고    scopus 로고
    • Assessment of C-band synthetic aperture radar data for mapping and monitoring Coastal Plain forested wetlands in the Mid-Atlantic Region, U.S.A
    • Lang, M.W.; Kasischke, E.S.; Prince, S.D.; Pittman, K.W. Assessment of C-band synthetic aperture radar data for mapping and monitoring Coastal Plain forested wetlands in the Mid-Atlantic Region, U.S.A. Remote Sens. Environ. 2008, 112, 4120-4130
    • (2008) Remote Sens. Environ , vol.112 , pp. 4120-4130
    • Lang, M.W.1    Kasischke, E.S.2    Prince, S.D.3    Pittman, K.W.4
  • 81
    • 85019915004 scopus 로고    scopus 로고
    • Mapping and Characterization of Hydrological Dynamics in a Coastal Marsh Using High Temporal Resolution Sentinel-1A Images
    • Cazals, C.; Rapinel, S.; Frison, P.-L.; Bonis, A.; Mercier, G.; Mallet, C.; Corgne, S.; Rudant, J.-P. Mapping and Characterization of Hydrological Dynamics in a Coastal Marsh Using High Temporal Resolution Sentinel-1A Images. Remote Sens. 2016, 8
    • (2016) Remote Sens , pp. 8
    • Cazals, C.1    Rapinel, S.2    Frison, P.-L.3    Bonis, A.4    Mercier, G.5    Mallet, C.6    Corgne, S.7    Rudant, J.-P.8
  • 82
    • 85028349856 scopus 로고    scopus 로고
    • (accessed on 17 July 2017)
    • South Florida Water Management District 2007-08 Miami-Dade 5-ft DEM, v1. Available online: http://apps.sfwmd.gov/gisapps/sfwmdxwebdc/dataview.asp?query=unq_id=2116 (accessed on 17 July 2017)
  • 83
    • 84860389851 scopus 로고    scopus 로고
    • Evidence of hydroperiod shortening in a preserved system of temporary ponds
    • Gómez-Rodríguez, C.; Bustamante, J.; Díaz-Paniagua, C. Evidence of hydroperiod shortening in a preserved system of temporary ponds. Remote Sens. 2010, 2, 1439-1462
    • (2010) Remote Sens , vol.2 , pp. 1439-1462
    • Gómez-Rodríguez, C.1    Bustamante, J.2    Díaz-Paniagua, C.3
  • 84
    • 84863726098 scopus 로고    scopus 로고
    • Multi-temporal sub-pixel landsat ETM+ classification of isolated wetlands in cuyahoga county, OHIO, USA
    • Frohn, R.C.; D'amico, E.; Lane, C.R.; Autrey, B.; Rhodus, J.; Liu, H. Multi-temporal sub-pixel landsat ETM+ classification of isolated wetlands in cuyahoga county, OHIO, USA. Wetlands 2012, 32, 289-299
    • (2012) Wetlands , vol.32 , pp. 289-299
    • Frohn, R.C.1    D'amico, E.2    Lane, C.R.3    Autrey, B.4    Rhodus, J.5    Liu, H.6
  • 85
    • 84897451869 scopus 로고    scopus 로고
    • Continuous field mapping of Mediterranean wetlands using sub-pixel spectral signatures and multi-temporal Landsat data
    • Reschke, J.; Hüttich, C. Continuous field mapping of Mediterranean wetlands using sub-pixel spectral signatures and multi-temporal Landsat data. Int. J. Appl. Earth Obs. Geoinf. 2014, 28, 220-229
    • (2014) Int. J. Appl. Earth Obs. Geoinf , vol.28 , pp. 220-229
    • Reschke, J.1    Hüttich, C.2
  • 86
    • 84907200652 scopus 로고    scopus 로고
    • Satellites: Make Earth observations open access
    • Wulder, M.A.; Coops, N.C. Satellites: Make Earth observations open access. Nature 2014, 513, 30-31
    • (2014) Nature , vol.513 , pp. 30-31
    • Wulder, M.A.1    Coops, N.C.2
  • 88
    • 84978517042 scopus 로고    scopus 로고
    • High-Resolution Satellite Data Open for Government Research
    • Neigh, C.; Nickeson, J. High-Resolution Satellite Data Open for Government Research. Eos Trans. Am. Geophys. Union 2013, 94, 121-123
    • (2013) Eos Trans. Am. Geophys. Union , vol.94 , pp. 121-123
    • Neigh, C.1    Nickeson, J.2
  • 90
    • 78549289539 scopus 로고    scopus 로고
    • Emerging global role of small lakes and ponds: Little things mean a lot
    • Downing, J.A. Emerging global role of small lakes and ponds: Little things mean a lot. Limnetica 2010, 29, 9-24
    • (2010) Limnetica , vol.29 , pp. 9-24
    • Downing, J.A.1
  • 91
    • 84907973172 scopus 로고    scopus 로고
    • A global inventory of lakes based on high-resolution satellite imagery
    • Verpoorter, C.; Kutser, T.; Seekell, D.A.; Tranvik, L.J. A global inventory of lakes based on high-resolution satellite imagery. Geophys. Res. Lett. 2014, 41, 6396-6402
    • (2014) Geophys. Res. Lett , vol.41 , pp. 6396-6402
    • Verpoorter, C.1    Kutser, T.2    Seekell, D.A.3    Tranvik, L.J.4
  • 93
    • 53649108441 scopus 로고    scopus 로고
    • Intergovernmental Panel on Climate Change: Geneve, Switzerland
    • Intergovernmental Panel on Climate Change (IPCC). Climate Change 2007 Synthesis Report; Intergovernmental Panel on Climate Change: Geneve, Switzerland, 2007
    • (2007) Climate Change 2007 Synthesis Report
  • 94
    • 84916893905 scopus 로고    scopus 로고
    • 5th ed John Wiley & Sons, Inc.: Hoboken, NJ, USA
    • Mitsch, W.J.; Gosselink, J.G. Wetlands, 5th ed.; John Wiley & Sons, Inc.: Hoboken, NJ, USA, 2015
    • (2015) Wetlands
    • Mitsch, W.J.1    Gosselink, J.G.2
  • 97
    • 33847189221 scopus 로고    scopus 로고
    • Hydrologic connectivity and the contribution of stream headwaters to ecological integrity at regional scales
    • Freeman, M.C.; Pringle, C.M.; Jackson, C.R. Hydrologic connectivity and the contribution of stream headwaters to ecological integrity at regional scales. J. Am. Water Resour. Assoc. 2007, 43, 5-14
    • (2007) J. Am. Water Resour. Assoc , vol.43 , pp. 5-14
    • Freeman, M.C.1    Pringle, C.M.2    Jackson, C.R.3
  • 98
    • 84945485558 scopus 로고    scopus 로고
    • Surface water network structure, landscape resistance to movement and flooding vital for maintaining ecological connectivity across Australia's largest river basin
    • Bishop-Taylor, R.; Tulbure, M.G.; Broich, M. Surface water network structure, landscape resistance to movement and flooding vital for maintaining ecological connectivity across Australia's largest river basin. Landsc. Ecol. 2015, 30, 2045-2065
    • (2015) Landsc. Ecol , vol.30 , pp. 2045-2065
    • Bishop-Taylor, R.1    Tulbure, M.G.2    Broich, M.3
  • 99
    • 84863987784 scopus 로고    scopus 로고
    • Enhanced detection of wetland-stream connectivity using lidar
    • Lang, M.W.; McDonough, O.; McCarty, G.; Oesterling, R.; Wilen, B. Enhanced detection of wetland-stream connectivity using lidar. Wetlands 2012, 32, 461-473
    • (2012) Wetlands , vol.32 , pp. 461-473
    • Lang, M.W.1    McDonough, O.2    McCarty, G.3    Oesterling, R.4    Wilen, B.5
  • 101
    • 77956175491 scopus 로고    scopus 로고
    • Multi-temporal monitoring of wetland water levels in the Florida Everglades using interferometric synthetic aperture radar (InSAR)
    • Hong, S.H.; Wdowinski, S.; Kim, S.W.; Won, J.S. Multi-temporal monitoring of wetland water levels in the Florida Everglades using interferometric synthetic aperture radar (InSAR). Remote Sens. Environ. 2010, 114, 2436-2447
    • (2010) Remote Sens. Environ , vol.114 , pp. 2436-2447
    • Hong, S.H.1    Wdowinski, S.2    Kim, S.W.3    Won, J.S.4
  • 102
    • 38349090485 scopus 로고    scopus 로고
    • Using C-band synthetic aperture radar data to monitor forested wetland hydrology in Maryland's coastal plain, USA
    • Lang, M.W.; Kasischke, E.S. Using C-band synthetic aperture radar data to monitor forested wetland hydrology in Maryland's coastal plain, USA. IEEE Trans. Geosci. Remote Sens. 2008, 46, 535-546
    • (2008) IEEE Trans. Geosci. Remote Sens , vol.46 , pp. 535-546
    • Lang, M.W.1    Kasischke, E.S.2


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