Abstract
Robust method of short-term forecast of Covid-19 epidemic in small administrative units (districts) is proposed. By identifying similar sections of epidemic evolutions in the past it is possible to obtain short-term forecast of epidemic in given district. Examples of one and two-weeks forecasts for three cities in Poland during third epidemic wave (March and April 2021) are shown. Difference between epidemic evolutions in third wave and previous waves caused by Covid B.1.1.7 UK variant is observed. Proposed algorithm allows one to manage epidemic locally by entering or releasing anti-Covid restrictions in groups of small administrative units.
Highlights
IntroductionIn 2020 and first half of 2021 the Covid-19 epidemic in Poland proceeded in three main waves
In this work we propose method for a short-time forecasting of Covid-19 epidemic which is robust in respect to above difficulties
In this work we introduced a robust algorithm forecasting Covid-19 epidemic evolution
Summary
In 2020 and first half of 2021 the Covid-19 epidemic in Poland proceeded in three main waves. First wave started at tIhne2b0e2g0inannidngfirosft hMalafrcohf 22002210 tahnedCloavstiedd-1t9oehpaildfeomficMinayP2o0la2n0d. FNSeexpt tsetmabbielirza2t0io2n0 laansdtetdhetontuhme bbeergionfniinnfgecotfioMnsargcrhad2u0a2l1lyainndcrtehaesemdahxaimviunmg iotsf athpiordgeeepaidtetmheicenwdavoef wOacsotobbseerrv2e0d20a.t Ntheexbt esgtainbniliinzgatioofnAlapsrtiel d20to21th. The epidemic gradually decreased until the end of April 2021, being timTehoefrepraerpeatrwinogreoafstohniss pmaapkeirn. G difficult to forecast Covid-19 epidemic: management of epidemic by the government, andTfhaesrtevairreutswmouretaatsioonnss.mFaikrsint gredaisffioncurletltaotefos rteocarsetsCtriocvtiiodn-1s9ineptrioddeumciecd: mbyantahgeegmoevnetronfmeepnidt esmucihc bays:thseocgioavl edrinsmtaenncte, raenqduifraesmt venirtu, sclmosuutaretioonfsh. Tbyhetshee lgimoviteartniomnesnatllsouwchoanse: tsoocreiadludciestvainruces trreaqnusimreimsseinotn, bcleotwsuereenopfehooptleelsa,nrdesetffauercatnivtse,lyshroedpupcinegnmumalblse,r aonfdnoewtheirnsf.eTcthioenses.lBimeictaautisoensofalhliogwh osonceiatol arnedduficneavnicriuasl ctroasntssmthisesrieosntrbicettiwonesenwpeereopclyeclaincadlleyffiencttriovdeulycerdedauncderenluemasbeedr doefpneenwdiningfoecntieopnisd.eBmeiccapuhsaeseo.fSheicgohnsdorceiaasloanndisfithnaatnficiraslt costs the restrictions were cyclically introduced and released depending on epidemic phase.
Talk to us
Join us for a 30 min session where you can share your feedback and ask us any queries you have