The clinical burden of Plasmodium falciparum map in 2007 globally
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This map shows the mean predicted clinical burden of Plasmodium falciparum malaria in terms of the number of clinical cases in people of all ages per year per 5km2 .
Light grey areas are P. falciparum malaria free and dark grey areas have an unstable risk of malaria transmission (i.e. annual case incidence, or API, is reported at less than 1 per 10,000).
The predictions of clinical burden are based on a Bayesian geostatistical model that uses our predictions of malaria endemicity (prevalence), the relationship between prevalence and clinical incidence, and population estimates . The model generates a range of estimates at each location (a posterior distribution) and this map shows the mean estimate for each posterior distribution. This approach enables us to quantify the uncertainty in our estimates and this uncertainty is represented in the second map below.
You can find out more about our use of Bayesian model-based geostatistics here .
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Acknowledgements
Joana Greenfield, Magda Magris, Ibrahim El Hassan, Alain Kabayiza, Hoda Atta, Cor Jesus Fontes, Uragayala Sreehari, Yvonne Geissbühler, Soe Soe, José Sucre Dávila, Le Dinh Cong, Elkhan Gasimov, Thomas Egwang, Sian Clarke, António Langa, Dorina G. Bustos, Ulrike Fillinger, Maria Victoria Valero, Kevin Baird, Arun Shet, Carol Gitonga, Hafiz Ali, Stephen Hillier, Karafa Manneh, Bayo Fatunmbi, Iqbal Elyazar, Stefan Dongus, Annette Erhart, Kaewpoonsri Nantawan, Nguyen Tuyen Quang, Lorenz von Seidlein, Edna Ogada, Mark Divall, Immo Kleinsmidt, Karen Day, Nicholas Midzi, Teun Bousema, Ogobara Doumbo, Marcelo Urbano Ferreira, Akiko Matsumoto, Albert Kilian, Servicio Nacional de Erradicacion del Paludismo (SENEPA), Philip Thuma, Rose Lusinde, Samia Seif Murghan, Peter Olumese, Bernard Brabin, Graham Root, Elvieda Samoedro, MEASURE DHS, Ghasem Zamani, Akira Kaneko, Tabitha Mwangi, Malang Fofana, Ministry of Health and Child Welfare of Zimbabwe, Waqar Butt, Zacharia J Mtema, Balbir Singh, Fabiana Alves, Simon Omollo, Brian Greenwood, Axel Kroeger, Samson Kiware, Jackeline Alger, Marian Bruce, Samuel Wanji , Heiko Becher, Saranath Lawpoolsri, Denis Rubahika, Eric Achidi, Ahmed Adeel, David Joa, Noboru Minakawa, Christine Theron, Adugna Woyessa, Anders Bjorkman, Kwadwo Koram, Tasneem Moawia, Georgia B Damien, Eleanor Riley, Nnaemeka Iriemenam, Juana Vergara, Emmanuel Adegbe, Siti N Tarmizi, Alpha D Malishee, Gloria Oduru, Ali Elamin Nasir, Umberto DAlessandro, Juerg Utzinger, Kathryn Maitland, Chris King, MRC South Africa, Tom Plummer, Gloria Nseng, Jih Ching Lien, Michael Cappello, Patricia Graves, Jihad Eltaher Sulieman, Alphonse Rukondo, Freya Fowkes, Lia Smith Florey, Laura Steinhardt, Miriam Mwjame, Dejan Zurovac & the Kenya National Bureau of Statistics, Hans Verhoef, Olaf Muller, Niko Speybroeck, Carsten Flohr, Vas Dev, Tewolde Ghebremeskel, Melanie Figtree, Mustafa Kamal, Mikhail Ejov, Marc Coosemans, Arantxa Roca-Feltrer, Prosper P Chaki, Effie Espino, Pascalina Chanda, Francesco Grandesso, Joseli de Oliveira-Ferreira, William Rogers, Sungano Mharakurwa, Natacha Protopopoff , Adoke Yeka, Ifrah Ali Ahmed, Delenasaw Yewhalaw, Bruno Mmbando, Ebere Anyachukwu, Adel Aljasari, Harry Tagbor, Ambrose Onapa, Hermann Ouédraogo, Jaffar Mirghani, Gerdalize Kok, Andres Tschannen, Bertha Simwaka, Margaret McKinnon, Minoru Takakura, Bernt Lindtjørn, Bruno Moonen, Nasruddin Abdul-Hadi, William Brieger, Rick Steketee, Deepika Fernando, Ana Paula Arez, Anna-Sofie Stensgaard, Priyanie Amerasinghe, Bill Gueth Kueil, Estifanos Biru, Mauricio Espinel, Ba Mamadou dit Dialaw, Aniset Kamanga, Amadou Ballo, Bob Black, Margaret Lejukole, John Irish, Timothy Abuya, Aryc Mosher, Steve Barya, Christian Lengeler, Milijaona Randrianarivelojosia, David Conway, Susan Imbahale, Moses Kizza, Celia Holland, Juan Eugenio Hernandez, Caroline Lynch, Erling Pedersen, Ubydul Haque, Nguyen Manh Hung, Claire Standley, Matthew Burns, Chris Drakeley, André Lin Ouédraogo, Surya K. Sharma, Asrat Genet, Craig Von Hagen, Kolawole Maxwell, Tom Smith, Musa Mabaso, Nguyen Van Nam, World Health Organization regional Office for the Eastern Mediterranean, Eh Kalu Shwe Oo, Suleiman Al Seghayer, Hema Joshi, Mohamed Abbas, Eric Njunju, Badara Cisse, Neil F Lobo, Kalifa Bojang, Tim Freeman, Abdoulaye Djimde, Angel Betanzos, Larry Slutsker, Marie-Claire Henry, Sant-Rayn Pasricha, Chau Tran Thi Hoang, Martha Betson, Kenneth Ndamukong, Daniel Msellemu, Estefanía Custodio, Christopher Odero, Helen Guyatt, OraLee Branch, Frank Richards, Jimmy Kahara, Willem Takken, Maria Rebollo, François Nosten, Clara Burgert, Chandy John, Paul Lango, Bocar Kouyaté, Yeshewamebrat Ejigsemahu, Achuyt Bhattarai, Mali, Irine Kalandadze, Fatih Malik, Mahamadou Sissoko, Kara Hanson, Eun-Gyu Lee, Aree Pethleart, John Owuor, Ministerio de Salud Publica y Bienestar, Gerry Killeen, Victor Alegana, Abdi Noor, Samson Awolola, Fabrizio Molteni, Tekola Endeshaw, Themba Mzilahowa, Sylvia Males, Claudia Beiersmann, Lilia Gonzalez Ceron, George Nyangweso, Paul Emerson, Kamija Phiri, Collins Ahorlu, Steve Meshnick, World Health Organization Country Office in Tajikistan, Mulat Zerihun, A. Omer, Oumar Gaye, Anja Terlouw, Afework Hailemariam, Wakgari Deressa, Ma. Cristina Galang, Francisca Mutapi, Philip Kruger, Abdalla Ahmed, Andrew Githeko, Giovanna Raso, Patrick Kachur, John Lusingu, Rachel Pullen, Piyali Mustaphi, Nazrul Islam, Niels Ørnbjerg, Fabiana Alves , Don Mathanga, Michael Alpers, Daniel Chandromohan, Fabian Rohner, José Figueiredo, Marcos De Donato, Natthawan Sermwittayawong, Narcis Kabatereine, Bernard Okech, Mike Coleman, Kelias Msyamboza, John Mendelsohn, Jason Maguire, World Health Organisation Regional Office for South East Asia, Mubashar Ahmed, Mohammed Borle, Kigbafori Silue, Sheriffo Sonko, Yasmin Rubio-Palis, Richard Allan, Karen Barnes, Kudzai Makomva, Crispim Cerutti Jr., Grace Adeoye, Macklyn Kihembo, Jung-Yeon Kim, Paul Simonsen, Fazza Munim, Trigray Health Bureau, Ngo Duc Thang, Trihono, Nguyen Phuong Mai, Deus Ishengoma, Jean-Bernard Duchemin, Mark Rowland, Immo Kleinschmidt, Pauline Andang'o, World Health Organization Regional Office for the Mediterranean, Juliana Wambua, Indra Vythilingam, Stark Katokele, Mohamad Tarig, Rita Kusriastuti, Jacobien Veenemans, Eric Muchiri, John Miller, Imanol Berakoetxea, Suman Thapa, Katherine Halliday, Tony Katsuragawa, Russell Stothard, Heidi Reid, Margaret Kweku, Rita Wegmüller, Sue Montgomery, Michael Walther, Ousman Nyan, The IVCC Consortium (Liverpool), Onome Akpogheneta, Andrew Tomkins, Alaa Moawia, Charles Agono Mona, Daddi Jima, Abdullah Sayied Mohammed, World Health Organization, Livia Vivas, Ana Paula Arez , Richard Steketee, Colleen Fraser, Socrates Herrera, Carla Proietti, Richard Kamwi, Martha Lemnge, Juan Carlos Arraya, Wornei Braga, Willis Akhwale, Guofa Zhou, Hanifah Rogayah, Jackie Cattani, Joe Novotny, Amabelia Rodrigues, Francois Pailin, Marinete Povoa, Hussien Alkadi, Job Calis, Peter Uzoegwu, Margaret Pinder, Fred Baliraine, Salah Elbin Elmubark, João Mário Pedro, Shona Wilson, Allison Elliot, Din Syafru, Irene Ayi, Dina Gamboa, Herdiana, Thinley Yangzom, Jirapat Ketkaew, Sunil Sazawal, Giorgi Kurtsikashvili, Issaka Sagara, Ric Paul, The Innovative Vector Control Consortium, Paul Prinsen Geerligs, Mary Chambers, Diadier Diallo, Kodjo Morgah, Jubilate Barnard, Eva Clark, Seth Owusu-Agyei, Jorge Moreno, Ibrahim Socé Fall, Karen Taksoe-Vester, Caroline Maxwell, Lawrence Kazembe, Maurice Ombok, Malcolm Molyneux, Adam Jagne-Sonko, Edouard Swana, Elizabeth Juma, Merab Iosava, Sussann Nasr, Somaliland and the Transitional National Government, Nicodem J Govella, Manijeh Vafa and Malaria Research and Training Center (MRTC), Rose Kibe, Odile Oukem, Florence Migot-Nabias, Maria Pia Chaparro, Rebecca Kiptui, Feiko ter Kuile, Pratap Singhasivanon, Judith Satoguina, Yazoume Ye, Ellen Silbergeld, Desak M Wismarini, Steve Allen, Robert Azairwe, Jan Kolaczinski, Abdelhameed Elbirdiri Nugad, Jose E. Calzada, Assumpta Bou-Monclus, Didier Kabing, Juliet Ndibazza, Tayseer Elamin El Faki, Thom Eisele, Faculty of Medicine, Abdala Sayaid, Luis Marcelo Camargo, Rabindra Abeyasinghe, Abdullah Al-Talar, World Health Organization Regional Office for the Eastern Mediterranean, Martha Suarez-Mutis, Athuman Muhili, Chiaka Anumudu, N'Goran K Eliezer, Charles King, Mirko Winkler, Debbie Humphries, Jean-Bosco Gahutu, Jean Paul Guthmann, Bakari Nour, Thierry Fandeur, Annick Lenglet, Mulakwa Kamuliwo, Dieudonné Nkoghe, Thart Kler, Inge Sutanto, CISA Project - Health Research Center in Angola, Soce I Fall , Seher Topluoglu, Susana Nery, Hortance Manda, Elisa Solano, Peter Byass, David Lalloo, Emily Webb, Jose Sousa-Figueiredo, David Sintasath, Matthew Burns , Sarala Subbarao, Yusuf Omosun, Paul Ametepi, Dalin Abdelkareem Altahir, Thomas Burkot, Claudia Videira, Ayenew Messele, Boniface Mutombo, Michael Beasley, Ousmane Toure, Juergen May, Leonard Mboera, Tareg Abdelgader, Christophe Rogier, Dennis Shanks , Samuel Mabunda, Teshome Gebre, Janey Messina, Simon Kunene, Caterina Fanello, Jolyon Medlock, Andrew Griffiths, Alassane Dicko, Mario Henry Rodriguez, Luis Enrique Castro, Amadou Konate, Paddy Kirwan, Frank Mockenhaupt, Thor Theander, Ron Marchand, Alan Rogerson, Vincent Robert, Mike Bangs, George Okello, Frank Mtei, Dave Jenkins, Ambrose Talisuna, Benson Ntomwa, Jamal Amran, Simon Kariuki, Joe Keating, Awash Teklehaimanot, Lindsey Everett, Tran Tinh Hien, Adam Bennett, Yemen, Izilda Curado, Stephan Ehrhardt, Hailay Desta, Ilona Carneiro, Mustafa Dukeen, Global Malaria Program, Cristina Mendes, Wichai Satimai, Hong-wei Zhang, Asefaw Getachew, Ana Maria Duarte, Marthelise Eersel, Ronan Jambou, Seraphine Adibaku, Charlotte Neumann, Fadile Yildiz, Kevin Marsh, Paul Newton, Evan Secor, Poul-Erik Kofoed, Angel Rosas, Mouna Osman Aden, Ismail Rage, Lawrence Muhangi, Abdi Hersi, Masanja Segeja, David Schellenberg, James Kazura, Khalid Elmardi, Sahar Bakhite, Mary Hamel, Ivo Mueller, Beth Rapuoda, Peter de Vries, Ali Abdullah, Tjalling Leenstra, Hla Yin Myint, Jon Cox, Marcel Tanner, Gawrie N Galappaththy, Andrea Sharma, Tanya L Russell, Yeromin Mlacha, Frank Smithuis, Vijaykadga Saowanit, Axel Kroeger , University of Bamako, Alphonse Mutabazi, Mitchell Weiss, Adriana Tami, Barbara Matthys, Pedro Alonso, Emmanuel Emukah, Bassirou Bonfoh, Shunmay Yeung, Rajendra Maharaj, Momodou Kalleh, Maowia Mukhtar, Nguyen Quang Thieu, Gertrude Kalanda, Steve Lindsay, Ebrima Jarjou, Verena Carrara, Benjamin Koudou, Kayla Laserson, Petrina Uusiku, Kristin Banek, Josue da Costa Lima Jr., Hugh Reyburn, Zerihun Tadesse, Mercia Arruda, Suparmi, Department of Epidemiology of Parasitic Diseases, James Beard, Liqun Jin, Sean O'Riordan, Sam Dunyo, Jeremiah Ngondi, Philip Bejon, Le Xuan Hung, Tanya Shewchuk & the Ministries of Health of Puntland, Supawadee Poungsombat, Richard Mukabana, Judy Omumbo, Ben Mayala, Tanya Marchant, Christina Rundi, Grainne Moloney & the Food Security Analysis Unit (FSAU) team, Ying Zhou, Corrine Karema, Nicholas Anstey, Emiliana Tjitra, NUITM-KEMRI project (Nagasaki University Institute of Tropical Medicine and Kenya Medical Research Institute), Allan Schapira, Wim van der Hoek, Christopher Nyundo, Timothy Holtz, Michael Coleman, Miriam Akello, Astrid Knoblauch, Jeremy Farrar, Andreas Reich, Sarah Atkinson, Alain Nahum, Umberto D'Alessandro, Nabie Bayoh, World Health Organisation Regional Office for Europe, Nigel Hill, Sola Oresanya, Rick Paul, Karre Chawicha, Leopoldo Villegas, Mazie Barcus, Elizabeth Chizema, Meghna Desai, Alnazear Abdalla, Kubaje Adazu, Vincent Were, Laura Hammitt, Frank Hansford, Simon Brooker, Thomas Eisele, Don Hopkins, Jennifer Stevenson, Eric Mukomena Sompwe, Cameron Bowie, Yoshihisa Shirayama, Nargis Saparova, Simone Ladeia Andrade, Blaise Genton, Limya El Yamani, Doan Hanh Nhan, Sabelo Dlamini, Cherno Jallow, Ebenezer Sheshi Baba, Allen Hightower, Sonam Gyeltshen Karma Lhazeen, Aaron Mabuza, Sean Hewitt.
Tools used to create map & published version