Classification mapping of salt marsh vegetation by flexible monthly NDVI time-series using Landsat imagery

Sun, Chao; Fagherazzi, Sergio; Liu, Yongxue

doi:10.1016/j.ecss.2018.08.007

Title: Classification mapping of salt marsh vegetation by flexible monthly NDVI time-series using Landsat imagery

Journal Article · 31 October 2018 · Estuarine Coastal and Shelf Science

DOI: https://doi.org/10.1016/j.ecss.2018.08.007 · OSTI ID:2279398

;

Not Available

View Accepted Manuscript (Publisher)

Cite

Export

Save

Sponsoring Organization:: USDOE

OSTI ID:: 2279398

Journal Information:: Estuarine Coastal and Shelf Science, Journal Name: Estuarine Coastal and Shelf Science Journal Issue: C Vol. 213; ISSN 0272-7714

Publisher:: ElsevierCopyright Statement

Country of Publication:: United Kingdom

Language:: English

References (56)

Simplifying decision trees Quinlan, J. R. International Journal of Human-Computer Studies, Vol. 51, Issue 2 https://doi.org/10.1006/ijhc.1987.0321	journal	August 1999
Using GIS to Generate Spatially Balanced Random Survey Designs for Natural Resource Applications Theobald, David M.; Stevens, Don L.; White, Denis Environmental Management, Vol. 40, Issue 1 https://doi.org/10.1007/s00267-005-0199-x	journal	May 2007
On the Relationship Between Sea Level and Spartina alterniflora Production Kirwan, Matthew L.; Christian, Robert R.; Blum, Linda K. Ecosystems, Vol. 15, Issue 1 https://doi.org/10.1007/s10021-011-9498-7	journal	November 2011
Saltmarshes Response to Human Activities on a Prograding Coast Revealed by a Dual-Scale Time-Series Strategy Sun, Chao; Liu, Yongxue; Zhao, Saishuai Estuaries and Coasts, Vol. 40, Issue 2 https://doi.org/10.1007/s12237-016-0157-2	journal	August 2016
Multi-temporal Sub-pixel Landsat ETM+ Classification of Isolated Wetlands in Cuyahoga County, Ohio, USA Frohn, Robert C.; D’Amico, Ellen; Lane, Charles Wetlands, Vol. 32, Issue 2 https://doi.org/10.1007/s13157-011-0254-8	journal	February 2012
Remote sensing and the measurement of geographical entities in a forested environment. 1. The scale and spatial aggregation problem Marceau, Danielle J.; Howarth, Philip J.; Gratton, Denis J. Remote Sensing of Environment, Vol. 49, Issue 2 https://doi.org/10.1016/0034-4257(94)90046-9	journal	August 1994
Multiple Criteria for Evaluating Machine Learning Algorithms for Land Cover Classification from Satellite Data DeFries, R. Remote Sensing of Environment, Vol. 74, Issue 3 https://doi.org/10.1016/S0034-4257(00)00142-5	journal	December 2000
Status of land cover classification accuracy assessment Foody, Giles M. Remote Sensing of Environment, Vol. 80, Issue 1 https://doi.org/10.1016/S0034-4257(01)00295-4	journal	April 2002
From space to species: ecological applications for remote sensing Kerr, Jeremy T.; Ostrovsky, Marsha Trends in Ecology & Evolution, Vol. 18, Issue 6 https://doi.org/10.1016/S0169-5347(03)00071-5	journal	June 2003
Expansion of Phragmites australis into tidal wetlands of North America Chambers, Randolph M.; Meyerson, Laura A.; Saltonstall, Kristin Aquatic Botany, Vol. 64, Issue 3-4 https://doi.org/10.1016/S0304-3770(99)00055-8	journal	September 1999
Interactions between river stage and wetland vegetation detected with a Seasonality Index derived from LANDSAT images in the Apalachicola delta, Florida la Cecilia, Daniele; Toffolon, Marco; Woodcock, Curtis E. Advances in Water Resources, Vol. 89 https://doi.org/10.1016/j.advwatres.2015.12.019	journal	March 2016
Tidal regime, salinity and salt marsh plant zonation Silvestri, Sonia; Defina, Andrea; Marani, Marco Estuarine, Coastal and Shelf Science, Vol. 62, Issue 1-2 https://doi.org/10.1016/j.ecss.2004.08.010	journal	January 2005
Multi-seasonal spectral characteristics analysis of coastal salt marsh vegetation in Shanghai, China Gao, Z. G.; Zhang, L. Q. Estuarine, Coastal and Shelf Science, Vol. 69, Issue 1-2 https://doi.org/10.1016/j.ecss.2006.04.016	journal	August 2006
Analysis, synthesis and modelling of high-resolution observations of salt-marsh eco-geomorphological patterns in the Venice lagoon Marani, Marco; Belluco, Enrica; Ferrari, Sergio Estuarine, Coastal and Shelf Science, Vol. 69, Issue 3-4 https://doi.org/10.1016/j.ecss.2006.05.021	journal	September 2006
Classifier ensembles for land cover mapping using multitemporal SAR imagery Waske, Björn; Braun, Matthias ISPRS Journal of Photogrammetry and Remote Sensing, Vol. 64, Issue 5 https://doi.org/10.1016/j.isprsjprs.2009.01.003	journal	September 2009
A fuzzy topology-based maximum likelihood classification Liu, Kimfung; Shi, Wenzhong; Zhang, Hua ISPRS Journal of Photogrammetry and Remote Sensing, Vol. 66, Issue 1 https://doi.org/10.1016/j.isprsjprs.2010.09.007	journal	January 2011
Spectral discrimination of giant reed (Arundo donax L.): A seasonal study in riparian areas Fernandes, Maria Rosário; Aguiar, Francisca C.; Silva, João M. N. ISPRS Journal of Photogrammetry and Remote Sensing, Vol. 80 https://doi.org/10.1016/j.isprsjprs.2013.03.007	journal	June 2013
A graph-based approach to detect spatiotemporal dynamics in satellite image time series Guttler, Fabio; Ienco, Dino; Nin, Jordi ISPRS Journal of Photogrammetry and Remote Sensing, Vol. 130 https://doi.org/10.1016/j.isprsjprs.2017.05.013	journal	August 2017
Assessing floristic composition with multispectral sensors—A comparison based on monotemporal and multiseasonal field spectra Feilhauer, Hannes; Thonfeld, Frank; Faude, Ulrike International Journal of Applied Earth Observation and Geoinformation, Vol. 21 https://doi.org/10.1016/j.jag.2012.09.002	journal	April 2013
Combined use of multi-seasonal high and medium resolution satellite imagery for parcel-related mapping of cropland and grassland Esch, T.; Metz, A.; Marconcini, M. International Journal of Applied Earth Observation and Geoinformation, Vol. 28 https://doi.org/10.1016/j.jag.2013.12.007	journal	May 2014
Use of WorldView-2 time series to establish a wetland monitoring program for potential offsite impacts of mine site rehabilitation Whiteside, Timothy G.; Bartolo, Renée E. International Journal of Applied Earth Observation and Geoinformation, Vol. 42 https://doi.org/10.1016/j.jag.2015.05.002	journal	October 2015
Classification mapping and species identification of salt marshes based on a short-time interval NDVI time-series from HJ-1 optical imagery Sun, Chao; Liu, Yongxue; Zhao, Saishuai International Journal of Applied Earth Observation and Geoinformation, Vol. 45 https://doi.org/10.1016/j.jag.2015.10.008	journal	March 2016
Use of lidar to study changes associated with Spartina invasion in San Francisco Bay marshes Rosso, P. H.; Ustin, S. L.; Hastings, A. Remote Sensing of Environment, Vol. 100, Issue 3 https://doi.org/10.1016/j.rse.2005.10.012	journal	February 2006
Improving global scale land cover classifications with multi-directional POLDER data and a decision tree classifier Brown de Colstoun, Eric C.; Walthall, Charles L. Remote Sensing of Environment, Vol. 100, Issue 4 https://doi.org/10.1016/j.rse.2005.11.003	journal	February 2006
Mapping salt-marsh vegetation by multispectral and hyperspectral remote sensing Belluco, E.; Camuffo, M.; Ferrari, S. Remote Sensing of Environment, Vol. 105, Issue 1 https://doi.org/10.1016/j.rse.2006.06.006	journal	November 2006
Mapping an invasive plant, Phragmites australis, in coastal wetlands using the EO-1 Hyperion hyperspectral sensor Pengra, Bruce W.; Johnston, Carol A.; Loveland, Thomas R. Remote Sensing of Environment, Vol. 108, Issue 1 https://doi.org/10.1016/j.rse.2006.11.002	journal	May 2007
Mapping invasive wetland plants in the Hudson River National Estuarine Research Reserve using quickbird satellite imagery Laba, M.; Downs, R.; Smith, S. Remote Sensing of Environment, Vol. 112, Issue 1 https://doi.org/10.1016/j.rse.2007.05.003	journal	January 2008
Integrating multi-temporal spectral and structural information to map wetland vegetation in a lower Connecticut River tidal marsh Gilmore, Martha S.; Wilson, Emily H.; Barrett, Nels Remote Sensing of Environment, Vol. 112, Issue 11 https://doi.org/10.1016/j.rse.2008.05.020	journal	November 2008
Wetland monitoring using classification trees and SPOT-5 seasonal time series Davranche, Aurélie; Lefebvre, Gaëtan; Poulin, Brigitte Remote Sensing of Environment, Vol. 114, Issue 3 https://doi.org/10.1016/j.rse.2009.10.009	journal	March 2010
Object-based cloud and cloud shadow detection in Landsat imagery Zhu, Zhe; Woodcock, Curtis E. Remote Sensing of Environment, Vol. 118 https://doi.org/10.1016/j.rse.2011.10.028	journal	March 2012
A new time series vegetation–water index of phenological–hydrological trait across species and functional types for Poyang Lake wetland ecosystem Wang, Lin; Dronova, Iryna; Gong, Peng Remote Sensing of Environment, Vol. 125 https://doi.org/10.1016/j.rse.2012.07.003	journal	October 2012
Fine-scale remotely-sensed cover mapping of coastal dune and salt marsh ecosystems at Cape Cod National Seashore using Random Forests Timm, Brad C.; McGarigal, Kevin Remote Sensing of Environment, Vol. 127 https://doi.org/10.1016/j.rse.2012.08.033	journal	December 2012
A rule-based approach for mapping macrophyte communities using multi-temporal aquatic vegetation indices Villa, Paolo; Bresciani, Mariano; Bolpagni, Rossano Remote Sensing of Environment, Vol. 171 https://doi.org/10.1016/j.rse.2015.10.020	journal	December 2015
An evaluation of time-series smoothing algorithms for land-cover classifications using MODIS-NDVI multi-temporal data Shao, Yang; Lunetta, Ross S.; Wheeler, Brandon Remote Sensing of Environment, Vol. 174 https://doi.org/10.1016/j.rse.2015.12.023	journal	March 2016
Detailed dynamic land cover mapping of Chile: Accuracy improvement by integrating multi-temporal data Zhao, Yuanyuan; Feng, Duole; Yu, Le Remote Sensing of Environment, Vol. 183 https://doi.org/10.1016/j.rse.2016.05.016	journal	September 2016
Generating a series of fine spatial and temporal resolution land cover maps by fusing coarse spatial resolution remotely sensed images and fine spatial resolution land cover maps Li, Xiaodong; Ling, Feng; Foody, Giles M. Remote Sensing of Environment, Vol. 196 https://doi.org/10.1016/j.rse.2017.05.011	journal	July 2017
Mapping pasture management in the Brazilian Amazon from dense Landsat time series Jakimow, Benjamin; Griffiths, Patrick; van der Linden, Sebastian Remote Sensing of Environment, Vol. 205 https://doi.org/10.1016/j.rse.2017.10.009	journal	February 2018
An Empirical Comparison of Voting Classification Algorithms: Bagging, Boosting, and Variants Bauer, Eric; Kohavi, Ron Machine Learning, Vol. 36, Issue 1-2, p. 105-139 https://doi.org/10.1023/A:1007515423169	journal	July 1999
Importance of wind conditions, fetch, and water levels on wave‐generated shear stresses in shallow intertidal basins Fagherazzi, S.; Wiberg, P. L. Journal of Geophysical Research: Earth Surface, Vol. 114, Issue F3 https://doi.org/10.1029/2008JF001139	journal	September 2009
Wave energy asymmetry in shallow bays Fagherazzi, S.; Mariotti, G.; Porter, J. H. Geophysical Research Letters, Vol. 37, Issue 24 https://doi.org/10.1029/2010GL045254	journal	December 2010
The value of the world's ecosystem services and natural capital Costanza, Robert; d'Arge, Ralph; de Groot, Rudolf Nature, Vol. 387, Issue 6630 https://doi.org/10.1038/387253a0	journal	May 1997
Vegetation mapping of a tropical freshwater swamp in the Northern Territory, Australia: A comparison of aerial photography, Landsat TM and SPOT satellite imagery Harvey, K. R.; Hill, G. J. E. International Journal of Remote Sensing, Vol. 22, Issue 15 https://doi.org/10.1080/01431160119174	journal	January 2001
Applying tree-based ensemble algorithms to the classification of ecological zones using multi-temporal multi-source remote-sensing data Miao, Xin; Heaton, Jill S.; Zheng, Songfeng International Journal of Remote Sensing, Vol. 33, Issue 6 https://doi.org/10.1080/01431161.2011.602651	journal	October 2011
Remote sensing of emergent and submerged wetlands: an overview Klemas, V. International Journal of Remote Sensing, Vol. 34, Issue 18 https://doi.org/10.1080/01431161.2013.800656	journal	June 2013
Multiple comparisons in model i one-way anova with unequal variances Tamhane, Ajit C. Communications in Statistics - Theory and Methods, Vol. 6, Issue 1 https://doi.org/10.1080/03610927708827466	journal	January 1977
A credit assignment approach to fusing classifiers of multiseason hyperspectral imagery Bachmann, C. M.; Bettenhausen, M. H.; Fusina, R. A. IEEE Transactions on Geoscience and Remote Sensing, Vol. 41, Issue 11 https://doi.org/10.1109/TGRS.2003.818537	journal	November 2003
Distribution of saltmarsh plant communities associated with environmental factors along a latitudinal gradient on the south‐west Atlantic coast Isacch, J. P.; Costa, C. S. B.; Rodríguez‐Gallego, L. Journal of Biogeography, Vol. 33, Issue 5 https://doi.org/10.1111/j.1365-2699.2006.01461.x	journal	April 2006
WETLAND RESOURCES: Status, Trends, Ecosystem Services, and Restorability Zedler, Joy B.; Kercher, Suzanne Annual Review of Environment and Resources, Vol. 30, Issue 1 https://doi.org/10.1146/annurev.energy.30.050504.144248	journal	November 2005
Centuries of Human-Driven Change in Salt Marsh Ecosystems Gedan, K. Bromberg; Silliman, B. R.; Bertness, M. D. Annual Review of Marine Science, Vol. 1, Issue 1 https://doi.org/10.1146/annurev.marine.010908.163930	journal	January 2009
Additive logistic regression: a statistical view of boosting (With discussion and a rejoinder by the authors) Friedman, Jerome; Hastie, Trevor; Tibshirani, Robert The Annals of Statistics, Vol. 28, Issue 2 https://doi.org/10.1214/aos/1016218223	journal	April 2000
Responses of Coastal Wetlands to Rising sea Level Morris, James T.; Sundareshwar, P. V.; Nietch, Christopher T. Ecology, Vol. 83, Issue 10 https://doi.org/10.1890/0012-9658(2002)083[2869:ROCWTR]2.0.CO;2	journal	October 2002
Monitoring Pacific Coast salt Marshes Using Remote Sensing Zhang, M.; Ustin, S. L.; Rejmankova, E. Ecological Applications, Vol. 7, Issue 3 https://doi.org/10.1890/1051-0761(1997)007[1039:MPCSMU]2.0.CO;2	journal	August 1997
Comparing Individual Means in the Analysis of Variance Tukey, John W. Biometrics, Vol. 5, Issue 2 https://doi.org/10.2307/3001913	journal	June 1949
A functional classification of wetland plants Boutin, Céline; Keddy, Paul A. Journal of Vegetation Science, Vol. 4, Issue 5 https://doi.org/10.2307/3236124	journal	October 1993
Control of Plant Species Richness and Zonation of Functional Groups along a Freshwater Flooding Gradient Lenssen, John; Menting, Frank; van der Putten, Wim Oikos, Vol. 86, Issue 3 https://doi.org/10.2307/3546656	journal	September 1999
Habitat Mapping and Change Assessment of Coastal Environments: An Examination of WorldView-2, QuickBird, and IKONOS Satellite Imagery and Airborne LiDAR for Mapping Barrier Island Habitats McCarthy, Matthew; Halls, Joanne ISPRS International Journal of Geo-Information, Vol. 3, Issue 1 https://doi.org/10.3390/ijgi3010297	journal	March 2014

Similar Records

Classification of Wetland Vegetation Based on NDVI Time Series from the HLS Dataset

Journal Article · 2022 · Remote Sensing · OSTI ID:1865491

Ju, Yang; Bohrer, Gil

A Dynamic Landsat Derived Normalized Difference Vegetation Index (NDVI) Product for the Conterminous United States

Journal Article · 2017 · Remote Sensing · OSTI ID:1426166

Robinson, Nathaniel; Allred, Brady; Jones, Matthew; +5 more

The use of radar and LANDSAT TM imagery for a geological mapping of the Colombian foothills

Conference · 1996 · OSTI ID:255322

Salel, J F; Afrazmanech, R

Title: Classification mapping of salt marsh vegetation by flexible monthly NDVI time-series using Landsat imagery

Citation Formats

References (56)

Similar Records

Related Subjects