Recent improvements in the spatial and spectral resolutions of remote sensing imaging instruments have increased vastly their ability to detect subtle variations in the health of vegetation and in the soil in which it is growing. This capability, coupled with the unique ability of remote sensing data to produce synoptic maps of a land surface, make them a potentially powerful tool for monitoring the spread of contaminants within a soil-body. The aims of this paper are to review the potential for this application of imaging spectroscopy, and to describe current work which is aimed at assessing how well spectrometric data can distinguish the cause of vegetation stress. This work analyses the residual spectrum which results from subtraction of a healthy vegetation spectrum from that observed and using controlled field trials, deduces characteristic spectral elements which are indicative of different causes of stress. These are then fed into an artificial neural network, which interrogates each pixel in a spectrometric image and returns an assessment of the health of the vegetation therein. The application to landfill sites is central to this work, but future work expanding the application of such a method to derelict brownfield sites is discussed.
机构:
Univ Milan, Dipartimento Fis Aldo Pontremoli, Via Celoria 16, I-20133 Milan, ItalyUniv Milan, Dipartimento Fis Aldo Pontremoli, Via Celoria 16, I-20133 Milan, Italy
Bonizzoni, Letizia
Caglio, Simone
论文数: 0引用数: 0
h-index: 0
机构:
Univ Milano Bicocca, Dipartimento Sci Mat, I-20125 Milan, ItalyUniv Milan, Dipartimento Fis Aldo Pontremoli, Via Celoria 16, I-20133 Milan, Italy
Caglio, Simone
论文数: 引用数:
h-index:
机构:
Galli, Anna
Germinario, Chiara
论文数: 0引用数: 0
h-index: 0
机构:
Univ Sannio, Dept Sci & Technol, Via Sanctis, I-82100 Benevento, ItalyUniv Milan, Dipartimento Fis Aldo Pontremoli, Via Celoria 16, I-20133 Milan, Italy
Germinario, Chiara
论文数: 引用数:
h-index:
机构:
Izzo, Francesco
Magrini, Donata
论文数: 0引用数: 0
h-index: 0
机构:
CNR, Ist Sci Patrimonio Culturale, ISPC CNR, Area Ric Firenze, Via Madonna Piano 10, I-50019 Sesto Fiorentino, ItalyUniv Milan, Dipartimento Fis Aldo Pontremoli, Via Celoria 16, I-20133 Milan, Italy
机构:
Univ Perugia, SMAArt, Dipartimento Chim, Via Elce Sotto 8, I-06123 Perugia, ItalyUniv Perugia, SMAArt, Dipartimento Chim, Via Elce Sotto 8, I-06123 Perugia, Italy
Vagnini, M.
Anselmi, C.
论文数: 0引用数: 0
h-index: 0
机构:
Ist CNR Ric Ecosistemi Terrestri CNR IRET, Via G Marconi 2, I-05010 Porano, TR, ItalyUniv Perugia, SMAArt, Dipartimento Chim, Via Elce Sotto 8, I-06123 Perugia, Italy
Anselmi, C.
论文数: 引用数:
h-index:
机构:
Vivani, R.
Sgamellotti, A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Perugia, SMAArt, Dipartimento Chim, Via Elce Sotto 8, I-06123 Perugia, Italy
Univ Studi Perugia, Ist CNR Sci & Tecnol Chim CNR SCITEC, Dipartimento Chim, Via Elce Sotto 8, I-06123 Perugia, Italy
Acad Nazl Lincei, Via Lungara 10, I-00165 Rome, ItalyUniv Perugia, SMAArt, Dipartimento Chim, Via Elce Sotto 8, I-06123 Perugia, Italy