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\subsection{Merging Zone}
The
reasoning for using merging
zones zone is defined as
the unit of study---instead in \cite{St_Aubin_2013b}. It encapsulates any region of
roundabouts the roundabout where an approach and an exit lane physically overlap with the ring, as
a whole---is that, while many factors such well as
land use are shared, many more are not. This includes flows any sufficient portions before and
flow ratios especially, but may also include a host of geometric factors such as lane configuration, signalisation, presence after this region to capture road users entering and exiting this region (circa 10 meters of
a crosswalk, approach
angle, etc. which can vary from one merging zone to the next even within the same and exit). Given that all roundabout
\cite{St_Aubin_2013b}. Studying merging zones individually also better encapsulates have multiple approaches and an exits and that in the
microscopic nature vast majority of
cases these alternate in order around the
data being collected and analysed: roundabouts are often large enough for road user interactions on different sides of ring, multiple merging zones exist within the
roundabout to occur independently \citep[this is especially true if center islands obstruct view][]{Jensen_2014}. roundabout.
The
rationale for using merging
zone zones as the unit of study, instead of roundabouts as a whole, is
defined and constructed that, while many factors such as
in \cite{St_Aubin_2013b}. It encapsulates land use are shared between merging zones of the
region same roundabout, many more are not. This includes flows and flow ratios especially, but may also include a host of geometric factors such as lane configuration, signalisation, presence of
a crosswalk, approach angle, etc. which can vary from one merging zone to the
next even within the same roundabout
where \cite{St_Aubin_2013b}. Studying merging zones individually also better encapsulates the
approach and exit lanes physically overlap with microscopic nature of the
ring, as well as sufficient portions before data being collected and
after this region to capture analysed: roundabouts are often large enough for road
users entering and exiting this region (circa 10 meters user interactions on different sides of
approach and exit). the roundabout to occur more or less independently \citep[this is especially true if center island obstructs view][]{Jensen_2014}.
While the sites are selected
in such a manner so as to control for as many factors as possible, inevitably, some variation between sites still exists, especially regarding traffic volumes and
patterns; patterns (no two intersections are perfectly identical); these
differences are identified such that they may be controlled during analysis. Table~\ref{tab:analysis_zones} lists a summary of the merging zones
selected at each roundabout studied and
any remaining variable along with the most important geometric and land use
characteristics, variations, as well as a summary of historical accident data at each roundabout. Quality of the available historical accident data is relatively poor, with sampling periods ranging
between from 2
and to 15 years
(average (with an average of 7) and data missing entirely at one roundabout. Furthermore, this historical accident data is
representative of collected for the entire roundabout instead of the merging zone exclusively since accident geolocation
is often was not
fine precise enough to
distinguish associate with individual roundabout merging zones (this is especially true for the Québec data). These problems justify using surrogate safety measures for this study, and more generally.
In any case, However, the pattern in this data is consistent with
the regional trends in accidents cited earlier: accidents
are seem to be twice as likely to occur in Québec than in Sweden,
even at comparable sites, suggesting that
unexplained effects can be found between from a safety point of view, the
sites selected. selected roundabouts are comparable with respective national trends.
\begin{table}
\caption{Merging Zone Inventory}
...
\end{table} %flows last updated Sept-10
Traffic data is prepared from the video data. In addition to
the flow rate, the flow ratio
governs tends to govern how many interactions occur across
the any single merging zone, and of what nature
they these interactions tend to
be since expected behaviour be. This is
asymmetric between approaching self-evident: when more road users
are present simltaneously within the merging zone and
conflicting (within when the
roundabout) road users. presence involves more mixing from independant sources of arrivals (the effect of the flow ratio), more interctions must necessaily take place. This is especially important for low-demand sites where simultaneous arrivals may be rare events. The flow ratio is defined as
\begin{equation} \label{eqn:flow_ratio} Flow ratio=\frac{Q_{app}-Q_{conf}}{Q_{app}+Q_{conf}} \end{equation}
where $Q_{app}$ is the total flow rate at the approach and $Q_{conf}$ is the total conflicting flow (in the roundabout lanes at the beginning of the merging zone). It follows that a negative flow ratio would indicate that the conflicting flow is greater than the approach flow, and vice versa for a positive flow ratio. Mixed land use involved mostly residential and commercial land use, and occasionally institutional land use. All sites had a posted approach speed limit of 50~km/h. Some of the Québec roundabouts had a 35~km/h speed advisory posted as well. Swedish roundabouts do not have posted speed advisories \cite{Isebrands_2011}.
\subsection{Behavioural Measures}
The parameters of interest for this particular study are the most notable surrogate safety measures: speed (and speed profiles), time-to-collision (TTC) \citep{Hayward_1971}, and post-encroachment time (yPET). Note that yPET is an ordinary PET measure \citep{allen1978analysis} but is designated yPET as it is measured specifically at the merging zone yield line, where encroachment is prohibited by way of mandated yielding on the part of the approaching road user only. Other than this selection criterion, it is comparable to any other standard PET measure. Speed and yPET are measured directly from the observed road user trajectories as they occur.