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The analysis focused on the spatial aggregation patterns of the ignitions for each specific ignition cause. The point\u2010based data on ignitions were interpolated into municipality\u2010level information using kernel methods as the basis for defining five ignition density levels. Afterwards, the combination of socioeconomic factors influencing the ignition density levels of the municipalities was analyzed for each documented cause of ignition using a principal component analysis. The obtained results confirmed the idea that both the spatial aggregation patterns of fire ignitions and the factors defining their occurrence were specific for each of the causes of ignition. Intentional fires and those of unknown origin were found to have similar spatial aggregation patterns, and the presence of high ignition density areas was related to high population and high unemployment rates. Additionally, it was found that fires originated from forest work, agricultural activities, pasture burning, and lightning had a very specific behavior on their own, differing from the similarities found on the spatial aggregation of ignitions originated from smokers, electric lines, machinery, campfires, and those of intentional or unknown origin.<\/jats:p>","DOI":"10.1111\/risa.12339","type":"journal-article","created":{"date-parts":[[2015,3,3]],"date-time":"2015-03-03T16:40:51Z","timestamp":1425400851000},"page":"1197-1209","source":"Crossref","is-referenced-by-count":39,"title":["Different Factors for Different Causes: Analysis of the Spatial Aggregations of Fire Ignitions in Catalonia (Spain)"],"prefix":"10.1111","volume":"35","author":[{"given":"Jos\u00e9 Ram\u00f3n","family":"Gonz\u00e1lez\u2010Olabarria","sequence":"first","affiliation":[{"name":"Forest Science Centre of Catalonia (CEMFOR\u2010CTFC) E\u201025280, Ctra. de St. Lloren\u00e7 de Morunys Km 2 Solsona 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