Multi-modal knowledge base generation from very high resolution satellite imagery for habitat mapping
作者： Ioannis Manakos , Eleanna Technitou , Zisis Petrou , Christos Karydas , Valeria Tomaselli
关键词: Very high resolution 、 Feature selection 、 Geography 、 Remote sensing 、 Habitat 、 Random forest 、 Modal 、 Segmentation 、 Satellite imagery 、 Knowledge base
摘要: Monitoring of ecosystems entails the evaluation contributing factors by expert ecologist. The aim this study is to examine what extent quantitative variables, calculated solely ...
cabdirect.org
sci-hub.se 参考文章(58)
C.G. Atzberger, A.K. Skidmore, R. Darvishzadeh, Hyperspectral vegetation indices for estimation of leaf area index ISPRS Commission VII Symposium on 'Remote Sensing: From Pixels to Processes' 2006. ,(2006)
M. Hall, Correlation-based Feature Selection for Machine Learning PhD Thesis, Waikato Univer-sity. ,(1998)
Nicola Falco, Jon Atli Benediktsson, Lorenzo Bruzzone, Spectral and Spatial Classification of Hyperspectral Images Based on ICA and Reduced Morphological Attribute Profiles IEEE Transactions on Geoscience and Remote Sensing. ,vol. 53, pp. 6223- 6240 ,(2015) , 10.1109/TGRS.2015.2436335
Valeria Tomaselli, Patrizia Tenerelli, Saverio Sciandrello, Mapping and quantifying habitat fragmentation in small coastal areas: a case study of three protected wetlands in Apulia (Italy) Environmental Monitoring and Assessment. ,vol. 184, pp. 693- 713 ,(2012) , 10.1007/S10661-011-1995-9
Chaichoke Vaiphasa, Suwit Ongsomwang, Tanasak Vaiphasa, Andrew K. Skidmore, Tropical mangrove species discrimination using hyperspectral data: A laboratory study Estuarine, Coastal and Shelf Science. ,vol. 65, pp. 371- 379 ,(2005) , 10.1016/J.ECSS.2005.06.014
Bo-Cai Gao, Normalized difference water index for remote sensing of vegetation liquid water from space SPIE's 1995 Symposium on OE/Aerospace Sensing and Dual Use Photonics. ,vol. 2480, pp. 225- 236 ,(1995) , 10.1117/12.210877
T. Blaschke, Object based image analysis for remote sensing Isprs Journal of Photogrammetry and Remote Sensing. ,vol. 65, pp. 2- 16 ,(2010) , 10.1016/J.ISPRSJPRS.2009.06.004
M. A. Wulder, S. E. Franklin, G. R. Gerylo, Texture analysis of IKONOS panchromatic data for Douglas-fir forest age class separability in British Columbia International Journal of Remote Sensing. ,vol. 22, pp. 2627- 2632 ,(2001) , 10.1080/01431160110053590
Konstantinos Topouzelis, Apostolos Psyllos, Oil spill feature selection and classification using decision tree forest on SAR image data ISPRS Journal of Photogrammetry and Remote Sensing. ,vol. 68, pp. 135- 143 ,(2012) , 10.1016/J.ISPRSJPRS.2012.01.005
Zisis I. Petrou, Ioannis Manakos, Tania Stathaki, Caspar A. Mucher, Maria Adamo, Discrimination of Vegetation Height Categories With Passive Satellite Sensor Imagery Using Texture Analysis IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. ,vol. 8, pp. 1442- 1455 ,(2015) , 10.1109/JSTARS.2015.2409131