Assessment of different spectral indices in the red-near-infrared spectral domain for burned land discrimination

被引:299
作者
Chuvieco, E
Martín, MP
Palacios, A
机构
[1] Univ Alcala de Henares, Dept Geog, Alcala De Henares 28801, Spain
[2] CSIC, Inst Econ & Geog, Madrid 28006, Spain
关键词
D O I
10.1080/01431160210153129
中图分类号
TP7 [遥感技术];
学科分类号
081102 ; 0816 ; 081602 ; 083002 ; 1404 ;
摘要
A new spectral index named Burned Area Index (BAI), specifically designed for burned land discrimination in the red-near-infrared spectral domain, was tested on multitemporal sets of Landsat Thematic Mapper (TM) and NOAA Advanced Very High Resolution Radiometer (AVHRR) images. The utility of BAI for burned land discrimination was assessed against other widely used spectral vegetation indices: Normalized Difference Vegetation Index (NDVI), Soil Adjusted Vegetation Index (SAVI) and Global Environmental Monitoring Index (GEMI). BAI provided the highest discrimination ability among the indices tested. It also showed a high variability within scorched areas, which reduced the average normalized distances with respect to other indices. A source of potential confusion between burned land areas and low-reflectance targets, such as water bodies and cloud shadows, was identified. Since BAI was designed to emphasize the charcoal signal in post-fire images, this index was highly dependent on the temporal permanence of charcoal after fires.
引用
收藏
页码:5103 / 5110
页数:8
相关论文
共 11 条
[1]  
[Anonymous], 2001, GLOBAL REGIONAL VEGE
[2]  
CHUVIECO E., 1999, REMOTE SENSING LARGE
[3]   Automatic mapping of surfaces affected by forest fires in Spain using AVHRR NDVI composite image data [J].
Fernandez, A ;
Illera, P ;
Casanova, JL .
REMOTE SENSING OF ENVIRONMENT, 1997, 60 (02) :153-162
[4]  
HUETE A R, 1988, Remote Sensing of Environment, V25, P295
[5]   LOCATING AND ESTIMATING THE AREAL EXTENT OF WILDFIRES IN ALASKAN BOREAL FORESTS USING MULTIPLE-SEASON AVHRR NDVI COMPOSITE DATA [J].
KASISCHKE, ES ;
FRENCH, NHF .
REMOTE SENSING OF ENVIRONMENT, 1995, 51 (02) :263-275
[6]  
Martin M.P., 1998, Doctoral Thesis
[7]  
Pereira J.M.C., 1999, Remote Sensing of Large Wildfires in the European Mediterranean Basin, P123, DOI DOI 10.1007/978-3-642-60164-4_7
[8]   A comparative evaluation of NOAA/AVHRR vegetation indexes for burned surface detection and mapping [J].
Pereira, JMC .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1999, 37 (01) :217-226
[9]   GEMI - A NONLINEAR INDEX TO MONITOR GLOBAL VEGETATION FROM SATELLITES [J].
PINTY, B ;
VERSTRAETE, MM .
VEGETATIO, 1992, 101 (01) :15-20
[10]   A SIMPLE RADIOMETRIC CORRECTION MODEL TO IMPROVE AUTOMATIC MAPPING OF VEGETATION FROM MULTISPECTRAL SATELLITE DATA [J].
PONS, X ;
SOLESUGRANES, L .
REMOTE SENSING OF ENVIRONMENT, 1994, 48 (02) :191-204