Using imaging spectroscopy to map red mud dust waste: The Podgorica Aluminum Complex case study

作者: Simone Pascucci , Claudia Belviso , Rosa Maria Cavalli , Angelo Palombo , Stefano Pignatti

DOI: 10.1016/J.RSE.2012.03.017

关键词:

摘要: Abstract The aim of this study is to explore the capability hyperspectral remote sensing map areas affected by Red Dust (RD) pollution on soil and river water. chosen area contains residues from extraction aluminum bauxite in a mud pond (i.e. red mud), which contain high concentrations contaminants such as heavy metals, so that special precaution must be taken when disposing avoid RD land surface water resources. We perform laboratory analysis situ measurements polluted samples recognize dominant minerals identify optical characteristics their spectral features. Both an unsupervised methodology shape-based technique, using significant reflectance features, were applied airborne data distribution bare soils. Whereas, assess tool for detection waters semi-analytical model radiative transfer bodies was used. results used consistent with ground truth hence support application technologies rapid mapping industrial wastes, RD. This information suitable development effective intervention policies monitoring programs.

参考文章(61)
R.A. Viscarra Rossel, D.J.J. Walvoort, A.B. McBratney, L.J. Janik, J.O. Skjemstad, Visible, near infrared, mid infrared or combined diffuse reflectance spectroscopy for simultaneous assessment of various soil properties Geoderma. ,vol. 131, pp. 59- 75 ,(2006) , 10.1016/J.GEODERMA.2005.03.007
K. Segl, S. Roessner, U. Heiden, H. Kaufmann, Fusion of spectral and shape features for identification of urban surface cover types using reflective and thermal hyperspectral data Isprs Journal of Photogrammetry and Remote Sensing. ,vol. 58, pp. 99- 112 ,(2003) , 10.1016/S0924-2716(03)00020-0
L. Cécillon, B. G. Barthès, C. Gomez, D. Ertlen, V. Genot, M. Hedde, A. Stevens, J. J. Brun, Assessment and monitoring of soil quality using near-infrared reflectance spectroscopy (NIRS) European Journal of Soil Science. ,vol. 60, pp. 770- 784 ,(2009) , 10.1111/J.1365-2389.2009.01178.X
Julianne H. Bell, Brenda Beitler Bowen, Brigette A. Martini, Imaging spectroscopy of jarosite cement in the Jurassic Navajo Sandstone Remote Sensing of Environment. ,vol. 114, pp. 2259- 2270 ,(2010) , 10.1016/J.RSE.2010.05.002
R. Lasaponara, A. Lanorte, S. Pignatti, Multiscale fuel type mapping in fragmented ecosystems : preliminary results from hyperspectral MIVIS and multispectral Landsat TM data International Journal of Remote Sensing. ,vol. 27, pp. 587- 593 ,(2006) , 10.1080/01431160500227631
Jing Wang, Chein-I Chang, Independent component analysis-based dimensionality reduction with applications in hyperspectral image analysis IEEE Transactions on Geoscience and Remote Sensing. ,vol. 44, pp. 1586- 1600 ,(2006) , 10.1109/TGRS.2005.863297
Pierre Comon, Independent component analysis, a new concept? Signal Processing. ,vol. 36, pp. 287- 314 ,(1994) , 10.1016/0165-1684(94)90029-9
Lars Järup, Hazards of heavy metal contamination. British Medical Bulletin. ,vol. 68, pp. 167- 182 ,(2003) , 10.1093/BMB/LDG032