Digital soil mapping using artificial neural networks – sampling issues

José António Pereira Tenedório; Sérgio Manuel Carneiro Freire

Digital soil mapping using artificial neural networks – sampling issues

José António Pereira Tenedório, Sérgio Manuel Carneiro Freire

e-GEO -Centro de Estudos de Geografia e Planeamento Regional

Research output: Chapter in Book/Report/Conference proceeding › Chapter

Abstract

Oral relations and poster about:Slope instabilities, Soil and land planning,Subsurface geology (geothermal energy, CCS, 3D modelling), Popularisation of geosciences and geoheritage, Coastal system management, Water resources, Urban geology, Mining and natural aggregate resources,Seismic risk, Regional geochemical mapping and its environmental application, Mapping data and Information systems, INSPIRE, Natural resourcesand hazards in the Mediterranean.

Original language	Unknown
Title of host publication	Proceedings of the 7th European Congress on Regional Geoscientific Cartography and Information Systems
Editors	Simonetta Scappini, Silvio Zapparoli
Place of Publication	Bologna
Publisher	Centro Stampa Regione Emilia-Romagna
Pages	140-141
Publication status	Published - 1 Jan 2012
Event	7th EUREGEO - 7th European Congress on Regional Geoscientific Cartography and Information Systems - Duration: 1 Jan 2012 → …

Publication series

Name	Sustainable Geo-Management - Proceedings Volume I
Publisher	Centro Stampa Regione Emilia-Romagna

Conference

Conference	7th EUREGEO - 7th European Congress on Regional Geoscientific Cartography and Information Systems
Period	1/01/12 → …

Cite this

Tenedório, J. A. P., & Freire, S. M. C. (2012). Digital soil mapping using artificial neural networks – sampling issues. In S. Scappini, & S. Zapparoli (Eds.), Proceedings of the 7th European Congress on Regional Geoscientific Cartography and Information Systems (pp. 140-141). (Sustainable Geo-Management - Proceedings Volume I). Centro Stampa Regione Emilia-Romagna.

Tenedório, José António Pereira ; Freire, Sérgio Manuel Carneiro. / Digital soil mapping using artificial neural networks – sampling issues. Proceedings of the 7th European Congress on Regional Geoscientific Cartography and Information Systems. editor / Simonetta Scappini ; Silvio Zapparoli. Bologna : Centro Stampa Regione Emilia-Romagna, 2012. pp. 140-141 (Sustainable Geo-Management - Proceedings Volume I).

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title = "Digital soil mapping using artificial neural networks – sampling issues",

abstract = "Oral relations and poster about:Slope instabilities, Soil and land planning,Subsurface geology (geothermal energy, CCS, 3D modelling), Popularisation of geosciences and geoheritage, Coastal system management, Water resources, Urban geology, Mining and natural aggregate resources,Seismic risk, Regional geochemical mapping and its environmental application, Mapping data and Information systems, INSPIRE, Natural resourcesand hazards in the Mediterranean.",

keywords = "Multi-Layer Perceptron Model, Soil Digital Modelling, Spatial Autocorrelation., Sampling, Neural Networks",

author = "Tened{\'o}rio, {Jos{\'e} Ant{\'o}nio Pereira} and Freire, {S{\'e}rgio Manuel Carneiro}",

note = "1st Volume - Proceedings 7th EUREGEO, 2012 (pdf, 32.640kb) 2nd Volume - Proceedings 7th EUREGEO, 2012 (pdf, 23.829kb) http://geo.regione.emilia-romagna.it/gstatico/documenti/euregeo/7th_EUREGEO_Volume_1.pdf http://geo.regione.emilia-romagna.it/gstatico/documenti/euregeo/7th_EUREGEO_Volume_2.pdf; null ; Conference date: 01-01-2012",

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series = "Sustainable Geo-Management - Proceedings Volume I",

publisher = "Centro Stampa Regione Emilia-Romagna",

pages = "140--141",

editor = "Simonetta Scappini and Silvio Zapparoli",

booktitle = "Proceedings of the 7th European Congress on Regional Geoscientific Cartography and Information Systems",

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Tenedório, JAP & Freire, SMC 2012, Digital soil mapping using artificial neural networks – sampling issues. in S Scappini & S Zapparoli (eds), Proceedings of the 7th European Congress on Regional Geoscientific Cartography and Information Systems. Sustainable Geo-Management - Proceedings Volume I, Centro Stampa Regione Emilia-Romagna, Bologna, pp. 140-141, 7th EUREGEO - 7th European Congress on Regional Geoscientific Cartography and Information Systems, 1/01/12.

Digital soil mapping using artificial neural networks – sampling issues. / Tenedório, José António Pereira ; Freire, Sérgio Manuel Carneiro.

Proceedings of the 7th European Congress on Regional Geoscientific Cartography and Information Systems. ed. / Simonetta Scappini; Silvio Zapparoli. Bologna : Centro Stampa Regione Emilia-Romagna, 2012. p. 140-141 (Sustainable Geo-Management - Proceedings Volume I).

Research output: Chapter in Book/Report/Conference proceeding › Chapter

TY - CHAP

T1 - Digital soil mapping using artificial neural networks – sampling issues

AU - Tenedório, José António Pereira

AU - Freire, Sérgio Manuel Carneiro

N1 - 1st Volume - Proceedings 7th EUREGEO, 2012 (pdf, 32.640kb) 2nd Volume - Proceedings 7th EUREGEO, 2012 (pdf, 23.829kb) http://geo.regione.emilia-romagna.it/gstatico/documenti/euregeo/7th_EUREGEO_Volume_1.pdf http://geo.regione.emilia-romagna.it/gstatico/documenti/euregeo/7th_EUREGEO_Volume_2.pdf

PY - 2012/1/1

Y1 - 2012/1/1

N2 - Oral relations and poster about:Slope instabilities, Soil and land planning,Subsurface geology (geothermal energy, CCS, 3D modelling), Popularisation of geosciences and geoheritage, Coastal system management, Water resources, Urban geology, Mining and natural aggregate resources,Seismic risk, Regional geochemical mapping and its environmental application, Mapping data and Information systems, INSPIRE, Natural resourcesand hazards in the Mediterranean.

AB - Oral relations and poster about:Slope instabilities, Soil and land planning,Subsurface geology (geothermal energy, CCS, 3D modelling), Popularisation of geosciences and geoheritage, Coastal system management, Water resources, Urban geology, Mining and natural aggregate resources,Seismic risk, Regional geochemical mapping and its environmental application, Mapping data and Information systems, INSPIRE, Natural resourcesand hazards in the Mediterranean.

KW - Multi-Layer Perceptron Model

KW - Soil Digital Modelling

KW - Spatial Autocorrelation.

KW - Sampling

KW - Neural Networks

M3 - Chapter

T3 - Sustainable Geo-Management - Proceedings Volume I

SP - 140

EP - 141

BT - Proceedings of the 7th European Congress on Regional Geoscientific Cartography and Information Systems

A2 - Scappini, Simonetta

A2 - Zapparoli, Silvio

PB - Centro Stampa Regione Emilia-Romagna

CY - Bologna

Y2 - 1 January 2012

ER -