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Epidemiological versus meteorological forecasts: Best practice for linking models to policymaking

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  • Coughlan de Perez, Erin
  • Stephens, Elisabeth
  • van Aalst, Maarten
  • Bazo, Juan
  • Fournier-Tombs, Eleonore
  • Funk, Sebastian
  • Hess, Jeremy J.
  • Ranger, Nicola
  • Lowe, Rachel

Abstract

Weather forecasts, climate change projections, and epidemiological predictions all represent domains that are using forecast data to take early action for risk management. However, the methods and applications of the modeling efforts in each of these three fields have been developed and applied with little cross-fertilization. This perspective identifies best practices in each domain that can be adopted by the others, which can be used to inform each field separately as well as to facilitate a more effective combined use for the management of compound and evolving risks. In light of increased attention to predictive modeling during the COVID-19 pandemic, we identify three major areas that all three of these modeling fields should prioritize for future investment and improvement: (1) decision support, (2) conveying uncertainty, and (3) capturing vulnerability.

Suggested Citation

  • Coughlan de Perez, Erin & Stephens, Elisabeth & van Aalst, Maarten & Bazo, Juan & Fournier-Tombs, Eleonore & Funk, Sebastian & Hess, Jeremy J. & Ranger, Nicola & Lowe, Rachel, 2022. "Epidemiological versus meteorological forecasts: Best practice for linking models to policymaking," International Journal of Forecasting, Elsevier, vol. 38(2), pages 521-526.
    • Handle: RePEc:eee:intfor:v:38:y:2022:i:2:p:521-526
    DOI: 10.1016/j.ijforecast.2021.08.003
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    1. Nicholas G Reich & Craig J McGowan & Teresa K Yamana & Abhinav Tushar & Evan L Ray & Dave Osthus & Sasikiran Kandula & Logan C Brooks & Willow Crawford-Crudell & Graham Casey Gibson & Evan Moore & Reb, 2019. "Accuracy of real-time multi-model ensemble forecasts for seasonal influenza in the U.S," PLOS Computational Biology, Public Library of Science, vol. 15(11), pages 1-19, November.
    2. Claudia Pahl-Wostl, 2007. "Transitions towards adaptive management of water facing climate and global change," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 21(1), pages 49-62, January.
    3. Rui Shi & Benjamin F. Hobbs & Huai Jiang, 2019. "When can decision analysis improve climate adaptation planning? Two procedures to match analysis approaches with adaptation problems," Climatic Change, Springer, vol. 157(3), pages 611-630, December.
    4. Cash, David & Clark, William & Alcock, Frank & Dickson, Nancy & Eckley, Noelle & Jager, Jill, 2002. "Salience, Credibility, Legitimacy and Boundaries: Linking Research, Assessment and Decision Making," Working Paper Series rwp02-046, Harvard University, John F. Kennedy School of Government.
    5. Carly A. Phillips & Astrid Caldas & Rachel Cleetus & Kristina A. Dahl & Juan Declet-Barreto & Rachel Licker & L. Delta Merner & J. Pablo Ortiz-Partida & Alexandra L. Phelan & Erika Spanger-Siegfried &, 2020. "Compound climate risks in the COVID-19 pandemic," Nature Climate Change, Nature, vol. 10(7), pages 586-588, July.
    6. Sebastian Funk & Anton Camacho & Adam J Kucharski & Rachel Lowe & Rosalind M Eggo & W John Edmunds, 2019. "Assessing the performance of real-time epidemic forecasts: A case study of Ebola in the Western Area region of Sierra Leone, 2014-15," PLOS Computational Biology, Public Library of Science, vol. 15(2), pages 1-17, February.
    7. Wilson, Douglas Clyde & Ahmed, Mahfuzuddin & Siar, Susanna V. & Kanagaratnam, Usha, 2006. "Cross-scale linkages and adaptive management: Fisheries co-management in Asia," Marine Policy, Elsevier, vol. 30(5), pages 523-533, September.
    8. Hallegatte, Stephane & Shah, Ankur & Lempert, Robert & Brown, Casey & Gill, Stuart, 2012. "Investment decision making under deep uncertainty -- application to climate change," Policy Research Working Paper Series 6193, The World Bank.
    9. Rostami-Tabar, Bahman & Ali, Mohammad M. & Hong, Tao & Hyndman, Rob J. & Porter, Michael D. & Syntetos, Aris, 2022. "Forecasting for social good," International Journal of Forecasting, Elsevier, vol. 38(3), pages 1245-1257.
    10. Kleinschmit, Daniela & Pülzl, Helga & Secco, Laura & Sergent, Arnaud & Wallin, Ida, 2018. "Orchestration in political processes: Involvement of experts, citizens, and participatory professionals in forest policy making," Forest Policy and Economics, Elsevier, vol. 89(C), pages 4-15.
    11. Elisabeth M. Stephens & Tamsin L. Edwards & David Demeritt, 2012. "Communicating probabilistic information from climate model ensembles—lessons from numerical weather prediction," Wiley Interdisciplinary Reviews: Climate Change, John Wiley & Sons, vol. 3(5), pages 409-426, September.
    Full references (including those not matched with items on IDEAS)

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