Showing posts with label Southern Ontario. Show all posts
Showing posts with label Southern Ontario. Show all posts

Southern Ontario Extreme Rainfall Trends - Environment Canada Engineering Climate Datasets IDF Tables

Environment Canada's version 3.10 update to Canada's rainfall IDF tables and curves shows more increases than decreases and slightly more significant increases than decreases - overall trends were shown in a recent post: https://www.cityfloodmap.com/2020/05/annual-maximum-rainfall-trends-in.html.

Regional trends may be up or down and warrant further review.  In Southern Ontario the IDF intensities for long term stations have been reviewed and compared with pre-version 1.00 statistics up to 1990 (similar to version 3.00 and version 2.30 comparisons shared in earlier posts).  The following table shows average changes since 1990, and the surrounding arrows suggest how these changes may influence infrastructure design, if at all.

Southern Ontario IDF Rainfall Intensity Trend Table - Environment and Climate Change Canada's Engineering Climate Datasets, Pre-Version 1.00 (up to 1990) to Version 3.10 (up to  2017)

The 21 stations assessed include:  Sarnia Airport, Chatham WPCP, Delhi CS, Port Colborne, Ridgetown RCS, St Catharines Airport, St Thomas WPCP, Windsor Airport, Brantford MOE, Fergus Shand Dam, Guelph Turfgras CS, London CS, Mount Forest (Aut), Stratford WWTP, Waterloo Wellington Airport, Bowmanville Mostert, Hamilton Airport, Hamilton RBG CS, Oshawa WPCP, Toronto City, Toronto International Airport (Pearson).

The above changes in design rainfall intensities since 1990 do not suggest any overall shift that would affect how municipal drainage infrastructure would be designed considering current weather conditions.  That is, overall intensities have decreased by 0.2% which in negligible.  The 5-minute, 2-hour and 6-hour intensities decreased consistently across all return periods.  The change however is also negligible.  On average frequent intensities, e.g., 2-year intensities expected every couple of years, and 5-year intensities, used for storm sewer design showed overall decreases.  Again the changes are negligible.  The 100-year intensities increased by 0.1% overall which is also negligible, especially considering the confidence limits with such statistics and the uncertainty in curve fitting (Gumbel distributions are used, other distributions would provide shifts in results).  One would expect rare intensities to increase over time for skewed distributions given sampling bias with short records (i.e., limited observations of extreme events are expected to lead to underestimates of 100-year statistics).

Of course considerations must be made to account for future changes and uncertainties.  Some cities and regions have incorporated allowance for climate change effects.  In Quebec a 18% allowance is standardized.  Some cities (e.g., Ottawa) include a 20% stress test to evaluate any unacceptable conditions that warrant design changes to address future potential risks.  Others incorporate stress test hyetographs in the design process - the Windsor/Essex Ontario standards include a stress test event that has 39% greater volume than the standard 100-year design storm (NB - the daily volume is increased to account for that additional volume distributed uniformly across 24 hours, while peak hyetograph intensities are only nominally affected). 

The chart below shows the IDF trends at these long-term record Southern Ontario stations.

Southern Ontario IDF Rainfall Intensity Trend Chart by Duration - Environment and Climate Change Canada's Engineering Climate Datasets, Pre-Version 1.00 (up to 1990) to Version 3.10 (up to  2017)

It is clear that that the short duration intensities (red and orange bars representing 5 and 10 minute durations) have decreased the most as shown in the table above. The chart and table below shows a more simplified version of the above chart indicating the range of changes observed.

Southern Ontario IDF Rainfall Intensity Trend Chart by Duration - Environment and Climate Change Canada's Engineering Climate Datasets, Pre-Version 1.00 (up to 1990) to Version 3.10 (up to  2017)

The above chart shows that 2-year and 5-year IDF rainfall intensities have decreased most consistently among all stations.  Those intensity estimates benefit from many observations each year to determine the statistics.  Rare event intensities from 25-year to 100-year return periods have more equal increases and decreases yet the decreases are greater.  The magnitude of the changes, both increases and decreases are on average negligible.  Even the greatest increase of 1.2% from 1990 to 2017 (27 years) is negligible for the purpose of hydrologic analysis and drainage infrastructure design.



Climate Models Predict Decreasing Extreme Rainfall Intensities and No Change for Moderate Storms In Southern Ontario

Abstract
A study by University of McMaster researchers entitled "Assessment of Future Changes in Intensity-Duration-Frequency Curves for Southern Ontario using North American (NA)-CORDEX Models with Nonstationary Methods" predicts that extreme 50-year rainfall amounts will decrease in Southern Ontario by 2050, that moderate 25-year rainfall amounts will remain flat, and frequent 10-year rainfall amounts will increase overall for long durations but are mixed for short durations.

The paper is available at this link.

Ganguli and Coulibali state in the abstract "Our results showed that extreme precipitation intensity driven by future climate forcing shows a significant increase in intensity for 10-year events in 2050s (2030-2070) relative to 1970-2010 baseline period across most of the locations. However, for longer return periods, an opposite trend is noted."

The following tables illustrate how rainfall intensities are predicted to change over periods of 1 hour to 24 hour at Southern Ontario Locations including Toronto, Hamilton, Ottawa, Windsor, London Trenton, Stratford and Shand (Fergus Shand Dam).

Southern Ontario Extreme Rainfall Predicted to Decrease With Climate Change 

Southern Ontario Moderate Rainfall Predicted to Not Change Overall With Climate Change
Southern Ontario Frequent Rainfall Predicted to Increase With Climate Change For Long Durations
Specifically, the Toronto-Hamilton 50-year rainfall amounts over 1-2 hours are predicted to drop by up to 5% or increase by 1% assuming non-stationary distributions - such changes are considered insignificant in the realm of infrastructure design given uncertainties with other factors and analysis methods. Across Ontario, the largest predicted decrease is 44% at Shand and the largest increase of 14% is in Windsor. These short duration amounts are most relevant to peak flow affecting urban flooding.

Meanwhile, the 25-year rainfall amounts are predicted to increase or decrease by 7% and 4% respectively, again an insignificant amount in design. Across Ontario, the largest predicted decrease is 35% at Shand and the largest increase of 10 % is in Windsor.

In contrast, the 10-year rainfall is predicted to increase overall, especially for long durations. For short durations of 1-2 hours the maximum increase is 22% in Hamilton and the maximum decrease is 32% in London.  For the 1-hour duration 5 stations show a decrease in 10-year rainfall (-5% to -22%), while only 3 stations show increases (+5% to + 22%).

The authors conclude that "The findings, which are specific to regional precipitation extremes, suggest no immediate reason for alarm, but the need for progressive updating of the design standards in light of global warming."

It is interesting that authors refer to 'global warming' as opposed to climate change, perhaps since extreme rainfall if not predicted to change with future temperatures.

***

Previously, we analyzed the trends in the Engineering Climate Datasets for long term Southern Ontario gauges:

http://www.cityfloodmap.com/2018/01/short-duration-frequent-rainfall-show.html

The review showed for a 2-hour duration the 10-year intensities decreased on average 0.8% from 1990 to the most current Version 2.3 dataset. The McMaster research predicts an average increase of 4.3% for 2-hour 10-year rainfall (non-stationary vs non-stationary). A greater increase is predicted for stationary vs stationary. Question: when will the real data observations start to show an increase like the model suggests? Maybe it won't. Reminds us of this quote:

"It doesn't matter how beautiful your theory is, it doesn't matter how smart you are. If it doesn't agree with experiment, it's wrong."
Richard P. Feynman

Given rainfall design intensities are decreasing in many Southern Ontario cities based on past observations it is refreshing to see climate modelling that predicts trends that are consistent with real data - yeah !

New Version 3.0 data for southern Ontario shows a further decrease in design intensities since 1990. This data shows a greater decrease for the lower return periods, contrary to the model predictions indicating low return period intensities will increase.