Table of Contents
ISRN Infectious Diseases
Volume 2013, Article ID 675846, 14 pages
http://dx.doi.org/10.5402/2013/675846
Review Article

The Burden of Visceral Leishmaniasis in India: Challenges in Using Remote Sensing and GIS to Understand and Control

1Department of Vector Biology and Control, Rajendra Memorial Research Institute of Medical Sciences (ICMR), Agamkuan, Bihar, Patna 800 007, India
2Department of Geography, Presidency University, 86/1, College Street, West Bengal, Kolkata 700 073, India

Received 3 July 2012; Accepted 14 August 2012

Academic Editors: E. Çiftçi, K. Couper, and M. A. De Souza

Copyright © 2013 Gouri Sankar Bhunia et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Linked References

  1. C. P. Thakur, “Treatment of kala-azar in India,” National Medical Journal of India, vol. 5, no. 5, pp. 203–205, 1992. View at Google Scholar · View at Scopus
  2. S. Sundar and H. W. Murray, “Gamma interferon in the treatment of kala-azar and other forms of Leishmaniasis,” The Journal of the Association of Physicians of India, vol. 43, no. 5, pp. 348–350, 1995. View at Google Scholar · View at Scopus
  3. S. L. Croft, L. Vivas, and S. Brooker, “Recent advances in research and control of malaria, leishmaniasis, trypanosomiasis and schistosomiasis,” Eastern Mediterranean Health Journal, vol. 9, no. 4, pp. 518–533, 2003. View at Google Scholar · View at Scopus
  4. P. Desjuex, “Leishmaniasis: current situation and new perspectives,” Comparative Immunology, Microbiology and Infectious Diseases, vol. 27, no. 5, pp. 305–318, 2004. View at Publisher · View at Google Scholar
  5. P. J. Hotez, J. H. F. Remme, P. Buss, G. George, C. Morel, and J. G. Breman, “Combating tropical infectious diseases: report of the disease control priorities in developing countries project,” Clinical Infectious Diseases, vol. 38, no. 6, pp. 871–878, 2004. View at Publisher · View at Google Scholar · View at Scopus
  6. D. Bora, “Epidemiology of visceral leishmaniasis in India,” National Medical Journal of India, vol. 12, no. 2, pp. 62–68, 1999. View at Google Scholar · View at Scopus
  7. J. R. Arias, P. S. Monteiro, and F. Zicker, “The reemergence of visceral leishmaniasis in Brazil,” Emerging Infectious Diseases, vol. 2, no. 2, pp. 145–146, 1996. View at Google Scholar · View at Scopus
  8. T. K. Jha, “Drug unresponsiveness & combination therapy for kala-azar,” Indian Journal of Medical Research, vol. 123, no. 3, pp. 389–398, 2006. View at Google Scholar · View at Scopus
  9. F. Laguna, “Treatment of leishmaniasis in HIV-positive patients,” Annals of Tropical Medicine and Parasitology, vol. 97, supplement 1, pp. S135–S142, 2003. View at Google Scholar · View at Scopus
  10. R. K. Singh, H. P. Pandey, and S. Sundar, “Visceral leishmaniasis (kala-azar): challenges ahead,” Indian Journal of Medical Research, vol. 123, no. 3, pp. 331–344, 2006. View at Google Scholar · View at Scopus
  11. P. Das, S. Samuels, P. Desjeux et al., “Annual incidence of visceral leishmaniasis in an endemic area of Bihar, India,” Tropical Medicine and International Health, vol. 15, supplement 2, pp. 4–11, 2010. View at Publisher · View at Google Scholar · View at Scopus
  12. G. S. Bhunia, N. Chatterjee, V. Kumar, R. Mandal, P. Das, and S. Kesari, “Remote sensing and GIS: tools for the prediction of epidemic for the intervention measure,” in Proceedings of the 14th Annual International Conference and Exhibition on Geospatial Information technology and Application, Gurgaon, India, February 2012, India Geospatial forum (PN-31).
  13. G. S. Bhunia, S. Kesari, A. Jeyaram, V. Kumar, and P. Das, “Influence of topography on the endemicity of kala-azar: a study based on remote sensing and geographical information system,” Geospatial Health, vol. 4, no. 2, pp. 155–165, 2010. View at Google Scholar · View at Scopus
  14. G. S. Bhunia, V. Kumar, A. J. Kumar, P. Das, and S. Kesari, “The use of remote sensing in the identification of the eco-environmental factors associated with the risk of human visceral leishmaniasis (kala-azar) on the Gangetic plain, in North-Eastern India,” Annals of Tropical Medicine and Parasitology, vol. 104, no. 1, pp. 35–53, 2010. View at Publisher · View at Google Scholar · View at Scopus
  15. S. Kesari, G. S. Bhunia, V. Kumar, A. Jeyaram, A. Ranjan, and P. Das, “A comparative evaluation of ground survey and space technology of endemic and non-endemic region of Visceral Leishmaniasis (kala-azar) in India,” Memórias do Instituto Oswaldo Cruz, vol. 106, no. 5, pp. 515–523, 2011. View at Google Scholar
  16. S. Sudhakar, T. Srinivas, A. Palit, S. K. Kar, and S. K. Battacharya, “Mapping of risk prone areas of kala-azar (Visceral leishmaniasis) in parts of Bihar state, India: an RS and GIS approach,” Journal of Vector Borne Diseases, vol. 43, no. 3, pp. 115–122, 2006. View at Google Scholar · View at Scopus
  17. N. R. Bergquist, “Schistosomiasis: from risk assessment to control,” Trends in Parasitology, vol. 18, no. 7, pp. 309–314, 2002. View at Publisher · View at Google Scholar · View at Scopus
  18. S. Brooker, M. Beasley, M. Ndinaromtan et al., “Use of remote sensing and a geographical information system in a national helminth control programme in Chad,” Bulletin of the World Health Organization, vol. 80, no. 10, pp. 783–789, 2002. View at Google Scholar · View at Scopus
  19. S. I. Hay, “An overview of remote sensing and geodesy for epidemiology and public health application,” Advances in Parasitology, vol. 47, pp. 1–35, 2000. View at Google Scholar · View at Scopus
  20. L. R. Leonardo, P. T. Rivera, B. A. Crisostomo et al., “A study of the environmental determinants of malaria and schistosomiasis in the Philippines using remote sensing and geographic information systems,” Parassitologia, vol. 47, no. 1, pp. 105–114, 2005. View at Google Scholar · View at Scopus
  21. G. J. Yang and X. N. Zhou, “Application of GIS/RS on vector-borne diseases control,” Chinese Journal of Parasitic Disease Control, vol. 14, pp. 64–66, 2001. View at Google Scholar
  22. G. S. Bhunia, S. Kesari, N. Chatterjee, V. Kumar, and P. Das, “Localization of kala-azar in the endemic region of Bihar, India based on land use/land cover assessment at different scales,” Geospatial Health, vol. 6, no. 2, pp. 177–193, 2012. View at Google Scholar
  23. P. Nieto, J. B. Malone, and M. E. Bavia, “Ecological niche modeling for visceral leishmaniasis in the state of Bahia, Brazil, using genetic algorithm for rule-set prediction and growing degree day-water budget analysis,” Geospatial Health, vol. 1, no. 1, pp. 115–126, 2006. View at Google Scholar · View at Scopus
  24. R. A. Thompson, J. W. de Oliveira Lima, J. H. Maguire, D. H. Braud, and D. T. Scholl, “Climatic and demographic determinants of American visceral leishmaniasis in northeastern Brazil using remote sensing technology for environmental categorization of rain and region influences on leishmaniasis,” American Journal of Tropical Medicine and Hygiene, vol. 67, no. 6, pp. 648–655, 2002. View at Google Scholar · View at Scopus
  25. G. S. Bhunia, S. Kesari, N. Chatterjee et al., “Incidence of visceral leishmaniasis in the Vaishali district of Bihar, India: spatial patterns and role of inland water bodies,” Geospat Health, vol. 5, no. 2, pp. 205–215, 2011. View at Google Scholar
  26. P. Malaviya, A. Picado, S. P. Singh et al., “Visceral leishmaniasis in Muzaffarpur district, Bihar, India from 1990 to 2008,” PLoS ONE, vol. 6, no. 3, Article ID e14751, 2011. View at Publisher · View at Google Scholar · View at Scopus
  27. G. S. Bhunia, N. Chatterjee, V. Kumar et al., “Delimitation of kala-azar risk areas in the district of Vaishali in Bihar (India) using a geo-environmental approach,” Memórias do Instituto Oswaldo Cruz, vol. 107, no. 5, pp. 609–620, 2012. View at Google Scholar
  28. A. Jeyaram, S. Kesari, A. Bajpai, G. S. Bhunia, and Y. V. N. Krishna Murthy, “Risk zone modelling and early warning system for visceral leishmaniasis (kala-azar) disease in Bihar, India using remote sensing and GIS,” in Proceedings of the 22nd Congress of the International Society for Photogrammetry and Remote Sensing, Melbourne Convection and Exhibition Centre, Melbourne, Australia, August 2012.
  29. S. K. Paul, A. Jeyaram, and V. Jayaraman, “Application of remote sensing and GIS in identifying and mapping sandfly distribution in endemic and non-endemic kala-azar foci in Bihar and Jharkhand,” in Proceedings of the 57th AIAA International Astronautical Congress (IAC'06), pp. 2372–2387, October 2006, IAC-06-B1.P.1.17. View at Scopus
  30. M. H. Craig, R. W. Snow, and D. Le Sueur, “A climate-based distribution model of malaria transmission in sub-Saharan Africa,” Parasitology Today, vol. 15, no. 3, pp. 105–111, 1999. View at Publisher · View at Google Scholar · View at Scopus
  31. J. A. Omumbo, S. I. Hay, C. A. Guerra, and R. W. Snow, “The relationship between the Plasmodium falciparum parasite ratio in childhood and climate estimates of malaria transmission in Kenya,” Malaria Journal, vol. 3, article 17, 2004. View at Publisher · View at Google Scholar · View at Scopus
  32. B. R. W. Snow, M. H. Craig, U. Deichmann, and D. Le Sueur, “A preliminary continental risk map for malaria mortality among African children,” Parasitology Today, vol. 15, no. 3, pp. 99–104, 1999. View at Publisher · View at Google Scholar · View at Scopus
  33. J. R. Everett, R. J. Staskowski, and C. Jengo, “Remote sensing and GIS enable future exploration success,” World Oil, vol. 223, no. 11, pp. 59–65, 2002. View at Google Scholar · View at Scopus
  34. P. Geerders, “Remote sensing—challenges for ACP countries,” 2005, http://knowledge.cta.int/en/Dossiers/S-T-Issues-in-Perspective/Remote-sensing-and-GIS/Articles /Remote-Sensing-Challenges-for-ACP-countries.
  35. A. Ghosh, Remote Sensing Data Policies, Geospatial World (Geospatial Communication Network), 2010, http://geospatialworld.net/index.php?option=comcontent&view =article&id=20307&Itemid=1304.
  36. S. Gao, D. Mioc, F. Anton, X. Yi, and D. J. Coleman, “Online GIS services for mapping and sharing disease information,” International Journal of Health Geographics, vol. 7, article 8, 2008. View at Publisher · View at Google Scholar · View at Scopus
  37. S. Todd, G. Brubaker, S. Chand et al., “Human resources-geographical information systems data development and systems implementation for the christian social services commission of tanzania: final report,” HR-GIS Data Development and Systems Implementation for the CSSC of Tanzania, United State Agency International Development (USAID), 2009.
  38. T. Toutin and P. Cheng, “QuickBird—a milestone for high-resolution mapping,” Earth Observation Magazine, vol. 11, pp. 14–18, 2002. View at Google Scholar
  39. M. A. Bhat, R. M. Shah, and B. Ahmed, “Cloud computing: a solution to geographical information systems (GIS),” International Journal on Computer Science and Engineering, vol. 3, no. 2, pp. 594–600, 2011. View at Google Scholar
  40. L. J. Zhang and Q. Zhou, “CCOA: cloud computing open architecture,” in Proceedings of the IEEE International Conference on Web Services (ICWS'09), pp. 607–616, Los Angeles, Calif, USA, July 2009. View at Publisher · View at Google Scholar · View at Scopus
  41. I. Foster, Y. Zhao, I. Raicu, and S. Lu, “Cloud computing and grid computing 360-degree compared,” in Proceedings of the Grid Computing Environments Workshop (GCE'08), pp. 1–10, Austin, Tex, USA, November 2008. View at Publisher · View at Google Scholar · View at Scopus
  42. M. C. Thomson, D. A. Elnaiem, R. W. Ashford, and S. J. Connor, “Towards a kala azar risk map for Sudan: mapping the potential distribution of Phlebotomus orientalis using digital data of environmental variables,” Tropical Medicine and International Health, vol. 4, no. 2, pp. 105–113, 1999. View at Publisher · View at Google Scholar · View at Scopus
  43. D. E. A. Elnaiem, J. Schorscher, A. Bendall et al., “Risk mapping of visceral leishmaniasis: the role of local variation in rainfall and altitude on the presence and incidence of kala-azar in Eastern Sudan,” American Journal of Tropical Medicine and Hygiene, vol. 68, no. 1, pp. 10–17, 2003. View at Google Scholar · View at Scopus
  44. B. P. Sharma, N. M. Maskay, S. R. Adhikari et al., “Socio-economic determinants of kala-azar in Nepal,” Journal of Nepal Health Research Council, vol. 2, no. 1, pp. 35–42, 2004. View at Google Scholar
  45. B. Ostyn, K. Gidwani, B. Khanal et al., “Incidence of symptomatic and asymptomatic Leishmania donovani infections in high-endemic foci in India and Nepal: a prospective study,” PLOS Neglected Tropical Diseases, vol. 5, no. 10, Article ID e1284, 2011. View at Publisher · View at Google Scholar
  46. V. P. Singh, A. Ranjan, R. K. Topno et al., “Short report: estimation of under-reporting of visceral leishmaniasis cases in Bihar, India,” American Journal of Tropical Medicine and Hygiene, vol. 82, no. 1, pp. 9–11, 2010. View at Publisher · View at Google Scholar · View at Scopus
  47. R. P. Goswami, B. Bairagi, and P. K. Kundu, “K39 strip test—easy, reliable and cost-effective field diagnosis for visceral leishmaniasis in India,” Journal of Association of Physicians of India, vol. 51, pp. 759–761, 2003. View at Google Scholar · View at Scopus
  48. P. J. Guerin, P. Olliaro, S. Sundar et al., “Visceral leishmaniasis: current status of control, diagnosis, and treatment, and a proposed research and development agenda,” The Lancet Infectious Diseases, vol. 2, no. 8, pp. 494–501, 2002. View at Publisher · View at Google Scholar · View at Scopus
  49. D. Mondal, S. P. Singh, N. Kumar et al., “Visceral leishmaniasis elimination programme in India, Bangladesh, and Nepal: reshaping the case finding/case management strategy,” PLoS Neglected Tropical Diseases, vol. 3, no. 1, article e355, 2009. View at Publisher · View at Google Scholar · View at Scopus
  50. A. Stauch, R. R. Sarkar, A. Picado et al., “Visceral leishmaniasis in the Indian subcontinent: modelling epidemiology and control,” PLOS Neglected Tropical Diseases, vol. 5, no. 11, Article ID e1405, 2011. View at Publisher · View at Google Scholar
  51. N. S. Singh and D. P. Singh, “Seasonal occurrence of phlebotominae sand flies (phlebotominae: Diptera) and it's correlation with kala-azar In eastern Uttar Pradesh, India,” Southeast Asian Journal of Tropical Medicine and Public Health, vol. 40, no. 3, pp. 458–462, 2009. View at Google Scholar · View at Scopus
  52. S. P. Singh, D. C. S. Reddy, M. Rai, and S. Sundar, “Serious underreporting of visceral leishmaniasis through passive case reporting in Bihar, India,” Tropical Medicine and International Health, vol. 11, no. 6, pp. 899–905, 2006. View at Publisher · View at Google Scholar · View at Scopus
  53. A. Picado, M. L. Das, V. Kumar et al., “Phlebotomus argentipes seasonal patterns in India and Nepal,” Journal of Medical Entomology, vol. 47, no. 2, pp. 283–286, 2010. View at Publisher · View at Google Scholar · View at Scopus
  54. N. Bacaër and S. Guernaoui, “The epidemic threshold of vector-borne diseases with seasonality: the case of cutaneous leishmaniasis in Chichaoua, Morocco,” Journal of Mathematical Biology, vol. 53, no. 3, pp. 421–436, 2006. View at Publisher · View at Google Scholar · View at Scopus
  55. S. Kaya, J. Sokol, and T. J. Pultz, “Monitoring environmental indicators of vector-borne disease from space: a new opportunity for RADARSAT-2,” Canadian Journal of Remote Sensing, vol. 30, no. 3, pp. 560–565, 2004. View at Google Scholar · View at Scopus
  56. S. G. Ross, M. C. Thomson, T. Pultz, C. M. Mbogo, J. L. Regens, and C. Swalm, “On the use of RADARSAT-1 for monitoring malaria risk in Kenya,” in Proceedings of the Third International Symposium on Retrieval of Bio- and Geophysical Parameters From SAR Data For Land Applications, 11–14 September, 2001 in Sheffield, UK, A. Wilson, Ed., ESA Publications Division, Noordwijk, The Netherlands, 2002, Scientific coordination by S. Quegan, ESA SP-475. View at Google Scholar