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[cited 6 Oct 2014]. Available: <ext-link xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" ext-link-type=\"uri\" xlink:href=\"http:\/\/www.who.int\/csr\/don\/2008_12_26\/en\/\" xlink:type=\"simple\">http:\/\/www.who.int\/csr\/don\/2008_12_26\/en\/<\/ext-link>"},{"key":"ref14","unstructured":"WHO | Cholera in Zimbabwe\u2014update 3 [Internet]. [cited 6 Oct 2014]. Available: <ext-link xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" ext-link-type=\"uri\" xlink:href=\"http:\/\/www.who.int\/csr\/don\/2009_03_23\/en\/\" xlink:type=\"simple\">http:\/\/www.who.int\/csr\/don\/2009_03_23\/en\/<\/ext-link>"},{"key":"ref15","doi-asserted-by":"crossref","first-page":"442","DOI":"10.1186\/1471-2458-12-442","article-title":"Elevation and cholera: an epidemiological spatial analysis of the cholera epidemic in Harare, Zimbabwe, 2008\u20132009","volume":"12","author":"MAL Fernandez","year":"2012","journal-title":"BMC Public Health"},{"key":"ref16","doi-asserted-by":"crossref","first-page":"651","DOI":"10.1111\/j.1752-1688.2010.00448.x","article-title":"Tracking Cholera in Coastal Regions Using Satellite Observations1","volume":"46","author":"AS Jutla","year":"2010","journal-title":"JAWRA J Am Water Resour Assoc"},{"key":"ref17","doi-asserted-by":"crossref","first-page":"303","DOI":"10.4269\/ajtmh.2011.11-0181","article-title":"Warming Oceans, Phytoplankton, and River Discharge: Implications for Cholera Outbreaks","volume":"85","author":"AS Jutla","year":"2011","journal-title":"Am J Trop Med Hyg"},{"key":"ref18","doi-asserted-by":"crossref","first-page":"4645","DOI":"10.1128\/AEM.71.8.4645-4654.2005","article-title":"Critical factors influencing the occurrence of Vibrio cholerae in the environment of Bangladesh","volume":"71","author":"A Huq","year":"2005","journal-title":"Appl Environ Microbiol"},{"key":"ref19","doi-asserted-by":"crossref","first-page":"506","DOI":"10.1016\/0035-9203(95)90086-1","article-title":"Microbiological investigation of diarrhoea epidemics among Rwandan refugees in Zaire","volume":"89","author":"MS Islam","year":"1995","journal-title":"Trans R Soc Trop Med Hyg"},{"key":"ref20","doi-asserted-by":"crossref","first-page":"8767","DOI":"10.1073\/pnas.1019712108","article-title":"Estimating the reproductive numbers for the 2008\u20132009 cholera outbreaks in Zimbabwe","volume":"108","author":"Z Mukandavire","year":"2011","journal-title":"Proc Natl Acad Sci"},{"key":"ref21","article-title":"Applied Logistic Regression","author":"D Hosmer","year":"1989"},{"key":"ref22","doi-asserted-by":"crossref","first-page":"965","DOI":"10.1002\/(SICI)1097-0258(19970515)16:9<965::AID-SIM509>3.0.CO;2-O","article-title":"A comparison of goodness-of-fit tests for the logistic regression model","volume":"16","author":"DW Hosmer","year":"1997","journal-title":"Stat Med"},{"key":"ref23","first-page":"28","article-title":"Three Strategic Water Quality Challenges that Decision-Makers Need to Know About and How the CSIR Should Respond [Internet]","author":"A Turton","year":"2008"},{"key":"ref24","doi-asserted-by":"crossref","first-page":"243","DOI":"10.2471\/BLT.11.092189","article-title":"Reinforcing cholera intervention through prediction-aided prevention","volume":"90","author":"A Akanda","year":"2012","journal-title":"Bull World Health Organ"},{"key":"ref25","doi-asserted-by":"crossref","first-page":"e69","DOI":"10.1016\/S2214-109X(13)70155-4","article-title":"Global diarrhoea action plan needs integrated climate-based surveillance","volume":"2","author":"AS Akanda","year":"2014","journal-title":"Lancet Glob Health"},{"key":"ref26","unstructured":"WHO | WHO responds to health crises facing war-wracked South Sudan [Internet]. [cited 16 Oct 2014]. Available: <ext-link xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" ext-link-type=\"uri\" xlink:href=\"http:\/\/www.who.int\/features\/2014\/health-crisis-south-sudan\/en\/\" xlink:type=\"simple\">http:\/\/www.who.int\/features\/2014\/health-crisis-south-sudan\/en\/<\/ext-link>"},{"key":"ref27","unstructured":"WHO. Cholera outbreak in Juba, Central Equatoria State [Internet]. 2014 May p. 5. Available: <ext-link xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" ext-link-type=\"uri\" xlink:href=\"http:\/\/who.int\/hac\/crises\/ssd\/sitreps\/south_sudan_juba_cholera_update_16may2014.pdf?ua=1\" xlink:type=\"simple\">http:\/\/who.int\/hac\/crises\/ssd\/sitreps\/south_sudan_juba_cholera_update_16may2014.pdf?ua=1<\/ext-link>"},{"key":"ref28","unstructured":"Central African Republic: Severe Local Storm\u2014Jun 2011. In: ReliefWeb [Internet]. [cited 16 Oct 2014]. Available: <ext-link xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" ext-link-type=\"uri\" xlink:href=\"http:\/\/reliefweb.int\/disaster\/st-2011-000073-caf\" xlink:type=\"simple\">http:\/\/reliefweb.int\/disaster\/st-2011-000073-caf<\/ext-link>"},{"key":"ref29","unstructured":"CDC Foundation. Cholera Outbreak Investigation in the Central African Republic [Internet]. p. 20. Available: <ext-link xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" ext-link-type=\"uri\" xlink:href=\"http:\/\/www.cdcfoundation.org\/sites\/default\/files\/upload\/pdf\/2011CholeraOutbreakReport.pdf\" xlink:type=\"simple\">http:\/\/www.cdcfoundation.org\/sites\/default\/files\/upload\/pdf\/2011CholeraOutbreakReport.pdf<\/ext-link>"},{"key":"ref30","unstructured":"Rwanda: Floods\u2014Apr 2012. In: ReliefWeb [Internet]. [cited 16 Oct 2014]. Available: <ext-link xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" ext-link-type=\"uri\" xlink:href=\"http:\/\/reliefweb.int\/disaster\/fl-2012-000067-rwa\" xlink:type=\"simple\">http:\/\/reliefweb.int\/disaster\/fl-2012-000067-rwa<\/ext-link>"},{"key":"ref31","first-page":"5","article-title":"Cholera Outbreak in Kinunu and Biruyi Health Centers: Weekly Epidemiological Bulletin [Internet]","author":"R MIH","year":"2012"},{"key":"ref32","unstructured":"9 FCCOS in C| C of B| W| A water news A, Pm 2010 at 2:32. Flooding Causes Cholera Outbreak Spread in Cameroon. In: Circle of Blue WaterNews [Internet]. [cited 16 Oct 2014]. Available: <ext-link xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" ext-link-type=\"uri\" xlink:href=\"http:\/\/www.circleofblue.org\/waternews\/2010\/world\/flooding-causes-cholera-outbreak-spread-in-cameroon\/\" xlink:type=\"simple\">http:\/\/www.circleofblue.org\/waternews\/2010\/world\/flooding-causes-cholera-outbreak-spread-in-cameroon\/<\/ext-link>"},{"key":"ref33","unstructured":"Cameroon cholera deaths rising as heavy rains bring flooding. In: ReliefWeb [Internet]. 3 Aug 2010 [cited 16 Oct 2014]. Available: <ext-link xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" ext-link-type=\"uri\" xlink:href=\"http:\/\/reliefweb.int\/report\/cameroon\/cameroon-cholera-deaths-rising-heavy-rains-bring-flooding\" xlink:type=\"simple\">http:\/\/reliefweb.int\/report\/cameroon\/cameroon-cholera-deaths-rising-heavy-rains-bring-flooding<\/ext-link>"},{"key":"ref34","first-page":"2","article-title":"Global Task Force on Cholera Control [Internet]"},{"key":"ref35","first-page":"2","article-title":"Global Task Force on Cholera Control: Mozambique [Internet]"},{"key":"ref36","unstructured":"Relief Web. Southern Africa: Floods Situation Report No. 6 (as of 15 February 2013). In: ReliefWeb [Internet]. 15 Feb 2013 [cited 16 Oct 2014]. 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