Red-edge vegetation indices for detecting and assessing disturbances in Norway spruce dominated mountain forests

被引:33
作者
Adamczyk, Joanna [1 ]
Osberger, Antonia [2 ]
机构
[1] Warsaw Univ Life Sci, Fac Forestry, PL-02776 Warsaw, Poland
[2] Salzburg Univ, Dept Geoinformat Z GIS, A-5020 Salzburg, Austria
来源
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION | 2015年 / 37卷
关键词
Forest disturbance; Mountain regions; OBIA; Red-edge reflectance; Worldview-2; Rapideye; CHLOROPHYLL; REFLECTANCE; SENSITIVITY; LEAF;
D O I
10.1016/j.jag.2014.10.013
中图分类号
TP7 [遥感技术];
学科分类号
081102 ; 0816 ; 081602 ; 083002 ; 1404 ;
摘要
Here we propose an approach to enhance the detection and assessment of forest disturbances in mountain areas based on red-edge reflectance. The research addresses the need for improved monitoring of areas included in the European Natura 2000 network. Thirty-eight vegetation indices (VI) are assessed for sensitivity to topographic variations. A separability analysis is performed for the resulting set of ten VI whereby two VI (PSSRc2, SR 800/550) are found most suitable for threshold-based OBIA classification. With a correlation analysis (SRCC) between VI and the training samples we identify Datt4 as suitable to represent the magnitude of forest disturbance. The provided information layers illustrate two combined phenomena that were derived by (1) an OBIA delineation and (2) continuous representation of the magnitude of forest disturbance. The satisfactory accuracy assessment results confirm that the approach is useful for operational tasks in the long-term monitoring of Norway spruce dominated forests in mountainous areas, with regard to forest disturbance. (C) 2014 Elsevier B.V. All rights reserved.
引用
收藏
页码:90 / 99
页数:10
相关论文
共 28 条
[1]  
Baatz M., 2000, Multiresolution Segmentation: an optimization approach for high quality multi-scale image segmentation
[2]   Quantifying chlorophylls and caroteniods at leaf and canopy scales: An evaluation of some hyperspectral approaches [J].
Blackburn, GA .
REMOTE SENSING OF ENVIRONMENT, 1998, 66 (03) :273-285
[3]  
CEC, 1993, OJL, V100, P1
[4]  
Cohen WB, 2004, BIOSCIENCE, V54, P535, DOI 10.1641/0006-3568(2004)054[0535:LRIEAO]2.0.CO
[5]  
2
[6]   Remote sensing of chlorophyll a, chlorophyll b, chlorophyll a+b, and total carotenoid content in eucalyptus leaves [J].
Datt, B .
REMOTE SENSING OF ENVIRONMENT, 1998, 66 (02) :111-121
[7]   Visible/near infrared reflectance and chlorophyll content in Eucalyptus leaves [J].
Datt, B .
INTERNATIONAL JOURNAL OF REMOTE SENSING, 1999, 20 (14) :2741-2759
[8]   ESP: a tool to estimate scale parameter for multiresolution image segmentation of remotely sensed data [J].
Dragut, Lucian ;
Tiede, Dirk ;
Levick, Shaun R. .
INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2010, 24 (06) :859-871
[9]   Three-band model for noninvasive estimation of chlorophyll, carotenoids, and anthocyanin contents in higher plant leaves [J].
Gitelson, Anatoly A. ;
Keydan, Galina P. ;
Merzlyak, Mark N. .
GEOPHYSICAL RESEARCH LETTERS, 2006, 33 (11)
[10]  
Henrich V., 2012, IDB-www.indexdatabase.de, Entwicklung einer Datenbank fur Fernerkundungsindizes