MODIS Reflectance and Active Fire Data for Burn Mapping in Colombia

被引:9
作者
Merino-de-Miguel, Silvia [1 ]
Gonzalez-Alonso, Federico [2 ]
Huesca, Margarita [3 ]
Armenteras, Dolors [4 ]
Franco, Carol [4 ]
机构
[1] Tech Univ Madrid, EUIT Forestal, Madrid, Spain
[2] CIFOR INIA, Remote Sensing Lab, Madrid, Spain
[3] Tech Univ Madrid, ETSI Montes, Madrid, Spain
[4] Univ Nacl Colombia, Dept Biol, Bogota, Colombia
关键词
Remote sensing; Forest fires; NBR index; DETECTION ALGORITHM; REGIONAL LEVEL; AVHRR DATA; PRODUCTS; HOTSPOT; IMAGERY; FOREST;
D O I
10.1175/2010EI344.1
中图分类号
P [天文学、地球科学];
学科分类号
07 ;
摘要
Satellite-based strategies for burned area mapping may rely on two types of remotely sensed data: postfire reflectance images and active fire detection. This study uses both methods in a synergistic way. In particular, burned area mapping is carried out using MCD43B4 [Moderate Resolution Imaging Spectrometer (MODIS); Terra + Aqua nadir bidirectional reflectance distribution function (BRDF); adjusted reflectance 16-day L3 global 1-km sinusoidal grid V005 (SIN)] postfire datasets and MODIS active fire products. The developed methodology was tested in Colombia, an area not covered by any known MODIS ground antenna, using data from 2004. The resulting burned area map was validated using a high-spatial-resolution Landsat-7 Enhanced Thematic Mapper Plus (ETM+) image and compared to two global burned area products: L3JRC (terrestrial ecosystem monitoring global burnt area product) and MCD45A1 (MODIS Terra + Aqua burned area monthly global 500-m SIN grid V005). The results showed that this method would be of great interest at regional to national scales because it proved to be quick, accurate, and cost effective.
引用
收藏
页码:1 / 17
页数:17
相关论文
共 41 条
[1]  
Al-Rawi KR, 2001, INT J REMOTE SENS, V22, P2033, DOI 10.1080/01431160152043694
[2]  
[Anonymous], 2002, FRANCE NASA VISIBLE
[3]  
Armenteras D., 2005, WORLD RESOURCE REV, V17, P531
[4]  
Armenteras D, 2009, CALDASIA, V31, P303
[5]  
Benson N., 1999, P JOINT FIR SCI C WO
[6]   Lessons to be learned from the comparison of three satellite-derived biomass burning products -: art. no. L21501 [J].
Boschetti, L ;
Eva, HD ;
Brivio, PA ;
Grégoire, JM .
GEOPHYSICAL RESEARCH LETTERS, 2004, 31 (21) :L215011-4
[7]   Analysis of the conflict between omission and commission in low spatial resolution dichotomic thematic products: The Pareto Boundary [J].
Boschetti, L ;
Flasse, SP ;
Brivio, PA .
REMOTE SENSING OF ENVIRONMENT, 2004, 91 (3-4) :280-292
[8]   Comparison of L3JRC and MODIS global burned area products from 2000 to 2007 [J].
Chang, Di ;
Song, Yu .
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2009, 114
[9]   Global burned-land estimation in Latin America using modis composite data [J].
Chuvieco, Emilio ;
Opazo, Sergio ;
Sione, Walter ;
Del Valle, Hector ;
Anaya, Jesus ;
Di Bella, Carlos ;
Cruz, Isabel ;
Manzo, Lilia ;
Lopez, Gerardo ;
Mari, Nicolas ;
Gonzalez-Alonso, Federico ;
Morelli, Fabiano ;
Setzer, Alberto ;
Csiszar, Ivan ;
Ander Kanpandegi, Jon ;
Bastarrika, Aitor ;
Libonati, Renata .
ECOLOGICAL APPLICATIONS, 2008, 18 (01) :64-79
[10]   Synergisms among Fire, Land Use, and Climate Change in the Amazon [J].
Cochrane, Mark A. ;
Laurance, William F. .
AMBIO, 2008, 37 (7-8) :522-527