{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,25]],"date-time":"2026-03-25T08:41:35Z","timestamp":1774428095220,"version":"3.50.1"},"reference-count":83,"publisher":"MDPI AG","issue":"2","license":[{"start":{"date-parts":[[2012,8,7]],"date-time":"2012-08-07T00:00:00Z","timestamp":1344297600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/3.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IJGI"],"abstract":"<jats:p>This paper discusses the use of spatial data for risk and natural disaster management. The importance of remote-sensing (RS), Geographic Information System (GIS) and Global Navigation Satellite System (GNSS) data is stressed by comparing studies of the use of these technologies for natural disaster management. Spatial data sharing is discussed in the context of the establishment of Spatial Data Infrastructures (SDIs) for natural disasters. Some examples of SDI application in disaster management are analyzed, and the need for participation from organizations and governments to facilitate the exchange of information and to improve preventive and emergency plans is reinforced. Additionally, the potential involvement of citizens in the risk and disaster management process by providing voluntary data collected from volunteered geographic information (VGI) applications is explored. A model relating all of the spatial data-sharing aspects discussed in the article was suggested to elucidate the importance of the issues raised.<\/jats:p>","DOI":"10.3390\/ijgi1020166","type":"journal-article","created":{"date-parts":[[2012,8,7]],"date-time":"2012-08-07T10:56:27Z","timestamp":1344336987000},"page":"166-185","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":109,"title":["An Analysis of Geospatial Technologies for Risk and Natural Disaster Management"],"prefix":"10.3390","volume":"1","author":[{"given":"Luiz A.","family":"Manfr\u00e9","sequence":"first","affiliation":[{"name":"Polytechnic School of the University of Sao Paulo, Av. Prof. Almeida Prado, Travessa 2, n\u00b0 83, Cidade Universit\u00e1ria, S\u00e3o Paulo-SP, 05508-900, Brazil"}]},{"given":"Eliane","family":"Hirata","sequence":"additional","affiliation":[{"name":"Polytechnic School of the University of Sao Paulo, Av. Prof. Almeida Prado, Travessa 2, n\u00b0 83, Cidade Universit\u00e1ria, S\u00e3o Paulo-SP, 05508-900, Brazil"}]},{"given":"Jana\u00edna B.","family":"Silva","sequence":"additional","affiliation":[{"name":"Polytechnic School of the University of Sao Paulo, Av. Prof. Almeida Prado, Travessa 2, n\u00b0 83, Cidade Universit\u00e1ria, S\u00e3o Paulo-SP, 05508-900, Brazil"}]},{"given":"Eduardo J.","family":"Shinohara","sequence":"additional","affiliation":[{"name":"Polytechnic School of the University of Sao Paulo, Av. Prof. Almeida Prado, Travessa 2, n\u00b0 83, Cidade Universit\u00e1ria, S\u00e3o Paulo-SP, 05508-900, Brazil"}]},{"given":"Mariana A.","family":"Giannotti","sequence":"additional","affiliation":[{"name":"Polytechnic School of the University of Sao Paulo, Av. 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