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Nigeria has a unique tropical climate with two precipitation regimes: low precipitation in the north leading to aridity and desertification and high precipitation in parts of the southwest and southeast leading to large scale flooding. In this research, four indices have been used to characterize the intensity, frequency, and amount of rainfall over Nigeria. A type of Artificial Neural Network called the self-organizing map has been used to reduce the multiplicity of dimensions and produce four unique zones characterizing extreme precipitation conditions in Nigeria. This approach allowed for the assessment of spatial and temporal patterns in extreme precipitation in the last three decades. Precipitation properties in each cluster are discussed. The cluster closest to the Atlantic has high values of precipitation intensity, frequency, and duration, whereas the cluster closest to the Sahara Desert has low values. A significant increasing trend has been observed in the frequency of rainy days at the center of the northern region of Nigeria.<\/jats:p>","DOI":"10.1155\/2017\/8576150","type":"journal-article","created":{"date-parts":[[2017,8,9]],"date-time":"2017-08-09T17:06:46Z","timestamp":1502298406000},"page":"1-11","source":"Crossref","is-referenced-by-count":79,"title":["Geospatial Analysis of Extreme Weather Events in Nigeria (1985\u20132015) Using Self-Organizing Maps"],"prefix":"10.1155","volume":"2017","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-7388-0155","authenticated-orcid":true,"given":"Adeoluwa","family":"Akande","sequence":"first","affiliation":[{"name":"NOVA IMS, Universidade Nova de Lisboa, Campus de Campolide, 1070-312 Lisboa, Portugal"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2904-1028","authenticated-orcid":true,"given":"Ana Cristina","family":"Costa","sequence":"additional","affiliation":[{"name":"NOVA IMS, Universidade Nova de Lisboa, Campus de Campolide, 1070-312 Lisboa, Portugal"}]},{"given":"Jorge","family":"Mateu","sequence":"additional","affiliation":[{"name":"Department of Mathematics, Universitat Jaume I, 12071 Castellon, Spain"}]},{"given":"Roberto","family":"Henriques","sequence":"additional","affiliation":[{"name":"NOVA IMS, Universidade Nova de Lisboa, Campus de Campolide, 1070-312 Lisboa, Portugal"}]}],"member":"311","reference":[{"key":"1","doi-asserted-by":"publisher","DOI":"10.1596\/978-0-8213-8845-7"},{"key":"2","volume":"52","year":"2009","journal-title":"Climate Data and Monitoring"},{"key":"3","year":"2007"},{"key":"4","doi-asserted-by":"publisher","DOI":"10.1016\/j.cell.2010.01.022"},{"key":"5","doi-asserted-by":"publisher","DOI":"10.1017\/cbo9781107415416"},{"key":"6","first-page":"16","year":"2013","journal-title":"International Journal on Advances in Intelligent Systems"},{"key":"7","doi-asserted-by":"publisher","DOI":"10.1002\/joc.3720"},{"key":"8","doi-asserted-by":"publisher","DOI":"10.1002\/wrcr.20329"},{"key":"9","doi-asserted-by":"publisher","DOI":"10.1029\/2005jd006290"},{"key":"10","doi-asserted-by":"publisher","DOI":"10.1002\/jgrd.50150"},{"key":"11","doi-asserted-by":"publisher","DOI":"10.1029\/2006JD007103"},{"key":"12","doi-asserted-by":"publisher","DOI":"10.1002\/joc.3619"},{"key":"14","doi-asserted-by":"publisher","DOI":"10.1007\/978-94-015-9265-9_2"},{"issue":"2","key":"13","first-page":"83","volume":"54","year":"2005","journal-title":"WMO Bulletin"},{"issue":"2","key":"16","doi-asserted-by":"crossref","first-page":"93","DOI":"10.1080\/09709274.2009.11906223","volume":"28","year":"2009","journal-title":"Journal of Human Ecology"},{"key":"17","doi-asserted-by":"publisher","DOI":"10.1007\/s10113-012-0381-7"},{"issue":"4","key":"18","first-page":"311","volume":"23","year":"2008","journal-title":"Conflict"},{"key":"19","doi-asserted-by":"publisher","DOI":"10.5897\/AJAR2013.8315"},{"key":"20","doi-asserted-by":"publisher","DOI":"10.1155\/2016\/1940456"},{"key":"21","doi-asserted-by":"publisher","DOI":"10.3354\/cr032229"},{"issue":"8","key":"22","volume":"4","year":"2010","journal-title":"Field Actions Science Reports. 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