Predictive Intelligence for Cholera in Ukraine?

Cholera, an ancient waterborne diarrheal disease, remains a threat to public health, especially when climate/weather processes, microbiological parameters, and sociological determinants intersect with population vulnerabilities of loss of access to safe drinking water and sanitation infrastructure....

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Published inGeohealth Vol. 6; no. 9; pp. e2022GH000681 - n/a
Main Authors Usmani, Moiz, Brumfield, Kyle D., Magers, Bailey M., Huq, Anwar, Barciela, Rosa, Nguyen, Thanh H., Colwell, Rita R., Jutla, Antarpreet
Format Journal Article
LanguageEnglish
Published United States John Wiley & Sons, Inc 01.09.2022
American Geophysical Union (AGU)
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Online AccessGet full text
ISSN2471-1403
2471-1403
DOI10.1029/2022GH000681

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Abstract Cholera, an ancient waterborne diarrheal disease, remains a threat to public health, especially when climate/weather processes, microbiological parameters, and sociological determinants intersect with population vulnerabilities of loss of access to safe drinking water and sanitation infrastructure. The ongoing war in Ukraine has either damaged or severely crippled civil infrastructure, following which the human population is at risk of health disasters. This editorial highlights a perspective on using predictive intelligence to combat potential (and perhaps impending) cholera outbreaks in various regions of Ukraine. Reliable and judicious use of existing earth observations inspired mathematical algorithms integrating heuristic understanding of microbiological, sociological, and weather parameters have the potential to save or reduce the disease burden. Plain Language Summary Predictive intelligence using data for satellites, microbiology and sociology should be utilized to combat potential cholera outbreaks in war torn Ukraine. Key Points The risk of cholera in Ukraine will become significant with the noteworthy presence of plankton in the coastal regions, along with anomalous warm air temperatures and heavy precipitation Earth observations inspired anticipatory decision‐making framework is needed for preventing infectious disease outbreaks such as cholera in human population Regions such as Pakistan with massive flooding may experience similar risks and should be evaluated accordingly
AbstractList Cholera, an ancient waterborne diarrheal disease, remains a threat to public health, especially when climate/weather processes, microbiological parameters, and sociological determinants intersect with population vulnerabilities of loss of access to safe drinking water and sanitation infrastructure. The ongoing war in Ukraine has either damaged or severely crippled civil infrastructure, following which the human population is at risk of health disasters. This editorial highlights a perspective on using predictive intelligence to combat potential (and perhaps impending) cholera outbreaks in various regions of Ukraine. Reliable and judicious use of existing earth observations inspired mathematical algorithms integrating heuristic understanding of microbiological, sociological, and weather parameters have the potential to save or reduce the disease burden.
Cholera, an ancient waterborne diarrheal disease, remains a threat to public health, especially when climate/weather processes, microbiological parameters, and sociological determinants intersect with population vulnerabilities of loss of access to safe drinking water and sanitation infrastructure. The ongoing war in Ukraine has either damaged or severely crippled civil infrastructure, following which the human population is at risk of health disasters. This editorial highlights a perspective on using predictive intelligence to combat potential (and perhaps impending) cholera outbreaks in various regions of Ukraine. Reliable and judicious use of existing earth observations inspired mathematical algorithms integrating heuristic understanding of microbiological, sociological, and weather parameters have the potential to save or reduce the disease burden. Predictive intelligence using data for satellites, microbiology and sociology should be utilized to combat potential cholera outbreaks in war torn Ukraine. The risk of cholera in Ukraine will become significant with the noteworthy presence of plankton in the coastal regions, along with anomalous warm air temperatures and heavy precipitation Earth observations inspired anticipatory decision‐making framework is needed for preventing infectious disease outbreaks such as cholera in human population Regions such as Pakistan with massive flooding may experience similar risks and should be evaluated accordingly
Abstract Cholera, an ancient waterborne diarrheal disease, remains a threat to public health, especially when climate/weather processes, microbiological parameters, and sociological determinants intersect with population vulnerabilities of loss of access to safe drinking water and sanitation infrastructure. The ongoing war in Ukraine has either damaged or severely crippled civil infrastructure, following which the human population is at risk of health disasters. This editorial highlights a perspective on using predictive intelligence to combat potential (and perhaps impending) cholera outbreaks in various regions of Ukraine. Reliable and judicious use of existing earth observations inspired mathematical algorithms integrating heuristic understanding of microbiological, sociological, and weather parameters have the potential to save or reduce the disease burden.
Cholera, an ancient waterborne diarrheal disease, remains a threat to public health, especially when climate/weather processes, microbiological parameters, and sociological determinants intersect with population vulnerabilities of loss of access to safe drinking water and sanitation infrastructure. The ongoing war in Ukraine has either damaged or severely crippled civil infrastructure, following which the human population is at risk of health disasters. This editorial highlights a perspective on using predictive intelligence to combat potential (and perhaps impending) cholera outbreaks in various regions of Ukraine. Reliable and judicious use of existing earth observations inspired mathematical algorithms integrating heuristic understanding of microbiological, sociological, and weather parameters have the potential to save or reduce the disease burden. Plain Language Summary Predictive intelligence using data for satellites, microbiology and sociology should be utilized to combat potential cholera outbreaks in war torn Ukraine. Key Points The risk of cholera in Ukraine will become significant with the noteworthy presence of plankton in the coastal regions, along with anomalous warm air temperatures and heavy precipitation Earth observations inspired anticipatory decision‐making framework is needed for preventing infectious disease outbreaks such as cholera in human population Regions such as Pakistan with massive flooding may experience similar risks and should be evaluated accordingly
Cholera, an ancient waterborne diarrheal disease, remains a threat to public health, especially when climate/weather processes, microbiological parameters, and sociological determinants intersect with population vulnerabilities of loss of access to safe drinking water and sanitation infrastructure. The ongoing war in Ukraine has either damaged or severely crippled civil infrastructure, following which the human population is at risk of health disasters. This editorial highlights a perspective on using predictive intelligence to combat potential (and perhaps impending) cholera outbreaks in various regions of Ukraine. Reliable and judicious use of existing earth observations inspired mathematical algorithms integrating heuristic understanding of microbiological, sociological, and weather parameters have the potential to save or reduce the disease burden.Cholera, an ancient waterborne diarrheal disease, remains a threat to public health, especially when climate/weather processes, microbiological parameters, and sociological determinants intersect with population vulnerabilities of loss of access to safe drinking water and sanitation infrastructure. The ongoing war in Ukraine has either damaged or severely crippled civil infrastructure, following which the human population is at risk of health disasters. This editorial highlights a perspective on using predictive intelligence to combat potential (and perhaps impending) cholera outbreaks in various regions of Ukraine. Reliable and judicious use of existing earth observations inspired mathematical algorithms integrating heuristic understanding of microbiological, sociological, and weather parameters have the potential to save or reduce the disease burden.
Author Brumfield, Kyle D.
Nguyen, Thanh H.
Usmani, Moiz
Barciela, Rosa
Magers, Bailey M.
Huq, Anwar
Colwell, Rita R.
Jutla, Antarpreet
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Cites_doi 10.2166/wh.2003.0006
10.1016/j.puhe.2016.03.012
10.1128/AEM.45.1.275-283.1983
10.3389/fpubh.2015.00232
10.1097/EDE.0b013e31815c09ea
10.1007/BF02010671
10.3390/vaccines9121482
10.15585/mmwr.mm6719a5
10.1002/wat2.1480
10.4269/ajtmh.17-0048
10.1073/pnas.97.4.1438
10.1371/journal.pone.0137828
10.1186/1471-2334-1-1
10.1073/pnas.1207359109
10.1016/j.scitotenv.2022.155865
10.1016/S0140-6736(82)92340-6
10.1029/2009GL039312
10.1111/j.1752-1688.2010.00448.x
10.1016/S1286-4579(01)01533-7
10.1016/j.envres.2020.109501
10.1016/S2214-109X(18)30230-4
10.1061/(ASCE)WR.1943-5452.0001072
10.11604/pamj.2017.28.101.12806
10.2471/BLT.18.213678
10.1023/A:1013111016642
10.1038/s41467-020-19185-y
10.1111/j.1365-2672.1982.tb05074.x
10.1111/lam.12579
10.1016/j.heliyon.2020.e04998
10.1128/AEM.62.7.2508-2512.1996
10.1001/jama.283.23.3068i
10.1111/1462-2920.15716
10.4269/ajtmh.12-0721
10.1128/aem.43.5.1080-1085.1982
10.4269/ajtmh.21-0625
10.1128/AEM.00066-06
10.1371/journal.pone.0135676
10.1128/AEM.68.2.995-998.2002
10.1073/pnas.0809654105
10.1038/nature03820
10.3389/fmicb.2014.00045
10.1061/(ASCE)WR.1943-5452.0000929
10.1007/978-1-4757-9688-9_6
10.1093/infdis/jiy488
10.3390/tropicalmed6030147
10.1128/aem.56.6.1977-1980.1990
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Copyright 2022. The Authors. GeoHealth published by Wiley Periodicals LLC on behalf of American Geophysical Union.
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References 1990; 56
2006; 72
2021; 23
2001; 460
1982; 52
2008; 105
2020; 11
2018; 6
2020; 7
1856; 1
2020; 6
2014; 5
2018; 218
1999; 17
2000; 97
2000; 283
1996; 62
1982; 8
2003; 1
2021; 9
2018; 144
2021; 6
2015; 3
2017; 28
2020; 186
2013; 89
2008; 19
2015; 10
2005; 436
2002; 4
1992
2022; 837
2018; 67
2019; 145
2012; 109
2009; 36
2017; 97
2010; 46
2022
2021
2002; 68
1982; 319
1982; 43
2016; 62
2017
2018; 96
2016; 138
2001; 1
2022; 106
1983; 45
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e_1_2_5_26_1
e_1_2_5_47_1
e_1_2_5_24_1
e_1_2_5_45_1
e_1_2_5_22_1
Snow J. (e_1_2_5_43_1) 1856; 1
e_1_2_5_20_1
e_1_2_5_41_1
e_1_2_5_14_1
e_1_2_5_16_1
e_1_2_5_37_1
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e_1_2_5_12_1
e_1_2_5_33_1
e_1_2_5_4_1
e_1_2_5_2_1
e_1_2_5_18_1
Rabbani G. H. (e_1_2_5_39_1) 1999; 17
e_1_2_5_31_1
e_1_2_5_52_1
e_1_2_5_50_1
References_xml – volume: 1
  year: 2001
  article-title: Endemic and epidemic dynamics of cholera: The role of the aquatic reservoir
  publication-title: BMC Infectious Diseases
– volume: 89
  start-page: 597
  issue: 3
  year: 2013
  end-page: 607
  article-title: Environmental factors influencing epidemic cholera
  publication-title: The American Journal of Tropical Medicine and Hygiene
– volume: 10
  issue: 9
  year: 2015
  article-title: Satellite based assessment of hydroclimatic conditions related to cholera in Zimbabwe
  publication-title: PLoS One
– volume: 97
  start-page: 1438
  issue: 4
  year: 2000
  end-page: 1443
  article-title: Climate and infectious disease: Use of remote sensing for detection of Vibrio cholerae by indirect measurement
  publication-title: Proceedings of the National Academy of Sciences
– volume: 145
  issue: 7
  year: 2019
  article-title: Long‐range river discharge forecasting using the gravity recovery and climate experiment
  publication-title: Journal of Water Resources Planning and Management
– volume: 460
  start-page: 141
  issue: 1/3
  year: 2001
  end-page: 145
  article-title: Marine ecosystems and cholera
  publication-title: Hydrobiologia
– volume: 1
  start-page: 668
  issue: 7
  year: 1856
  end-page: 670
  article-title: On the mode of communication of cholera
  publication-title: Edinburgh Medical Journal
– volume: 186
  year: 2020
  article-title: Soil and water threats in a changing environment
  publication-title: Environmental Research
– volume: 43
  start-page: 1080
  issue: 5
  year: 1982
  end-page: 1085
  article-title: Influence of salinity and organic nutrient concentration on survival and growth of Vibrio cholerae in aquatic microcosms
  publication-title: Applied and Environmental Microbiology
– volume: 17
  start-page: 1
  issue: 1
  year: 1999
  end-page: 9
  article-title: Food as a vehicle of transmission of cholera
  publication-title: Journal of Diarrhoeal Diseases Research
– volume: 19
  start-page: 103
  issue: 1
  year: 2008
  end-page: 110
  article-title: The effect of rainfall on the incidence of cholera in Bangladesh
  publication-title: Epidemiology
– volume: 6
  issue: 3
  year: 2021
  article-title: A review of the environmental trigger and transmission components for prediction of cholera
  publication-title: Tropical Medicine and Infectious Disease
– start-page: 107
  year: 1992
  end-page: 127
– volume: 1
  start-page: 45
  issue: 1
  year: 2003
  end-page: 52
  article-title: A large cholera outbreak in Kano City, Nigeria: The importance of hand washing with soap and the danger of street‐vended water
  publication-title: Journal of Water and Health
– volume: 319
  start-page: 1216
  issue: 8283
  year: 1982
  end-page: 1218
  article-title: Cholera and estuarine salinity in Calcutta and London
  publication-title: The Lancet
– year: 2022
– volume: 97
  start-page: 896
  issue: 3
  year: 2017
  end-page: 903
  article-title: Assessment of risk of cholera in Haiti following hurricane Matthew
  publication-title: The American Journal of Tropical Medicine and Hygiene
– volume: 46
  start-page: 651
  issue: 4
  year: 2010
  end-page: 662
  article-title: Tracking cholera in coastal regions using satellite observations
  publication-title: JAWRA Journal of the American Water Resources Association
– volume: 7
  issue: 6
  year: 2020
  article-title: Water in war: Understanding the impacts of armed conflict on water resources and their management
  publication-title: WIREs Water
– volume: 36
  issue: 19
  year: 2009
  article-title: Dual peak cholera transmission in Bengal delta: A hydroclimatological explanation
  publication-title: Geophysical Research Letters
– volume: 4
  start-page: 237
  issue: 2
  year: 2002
  end-page: 245
  article-title: Cholera and climate: Revisiting the quantitative evidence
  publication-title: Microbes and Infection
– volume: 106
  start-page: 229
  issue: 1
  year: 2022
  end-page: 232
  article-title: Evidence‐based health behavior interventions for cholera: Lessons from an outbreak investigation in India
  publication-title: The American Journal of Tropical Medicine and Hygiene
– volume: 28
  year: 2017
  article-title: Factors associated with cholera in Kenya, 2008‐2013
  publication-title: Pan African Medical Journal
– volume: 62
  start-page: 2508
  issue: 7
  year: 1996
  end-page: 2512
  article-title: A simple filtration method to remove plankton‐associated Vibrio cholerae in raw water supplies in developing countries
  publication-title: Applied and Environmental Microbiology
– volume: 68
  start-page: 995
  issue: 2
  year: 2002
  end-page: 998
  article-title: Simple procedure for rapid identification of from the aquatic environment
  publication-title: Applied and Environmental Microbiology
– volume: 3
  year: 2015
  article-title: Occurrence and diversity of clinically important vibrio species in the aquatic environment of Georgia
  publication-title: Frontiers in Public Health
– volume: 10
  issue: 8
  year: 2015
  article-title: The impact of water, sanitation and hygiene interventions to control cholera: A systematic review
  publication-title: PLoS One
– volume: 96
  start-page: 371
  issue: 6
  year: 2018
  end-page: 371A
  article-title: No end to cholera without basic water, sanitation and hygiene
  publication-title: Bulletin of the World Health Organization
– volume: 11
  issue: 1
  year: 2020
  article-title: The seventh pandemic of cholera in Europe revisited by microbial genomics
  publication-title: Nature Communications
– volume: 8
  start-page: 313
  issue: 4
  year: 1982
  end-page: 323
  article-title: Survival and viability of nonculturable Escherichiacoli and Vibrio cholera in the estuarine and marine environment
  publication-title: Microbial Ecology
– volume: 138
  start-page: 57
  year: 2016
  end-page: 62
  article-title: Did point‐of‐use drinking water strategies for children change in the Dominican Republic during a cholera epidemic?
  publication-title: Public Health
– volume: 45
  start-page: 275
  issue: 1
  year: 1983
  end-page: 283
  article-title: Ecological relationships between Vibrio cholerae and planktonic crustacean copepods
  publication-title: Applied and Environmental Microbiology
– volume: 837
  year: 2022
  article-title: Russian‐Ukrainian war impacts the total environment
  publication-title: Science of the Total Environment
– volume: 9
  issue: 12
  year: 2021
  article-title: Oral cholera vaccine efficacy and effectiveness
  publication-title: Vaccines
– volume: 56
  start-page: 1977
  issue: 6
  year: 1990
  end-page: 1980
  article-title: Attachment of Vibrio cholerae serogroup O1 to zooplankton and phytoplankton of Bangladesh waters
  publication-title: Applied and Environmental Microbiology
– volume: 72
  start-page: 4096
  issue: 6
  year: 2006
  end-page: 4104
  article-title: Seasonal cholera caused by Vibrio cholerae serogroups O1 and O139 in the coastal aquatic environment of Bangladesh
  publication-title: Applied and Environmental Microbiology
– volume: 105
  start-page: 17676
  issue: 46
  year: 2008
  end-page: 17681
  article-title: Environmental signatures associated with cholera epidemics
  publication-title: Proceedings of the National Academy of Sciences
– volume: 218
  start-page: S147
  issue: 3
  year: 2018
  end-page: S153
  article-title: Household water treatment and cholera control
  publication-title: The Journal of Infectious Diseases
– volume: 67
  start-page: 556
  issue: 19
  year: 2018
  end-page: 559
  article-title: Cholera epidemic—Lusaka, Zambia, October 2017–May 2018
  publication-title: MMWR. Morbidity and Mortality Weekly Report
– volume: 23
  start-page: 1462
  issue: 12
  year: 2021
  end-page: 2920
  article-title: Environmental parameters associated with incidence and transmission of pathogenic
  publication-title: Environmental Microbiology
– volume: 109
  start-page: E2010
  issue: 29
  year: 2012
  end-page: E2017
  article-title: Genomic diversity of 2010 Haitian cholera outbreak strains
  publication-title: Proceedings of the National Academy of Sciences
– volume: 6
  issue: 9
  year: 2020
  article-title: Toilet chemical additives and their effect on faecal sludge characteristics
  publication-title: Heliyon
– volume: 6
  start-page: e680
  issue: 6
  year: 2018
  end-page: e690
  article-title: Cholera epidemic in Yemen, 2016–18: An analysis of surveillance data
  publication-title: Lancet Global Health
– volume: 5
  year: 2014
  article-title: Molecular diversity and predictability of Vibrio parahaemolyticus along the Georgian coastal zone of the Black Sea
  publication-title: Frontiers in Microbiology
– volume: 436
  start-page: 696
  issue: 7051
  year: 2005
  end-page: 700
  article-title: Refractory periods and climate forcing in cholera dynamics
  publication-title: Nature
– volume: 283
  issue: 23
  year: 2000
  article-title: Cholera incidence and El Niño–related higher ambient temperature
  publication-title: JAMA
– volume: 144
  issue: 8
  year: 2018
  article-title: Evaluation of risk of cholera after a natural disaster: Lessons learned from the 2015 Nepal earthquake
  publication-title: Journal of Water Resources Planning and Management
– year: 2017
– volume: 52
  start-page: 435
  issue: 3
  year: 1982
  end-page: 448
  article-title: Ecology of species, including , in natural waters of Kent, England
  publication-title: Journal of Applied Bacteriology
– start-page: 100
  year: 2021
– volume: 62
  start-page: 494
  issue: 6
  year: 2016
  end-page: 500
  article-title: Molecular characterizations of in seafood from the Black Sea, Turkey
  publication-title: Letters in Applied Microbiology
– ident: e_1_2_5_21_1
  doi: 10.2166/wh.2003.0006
– ident: e_1_2_5_32_1
  doi: 10.1016/j.puhe.2016.03.012
– ident: e_1_2_5_51_1
– ident: e_1_2_5_19_1
  doi: 10.1128/AEM.45.1.275-283.1983
– ident: e_1_2_5_29_1
  doi: 10.3389/fpubh.2015.00232
– ident: e_1_2_5_18_1
  doi: 10.1097/EDE.0b013e31815c09ea
– volume: 1
  start-page: 668
  issue: 7
  year: 1856
  ident: e_1_2_5_43_1
  article-title: On the mode of communication of cholera
  publication-title: Edinburgh Medical Journal
– ident: e_1_2_5_52_1
  doi: 10.1007/BF02010671
– ident: e_1_2_5_44_1
  doi: 10.3390/vaccines9121482
– ident: e_1_2_5_42_1
  doi: 10.15585/mmwr.mm6719a5
– ident: e_1_2_5_40_1
  doi: 10.1002/wat2.1480
– ident: e_1_2_5_25_1
  doi: 10.4269/ajtmh.17-0048
– ident: e_1_2_5_5_1
– ident: e_1_2_5_31_1
  doi: 10.1073/pnas.97.4.1438
– ident: e_1_2_5_22_1
  doi: 10.1371/journal.pone.0137828
– ident: e_1_2_5_9_1
  doi: 10.1186/1471-2334-1-1
– ident: e_1_2_5_17_1
  doi: 10.1073/pnas.1207359109
– ident: e_1_2_5_38_1
  doi: 10.1016/j.scitotenv.2022.155865
– ident: e_1_2_5_33_1
  doi: 10.1016/S0140-6736(82)92340-6
– ident: e_1_2_5_2_1
  doi: 10.1029/2009GL039312
– ident: e_1_2_5_24_1
  doi: 10.1111/j.1752-1688.2010.00448.x
– ident: e_1_2_5_36_1
  doi: 10.1016/S1286-4579(01)01533-7
– ident: e_1_2_5_37_1
  doi: 10.1016/j.envres.2020.109501
– ident: e_1_2_5_7_1
  doi: 10.1016/S2214-109X(18)30230-4
– ident: e_1_2_5_27_1
  doi: 10.1061/(ASCE)WR.1943-5452.0001072
– ident: e_1_2_5_13_1
  doi: 10.11604/pamj.2017.28.101.12806
– ident: e_1_2_5_34_1
  doi: 10.2471/BLT.18.213678
– ident: e_1_2_5_10_1
  doi: 10.1023/A:1013111016642
– ident: e_1_2_5_35_1
  doi: 10.1038/s41467-020-19185-y
– ident: e_1_2_5_50_1
  doi: 10.1111/j.1365-2672.1982.tb05074.x
– ident: e_1_2_5_48_1
  doi: 10.1111/lam.12579
– volume-title: Million people without running water across war‐affected eastern Ukraine
  year: 2022
  ident: e_1_2_5_15_1
– ident: e_1_2_5_4_1
  doi: 10.1016/j.heliyon.2020.e04998
– ident: e_1_2_5_20_1
  doi: 10.1128/AEM.62.7.2508-2512.1996
– ident: e_1_2_5_45_1
  doi: 10.1001/jama.283.23.3068i
– ident: e_1_2_5_6_1
  doi: 10.1111/1462-2920.15716
– ident: e_1_2_5_23_1
  doi: 10.4269/ajtmh.12-0721
– volume: 17
  start-page: 1
  issue: 1
  year: 1999
  ident: e_1_2_5_39_1
  article-title: Food as a vehicle of transmission of cholera
  publication-title: Journal of Diarrhoeal Diseases Research
– ident: e_1_2_5_41_1
  doi: 10.1128/aem.43.5.1080-1085.1982
– ident: e_1_2_5_14_1
  doi: 10.4269/ajtmh.21-0625
– ident: e_1_2_5_3_1
  doi: 10.1128/AEM.00066-06
– ident: e_1_2_5_47_1
  doi: 10.1371/journal.pone.0135676
– ident: e_1_2_5_8_1
  doi: 10.1128/AEM.68.2.995-998.2002
– ident: e_1_2_5_12_1
  doi: 10.1073/pnas.0809654105
– ident: e_1_2_5_28_1
  doi: 10.1038/nature03820
– ident: e_1_2_5_16_1
  doi: 10.3389/fmicb.2014.00045
– ident: e_1_2_5_26_1
  doi: 10.1061/(ASCE)WR.1943-5452.0000929
– ident: e_1_2_5_11_1
  doi: 10.1007/978-1-4757-9688-9_6
– ident: e_1_2_5_30_1
  doi: 10.1093/infdis/jiy488
– ident: e_1_2_5_49_1
  doi: 10.3390/tropicalmed6030147
– ident: e_1_2_5_46_1
  doi: 10.1128/aem.56.6.1977-1980.1990
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Snippet Cholera, an ancient waterborne diarrheal disease, remains a threat to public health, especially when climate/weather processes, microbiological parameters, and...
Abstract Cholera, an ancient waterborne diarrheal disease, remains a threat to public health, especially when climate/weather processes, microbiological...
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SubjectTerms Algorithms
Cholera
climate
Decision making
Disease
Drinking water
environmental
Epidemics
Health risks
Human populations
Hypotheses
infectious disease
Infrastructure
Pathogens
Plankton
Population
Precipitation
Public health
Rain
Sanitation
Social unrest
Sociology
Ukraine
vibrios
War
Waterborne diseases
Weather
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Title Predictive Intelligence for Cholera in Ukraine?
URI https://onlinelibrary.wiley.com/doi/abs/10.1029%2F2022GH000681
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