M. Coleman, M. Zahrani, M. Coleman, J. Hemingway, A. Omar et al., A Country on the Verge of Malaria Elimination ??? The Kingdom of Saudi Arabia, PLoS ONE, vol.339, issue.9, p.105980, 2014.
DOI : 10.1371/journal.pone.0105980.t001

M. Negev, S. Paz, A. Clermont, N. Pri-or, U. Shalom et al., Impacts of Climate Change on Vector Borne Diseases in the Mediterranean Basin ??? Implications for Preparedness and Adaptation Policy, International Journal of Environmental Research and Public Health, vol.3, issue.6, pp.6745-70, 2015.
DOI : 10.1016/j.jenvman.2007.08.013

H. Edwards, S. Canavati, C. Rang, P. Ly, S. Sovannaroth et al., Novel Cross-Border Approaches to Optimise Identification of Asymptomatic and Artemisinin-Resistant Plasmodium Infection in Mobile Populations Crossing Cambodian Borders, PLOS ONE, vol.16, issue.8, p.124300, 2015.
DOI : 10.1371/journal.pone.0124300.s003

URL : https://doi.org/10.1371/journal.pone.0124300

K. Wangdi, M. Gatton, G. Kelly, and A. Clements, Cross-Border Malaria: A Major Obstacle for Malaria Elimination, Adv Parasitol, vol.89, pp.79-107, 2015.
DOI : 10.1016/bs.apar.2015.04.002

T. Alimi, D. Fuller, M. Quinones, R. Xue, S. Herrera et al., Prospects and recommendations for risk mapping to improve strategies for effective malaria vector control interventions in Latin America, Malaria Journal, vol.9, issue.Suppl 3, p.519, 2015.
DOI : 10.1186/1471-2334-9-180

URL : http://doi.org/10.1186/s12936-015-1052-1

D. Arvor, N. Stelling, M. Van-der-merwe, S. Richter, A. Richter et al., Identification of earth observation data for health-environment studies. 34th Int Symp Remote Sens Environ Syd Aust. Citeseer, 2011.
URL : https://hal.archives-ouvertes.fr/hal-01107871

N. Hamm, R. Magalhães, and A. Clements, Earth Observation, Spatial Data Quality, and Neglected Tropical Diseases, PLOS Neglected Tropical Diseases, vol.37, issue.22, p.4164, 2015.
DOI : 10.1371/journal.pntd.0004164.s002

URL : https://doi.org/10.1371/journal.pntd.0004164

L. Beck, B. Lobitz, and B. Wood, Remote Sensing and Human Health: New Sensors and New Opportunities, Emerging Infectious Diseases, vol.6, issue.3, p.217, 2000.
DOI : 10.3201/eid0603.000301

URL : https://wwwnc.cdc.gov/eid/pdfs/vol23no9_pdf-version.pdf

A. Stefani, I. Dusfour, A. Corrêa, M. Cruz, N. Dessay et al., Land cover, land use and malaria in the Amazon: a systematic literature review of studies using remotely sensed data, Malaria Journal, vol.12, issue.1, p.192, 2013.
DOI : 10.1046/j.1365-3156.2002.00883.x

URL : https://hal.archives-ouvertes.fr/inserm-00834790

L. Merson, O. Gaye, and P. Guerin, Avoiding Data Dumpsters ??? Toward Equitable and Useful Data Sharing, New England Journal of Medicine, vol.374, issue.25, pp.2414-2419, 2016.
DOI : 10.1056/NEJMp1605148

Y. Shirayama, S. Phompida, and K. Shibuya, Geographic information system (GIS) maps and malaria control monitoring: intervention coverage and health outcome in distal villages of Khammouane province, Laos, Malaria Journal, vol.8, issue.1, p.217, 2009.
DOI : 10.1186/1475-2875-8-217

URL : https://malariajournal.biomedcentral.com/track/pdf/10.1186/1475-2875-8-217?site=malariajournal.biomedcentral.com

M. Coleman, J. Hemingway, K. Gleave, A. Wiebe, P. Gething et al., Developing global maps of insecticide resistance risk to improve vector control, Malaria Journal, vol.12, issue.1, p.86, 2017.
DOI : 10.1186/1475-2875-12-161

URL : https://malariajournal.biomedcentral.com/track/pdf/10.1186/s12936-017-1733-z?site=malariajournal.biomedcentral.com

J. Cohen, L. Menach, A. Pothin, E. Eisele, T. Gething et al., Mapping multiple components of malaria risk for improved targeting of elimination interventions, Malaria Journal, vol.8, issue.1, p.459, 2017.
DOI : 10.1046/j.1365-3156.2003.01112.x

URL : https://doi.org/10.1186/s12936-017-2106-3

J. Omumbo, A. Noor, I. Fall, and R. Snow, How Well Are Malaria Maps Used to Design and Finance Malaria Control in Africa?, PLoS ONE, vol.8, issue.1, p.53198, 2013.
DOI : 10.1371/journal.pone.0053198.t003

URL : https://doi.org/10.1371/journal.pone.0053198

R. Ackoff, From data to wisdom, J Appl Syst Anal, vol.16, pp.3-9, 1989.

R. Bonita, R. Beaglehole, and T. Kjellström, Basic epidemiology, Geneva: World Health, 2006.

P. De-martino-jannuzzi, Indicadores para diagnóstico, monitoramento e avaliação de programas sociais no Brasil, Rev Serviço Público, vol.56, pp.137-60, 2014.

M. Baca and G. Research-institute, Introduction to metadata Institute, Getty Research, 2008.

J. Riley, Glossary of metadata standards. http://jennr iley.com/metad atama p/seein gstan dards _gloss ary_pamph let.pdf. Accessed 3, 2017.

W. Map-service and |. Ogc, http://www.openg eospa tial.org/stand ards/wms. Accessed 16, 2017.

C. Service and |. Ogc, http://www.openg eospa tial.org

I. Climate and . Malaria-in-africa, http://iridl .ldeo.colum bia, 2018.

P. Vectorbase and . Map, https ://www.vecto rbase .org, Accessed 28, 2018.

. Malariagen, https ://www.malar iagen .net/. Accessed 28, 2018.

T. Malaria and . Map, http://apps.who.int/malar ia/maps, Accessed 28, 2018.

E. Grover-kopec, M. Blumenthal, P. Ceccato, T. Dinku, J. Omumbo et al., Web-based climate information resources for malaria control in Africa, Malaria Journal, vol.5, issue.1, p.38, 2006.
DOI : 10.1186/1475-2875-5-38

C. Moyes, W. Temperley, A. Henry, C. Burgert, and S. Hay, Providing open access data online to advance malaria research and control, Malaria Journal, vol.12, issue.1, p.161, 2013.
DOI : 10.1371/journal.pone.0053198

URL : https://malariajournal.biomedcentral.com/track/pdf/10.1186/1475-2875-12-161?site=malariajournal.biomedcentral.com

S. Hay and R. Snow, The Malaria Atlas Project: Developing Global Maps of Malaria Risk, PLoS Medicine, vol.22, issue.12, p.473, 2006.
DOI : 10.1371/journal.pmed.0030473.g001

URL : https://doi.org/10.1371/journal.pmed.0030473

G. Giraldo-calderon, S. Emrich, R. Maccallum, G. Maslen, E. Dialynas et al., VectorBase: an updated bioinformatics resource for invertebrate vectors and other organisms related with human diseases, Nucleic Acids Research, vol.12, issue.D1, pp.707-720, 2015.
DOI : 10.1186/1471-2164-12-82

C. Sibley, K. Barnes, and C. Plowe, The rationale and plan for creating a World Antimalarial Resistance Network (WARN), Malaria Journal, vol.6, issue.1, p.118, 2007.
DOI : 10.1186/1475-2875-6-118

URL : https://malariajournal.biomedcentral.com/track/pdf/10.1186/1475-2875-6-118?site=malariajournal.biomedcentral.com

C. Freifeld, K. Mandl, B. Reis, and J. Brownstein, HealthMap: Global Infectious Disease Monitoring through Automated Classification and Visualization of Internet Media Reports, Journal of the American Medical Informatics Association, vol.438, issue.7070, pp.150-157, 2008.
DOI : 10.1038/438900a

URL : https://academic.oup.com/jamia/article-pdf/15/2/150/2086063/15-2-150.pdf

T. Knox, E. Juma, E. Ochomo, H. Jamet, L. Ndungo et al., An online tool for mapping insecticide resistance in major Anopheles vectors of human malaria parasites and review of resistance status for the Afrotropical region, Parasites & Vectors, vol.7, issue.1, p.76, 2014.
DOI : 10.1146/annurev-ento-120811-153628

P. Vauterin, J. B. Miles, A. Amato, R. Hart, L. Wright et al., Panoptes: web-based exploration of large scale genome variation data, Bioinformatics, vol.14, issue.20, pp.3243-3252, 2017.
DOI : 10.1093/bib/bbs029

|. Geosparql?a and . Ogc, openg eospa tial.org/stand ards/geosp arql Accessed 27 Koubarakis M, Kyzirakos K. Modeling and querying metadata in the semantic sensor web: The model stRDF and the query language stSPARQL. Ext Semantic Web Conf, pp.425-439, 2010.

D. Foley, R. Wilkerson, I. Birney, S. Harrison, J. Christensen et al., MosquitoMap and the Mal-area calculator: new web tools to relate mosquito species distribution with vector borne disease, International Journal of Health Geographics, vol.9, issue.1, p.11, 2010.
DOI : 10.1186/1476-072X-9-11

URL : https://ij-healthgeographics.biomedcentral.com/track/pdf/10.1186/1476-072X-9-11?site=ij-healthgeographics.biomedcentral.com

W. Processing-service and |. Ogc, http://www.openg eospa tial.org/stand ards/wps. Accessed 10, 2017.

R. Fielding, Architectural styles and the design of network-based software architectures. Irvine: University of California, 2000.

P. Ceccato, C. Vancutsem, R. Klaver, R. J. Connor, and S. , A Vectorial Capacity Product to Monitor Changing Malaria Transmission Potential in Epidemic Regions of Africa, Journal of Tropical Medicine, vol.77, issue.6, pp.1-6, 2012.
DOI : 10.1016/j.rse.2009.10.002

G. Lejeune, R. Brixtel, A. Doucet, and N. Lucas, Multilingual event extraction for epidemic detection, Artificial Intelligence in Medicine, vol.65, issue.2, pp.131-174, 2015.
DOI : 10.1016/j.artmed.2015.06.005

URL : https://hal.archives-ouvertes.fr/hal-01712956

F. Girond, L. Randrianasolo, L. Randriamampionona, F. Rakotomanana, M. Randrianarivelojosia et al., Analysing trends and forecasting malaria epidemics in Madagascar using a sentinel surveillance network: a web-based application, Malaria Journal, vol.3, issue.Suppl. 6, p.72, 2017.
DOI : 10.1186/1475-2875-3-44

URL : https://hal.archives-ouvertes.fr/pasteur-01647630

R. Fichas-de-qualificação-da, http://ficha s.ripsa .org.br, 2012.

. Índice, IPA) de malária. http://ficha s.ripsa .org.br, 2012.

S. Ma, S. Lawpoolsri, N. Soonthornworasiri, A. Khamsiriwatchara, K. Jandee et al., Effectiveness of Implementation of Electronic Malaria Information System as the National Malaria Surveillance System in Thailand, JMIR Public Health and Surveillance, vol.22, issue.13, p.20, 2016.
DOI : 10.1186/1471-2458-13-509

S. Latif, Z. Varaich, M. Ali, M. Khan, and M. Ayyaz, Real-time health data acquisition and geospatial monitoring: A visual analytics approach, 2015 International Conference on Open Source Systems & Technologies (ICOSST), p.18
DOI : 10.1109/ICOSST.2015.7396418

A. Wiefels, W. Filizola, N. Durieux, L. Mangeas, and M. , Accuracy of the malaria epidemiological surveillance system data in the state of Amazonas, Acta Amazonica, vol.58, issue.20, pp.383-90, 2016.
DOI : 10.1016/j.trstmh.2009.12.010

M. Braz, R. , L. Tauil, P. , C. Faria-e-silva-santelli et al., Avalia????o da completude e da oportunidade das notifica????es de mal??ria na Amaz??nia Brasileira, 2003-2012, Epidemiologia e Servi??os de Sa??de, vol.25, issue.1, pp.10-11, 2003.
DOI : 10.5123/S1679-49742016000100003

M. Gloria, J. Erickson, J. Luciano, D. Difranzo, and D. Mcguinness, Legal and ethical considerations, Proceedings of the 23rd International Conference on World Wide Web, WWW '14 Companion, pp.1061-1067, 2014.
DOI : 10.3390/jsan1030217