{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,6]],"date-time":"2025-05-06T05:08:09Z","timestamp":1746508089958},"reference-count":48,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2015,5,27]],"date-time":"2015-05-27T00:00:00Z","timestamp":1432684800000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Malar J"],"published-print":{"date-parts":[[2015,12]]},"DOI":"10.1186\/s12936-015-0719-y","type":"journal-article","created":{"date-parts":[[2015,5,26]],"date-time":"2015-05-26T06:36:29Z","timestamp":1432622189000},"update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":15,"title":["Mining geographic variations of Plasmodium vivax for active surveillance: a case study in China"],"prefix":"10.1186","volume":"14","author":[{"given":"Benyun","family":"Shi","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Qi","family":"Tan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiao-Nong","family":"Zhou","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jiming","family":"Liu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2015,5,27]]},"reference":[{"key":"719_CR1","doi-asserted-by":"publisher","first-page":"17","DOI":"10.1186\/2049-9957-3-17","volume":"3","author":"E Tambo","year":"2014","unstructured":"Tambo E, Ai L, Zhou X, Chen JH, Hu W, Bergquist R, et al.Surveillance-response systems: the key to elimination of tropical diseases. Infect Dis Poverty. 2014; 3:17.","journal-title":"Infect Dis Poverty"},{"key":"719_CR2","doi-asserted-by":"publisher","first-page":"11","DOI":"10.1186\/2049-9957-3-1","volume":"3","author":"D Zofou","year":"2014","unstructured":"Zofou D, Nyasa RB, Nsagha DS, Ntie-Kang F, Meriki HD, Assob JCN, et al.Control of malaria and other vector-borne protozoan diseases in the tropics: enduring challenges despite considerable progress and achievements. Infect Dis Poverty. 2014; 3:11.","journal-title":"Infect Dis Poverty"},{"key":"719_CR3","volume-title":"Spatial Epidemiology: Methods and Applications","author":"P Elliot","year":"2000","unstructured":"Elliot P, Wakefield JC, Best NG, Briggs DJ. Spatial Epidemiology: Methods and Applications. Oxford: Oxford University Press; 2000."},{"key":"719_CR4","doi-asserted-by":"publisher","first-page":"473","DOI":"10.1371\/journal.pmed.0030473","volume":"3","author":"SI Hay","year":"2006","unstructured":"Hay SI, Snow RW. The malaria atlas project: developing global maps of malaria risk. PLoS Med. 2006; 3:473.","journal-title":"PLoS Med"},{"key":"719_CR5","doi-asserted-by":"publisher","first-page":"328","DOI":"10.1016\/j.tree.2005.03.009","volume":"20","author":"RS Ostfelda","year":"2005","unstructured":"Ostfelda RS, Glassb GE, Keesing F. Spatial epidemiology: an emerging (or re-emerging) discipline. Trends Ecol Evol. 2005; 20:328\u20136.","journal-title":"Trends Ecol Evol"},{"key":"719_CR6","doi-asserted-by":"publisher","first-page":"303","DOI":"10.1186\/1475-2875-10-303","volume":"10","author":"PA Eckhoff","year":"2011","unstructured":"Eckhoff PA. A malaria transmission-directed model of mosquito life cycle and ecology. Malar J. 2011; 10:303.","journal-title":"Malar J"},{"key":"719_CR7","doi-asserted-by":"crossref","unstructured":"Shi B, Xia S, Liu J. A complex systems approach to infectious disease surveillance and response. In: Proceedings of the International Conference on Brain and Health Informatics. Gunma, Japan: 2013. p. 524\u201335.","DOI":"10.1007\/978-3-319-02753-1_53"},{"key":"719_CR8","doi-asserted-by":"publisher","first-page":"19","DOI":"10.1186\/2049-9957-3-19","volume":"3","author":"K Yadav","year":"2014","unstructured":"Yadav K, Dhiman S, Rabha B, Saikia P, Veer V. Socio-economic determinants for malaria transmission risk in an endemic primary health centre in Assam, India. Infect Dis Poverty. 2014; 3:19.","journal-title":"Infect Dis Poverty"},{"key":"719_CR9","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1186\/2049-9957-1-5","volume":"1","author":"CD Butler","year":"2012","unstructured":"Butler CD. Infectious disease emergence and global change: thinking systemically in a shrinking world. Infect Dis Poverty. 2012; 1:5.","journal-title":"Infect Dis Poverty"},{"key":"719_CR10","doi-asserted-by":"publisher","first-page":"11","DOI":"10.1186\/2049-9957-1-11","volume":"1","author":"J Liu","year":"2012","unstructured":"Liu J, Yang B, Cheung WK, Yang G. Malaira transmission modelling:a network perspective. Infect Dis Poverty. 2012; 1:11.","journal-title":"Infect Dis Poverty"},{"key":"719_CR11","doi-asserted-by":"publisher","first-page":"1152","DOI":"10.1289\/ehp.6052","volume":"111","author":"JS Brownstein","year":"2003","unstructured":"Brownstein JS, Holford TR, Fish D. A climate-based model predicts the spatial distribution of the Lyme disease vector Ixodes scapularis in the United States. Environ Health Perspect. 2003; 111:1152\u20137.","journal-title":"Environ Health Perspect"},{"key":"719_CR12","doi-asserted-by":"publisher","first-page":"843","DOI":"10.1093\/aje\/kwg046","volume":"157","author":"CN Theophilides","year":"2003","unstructured":"Theophilides CN, Ahearn SC, Grady S, Merlino M. Identifying West Nile virus risk areas: the dynamic continuous-area space-time system. Am J Epidemiol. 2003; 157:843\u201354.","journal-title":"Am J Epidemiol"},{"key":"719_CR13","doi-asserted-by":"publisher","first-page":"364","DOI":"10.1097\/00001648-200205000-00020","volume":"13","author":"GL Werneck","year":"2002","unstructured":"Werneck GL, Costa CH, Walker AM, David JR, Wand M, Maquire JH. The urban spread of visceral leishmaniasis: clues from spatial analysis. Epidemiology. 2002; 13:364\u20137.","journal-title":"Epidemiology"},{"key":"719_CR14","volume-title":"The Prevention of Malaria","author":"R Ross","year":"1911","unstructured":"Ross R. The Prevention of Malaria: London: John Murray; 1911."},{"key":"719_CR15","doi-asserted-by":"publisher","first-page":"202","DOI":"10.1186\/1475-2875-10-202","volume":"10","author":"S Mandal","year":"2011","unstructured":"Mandal S, Sarkar RR, Sinha S. Mathematical models of malaria - a review. Malar J. 2011; 10:202.","journal-title":"Malar J"},{"key":"719_CR16","doi-asserted-by":"publisher","first-page":"2682","DOI":"10.1371\/journal.pntd.0002682","volume":"8","author":"B Shi","year":"2014","unstructured":"Shi B, Liu J, Zhou XN, Yang GJ. Inferring plasmodium vivax transmission networks from tempo-spatial surveillance data. PLoS Negl Trop Dis. 2014; 8:2682.","journal-title":"PLoS Negl Trop Dis"},{"key":"719_CR17","doi-asserted-by":"publisher","first-page":"1814","DOI":"10.1371\/journal.pntd.0001814","volume":"6","author":"PW Gething","year":"2012","unstructured":"Gething PW, Elyazar IRF, Moyes CL, Smith DL, Battle KE, Guerra CA, et al.A long neglected world malaria map: Plasmodium vivax endemicity in 2010. PLoS Negl Trop Dis. 2012; 6:1814.","journal-title":"PLoS Negl Trop Dis"},{"key":"719_CR18","doi-asserted-by":"publisher","first-page":"7","DOI":"10.1186\/2049-9957-1-7","volume":"1","author":"E Tambo","year":"2012","unstructured":"Tambo E, Adedeji AA, Huang F, Chen JH, Zhou SS, Tang LH. Scaling up impact of malaria control programmes: a tale of events in Sub-Saharan Africa and People\u2019s Republic of China. Infect Dis Poverty. 2012; 1:7.","journal-title":"Infect Dis Poverty"},{"key":"719_CR19","doi-asserted-by":"crossref","first-page":"503","DOI":"10.4269\/ajtmh.2009.81.503","volume":"81","author":"FM Hui","year":"2009","unstructured":"Hui FM, Xu B, Chen ZW, Cheng X, Liang L, Huang HB, et al.Spatio-temporal distribution of malaria in Yunnan province, China. Am J Trop Med Hyg. 2009; 81:503\u20139.","journal-title":"Am J Trop Med Hyg"},{"key":"719_CR20","first-page":"401","volume":"24","author":"SS Zhou","year":"2006","unstructured":"Zhou SS, Wang Y, Tang LH. Malaria situation in the People\u2019s Republic of China in 2005. Chin J Parasitol Parasitic Dis. 2006; 24:401\u20133.","journal-title":"Chin J Parasitol Parasitic Dis"},{"key":"719_CR21","first-page":"419","volume":"30","author":"ZG Xia","year":"2012","unstructured":"Xia ZG, Yang MN, Zhou SS. Malaria situation in the People\u2019s Republic of China in 2011. Chin J Parasitol Parasitic Dis. 2012; 30:419\u201322.","journal-title":"Chin J Parasitol Parasitic Dis"},{"key":"719_CR22","unstructured":"National Bureau of Statistics of China. The Fifth National Census in China. http:\/\/www.stats.gov.cn\/tjsj\/pcsj\/rkpc\/dwcrkpc\/."},{"key":"719_CR23","doi-asserted-by":"publisher","first-page":"15135","DOI":"10.1073\/pnas.1006422107","volume":"107","author":"KP Paaijmans","year":"2010","unstructured":"Paaijmans KP, Blanford S, Bell AS, Blanford JI, Read AF, Thomas MB. Influence of climate on malaria transmission depends on daily temperature variation. Proc Natl Acad Sci U S A. 2010; 107:15135\u20139.","journal-title":"Proc Natl Acad Sci U S A"},{"key":"719_CR24","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1186\/1756-3305-4-92","volume":"4","author":"PW Gething","year":"2011","unstructured":"Gething PW, Boeckel TPV, Smith DL, Guerra CA, Patil AP, Snow RW, et al.Modelling the global constraints of temperature on transmission of plasmodium falciparum and p. vivax,. Parasit Vectors. 2011; 4:1\u201311.","journal-title":"Parasit Vectors"},{"key":"719_CR25","doi-asserted-by":"publisher","first-page":"130","DOI":"10.1186\/1475-2875-8-130","volume":"8","author":"H Lin","year":"2009","unstructured":"Lin H, Lu L, Tian L, Zhou S, Wu H, Bi Y, et al.Spatial and temporal distribution of falciparum malaria in China. Malar J. 2009; 8:130.","journal-title":"Malar J"},{"key":"719_CR26","doi-asserted-by":"publisher","first-page":"32","DOI":"10.1186\/2049-9957-3-32","volume":"3","author":"Y Bi","year":"2014","unstructured":"Bi Y, Tong S. Poverty and malaria in the Yunnan province, China. Infect Dis Poverty. 2014; 3:32.","journal-title":"Infect Dis Poverty"},{"key":"719_CR27","doi-asserted-by":"publisher","first-page":"169","DOI":"10.1186\/1475-2875-13-169","volume":"13","author":"DK Pindolia","year":"2014","unstructured":"Pindolia DK, Garcia AJ, Huang Z, Fik T, Smith DL, Tatem AJ. Quantifying cross-border movements and migrations for guiding the strategic planning of malaria control and elimination. Malar J. 2014; 13:169.","journal-title":"Malar J"},{"key":"719_CR28","doi-asserted-by":"publisher","first-page":"1259","DOI":"10.1198\/jasa.2011.ap10611","volume":"106","author":"M Chena","year":"2011","unstructured":"Chena M, Zaasa A, Woodsa C, Ginsburga GS, Lucasa J, Dunsona D, et al.Predicting viral infection from high-dimensional biomarker trajectories. J Am Stat Assoc. 2011; 106:1259\u201379.","journal-title":"J Am Stat Assoc"},{"key":"719_CR29","doi-asserted-by":"publisher","first-page":"96935","DOI":"10.1371\/journal.pone.0096935","volume":"9","author":"G Valiakos","year":"2014","unstructured":"Valiakos G, Papaspyropoulos K, Giannakopoulos A, Birtsas P, Tsiodras S, Hutchings MR, et al.Use of wild bird surveillance, human case data and GIS spatial analysis for predicting spatial distributions of West Nile virus in Greece. PLoS One. 2014; 9:96935.","journal-title":"PLoS One"},{"key":"719_CR30","doi-asserted-by":"publisher","first-page":"595948","DOI":"10.1155\/2012\/595948","volume":"2012","author":"P Ceccato","year":"2012","unstructured":"Ceccato P, Vancutsem C, Klaver R, Rowland J, Connor SJ. A vectorial capacity product to monitor changing malaria transmission potential in epidemic regions of Africa. J Trop Med. 2012; 2012:595948.","journal-title":"J Trop Med"},{"key":"719_CR31","doi-asserted-by":"publisher","first-page":"13","DOI":"10.1186\/1475-2875-3-13","volume":"3","author":"DL Smith","year":"2004","unstructured":"Smith DL, McKenzie FE. Statics and dynamics of malaria infection in Anopheles mosquitoes. Malar J. 2004; 3:13.","journal-title":"Malar J"},{"key":"719_CR32","doi-asserted-by":"publisher","first-page":"339","DOI":"10.1007\/s11222-006-9438-0","volume":"16","author":"H Haario","year":"2006","unstructured":"Haario H, Laine M, Mira A, Saksman E. Dram: efficient adaptive MCMC. Stat Comput. 2006; 16:339\u201354.","journal-title":"Stat Comput"},{"key":"719_CR33","doi-asserted-by":"publisher","DOI":"10.1201\/b10905","volume-title":"Handbook of Markov Chain Monte Carlo","author":"S Brooks","year":"2011","unstructured":"Brooks S, Gelman A, Jones GL, Meng XL. Handbook of Markov Chain Monte Carlo. London: Chapman & Hall, CRC Press; 2011."},{"key":"719_CR34","doi-asserted-by":"publisher","first-page":"759","DOI":"10.1214\/08-BA329","volume":"3","author":"HF Lopes","year":"2008","unstructured":"Lopes HF, Salazar E, Gamerman D. Spatial dynamic factor analysis. Bayesian Anal. 2008; 3:759\u201392.","journal-title":"Bayesian Anal"},{"key":"719_CR35","first-page":"369","volume":"15","author":"G Macdonald","year":"1956","unstructured":"Macdonald G. Theory of the eradication of malaria. Bull World Health Org. 1956; 15:369\u201387.","journal-title":"Bull World Health Org"},{"key":"719_CR36","first-page":"291","volume":"119","author":"D Pe\u00f1aa","year":"2004","unstructured":"Pe\u00f1aa D, Poncela P. Forecasting with nonstationary dynamic factor models. Epidemiology. 2004; 119:291\u20131.","journal-title":"Epidemiology"},{"key":"719_CR37","volume-title":"Hierarchical Modeling and Analysis for Spatial Data","author":"S Banerjee","year":"2004","unstructured":"Banerjee S, Carlin BP, Gelfand AE. Hierarchical Modeling and Analysis for Spatial Data. London: Chapman & Hall, CRC Press; 2004."},{"key":"719_CR38","doi-asserted-by":"crossref","first-page":"24","DOI":"10.1029\/2002JA009325","volume":"108","author":"AM Schmidt","year":"2003","unstructured":"Schmidt AM, Gelfand AE. A bayesian coregionalization approach for multivariate pollutant data. J Geophys Res Biogeosci. 2003; 108:24.","journal-title":"J Geophys Res Biogeosci"},{"key":"719_CR39","unstructured":"Chinese Center for Disease Control and Prevention. China Information System for Disease Control and Prevention. http:\/\/www.cdpc.chinacdc.cn."},{"key":"719_CR40","unstructured":"The Internatioanl Research Institute for Climate and Society. USGS LandDAAC MODIS 1km 8day Version_005 Aqua CN China_day. http:\/\/iridl.ldeo.columbia.edu\/expert\/SOURCES\/.USGS\/.LandDAAC\/.MODIS\/.1km\/.8day\/.version_005\/.Aqua\/.CN\/.Day\/."},{"key":"719_CR41","unstructured":"The Internatioanl Research Institute for Climate and Society. NASA GES-DAAC TRMM_L3 TRMM_3B42 V6 Daily Precipitation: Surface Rain from All Satellite and Surface Data. http:\/\/iridl.ldeo.columbia.edu\/expert\/SOURCES\/.NASA\/.GES-DAAC\/.TRMM_L3\/.TRMM_3B42\/.v6\/.daily\/.precipitation\/."},{"key":"719_CR42","doi-asserted-by":"publisher","first-page":"68","DOI":"10.1186\/1475-2875-8-68","volume":"8","author":"M Coleman","year":"2009","unstructured":"Coleman M, Coleman M, Mabuza AM, Kok G, Coetzee M, Durrheim DN. Using the SaTScan method to detect local malaria clusters for guiding malaria control programmes. Malar J. 2009; 8:68.","journal-title":"Malar J"},{"key":"719_CR43","doi-asserted-by":"publisher","first-page":"1764","DOI":"10.1086\/652456","volume":"201","author":"T Bousema","year":"2010","unstructured":"Bousema T, Drakeley C, Gesase S, Hashim R, Magesa S, Mosha F, et al.Identification of hot spots of malaria transmission for targeted malaria control. J Infect Dis. 2010; 201:1764\u201374.","journal-title":"J Infect Dis"},{"key":"719_CR44","doi-asserted-by":"publisher","first-page":"62","DOI":"10.1186\/1476-072X-7-62","volume":"7","author":"FB Osei","year":"2008","unstructured":"Osei FB, Duker AA. Spatial dependency of V. cholera prevalence on open space refuse dumps in Kumasi, Ghana: a spatial statistical modelling. Int J Health Geogr. 2008; 7:62.","journal-title":"Int J Health Geogr"},{"key":"719_CR45","doi-asserted-by":"publisher","first-page":"1032","DOI":"10.1111\/j.1365-3156.2006.01640.x","volume":"11","author":"A Gemperli","year":"2006","unstructured":"Gemperli A, Sogoba N, Fondjo E, Mabaso M, Bagayoko M, Olivier J, Bri\u00ebt T, et al.Trop Med Int Health. 2006; 11:1032\u201346.","journal-title":"Trop Med Int Health"},{"key":"719_CR46","doi-asserted-by":"publisher","first-page":"941","DOI":"10.1097\/00006454-199710000-00007","volume":"16","author":"TJ T\u00f6r\u00f6k","year":"1997","unstructured":"T\u00f6r\u00f6k TJ, Kilgore PE, Clarke MJ, Holman RC, Bresee JS, Glass RI. Visualizing geographic and temporal trends in rotavirus activity in the United States, 1991 to 1996. Pediatr Infect Dis J. 1997; 16:941\u201346.","journal-title":"Pediatr Infect Dis J"},{"key":"719_CR47","first-page":"41","volume":"14","author":"HF Lopes","year":"2004","unstructured":"Lopes HF, West M. Bayesian model assessment in factor anaylsis. Stat Sin. 2004; 14:41\u201367.","journal-title":"Stat Sin"},{"key":"719_CR48","unstructured":"Detinova TS, Vol. 47. Age-grouping methods in Diptera of medical importance with special reference to some vectors of malaria; 1962, pp. 13\u2013191. http:\/\/www.ncbi.nlm.nih.gov\/pubmed\/13885800."}],"container-title":["Malaria Journal"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1186\/s12936-015-0719-y.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1186\/s12936-015-0719-y\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1186\/s12936-015-0719-y","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1186\/s12936-015-0719-y.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,6,9]],"date-time":"2024-06-09T06:06:47Z","timestamp":1717913207000},"score":1,"resource":{"primary":{"URL":"https:\/\/malariajournal.biomedcentral.com\/articles\/10.1186\/s12936-015-0719-y"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,5,27]]},"references-count":48,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2015,12]]}},"alternative-id":["719"],"URL":"https:\/\/doi.org\/10.1186\/s12936-015-0719-y","relation":{},"ISSN":["1475-2875"],"issn-type":[{"value":"1475-2875","type":"electronic"}],"subject":[],"published":{"date-parts":[[2015,5,27]]},"assertion":[{"value":"5 November 2014","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"3 May 2015","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"27 May 2015","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}],"article-number":"216"}}