Acknowledgements
Our models rely upon data that has been generously contributed by a large number of people and organisations:
Afghanistan
Malaria risk
Simon Brooker
Inherited blood disorders
Toby Leslie (HealthNet TPO), Nader Mohammed (HealthNet TPO)
Angola
Malaria risk
Ana Paula Arez, Assumpta Bou-Monclus, José Figueiredo, Dina Gamboa, António Langa, João Mário Pedro, Akiko Matsumoto, Cristina Mendes, Susana Nery, Claudia Videira, CISA Project - Health Research Center in Angola
Azerbaijan
Malaria risk
Elkhan Gasimov, Mikhail Ejov, Karen Taksoe-Vester, World Health Organisation Regional Office for Europe
Bangladesh
Malaria risk
Ubydul Haque, Nazrul Islam
Inherited blood disorders
David Sullivan
Benin
Malaria risk
Umberto D'Alessandro, Georgia B Damien, Marie-Claire Henry, Florence Migot-Nabias, Alain Nahum, Christophe Rogier
Bhutan
Malaria risk
Thinley Yangzom, Sonam Gyeltshen Karma Lhazeen
Bolivia
Malaria risk
Juan Carlos Arraya, Ilona Carneiro, Nigel Hill, Annick Lenglet
Botswana
Malaria risk
Colleen Fraser, Musa Mabaso, Graham Root
Brazil
Malaria risk
Fabiana Alves, Mercia Arruda, Wornei Braga, Luis Marcelo Camargo, Crispim Cerutti Jr., Josue da Costa Lima Jr., Izilda Curado, Ana Maria Duarte, Marcelo Urbano Ferreira, Cor Jesus Fontes, Tony Katsuragawa, Simone Ladeia Andrade, Martha Suarez-Mutis, Joseli de Oliveira-Ferreira, Marinete Povoa, Ellen Silbergeld
Inherited blood disorders
Simone Martins de Castro, Antonio Fabron, Marcelo Urbano Ferreira, Amauri Leite, Luciana de Souza Ondei, Paulo Roberto de Melo Reis, Francisco Salzano
Burkina Faso
Malaria risk
Heiko Becher, Claudia Beiersmann, Diadier Diallo, Amadou Konate, Bocar Kouyaté, Christian Lengeler, Olaf Muller, André Lin Ouédraogo, Hermann Ouédraogo, Christophe Rogier, Yazoume Ye
Burundi
Malaria risk
Marc Coosemans, Natacha Protopopoff
Cambodia
Malaria risk
Verena Carrara, Thierry Fandeur, François Nosten, Francois Pailin, Shunmay Yeung
Inherited blood disorders
Chanaki Amaratunga, Rick Fairhurst, Didier Ménard, Duong Socheat
Cameroon
Malaria risk
Eric Achidi, Kenneth Ndamukong, Maria Rebollo, Peter Uzoegwu, Samuel Wanji
Cape Verde
Malaria risk
Ana Paula Arez
China
Malaria risk
Nigel Hill, Liqun Jin, Hong-wei Zhang
Inherited blood disorders
Keren Shan, Jianhui Jiang, Weiying Jiang
Colombia
Malaria risk
Socrates Herrera, Juana Vergara, Maria Victoria Valero
Costa Rica
Inherited blood disorders
Jorge Azofeifa-Navas
Côte d'Ivoire
Malaria risk
Bassirou Bonfoh, Marie-Claire Henry, Benjamin Koudou, Barbara Matthys, N'Goran K Eliezer, Giovanna Raso, Fabian Rohner, Kigbafori Silue, Marcel Tanner, Andres Tschannen, Juerg Utzinger, Rita Wegmüller
Democratic Republic of the Congo
Malaria risk
Mike Bangs, Mark Divall, Didier Kabing, Astrid Knoblauch, Jolyon Medlock, Steve Meshnick, Janey Messina, Eric Mukomena Sompwe, Edouard Swana, Mirko Winkler
Djibouti
Malaria risk
Mouna Osman Aden, Ifrah Ali Ahmed, Christophe Rogier
Dominican Republic
Malaria risk
David Joa
Ecuador
Malaria risk
Luis Enrique Castro, José Sucre Dávila, Mauricio Espinel, Axel Kroeger
Equatorial Guinea
Malaria risk
Ana Paula Arez, Estefanía Custodio, Cristina Mendes, Gloria Nseng
Eritrea
Malaria risk
Tewolde Ghebremeskel, Joe Keating, David Sintasath
Ethiopia
Malaria risk
Estifanos Biru, Peter Byass, Karre Chawicha, Wakgari Deressa, Yeshewamebrat Ejigsemahu, Paul Emerson, Tekola Endeshaw, Teshome Gebre, Asrat Genet, Asefaw Getachew, Patricia Graves, Afework Hailemariam, Don Hopkins, Bernt Lindtjørn, Daddi Jima, Ayenew Messele, Aryc Mosher, Jeremiah Ngondi, Frank Richards, Niko Speybroeck, Zerihun Tadesse, Adugna Woyessa, Delenasaw Yewhalaw, Mulat Zerihun, Trigray Health Bureau
Inherited blood disorders
Cynthia Beall, Amha Gebremedhin
Gabon
Malaria risk
Dieudonné Nkoghe, Odile Oukem
Inherited blood disorders
Florence Migot-Nabias
Georgia
Malaria risk
Mikhail Ejov, Merab Iosava, Irine Kalandadze, Giorgi Kurtsikashvili
Ghana
Malaria risk
Collins Ahorlu, Irene Ayi, Michael Cappello, Stephan Ehrhardt, Debbie Humphries, Kwadwo Koram, Margaret Kweku, Juergen May, Seth Owusu-Agyei, Harry Tagbor, Mitchell Weiss
Inherited blood disorders
Kwaku Ohene-Frempong
Guinea
Malaria risk
Mark Divall, Astrid Knoblauch, Mirko Winkler
Guinea-Bissau
Malaria risk
Poul-Erik Kofoed, Amabelia Rodrigues, Michael Walther
Honduras
Malaria risk
Jackeline Alger, Fabiana Alves
India
Malaria risk
Vas Dev, Hema Joshi, Sant-Rayn Pasricha, Arun Shet, Surya K. Sharma, Uragayala Sreehari, Sarala Subbarao, World Health Organisation Regional Office for South East Asia
Inherited blood disorders
Ranbir Balgir
Indonesia
Malaria risk
Kevin Baird, Mike Bangs, Mazie Barcus, Iqbal Elyazar, Andrew Griffiths, Herdiana, Dave Jenkins, Akira Kaneko, Rita Kusriastuti, Jason Maguire, Tom Plummer, William Rogers, Hanifah Rogayah, Alan Rogerson, Elvieda Samoedro, Suparmi, Inge Sutanto, Din Syafru, Siti N Tarmizi, Emiliana Tjitra, Trihono, Desak M Wismarini
Inherited blood disorders
Christian Nixon, Josef Tuda, Frilasita Aisyah Yudhaputri
Iran
Malaria risk
World Health Organization Regional Office for the Eastern Mediterranean
Iraq
Malaria risk
World Health Organization Regional Office for the Eastern Mediterranean
Kenya
Malaria risk
Timothy Abuya, Kubaje Adazu, Willis Akhwale, Victor Alegana, Pauline Andang'o, Fred Baliraine, Nabie Bayoh, Philip Bejon, Simon Brooker, Jon Cox, Meghna Desai, Ulrike Fillinger, Joana Greenfield, Andrew Githeko, Laura Hammitt, Carol Gitonga, Helen Guyatt, Katherine Halliday, Mary Hamel, Allen Hightower, Susan Imbahale, Chandy John, Elizabeth Juma, Jimmy Kahara, Simon Kariuki, Charles King, Chris King, Rebecca Kiptui, Feiko ter Kuile, Kayla Laserson, Tjalling Leenstra, Hortance Manda, Kevin Marsh, Margaret McKinnon, Noboru Minakawa, Sue Montgomery, Eric Muchiri, Richard Mukabana, Tabitha Mwangi, Miriam Mwjame, George Nyangweso, Christopher Nyundo, Christopher Odero, Edna Ogada, Bernard Okech, George Okello, Maurice Ombok, Simon Omollo, Judy Omumbo, Beth Rapuoda, Evan Secor, Larry Slutsker, Lia Smith Florey, Jennifer Stevenson, Willem Takken, Juliana Wambua, Vincent Were, Shona Wilson, Guofa Zhou, Dejan Zurovac & the Kenya National Bureau of Statistics, NUITM-KEMRI project (Nagasaki University Institute of Tropical Medicine and Kenya Medical Research Institute)
Inherited blood disorders
Carolyne Kifude, Alex Macharia, Shivang Shah, Sophie Uyoga, John Waitumbi
Korea, Republic of
Malaria risk
Jung-Yeon Kim, Eun-Gyu Lee
Lao People's Democratic Republic
Malaria risk
Paul Newton, Rick Paul, Yoshihisa Shirayama, Minoru Takakura, Indra Vythilingam
Liberia
Malaria risk
Richard Allan, Kristin Banek
Madagascar
Malaria risk
Ronan Jambou, Milijaona Randrianarivelojosia, Vincent Robert
Inherited blood disorders
Céline Barnadas, Didier Ménard, Pete Zimmerman
Malawi
Malaria risk
Cameron Bowie, Bernard Brabin, Marian Bruce, Job Calis, Michael Coleman, Timothy Holtz, Gertrude Kalanda, Lawrence Kazembe, Immo Kleinschmidt, David Lalloo, Don Mathanga, Malcolm Molyneux, Kelias Msyamboza, Themba Mzilahowa, Kamija Phiri, Paul Prinsen Geerligs, Arantxa Roca-Feltrer, Anja Terlouw, The IVCC Consortium (Liverpool)
Inherited blood disorders
Ella Nkhoma
Malaysia
Malaria risk
Christina Rundi
Inherited blood disorders
Endom Ismail
Mali
Malaria risk
Amadou Ballo, Diadier Diallo, Alassane Dicko, Abdoulaye Djimde, Ogobara Doumbo, Issaka Sagara, Mahamadou Sissoko, Ousmane Toure, Manijeh Vafa and Malaria Research and Training Center (MRTC), Department of Epidemiology of Parasitic Diseases, Faculty of Medicine, University of Bamako, Mali
Inherited blood disorders
Mahamadou Diakite, Rick Fairhurst, Carole Long
Mexico
Malaria risk
Angel Betanzos, Juan Eugenio Hernandez, Lilia Gonzalez Ceron, Mario Henry Rodriguez
Mozambique
Malaria risk
Pedro Alonso, Michael Coleman, Albert Kilian, Immo Kleinschmidt, Samuel Mabunda, Allan Schapira, MRC South Africa, The Innovative Vector Control Consortium
Myanmar
Malaria risk
Verena Carrara, Thart Kler, François Nosten, Eh Kalu Shwe Oo, Frank Smithuis, Soe Soe
Inherited blood disorders
Hiko Kawamoto, Issarang Nuchprayoon
Namibia
Malaria risk
Colleen Fraser, Frank Hansford, John Irish, Richard Kamwi, Stark Katokele, Musa Mabaso, Kudzai Makomva, John Mendelsohn, Bruno Moonen, Benson Ntomwa, Andreas Reich, Christine Theron, Petrina Uusiku
Nepal
Malaria risk
Sean Hewitt, Suman Thapa
Inherited blood disorders
Shigeru Kobayashi
Nicaragua
Malaria risk
Axel Kroeger
Niger
Malaria risk
Jean-Bernard Duchemin
Nigeria
Malaria risk
Emmanuel Adegbe, Grace Adeoye, Chiaka Anumudu, Samson Awolola, Ebenezer Sheshi Baba, William Brieger, Marian Bruce, Paul Emerson, Emmanuel Emukah, Bayo Fatunmbi, Patricia Graves, Celia Holland, Nnaemeka Iriemenam, Albert Kilian, Paddy Kirwan, Peter Olumese, Yusuf Omosun, Sola Oresanya, Frank Richards, Peter Uzoegwu
Inherited blood disorders
George Ademowo, Zaccheaus Jeremiah, Michael Kaplan
Pakistan
Malaria risk
Mark Rowland, World Health Organization Regional Office for the Eastern Mediterranean
Panama
Malaria risk
Jose E. Calzada
Papua New Guinea
Malaria risk
Michael Alpers, Thomas Burkot, Jackie Cattani, Karen Day, Freya Fowkes, Blaise Genton, Global Malaria Program, Patricia Graves, James Kazura, Ivo Mueller, Tom Smith, World Health Organization
Inherited blood disorders
Céline Barnadas, Freya Fowkes, Karen Day, Livingstone Tavul, Pete Zimmerman
Paraguay
Malaria risk
Servicio Nacional de Erradicacion del Paludismo (SENEPA), Ministerio de Salud Publica y Bienestar
Peru
Malaria risk
OraLee Branch, Eva Clark, Jean Paul Guthmann, Angel Rosas, Elisa Solano
Inherited blood disorders
Walter Curioso, Humberto Guerra
Philippines
Malaria risk
Dorina G. Bustos, Effie Espino, Ma. Cristina Galang
Inherited blood disorders
Mario Baquilod, Carmencita Padilla
Rwanda
Malaria risk
Caterina Fanello, Jean-Bosco Gahutu, Alain Kabayiza, Corrine Karema, Frank Mockenhaupt, Alphonse Mutabazi, Alphonse Rukondo
Inherited blood disorders
Béatrice Gulbis
São Tomé and Príncipe
Malaria risk
Jih Ching Lien, Hailay Desta, Tom Smith, Awash Teklehaimanot
Saudi Arabia
Malaria risk
Suleiman Al Seghayer, World Health Organization regional Office for the Eastern Mediterranean
Senegal
Malaria risk
Oumar Gaye, Sylvia Males, Florence Migot-Nabias, Rick Paul, Badara Cisse, Ibrahim Socé Fall
Inherited blood disorders
Florence Migot-Nabias
Sierra Leone
Malaria risk
Matthew Burns
Solomon Islands
Malaria risk
Patricia Graves
Inherited blood disorders
Michelle Gatton, James McCarthy, Anita Pelecanos
Somalia
Malaria risk
Imanol Berakoetxea, Mohammed Borle, Matthew Burns, Waqar Butt, Craig Von Hagen, Abdi Hersi, Grainne Moloney & the Food Security Analysis Unit (FSAU) team, Bruno Moonen, Abdi Noor, Ismail Rage, Tanya Shewchuk & the Ministries of Health of Puntland, Somaliland and the Transitional National Government
South Africa
Malaria risk
Karen Barnes, Frank Hansford, Gerdalize Kok, Philip Kruger, Aaron Mabuza, Rajendra Maharaj
South Sudan
Malaria risk
Robert Azairwe, Steve Barya, Bill Gueth Kueil, Margaret Lejukole, Charles Agono Mona, Heidi Reid
Sri Lanka
Malaria risk
Rabindra Abeyasinghe, Priyanie Amerasinghe, Deepika Fernando, Gawrie N Galappaththy, Wim van der Hoek
Inherited blood disorders
Gawrie Galappaththy
Sudan
Malaria risk
Mohamed Abbas, Alnazear Abdalla, Tareg Abdelgader, Nasruddin Abdul-Hadi, Dalin Abdelkareem Altahir, Abdalla Ahmed, Mubashar Ahmed, Sahar Bakhite, Mustafa Dukeen, Khalid Elmardi, Salah Elbin Elmubark, Tayseer Elamin El Faki, Ibrahim El Hassan, Fatih Malik, Jaffar Mirghani, Alaa Moawia, Tasneem Moawia, Abdullah Sayied Mohammed, Maowia Mukhtar, Fazza Munim, Samia Seif Murghan, Ali Elamin Nasir, Bakari Nour, Abdelhameed Elbirdiri Nugad, A. Omer, Abdala Sayaid, Jihad Eltaher Sulieman, Mohamad Tarig, Limya El Yamani, Ghasem Zamani
Suriname
Malaria risk
Marthelise Eersel, Leopoldo Villegas
Swaziland
Malaria risk
Sabelo Dlamini, Simon Kunene, Joe Novotny, Graham Root
Tajikistan
Malaria risk
Mikhail Ejov, Barbara Matthys, Nargis Saparova, World Health Organization Country Office in Tajikistan
Tanzania (United Republic of)
Malaria risk
Ali Abdullah, Mike Bangs, Jubilate Barnard, James Beard, Michael Beasley, Achuyt Bhattarai, Anders Bjorkman, Bob Black, Teun Bousema, Ilona Carneiro, Daniel Chandromohan, Chris Drakeley, Yvonne Geissbühler, Francesco Grandesso, Kara Hanson, Deus Ishengoma, Patrick Kachur, Rose Kibe, Gerry Killeen, Paul Lango, Martha Lemnge, Rose Lusinde, John Lusingu, Tanya Marchant, Caroline Maxwell, Ben Mayala, Leonard Mboera, Bruno Mmbando, Fabrizio Molteni, Frank Mtei, John Owuor, Hugh Reyburn, David Schellenberg, Sunil Sazawal, Masanja Segeja, Tom Smith, Jose Sousa-Figueiredo, Thor Theander, Andrew Tomkins, Jacobien Veenemans, Hans Verhoef
Inherited blood disorders
Bruno Mmbando, Method Donald Segeja
Thailand
Malaria risk
Verena Carrara, Jirapat Ketkaew, Saranath Lawpoolsri, Hla Yin Myint, Kaewpoonsri Nantawan, François Nosten, Ric Paul, Aree Pethleart, Supawadee Poungsombat, Vijaykadga Saowanit, Wichai Satimai, Pratap Singhasivanon
Inherited blood disorders
Germana Bancone, François Nosten
The Gambia
Malaria risk
Onome Akpogheneta, Steve Allen, Sarah Atkinson, Kalifa Bojang, Sian Clarke, David Conway, Umberto DAlessandro, Chris Drakeley, Sam Dunyo, Malang Fofana, Brian Greenwood, Adam Jagne-Sonko, Cherno Jallow, Ebrima Jarjou, Momodou Kalleh, Steve Lindsay, Karafa Manneh, Ousman Nyan, Margaret Pinder, Eleanor Riley, Judith Satoguina, Lorenz von Seidlein, Sheriffo Sonko, Michael Walther
Togo
Malaria risk
Kodjo Morgah, Anja Terlouw
Turkey
Malaria risk
Seher Topluoglu, Fadile Yildiz
Inherited blood disorders
Yusuf Turan
Uganda
Malaria risk
Seraphine Adibaku, Miriam Akello, Paul Ametepi, Martha Betson, Teun Bousema, Jon Cox, Allison Elliot, Thomas Egwang, Francesco Grandesso, Stephen Hillier, Narcis Kabatereine, Macklyn Kihembo, Moses Kizza, Jan Kolaczinski, Steve Lindsay, Caroline Lynch, Lawrence Muhangi, Sussann Nasr, Juliet Ndibazza, Gloria Oduru, Ambrose Onapa, Niels Ørnbjerg, Erling Pedersen, Carla Proietti, Rachel Pullen, Denis Rubahika, Paul Simonsen, Claire Standley, Laura Steinhardt, Anna-Sofie Stensgaard, Russell Stothard, Ambrose Talisuna, Emily Webb, Adoke Yeka
Inherited blood disorders
Sunil Parikh, Philip Rosenthal
Vanuatu
Malaria risk
Akira Kaneko, Jason Maguire, Kathryn Maitland, Dennis Shanks
Venezuela
Malaria risk
Marcos De Donato, Magda Magris, Jorge Moreno, Yasmin Rubio-Palis, Adriana Tami, Leopoldo Villegas, Livia Vivas
Inherited blood disorders
Annabel Arends, Gilberto Gòmez
Viet Nam
Malaria risk
Mary Chambers, Peter de Vries, Annette Erhart, Jeremy Farrar, Nguyen Manh Hung, Le Xuan Hung, Nguyen Phuong Mai, Nguyen Van Nam, Sean O'Riordan, Chau Tran Thi Hoang, Tran Tinh Hien, Doan Hanh Nhan, Ron Marchand, Le Dinh Cong, Carsten Flohr, Nguyen Tuyen Quang, Nguyen Quang Thieu, Ngo Duc Thang, World Health Organization Regional Office for the Mediterranean, Yemen
Inherited blood disorders
Sarah Dunstan, Nguyen Khac Han Hoan, Nguyen Thi Hue, Pham Nghiem Minh
Yemen
Malaria risk
Ahmed Adeel, Hafiz Ali, Adel Aljasari, Hussien Alkadi, Abdullah Al-Talar, Jamal Amran, Hoda Atta, Mustafa Kamal, Ghasem Zamani
Zambia
Malaria risk
Pascalina Chanda, Elizabeth Chizema, Mike Coleman, Thom Eisele, Aniset Kamanga, Joe Keating, Immo Kleinsmidt, Mulakwa Kamuliwo, Sungano Mharakurwa, John Miller, Boniface Mutombo, Eric Njunju, Richard Steketee, Philip Thuma, The Innovative Vector Control Consortium
Zimbabwe
Malaria risk
Graham Root, Tim Freeman, Nicholas Midzi, Francisca Mutapi, Ministry of Health and Child Welfare of Zimbabwe