Spatial and temporal variability of macrophyte cover and productivity in the eastern Amazon floodplain: A remote sensing approach

被引:72
作者
Silva, Thiago Sanna F. [1 ]
Costa, Maycira P. F. [1 ]
Melack, John M. [2 ]
机构
[1] Univ Victoria, Dept Geog, Victoria, BC V8W 3R4, Canada
[2] Univ Calif Santa Barbara, Bren Sch Environm Sci & Management, Santa Barbara, CA 93106 USA
基金
加拿大自然科学与工程研究理事会;
关键词
Radarsat-1; MODIS; Eastern Amazon; Hierarchical classification; Object-oriented classification; Herbaceous vegetation; Productivity; NET PRIMARY PRODUCTION; AQUATIC VEGETATION; METHANE EMISSIONS; RIVER FLOODPLAIN; CLIMATE-CHANGE; DYNAMICS; WETLANDS; RADAR; CLASSIFICATION; COMMUNITIES;
D O I
10.1016/j.rse.2010.04.007
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Herbaceous aquatic macrophytes cover extensive areas on the floodplains of the Amazon basin and are an important habitat and input of organic carbon. These communities have large intra- and inter-annual variability, and characterization of this variability is necessary to quantify the role of macrophytes in the ecology and biogeochemistry of the floodplain. A novel approach for mapping the temporal evolution of aquatic vegetation in the Amazon floodplain, which could be adapted to other spatially and temporally changing environments, is presented Macrophyte cover varied seasonally and Inter-annually, ranging between 104 and 198 km(2) for the floodplain examined (total area, 984 km(2)). The observed evolution of plant distribution indicated a spatial and temporal partition of macrophyte communities into short-lived and annual groups. A simulation of macrophyte net primary production (NPP) based on the mapping results indicated that at least 3% of NPP could be attributed to the short-lived communities. The present results suggest that significant changes in the macrophyte's contribution to carbon cycling in the Amazon floodplain could occur as a result of the predicted increase in frequency of drought years for the Amazon system due to climate change. (C) 2010 Elsevier Inc. All rights reserved.
引用
收藏
页码:1998 / 2010
页数:13
相关论文
共 51 条
[1]   Prelaunch characteristics of the Moderate Resolution Imaging Spectroradiometer (MODIS) on EOS-AM1 [J].
Barnes, WL ;
Pagano, TS ;
Salomonson, VV .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1998, 36 (04) :1088-1100
[2]   METHANE FLUX FROM THE AMAZON RIVER FLOODPLAIN - EMISSIONS DURING RISING WATER [J].
BARTLETT, KB ;
CRILL, PM ;
BONASSI, JA ;
RICHEY, JE ;
HARRISS, RC .
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 1990, 95 (D10) :16773-16788
[3]   Multi-resolution, object-oriented fuzzy analysis of remote sensing data for GIS-ready information [J].
Benz, UC ;
Hofmann, P ;
Willhauck, G ;
Lingenfelder, I ;
Heynen, M .
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2004, 58 (3-4) :239-258
[4]   Floodplain hydrology in an Amazon floodplain lake (Lago Grande de Curuai) [J].
Bonnet, M. P. ;
Barroux, G. ;
Martinez, J. M. ;
Seyler, F. ;
Moreira-Turcq, P. ;
Cochonneau, G. ;
Melack, J. M. ;
Boaventura, G. ;
Maurice-Bourgoin, L. ;
Leon, J. G. ;
Roux, E. ;
Calmant, S. ;
Kosuth, P. ;
Guyot, J. L. ;
Seyler, P. .
JOURNAL OF HYDROLOGY, 2008, 349 (1-2) :18-30
[5]   Effects of climate variability and disturbances on the Amazonian terrestrial ecosystems dynamics [J].
Botta, A ;
Foley, JA .
GLOBAL BIOGEOCHEMICAL CYCLES, 2002, 16 (04)
[6]   A REVIEW OF ASSESSING THE ACCURACY OF CLASSIFICATIONS OF REMOTELY SENSED DATA [J].
CONGALTON, RG .
REMOTE SENSING OF ENVIRONMENT, 1991, 37 (01) :35-46
[7]   Estimate of net primary productivity of aquatic vegetation of the Amazon floodplain using Radarsat and JERS-1 [J].
Costa, M .
INTERNATIONAL JOURNAL OF REMOTE SENSING, 2005, 26 (20) :4527-4536
[8]   Use of SAR satellites for mapping zonation of vegetation communities in the Amazon floodplain [J].
Costa, MPF .
INTERNATIONAL JOURNAL OF REMOTE SENSING, 2004, 25 (10) :1817-1835
[9]   Biophysical properties and mapping of aquatic vegetation during the hydrological cycle of the Amazon floodplain using JERS-1 and Radarsat [J].
Costa, MPF ;
Niemann, O ;
Novo, E ;
Ahern, F .
INTERNATIONAL JOURNAL OF REMOTE SENSING, 2002, 23 (07) :1401-1426
[10]   Increasing risk of Amazonian drought due to decreasing aerosol pollution [J].
Cox, Peter M. ;
Harris, Phil P. ;
Huntingford, Chris ;
Betts, Richard A. ;
Collins, Matthew ;
Jones, Chris D. ;
Jupp, Tim E. ;
Marengo, Jose A. ;
Nobre, Carlos A. .
NATURE, 2008, 453 (7192) :212-U7