C A L M   R E F E R E N C E S


Almagro-Moreno, S., & Taylor, R. K. (2014). Cholera: Environmental Reservoirs and Impact on Disease Transmission. ASM Press, 1(2), 149- 165.

Al Jazeera. (2017, August 27). Cholera outbreak in yemen [Photograph]. Retrieved from

Azman, D. A. S., Parker, L. A., Rumunu, J., Tadesse, F., Grandesso, F., Deng, L. L., … Luquero, F. J. (2016). Effectiveness of one dose of oral cholera vaccine in response to an outbreak: a case-cohort study. The Lanclet, 4(11), 856–863.

Camacho, A., Bouhenia, M., Alyusfi, R., Alkohlani, A., Naji, M. A. M., Radiguès, X., … Luquero, F. J. (2018). Cholera epidemic in Yemen, 2016–18: an analysis of surveillance data. The Lancelet Global Health, 6,680–690.

Chen, T., Guestrin, C. (2016). XGBoost: A scalable tree boosting system. Unpublished manuscript, University of Washington, Seattle, WA.

Cholera - Vibrio cholerae infection. (2018). Retrieved from

Cole, S. (2018, August 28). NASA Investment in Cholera Forecasts Helps Save Lives in Yemen [Press Release]. Retrieved from

Doldersum, T. (2013). The role of water in cholera diffusion Improvements of a cholera diffusion model for Kumasi, Ghana. University of Twente: Water Engineering and Management Geo-Information Processing. Retrieved from . Retrieved from

Emch, M., Feldacker, C., Islam, M. S., & Ali, M. (2008). Seasonality of cholera from 1974 to 2005: a review of global patterns. International Journal of Health Geographics, 7, 31.

Grad, Y. H., Miller, J. C., & Lipsitch, M. (2012). Cholera Modeling: Challenges to Quantitative Analysis and Predicting the Impact of Interventions. National Center for Biotechnological Information, 23(4), 523–530.

Jutla, A. S., Akanda, A. S., & Islam, S. (2010). Satellite remote sensing-based forecasting of cholera outbreaks in the Bengal Delta. AHS-AISH publication, 241-243. Retreived from

Jutla, A., Akanda, A., Unnikrishnan, A., Huq, A., & Colwell, R. (2015). Predictive Time Series Analysis Linking Bengal Cholera with Terrestrial Water Storage Measured from Gravity Recovery and Climate Experiment Sensors. The American Journal of Tropical Medicine and Hygiene, 93(6), 1179–1186.

Jutla, A., Whitcombe, E., Hasan, N., Haley, B., Akanda, A., Huq, A., … Colwell, R. (2013). Environmental Factors Influencing Epidemic Cholera. The American Journal of Tropical Medicine and Hygiene, 89(3), 597–607.

London School of Hygiene & Tropical Medicine. (2018, May 03). Upcoming rainy season likely to trigger renewed cholera outbreak in Yemen. Retrieved from

Nishiura, H., Tsuzuki, S., & Asai, Y. (2018). Forecasting the size and peak of cholera epidemic in Yemen, 2017. Future Medicine, 13(4), 399–402.

Nishiura, H., Tsuzuki, S., Yuan, B., Yamaguchi, T., & Asai, Y. (2017). Transmission dynamics of cholera in Yemen, 2017: a real time forecasting. Theoretical Biology & Medical Modelling, 14, 14.

Pezeshki, Z., Shadpour-Tafazzoli, M., Nejadgholi, I., Mansourian, A., & Rahbar, M. (2016). Model of Cholera Forecasting Using Artificial Neural Network in Chabahar City, Iran. International Journal of Enteric Pathogens, 4(1), e31445.

Raleigh, C., & Dowd, C. (2017). Armed Conflict Location and Event Data Project (ACLED) Codebook. Retrieved from

The Forgotten War: The Ongoing Disaster in Yemen. (2018). The Soufan Center. doi:10.1186/isrctn06195297

Yemen. (2014, February 21). Retrieved October 16, 2018, from

Yemen's Cholera Crisis: Fighting Disease During Armed Conflict. (n.d.). Retrieved from

Yemen Situation Reports. (n.d.). Retrieved from Zegura, E., & DiSalvo, C. (2018). RatWatch. Retrieved from