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2019 | OriginalPaper | Buchkapitel

Trend Definition of Soil Consumption in the Period 1994–2014 - Municipalities of Potenza, Matera and Melfi

verfasst von : Pasquale Baldantoni, Gabriele Nolè, Antonio Lanorte, Biagio Tucci, Valentina Santarsiero, Beniamino Murgante

Erschienen in: Computational Science and Its Applications – ICCSA 2019

Verlag: Springer International Publishing

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Abstract

Soil consumption often shows a temporal trend that seems to be disconnected from the real territory needs. In this study the phenomenon is analyzed in some areas of the Basilicata Region (South of Italy) that, on average, are characterized by a low increase in economic activities and a negative demographic trend. The implemented procedure aims to detect the land consumption within some of the most representative municipalities of the Basilicata region, in this case Potenza, Pignola, Melfi and Matera, in order to meet the ISPRA (The Italian Institute for Environmental Protection and Research, ISPRA - Istituto Superiore per la Protezione e la Ricerca Ambientale) guidelines, which provide for zeroing of land consumption by 2050. Also the Basilicata Region is affected by this phenomenon and it is fundamental to analyze the trend of variations and relate it to the economic activities and the demographic trend on the municipal territory, as each of these parameters can help to evaluate the state of art and improve the tools available to the planner with a view to current and future territory management. The analysis is performed by using Landsat images, that allow to access a historical database of over 30 years, thanks to which it was possible to obtain maps of land consumption for the years 1994, 2004 and 2014, using a supervised classification algorithm (SVM). The next step is to implement data obtained with other statistical information, available through ISTAT (National Italian Statistical Institute) censuses and other accredited sources.

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Fußnoten
1
Il database geotopografico della Regione Basilicata è disponibile al sito https://​rsdi.​regione.​basilicata.​it/​dbgt-ctr/​.
 
2
Operational Land Imager OLI captures data with improved radiometric precision over a 12-bit dynamic range, which improves overall signal to noise ratio. (source: https://​www.​usgs.​gov/​land-resources/​nli/​landsat/​landsat-8?​qt-science_​support_​page_​related_​con=​0#qt-science_​support_​page_​related_​con).
 
3
USGS and NASA released LANDSAT level 2A product (surface reflectances corrected for atmospheric effects with a cloud mask, a cloud shadow mask, and a water and snow mask). The thermal data are expressed as brightness temperatures at the top of atmosphere.
 
Literatur
1.
Zurück zum Zitat Barberis, R.: Consumo dei suoli e qualità dei suoli urbani, p. 703 (2005) Barberis, R.: Consumo dei suoli e qualità dei suoli urbani, p. 703 (2005)
2.
Zurück zum Zitat De Stefano, A.: Le aree protette e i parchi naturali. Regione Basilicata, p. 1 (2006) De Stefano, A.: Le aree protette e i parchi naturali. Regione Basilicata, p. 1 (2006)
3.
Zurück zum Zitat Di Palma, F., Amato, F., Nolè, G., Martellozzo, F., Murgante, B.: A SMAP supervised classification of landsat images for urban sprawl evaluation. Int. J. Geo-Inf. 7 (2016) Di Palma, F., Amato, F., Nolè, G., Martellozzo, F., Murgante, B.: A SMAP supervised classification of landsat images for urban sprawl evaluation. Int. J. Geo-Inf. 7 (2016)
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Zurück zum Zitat Lanorte, A., et al.: Agricultural plastic waste spatial estimation by Landsat 8 satellite images. Comput. Electron. Agric. 141, 35 (2017)CrossRef Lanorte, A., et al.: Agricultural plastic waste spatial estimation by Landsat 8 satellite images. Comput. Electron. Agric. 141, 35 (2017)CrossRef
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Zurück zum Zitat Saganeiti, L., Favale, A., Pilogallo, A., Scorza, F., Murgante, B.: Assessing urban fragmentation at regional scale using sprinkling indexes. Sustainability, 4 (2018) Saganeiti, L., Favale, A., Pilogallo, A., Scorza, F., Murgante, B.: Assessing urban fragmentation at regional scale using sprinkling indexes. Sustainability, 4 (2018)
Metadaten
Titel
Trend Definition of Soil Consumption in the Period 1994–2014 - Municipalities of Potenza, Matera and Melfi
verfasst von
Pasquale Baldantoni
Gabriele Nolè
Antonio Lanorte
Biagio Tucci
Valentina Santarsiero
Beniamino Murgante
Copyright-Jahr
2019
DOI
https://doi.org/10.1007/978-3-030-24302-9_49

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