Intelligenza artificiale e ortofoto per il censimento e la gestione delle aree pascolabili in ambiente alpino

Mountain areas include precious environments like pastures that require preservation strategies by the appointed authorities. Here we present a system that processes orthophotos acquired by Agenzia per le Erogazioni in Agricoltura using Artificial Intelligence to reduce the time and costs of human...

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Autor principal:	Francesca Bovolo
Formato:	article
Lenguaje:	EN IT
Publicado:	mediaGEO soc. coop. 2021
Materias:	Intelligenza Artificiale Sistemi Informativi Ortofoto Pascoli Gestione Montana Cartography GA101-1776 Cadastral mapping GA109.5
Acceso en línea:	https://doaj.org/article/dd0cc125f2aa43658724059b96a33f66
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id	oai:doaj.org-article:dd0cc125f2aa43658724059b96a33f66
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spelling	oai:doaj.org-article:dd0cc125f2aa43658724059b96a33f662021-11-09T17:39:55ZIntelligenza artificiale e ortofoto per il censimento e la gestione delle aree pascolabili in ambiente alpino10.48258/geo.v25i2.17881128-81322283-5687https://doaj.org/article/dd0cc125f2aa43658724059b96a33f662021-06-01T00:00:00Zhttps://www.mediageo.it/ojs/index.php/GEOmedia/article/view/1788https://doaj.org/toc/1128-8132https://doaj.org/toc/2283-5687 Mountain areas include precious environments like pastures that require preservation strategies by the appointed authorities. Here we present a system that processes orthophotos acquired by Agenzia per le Erogazioni in Agricoltura using Artificial Intelligence to reduce the time and costs of human inspection in pasture management activities. The system is trained to automatically classify multiple kinds of pasture and no-pasture areas. A user interface allows to query and refine the pasture maps. The map can be updated as new orthophotos come in. The system achieves good performance in the Provincia Autonoma di Trento (PAT), but it is suitable for similar mountain areas as well. Francesca BovolomediaGEO soc. coop.articleIntelligenza ArtificialeSistemi InformativiOrtofotoPascoliGestione MontanaCartographyGA101-1776Cadastral mappingGA109.5ENITGEOmedia, Vol 25, Iss 2 (2021)
institution	DOAJ
collection	DOAJ
language	EN IT
topic	Intelligenza Artificiale Sistemi Informativi Ortofoto Pascoli Gestione Montana Cartography GA101-1776 Cadastral mapping GA109.5
spellingShingle	Intelligenza Artificiale Sistemi Informativi Ortofoto Pascoli Gestione Montana Cartography GA101-1776 Cadastral mapping GA109.5 Francesca Bovolo Intelligenza artificiale e ortofoto per il censimento e la gestione delle aree pascolabili in ambiente alpino
description	Mountain areas include precious environments like pastures that require preservation strategies by the appointed authorities. Here we present a system that processes orthophotos acquired by Agenzia per le Erogazioni in Agricoltura using Artificial Intelligence to reduce the time and costs of human inspection in pasture management activities. The system is trained to automatically classify multiple kinds of pasture and no-pasture areas. A user interface allows to query and refine the pasture maps. The map can be updated as new orthophotos come in. The system achieves good performance in the Provincia Autonoma di Trento (PAT), but it is suitable for similar mountain areas as well.
format	article
author	Francesca Bovolo
author_facet	Francesca Bovolo
author_sort	Francesca Bovolo
title	Intelligenza artificiale e ortofoto per il censimento e la gestione delle aree pascolabili in ambiente alpino
title_short	Intelligenza artificiale e ortofoto per il censimento e la gestione delle aree pascolabili in ambiente alpino
title_full	Intelligenza artificiale e ortofoto per il censimento e la gestione delle aree pascolabili in ambiente alpino
title_fullStr	Intelligenza artificiale e ortofoto per il censimento e la gestione delle aree pascolabili in ambiente alpino
title_full_unstemmed	Intelligenza artificiale e ortofoto per il censimento e la gestione delle aree pascolabili in ambiente alpino
title_sort	intelligenza artificiale e ortofoto per il censimento e la gestione delle aree pascolabili in ambiente alpino
publisher	mediaGEO soc. coop.
publishDate	2021
url	https://doaj.org/article/dd0cc125f2aa43658724059b96a33f66
work_keys_str_mv	AT francescabovolo intelligenzaartificialeeortofotoperilcensimentoelagestionedelleareepascolabiliinambientealpino
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Intelligenza artificiale e ortofoto per il censimento e la gestione delle aree pascolabili in ambiente alpino

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