Applying remote sensing techniques to monitoring seasonal and interannual changes of aquatic vegetation in Taihu Lake, China

Ecological Indicators

Volumn 60, Issue , 2016, Pages 503-513

  Luo, Juhua ^a   Li, Xinchuan ^b   Ma, Ronghua ^a   Li, Fei ^a   Duan, Hongtao ^a   Hu, Weiping ^a   Qin, Boqiang ^a   Huang, Wenjiang ^c  

^a NANJING INSTITUTE OF GEOGRAPHY AND LIMNOLOGY   (China)

^b HOHAI UNIVERSITY   (China)

^c INSTITUTE OF GEOLOGY AND GEOPHYSICS   (China)

Author keywords

Aquatic vegetation; Classification tree; Remote sensing; Taihu Lake; Wetland

Indexed keywords

ECOSYSTEMS; EUTROPHICATION; LAKES; REMOTE SENSING; VEGETATION; WETLANDS;

AQUATIC VEGETATION; CLASSIFICATION TREES; REMOTE SENSING TECHNIQUES; REMOTELY SENSED IMAGES; SEASONAL AND INTERANNUAL VARIATIONS; SUBMERGED VEGETATION; TAIHU LAKE , CHINA; TAIHU LAKES;

AQUATIC ECOSYSTEMS;

AIR TEMPERATURE; AQUATIC PLANT; BIOINDICATOR; ECOLOGICAL MODELING; ENVIRONMENTAL MONITORING; EUTROPHICATION; GROWING SEASON; GROWTH RATE; LAKE ECOSYSTEM; PHENOLOGY; POPULATION DISTRIBUTION; REMOTE SENSING; TEMPORAL VARIATION; VEGETATION CLASSIFICATION; VEGETATION MAPPING; VEGETATION STRUCTURE; WETLAND;

CHINA; TAIHU LAKE;

EID: 84939492982     PISSN: 1470160X     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ecolind.2015.07.029     Document Type: Article

References (40)

1. J. Barko, M. Adams, and N. Clesceri Environmental factors and their consideration in the management of submersed aquatic vegetation: a review J. Aquat. Plant Manage. 24 1986 1 10
2. J. Barko, D. Hardin, and M. Matthews Growth and morphology of submersed freshwater macrophytes in relation to light and temperature C. J. Bot. 60 1982 877 887
3. J.W. Barko, D. Gunnison, and S.R. Carpenter Sediment interactions with submersed macrophyte growth and community dynamics Aquat. Bot. 41 1991 41 65
4. P.S.A. Beck, C. Atzberger, K.A. Hogda, B. Johansen, and A.K. Skidmore Improved monitoring of vegetation dynamics at very high latitudes: a new method using MODIS NDVI Rem. Sens. Environ. 100 2006 321 334
5. S.R. Carpenter, and D.M. Lodge Effects of submersed macrophytes on ecosystem processes Aquat. Bot. 26 1986 341 370
6. G.M. Carr, H.C. Duthie, and W.D. Taylor Models of aquatic plant productivity: a review of the factors that influence growth Aquat. Bot. 59 1997 195 215
7. E.P. Crist A TM tasseled cap equivalent transformation for reflectance factor data Rem. Sens. Environ. 17 1985 301 306
8. M.W. Denny Air and Water: The Biology and Physics of Life's Media 1993 Princeton University Press
9. O.K. Dogan, Z. Akyurek, and M. Beklioglu Identification and mapping of submerged plants in a shallow lake using quickbird satellite data J. Environ. Manage. 90 2009 2138 2143
10. B.L. Dong, B.Q. Qin, G. Gao, and X.L. Cai Submerged macrophyte communities and the controlling factors in large, shallow Lake Taihu (China): sediment distribution and water depth J. Great Lakes Res. 40 2014 646 655
11. H. Duan, R. Ma, X. Xu, F. Kong, S. Zhang, W. Kong, J. Hao, and L. Shang Two-decade reconstruction of algal blooms in China's Lake Taihu Environ. Sci. Technol. 43 2009 3522 3528
12. C.J. Egertson, J.A. Kopaska, and J.A. Downing A century of change in macrophyte abundance and composition in response to agricultural eutrophication Hydrobiologia 524 2004 145 156
13. N.H. Euliss, J.W. Labaugh, L.H. Fredrickson, D.M. Mushet, M.R.K. Laubhan, G.A. Swanson, T.C. Winter, D.O. Rosenberry, and R.D. Nelson The wetland continuum: a conceptual framework for interpreting biological studies Wetlands 24 2004 448 458
14. C. Folke, S. Carpenter, B. Walker, M. Scheffer, T. Elmqvist, L. Gunderson, and C. Holling Regime shifts, resilience, and biodiversity in ecosystem management Annu. Rev. Ecol. Evol. Syst. 2004 557 581
15. J. Gao, and L. Xu An efficient method to solve the classification problem for remote sensing image AEU-Int. J. Electron. Commun. 69 2015 198 205
16. T. Gumbricht Nutrient removal processes in freshwater submersed macrophyte systems Ecol. Eng. 2 1993 1 30
17. S.P. Healey, W.B. Cohen, Y. Zhiqiang, and O.N. Krankina Comparison of tasseled cap-based Landsat data structures for use in forest disturbance detection Rem. Sens. Environ. 97 2005 301 310
18. J.N. Hird, and G.J. McDermid Noise reduction of NDVI time series: an empirical comparison of selected techniques Rem. Sens. Environ. 113 2009 248 258
19. L. Hu, W. Hu, J. Deng, Q. Li, F. Gao, J. Zhu, and T. Han Nutrient removal in wetlands with different macrophyte structures in eastern Lake Taihu, China Ecol. Eng. 36 2010 1725 1732
20. J. Iamchaturapatr, S.W. Yi, and J.S. Rhee Nutrient removals by 21 aquatic plants for vertical free surface-flow (VFS) constructed wetland Ecol. Eng. 29 2007 287 293
21. Y. Julien, and J.A. Sobrino Global land surface phenology trends from GIMMS database Int. J. Rem. Sens. 30 2009 3495 3513
22. M. Laba, B. Blair, R. Downs, B. Monger, W. Philpot, S. Smith, P. Sullivan, and P.C. Baveye Use of textural measurements to map invasive wetland plants in the Hudson River National Estuarine Research Reserve with IKONOS satellite imagery Rem. Sens. Environ. 114 2010 876 886
23. M. Li, Z.F. Wu, L.J. Qin, and X.J. Meng Extracting vegetation phenology metrics in Changbai Mountains using an improved logistic model Chin. Geogr. Sci. 21 2011 304 311
24. W. Li, and Q. Yang Wetland utilization in Lake Taihu for fish farming and improvement of lake water quality Ecol. Eng. 5 1995 107 121
25. J.H. Luo, R.H. Ma, H.T. Duan, W.P. Hu, J.G. Zhu, W.J. Huang, and C. Lin A new method for modifying thresholds in the classification of tree models for mapping aquatic vegetation in Taihu Lake with satellite images Rem. Sens.-Basel 6 2014 7442 7462
26. R. Ma, H. Duan, Q. Liu, and S.A. Loiselle Approximate bottom contribution to remote sensing reflectance in Taihu Lake, China J. Great Lakes Res. 37 2011 18 25
27. L.B.J.F.R. Olshen, and C.J. Stone Classification and Regression Trees 1984 Wadsworth International Group
28. E. Peneva, J.A. Griffith, and G.A. Carter Seagrass mapping in the northern Gulf of Mexico using airborne hyperspectral imagery: a comparison of classification methods J. Coast. Res. 25 4 2008 850 856
29. R. Pu, S. Bell, C. Meyer, L. Baggett, and Y. Zhao Mapping and assessing seagrass along the western coast of Florida using Landsat TM and EO-1 ALI/Hyperion imagery Estuar. Coast. Shelf Sci. 115 2012 234 245
30. D.L. Reisinger, M. Brabham, M.F. Schmidt, P.R. Victor, and L. Schwartz Methodology, evaluation, and feasibility study of total phosphorus removal management measures in Lake George and nearby lakes Fla. Water Resour. Res. 60 2008 42 50
31. M. Scheffer, S. Szabo, A. Gragnani, E.H. Van Nes, S. Rinaldi, N. Kautsky, J. Norberg, R.M. Roijackers, and R.J. Franken Floating plant dominance as a stable state Proc. Natl. Acad. Sci. U.S.A. 100 2003 4040 4045
32. E. Soana, M. Naldi, and M. Bartoli Effects of increasing organic matter loads on pore water features of vegetated (Vallisneria spiralis L.) and plant-free sediments Ecol. Eng. 47 2012 141 145
33. Z. Szantoi, F. Escobedo, A. Abd-Elrahman, S. Smith, and L. Pearlstine Analyzing fine-scale wetland composition using high resolution imagery and texture features Int. J. Appl. Earth Obs. 23 2013 204 212
34. S. Tadjudin, and D.A. Landgrebe A decision tree classifier design for high-dimensional data with limited training samples Geoscience and Remote Sensing Symposium, 1996 1996 IEEE IGARSS 790 792
35. X. Tang, S. Huang, M. Scholz, and J. Li Nutrient removal in pilot-scale constructed wetlands treating eutrophic river water: assessment of plants, intermittent artificial aeration and polyhedron hollow polypropylene balls Water Air Soil Poll. 197 2009 61 73
36. H. Vereecken, J. Baetens, P. Viaene, F. Mostaert, and P. Meire Ecological management of aquatic plants: effects in lowland streams Macrophytes in Aquatic Ecosystems: From Biology to Management 2006 Springer 205 210
37. J. Vymazal, L. Kröpfelová, J. Švehla, and J. Štíchová Can multiple harvest of aboveground biomass enhance removal of trace elements in constructed wetlands receiving municipal sewage? Ecol. Eng. 36 2010 939 945
38. W. Xu, W. Hu, J. Deng, J. Zhu, and Q. Li Effects of harvest management of Trapa bispinosa on an aquatic macrophyte community and water quality in a eutrophic lake Ecol. Eng. 64 2014 120 129
39. D. Zhao, H. Jiang, T. Yang, Y. Cai, D. Xu, and S. An Remote sensing of aquatic vegetation distribution in Taihu Lake using an improved classification tree with modified thresholds J. Environ. Manage. 95 2012 98 107
40. D. Zhao, M. Lv, H. Jiang, Y. Cai, D. Xu, and S. An Spatio-temporal variability of aquatic vegetation in Taihu Lake over the past 30 years PLOS ONE 8 2013 e66365