Changes in vegetative coverage of the Hongze Lake national wetland nature reserve: a decade-long assessment using MODIS medium-resolution data

Abstract Wetlands are important ecosystems on Earth. However, global wetland coverage is being reduced due to both anthropogenic and natural effects. Thus, assessment of temporal changes in vegetative coverage, as a measure of the wetland health, is critical to help implement effective management plans and provide inputs for climate-related research. In this work, 596 moderate-resolution imaging spectroradiometer (MODIS) 250-m resolution images of the Hongze Lake national wetland nature reserve from 2000 to 2009 were used to study the vegetative coverage (above the water surface) of the reserve. Three vegetation indices [normalized difference vegetation index (NDVI), enhanced VI (EVI), and floating algae index (FAI)] were compared to evaluate their effectiveness in assessing relative changes. FAI was less sensitive than NDVI and EVI to aerosol effects and showed less statistical error than NDVI and EVI. Long-term FAI data revealed clear seasonal cycles in vegetative coverage in the 113 - km 2 core area of the reserve, with annual maximal coverage relatively stable after 2004. This suggests that the national wetland nature reserve was well protected through the study period. However, vegetative coverage decreased due to the flooding event in 2003. Moreover, correlation analysis showed that annual sunshine duration collectively played a significant role in affecting the wetland vegetative coverage.

[1]  Hui Qing Liu,et al.  A feedback based modification of the NDVI to minimize canopy background and atmospheric noise , 1995, IEEE Transactions on Geoscience and Remote Sensing.

[2]  Jan Szatyłowicz,et al.  Wetlands: Monitoring, Modelling and Management , 2014 .

[3]  W. Mitsch,et al.  Applying science to conservation and restoration of the world's wetlands. , 2005, Water science and technology : a journal of the International Association on Water Pollution Research.

[4]  Tsai-Ming Lee,et al.  Applying remote sensing techniques to monitor shifting wetland vegetation: a case study of Danshui River estuary mangrove communities, Taiwan. , 2009 .

[5]  L. Voesenek,et al.  Flooding stress: acclimations and genetic diversity. , 2008, Annual review of plant biology.

[6]  Didier Tanré,et al.  Second Simulation of the Satellite Signal in the Solar Spectrum, 6S: an overview , 1997, IEEE Trans. Geosci. Remote. Sens..

[7]  Philip E. Hulme,et al.  Adapting to climate change: is there scope for ecological management in the face of a global threat? , 2005 .

[8]  A. Huete,et al.  MODIS VEGETATION INDEX ( MOD 13 ) ALGORITHM THEORETICAL BASIS DOCUMENT Version 3 . 1 Principal Investigators , 1999 .

[9]  R. Pierik,et al.  How plants cope with complete submergence. , 2006, The New phytologist.

[10]  Kevin L. Erwin Wetlands and global climate change: the role of wetland restoration in a changing world , 2009, Wetlands Ecology and Management.

[11]  A. Huete,et al.  A comparison of vegetation indices over a global set of TM images for EOS-MODIS , 1997 .

[12]  Zhou Jia-jun Achievements and Suggestions of the Construction of Hongze Lake Wetland National Nature Reserve , 2008 .

[13]  S. Frazier,et al.  Directory of wetlands of international importance : an update , 1996 .

[14]  A. Huete,et al.  Overview of the radiometric and biophysical performance of the MODIS vegetation indices , 2002 .

[15]  B. Wardlow,et al.  Analysis of time-series MODIS 250 m vegetation index data for crop classification in the U.S. Central Great Plains , 2007 .

[16]  A. Huete A soil-adjusted vegetation index (SAVI) , 1988 .

[17]  F. Muller‐Karger,et al.  Monitoring turbidity in Tampa Bay using MODIS/Aqua 250-m imagery , 2007 .

[18]  Bruce Ratner,et al.  Statistical Modeling and Analysis for Database Marketing: Effective Techniques for Mining Big Data , 2003 .

[19]  Zhang Lei PRIMARY STUDY ON ECO-TOURISM IN WETLAND IN HONGZE LAKE AREA , 2008 .

[20]  B. Li,et al.  Monitoring rapid vegetation succession in estuarine wetland using time series MODIS-based indicators: An application in the Yangtze River Delta area , 2009 .

[21]  Glenn R. Guntenspergen,et al.  Effect of climate fluctuations on long-term vegetation dynamics in Carolina bay wetlands , 2009, Wetlands.

[22]  P. Gong,et al.  A new time series vegetation-water index of phenological-hydrological trait across species and functional types for Poyang Lake wetland ecosystem , 2012 .

[23]  Dai Hong,et al.  Investigation of Wetland Ecological Condition in Hongze Lake , 2002 .

[24]  S. Lyster,et al.  Convention on Wetlands of International Importance Especially as Waterfowl Habitat , 2019, Dictionary of Geotourism.

[25]  Ronghua Ma,et al.  Moderate Resolution Imaging Spectroradiometer (MODIS) observations of cyanobacteria blooms in Taihu Lake, China , 2010 .

[26]  Inbal Becker-Reshef,et al.  Detection and mapping of long-term land degradation using local net production scaling: application to Zimbabwe. , 2009 .

[27]  Ramesh Sivanpillai,et al.  Mapping Locust Habitats in the Amudarya River Delta, Uzbekistan with Multi-Temporal MODIS Imagery , 2007, Environmental management.

[28]  M. Zoffoli,et al.  Seasonal and interannual analysis of wetlands in South America using NOAA-AVHRR NDVI time series: the case of the Parana Delta Region , 2008, Landscape Ecology.

[29]  Ye Zheng-wei,et al.  Analysis on features of Lake Hongze flood hazards for the recent 100 years , 2005 .

[30]  R. Jackson,et al.  Spectral response of a plant canopy with different soil backgrounds , 1985 .

[31]  Lin Yuan,et al.  Analyzing the habitat suitability for migratory birds at the Chongming Dongtan Nature Reserve in Shanghai, China , 2008 .

[32]  D. Deering Rangeland reflectance characteristics measured by aircraft and spacecraft sensors , 1979 .

[33]  Zhang Lei Research of Eco-tourism Development of Hongze Lake Wetland of National Nature Reserve , 2008 .

[34]  Peng Gong,et al.  Protection efficacy of national wetland reserves in China , 2012 .

[35]  Adrian V. Rocha,et al.  Advantages of a two band EVI calculated from solar and photosynthetically active radiation fluxes , 2009 .

[36]  C. Justice,et al.  Development of vegetation and soil indices for MODIS-EOS , 1994 .

[37]  A. Barducci,et al.  Aerospace wetland monitoring by hyperspectral imaging sensors: a case study in the coastal zone of San Rossore Natural Park. , 2009, Journal of environmental management.

[38]  J. D. Fretwell,et al.  National water summary on wetland resources , 1996 .

[39]  R. Fensholt,et al.  Evaluation of earth observation based long term vegetation trends - Intercomparing NDVI time series trend analysis consistency of Sahel from AVHRR GIMMS, Terra MODIS and SPOT VGT data , 2009 .

[40]  Chuanmin Hu A novel ocean color index to detect floating algae in the global oceans , 2009 .

[41]  Martin Mergili,et al.  Vegetation and vegetation-environment relationships at Grootbos Nature Reserve, Western Cape, South Africa , 2008 .