****************************************************************************************** ****************************************************************************************** COVID-19 simulation of the 16-Sep-2020, Yves Peysson (more details -> www.yvespeysson.fr) ---> Data last day, option f (Spain day #0 : 26-Jan-2020) : 15-Sep-2020 ****************************************************************************************** ****************************************************************************************** Country : Spain Beginning of the outbreak (reference day of calculations) : 26-Jan-2020 (day #0) --------- ---> Last available day in database : 15-Sep-2020 (day #233) ---> Today : 16-Sep-2020 (day #234) --------- Manual parameter determination. --------- Simulations parameters (case fatality rate from Diamond-Princess cruise liner analysis : 0.33%) : From day #1 --> qc_0 : 0.83, qc_inf : 0.054, tau_ref : 23, Dtau : 5 From day #140 --> qc_0 : 0.13, qc_inf : 0.1, tau_ref : 180, Dtau : 10 --------- Global agreement between modeling and observations R-squares (coefficient of determination 0 < R2 < 1, the largest is the best) : 0.61957 --------- Estimated basic reproduction number (R0) : 10.79 Fraction of population that must be immunited (natural or vaccine) to stop the outbreak : 91%, Nmax = 42,281,186 EFfective reproduction number (R) : 1.302 Actual fraction of population that is naturally immunised : 23.3 (%) --------- Total number of fatalities (estimated) today : 30,413 Total number of fatalities (observed) today : 30,004 --------- Estimated mortality (per million inhabitants) : 653 --------- Number of days to reach the first wave outbreak peak from the beginning of the outbreak (26-Jan-2020) : 66 (01-Apr-2020) Number of daily fatalities at the first wave outbreak peak : 889 Number of days to reach the first wave outbreak peak from the beginning of lockdown (15-Mar-2020) : 17 (01-Apr-2020) --------- Estimated duration of the outbreak : 310 days until 01-Dec-2020 --------- Total number of fatalities estimated at the end of the outbreak (day #310) : 63,624 --------- Threshold 100 fatalities estimated : 12-Mar-2020 (day #46) Threshold 1000 fatalities estimated : 19-Mar-2020 (day #53) Threshold 10000 fatalities estimated : 01-Apr-2020 (day #66) Threshold 20000 fatalities estimated : 15-Apr-2020 (day #80) Threashold 30000 fatalities estimated : 11-Sep-2020 (day #229) --------- Day of the end of the lockdown (26-Apr-2020) : #91 Estimated number of daily infections (26-Apr-2020) : 13190 Estimated number of daily deaths (26-Apr-2020) : 274 Observed number of daily fatalities (26-Apr-2020) : 288 Estimated cumulative number of fatalities at hospital (26-Apr-2020) : 23682 Observed cumulative number of fatalities at hospital (26-Apr-2020) : 23190 ****************************************************************************************** ******************************************************************************************