Forecasting the Future Risk of Barmah Forest Virus Disease under Climate Change Scenarios in Queensland, Australia

被引:12
|
作者
Naish, Suchithra [1 ]
Mengersen, Kerrie [2 ]
Hu, Wenbiao [1 ]
Tong, Shilu [1 ]
机构
[1] Queensland Univ Technol, Sch Publ Hlth, Brisbane, Qld 4001, Australia
[2] Queensland Univ Technol, Brisbane, Qld 4001, Australia
来源
PLOS ONE | 2013年 / 8卷 / 05期
关键词
D O I
10.1371/journal.pone.0062843
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Background: Mosquito-borne diseases are climate sensitive and there has been increasing concern over the impact of climate change on future disease risk. This paper projected the potential future risk of Barmah Forest virus (BFV) disease under climate change scenarios in Queensland, Australia. Methods/Principal Findings: We obtained data on notified BFV cases, climate (maximum and minimum temperature and rainfall), socio-economic and tidal conditions for current period 2000-2008 for coastal regions in Queensland. Grid-data on future climate projections for 2025, 2050 and 2100 were also obtained. Logistic regression models were built to forecast the otential risk of BFV disease distribution under existing climatic, socio-economic and tidal conditions. The model was applied to estimate the potential geographic distribution of BFV outbreaks under climate change scenarios. The predictive model had good model accuracy, sensitivity and specificity. Maps on potential risk of future BFV disease indicated that disease would vary significantly across coastal regions in Queensland by 2100 due to marked differences in future rainfall and temperature projections. Conclusions/Significance: We conclude that the results of this study demonstrate that the future risk of BFV disease would vary across coastal regions in Queensland. These results may be helpful for public health decision making towards developing effective risk management strategies for BFV disease control and prevention programs in Queensland.
引用
收藏
页数:7
相关论文
共 50 条
  • [1] Wetlands, climate zones and Barmah Forest virus disease in Queensland, Australia
    Naish, Suchithra
    Mengersen, Kerrie
    Hu, Wenbiao
    Tong, Shilu
    TRANSACTIONS OF THE ROYAL SOCIETY OF TROPICAL MEDICINE AND HYGIENE, 2012, 106 (12) : 749 - 755
  • [2] Spatial and temporal clusters of Barmah Forest virus disease in Queensland, Australia
    Naish, S.
    Hu, W.
    Mengersen, K.
    Tong, S.
    TROPICAL MEDICINE & INTERNATIONAL HEALTH, 2011, 16 (07) : 884 - 893
  • [3] Spatial analysis of risk factors for transmission of the Barmah Forest virus in Queensland, Australia
    Naish, Suchithra
    Mengersen, Kerrie
    Tong, Shilu
    GEOSPATIAL HEALTH, 2013, 8 (01) : 289 - 299
  • [4] Spatio-Temporal Patterns of Barmah Forest Virus Disease in Queensland, Australia
    Naish, Suchithra
    Hu, Wenbiao
    Mengersen, Kerrie
    Tong, Shilu
    PLOS ONE, 2011, 6 (10):
  • [5] The risk of Ross River and Barmah Forest virus disease in Queensland: Implications for New Zealand
    Kelly-Hope, LA
    Kay, BH
    Purdie, DM
    Williams, GM
    AUSTRALIAN AND NEW ZEALAND JOURNAL OF PUBLIC HEALTH, 2002, 26 (01) : 69 - 77
  • [6] Southern Oscillation Index and transmission of the Barmah Forest virus infection in Queensland, Australia
    Bi, P
    Tong, SL
    Donald, K
    Parton, K
    Hobbs, J
    JOURNAL OF EPIDEMIOLOGY AND COMMUNITY HEALTH, 2000, 54 (01) : 69 - 70
  • [7] Forecasting cloud forest in eastern and southern Mexico: conservation insights under future climate change scenarios
    Octavio R. Rojas-Soto
    Victoria Sosa
    Juan Francisco Ornelas
    Biodiversity and Conservation, 2012, 21 : 2671 - 2690
  • [8] Forecasting cloud forest in eastern and southern Mexico: conservation insights under future climate change scenarios
    Rojas-Soto, Octavio R.
    Sosa, Victoria
    Francisco Ornelas, Juan
    BIODIVERSITY AND CONSERVATION, 2012, 21 (10) : 2671 - 2690
  • [9] Analysis of Barmah forest virus disease activity in Queensland, Australia, 1993-2003: Identification of a large, isolated outbreak of disease
    Quinn, HE
    Gatton, ML
    Hall, G
    Young, M
    Ryan, PA
    JOURNAL OF MEDICAL ENTOMOLOGY, 2005, 42 (05) : 882 - 890
  • [10] Socio-environmental predictors of Barmah forest virus transmission in coastal areas, Queensland, Australia
    Naish, Suchithra
    Hu, Wenbiao
    Nicholls, Neville
    Mackenzie, John S.
    Dale, Pat
    McMichael, Anthony J.
    Tong, Shilu
    TROPICAL MEDICINE & INTERNATIONAL HEALTH, 2009, 14 (02) : 247 - 256