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)
465
11.07%,13.5%15.8%, 13.2%, respectively. The lower
errors are in the years 2011‐2013: 0.2%, 3.1%, 3.5%,
respectively.Asitcanbeindicated,themodeliswell‐
fittedespeciallyforthelastthreeyears.Inlastthree
yearsthetempoofgrowthinPolishportswasmuch
higherthanintota
lBalticsearegion,by1.7,2.8,5.9,
respectively.
ThehightempoofgrowthinPolishportsinyears
2010‐2013 was most likely connected with the
development of transhipment traffic in port of
Gdańsk, the largest Polish container port. By 2010,
containercargohandledinPolishportswasdestined
toorcomealm
ostexclusivelyfromdomesticmarket.
However, since 2010, when the first direct ocean
service from Asia to Port of Gdańsk have been
launched, we have been dealing with a new
phenomenon.Since2010,oneofthePolishporthave
been becoming growing hub port for containerized
cargo going to or coming from the East‐Balt
ic
markets (mostly to / from Russia). This means that
containersdeliveredtothehubportbyoceanvessel
fromtheexportingcountryarereloaded inthe port
to smaller ship and transported to the importing
country. Unfortunately, the data on the volume of
containershandledinseatra
nsitarenotdisclosed,so
it cannot be fully specified what is the share of sea
transitcargointhetotalcontainertraffichandledin
Polish ports. However, according to the opinion of
some representatives from maritime sector, such
traffic increases. And, generally, it can be assumed
tha
tthehubroleofGdańskwillevolveinthenearest
future.
All three models described in previous
paragraphs have been illustrated in the Figure 6.
Fromthatfigurewecansimultaneouslyreadhowthe
global economy influence the world container
throughputandwhatisrelationshipbetweenglobal,
Balt
ic and Polish container throughput. The
presented hierarchical model is quite useful to
analysethepasttrendsandrelationshipsandcanbe
useasaprognostictool.
Figure6. Hierarchical model of container throughput
(global,BalticandPolishlevel)
However,ithavetobeunderlinedthatthethird
presented model (relationship between Baltic and
Polishthroughput)willnotbeadequateinlongterm.
According to this model (see Fig. 6) if the whole
Baltic container market will continue to grow the
share of the Polish ports in total Baltic container
ma
rketincreaseandfinallyexceed100%whichisnot
true, as the Polish ports constitute the part of the
wholeBalticmarket.Toconclude,thismodelmaybe
adequatemaximumforseveralyearsandmostlikely
for2‐3years.Thepresentedmodelhasbeenadjusted
totheincreasingshareofPolishportsintota
lBaltic
container throughput. Such situation had place
during the last years. However, this will not be
everlasting trend. The share will reach some level
andprobablywillbemoreorlessstableorinsome
future will decline (such situation may occur for
example if there will be some change in Balt
ic
containermarketandtheotherhubintheBalticwill
appear, that will compete with Polish ports). The
presented model shows the accelerated tempo of
increase of Polish ports share in total Baltic
throughput, however this many not be true. The
increasing role of Polish ports is much likely, but
proba
blynotinsuchrapidpeaceasitisindicatedby
model.
On the other hand, if the tempo of growth of
containerthroughputinPolishportswillremainata
highlevelandassumingthattherewillbeasimilar
pattern to this observed toda
y or there will be a
growth in development in other Baltic container
marketsandadditionallythepatternofdevelopment
of world container traffic will be consistent with a
first presented model (relationship between GDP
G
and CT
W), it can occur that second model
(relationship between (CT
W and CTB) will not be
adequateanymore, andwill have to be adaptedto
thechangingBalticmarket.
5 CONCLUSION
The presented hierarchical model illustrates
simultaneously the relationships of container
throughput development at different geographical
levels:global, Baltic and Polish.It is quite useful to
analysethepasttrendsandrelationships.However,
someerrorsofesti
matesarevisible, whichcouldbe
corrected by some correction factors. The whole
model can also fulfil some prognostic role, and
deliver the forecast of the container throughput at
global,BalticandPolishlevel.Butmostprobablythe
hierarchicalmodelasawhole,will not beadequate
forlongterm,itcould fulfil it
sprognosticroleonly
for the next several years at most. Then its
componentswillhavetobeadaptedtothechanging
circumstancesespeciallyintheBalticsearegion.
REFERENCES
[1]Chou Ch., Chu Ch., Liang G. A mod ified regression
modelforforecasting the volumes of Taiwan’s import
containers, Mathematical and Computer Modelling Tom,
47,Issue9–10,2008,p.797–807.
[2]Review of maritime transport, Issues 20012014,
UNCTAD.
[3]RozmarynowskaM.,BalticContainerOutlook2012,Actia
Forum,Gdynia,2012
[4]Rozmarynowska M., Smolarek L. Modelowanie
zależności pomiędzy wielkością przeładunków w
polskich portach mors
kich a gospodarką polską i
światową,Logistyka,3/2014,CD1,p.5434‐5443.