<p>Identified Onset (IO, orange line), Predicted Onset (PO, blue line), and official alert week (Alert, dashed red line) for all seasons (x-axis) and countries (panels A to H). Onsets are identified at the inflection points of the curves, at 0.5. Week differences between IO, PO and the Alert are shown at the top, by season, in orange and blue, respectively. A minus sign means that the model anticipated the official alert and a plus sign means that the model was delayed in comparison with the official alert. NA means that at the time of collection, no official alert was available.</p
Onset means for sub-periods significantly different from the overall average at a 0.01 significance ...
<p>Dynamic (blue) and static (red) forecasts were considered here assuming the specific infectiousne...
<p>Dynamic (blue) and static (red) forecasts were considered here assuming the general infectiousnes...
Onset timing accuracy and number of forecasts predicting any onset by predicted onset week.</p
(A) Forecast accuracy in temperate regions. (B) Forecast accuracy in tropical regions. Peak timing a...
<p>In each figure, the black line denotes the observed ILI and the red line denotes the estimated IL...
<p>In each figure, the black line denotes the observed ILI and the red line denotes the estimated IL...
<p>The first guess alerts generated by the prototype system are shown along each row (for the day af...
<p>The height of each bar is the number of Core-Based Statistical Areas (CBSAs). The x-axis is delay...
<p>Accuracy was calculated over all forecasts (332,400 for each setting of the forecast system). Thi...
(A) Weekly mean absolute error for the n-week ahead forecast (1 week, green; 2 weeks, purple; 3 week...
<p>The dashed lines represent the values observed after the end of the epidemic. Colours correspond ...
<p>Panels for each variable include (right) the interpolated time series for meteorological and clim...
Dates of onset are represented in the x-axis and number of cases on the y-axis. The top of the verti...
Onset means for sub-periods significantly different from the overall average at a 0.05 significance ...
Onset means for sub-periods significantly different from the overall average at a 0.01 significance ...
<p>Dynamic (blue) and static (red) forecasts were considered here assuming the specific infectiousne...
<p>Dynamic (blue) and static (red) forecasts were considered here assuming the general infectiousnes...
Onset timing accuracy and number of forecasts predicting any onset by predicted onset week.</p
(A) Forecast accuracy in temperate regions. (B) Forecast accuracy in tropical regions. Peak timing a...
<p>In each figure, the black line denotes the observed ILI and the red line denotes the estimated IL...
<p>In each figure, the black line denotes the observed ILI and the red line denotes the estimated IL...
<p>The first guess alerts generated by the prototype system are shown along each row (for the day af...
<p>The height of each bar is the number of Core-Based Statistical Areas (CBSAs). The x-axis is delay...
<p>Accuracy was calculated over all forecasts (332,400 for each setting of the forecast system). Thi...
(A) Weekly mean absolute error for the n-week ahead forecast (1 week, green; 2 weeks, purple; 3 week...
<p>The dashed lines represent the values observed after the end of the epidemic. Colours correspond ...
<p>Panels for each variable include (right) the interpolated time series for meteorological and clim...
Dates of onset are represented in the x-axis and number of cases on the y-axis. The top of the verti...
Onset means for sub-periods significantly different from the overall average at a 0.05 significance ...
Onset means for sub-periods significantly different from the overall average at a 0.01 significance ...
<p>Dynamic (blue) and static (red) forecasts were considered here assuming the specific infectiousne...
<p>Dynamic (blue) and static (red) forecasts were considered here assuming the general infectiousnes...