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Archive for February, 2023

In Extreme Weather #1 we looked at trends in landfalling tropical cyclones (TCs), where data goes back over 100 years. Way more TCs form over the ocean and don’t hit land, thankfully. Trends on these would be informative – are they getting worse?

There isn’t much quality data before satellites started going up around 1980, so we have good data for over 40 years. More coverage was added around 1990 so we have even better data over the last 30 years.

What does the latest IPCC report say? Chapter 11 of AR6 covers extreme weather.

Here’s the simple version:

There are significant positive global trends in TC intensity.

The actual text, from p. 1585, is in the Notes at the end of this article.

This seems like bad news but it’s actually good news.

The Executive Summary for the chapter includes the “bad news”, p. 1519:

It is likely that the global proportion of Category 3–5 tropical cyclone instances has increased over the past four decades.. The global frequency of TC rapid intensification events has likely increased over the past four decades. None of these changes can be explained by natural variability alone (medium confidence).

I was confused when I read this section of the report and the paper referenced – Kossin et al., “Global increase in major tropical cyclone exceedance probability over the past four decades”, 2020. I’ve read a number of papers on TCs in the satellite era and “getting worse” didn’t seem correct. I found a paper from Klotzbach et al 2022 in my files and reread it. Both Kossin and Klozbach are heavily cited in this field, including by this IPCC report and the previous report (AR5).

Here’s Klotzbach 2022:

This study investigates 1990–2021 global tropical cyclone (TC) activity trends, a period characterized by consistent satellite observing platforms. We find that fewer hurricanes are occurring globally and that the tropics are producing less Accumulated Cyclone Energy—a metric accounting for hurricane frequency, intensity, and duration.

Here’s Kossin 2020:

Here we address and reduce these heterogeneities and identify significant global trends in TC intensity over the past four decades. The results should serve to increase confidence in projections of increased TC intensity under continued warming.

I emailed Phil Klotzbach asking for clarification – different dataset? different time period? looking at a different metric? and he very kindly replied within 24 hours explaining. (I’ve emailed a number of climate scientists during the years of writing this blog and have found them to be exceptionally responsive, courteous and helpful).

Now it’s clear. And I should have figured it out myself. Here is my plain English version:

The number of category 4-5 TCs (the most extreme) hasn’t changed. The number of category 1-3 TCs has reduced.

So this seems like good news. We can express it as “the percentage of the most extreme TCs has increased” but that’s just another way of saying the same thing.

For people still confused, like a couple of friends I explained this to.. suppose the number of murders is flat but the number of other violent offences has reduced. We could say “violent crime is down”, or we could say “extreme violence has increased (as a percentage of overall violent crime)”. The first one is the plain English version.

Now, we’re looking at a short duration – 30-40 years. Is the trend due to climate variables like La Nina? Will the trend continue? Reverse? All good questions, perhaps to be considered in a future article.

This aim of this article is about the simpler question of what has been observed about trends in tropical cyclones out over the oceans. We’ll let Phil have the last word:

We find that fewer hurricanes are occurring globally and that the tropics are producing less Accumulated Cyclone Energy—a metric accounting for hurricane frequency, intensity, and duration

Notes

Text of AR6 on TC trends in the satellite era, from p. 1585:

There are previous and ongoing efforts to homogenize the best-track data (Elsner et al., 2008; Kossin et al., 2013, 2020; Choy et al., 2015; Landsea, 2015; Emanuel et al., 2018) and there is substantial literature that finds positive trends in intensity-related metrics in the best-track during the ‘satellite period’, which is generally limited to around the past 40 years (Kang and Elsner, 2012; Kishtawal et al., 2012; Kossin et al., 2013, 2020; Mei and Xie, 2016; Zhao et al., 2018; Tauvale and Tsuboki, 2019).

When best-track trends are tested using homogenized data, the intensity trends generally remain positive, but are smaller in amplitude(Kossin et al., 2013; Holland and Bruyère, 2014).

Kossin et al. (2020) extended the homogenized TC intensity record to the period 1979–2017 and identified significant global increases in major TC exceedance probability of about 6% per decade.

In addition to trends in TC intensity, there is evidence that TC intensification rates and the frequency of rapid intensification events have increased within the satellite era (Kishtawal et al., 2012; Balaguru et al., 2018; Bhatia et al., 2018). The increase in intensification rates is found in the best-track and the homogenized intensity data.

References

Seneviratne et al, 2021: Weather and Climate Extreme Events in a Changing Climate. In Climate Change 2021: The Physical Science Basis. Contribution of Working Group I to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change

Global increase in major tropical cyclone exceedance probability over the past four decades, Kossin et al, PNAS (2020)

Trends in Global Tropical Cyclone Activity: 1990–2021, Philip J. Klotzbach et al, GRL (2022)

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The latest IPCC report, AR6, was released in draft form in 2021 and in what seemed like an approved released form early 2022. You can download each chapter from ipcc.ch (Working Group 1 is “the physical science basis”).

Chapter 11 covers extreme events – “Weather and Climate Extreme Events in a Changing Climate”.

Here’s the simple version of what they say about long term trends in tropical cyclones (severe tropical storms):

For long term trends of landfalling tropical cyclones, we have a data quality issue. We do have good data for the USA going back to 1900 and there’s been no increase. We do have good data for Australia going back to the late 1800s and there’s been a decrease. On a global basis the data quality isn’t good enough to have any confidence in trends in intensity or frequency.

The actual text, from p. 1585-1586, is in the Notes at the end of this article.

This how the executive summary for the chapter captures the essence of this apparently good news, p.1519:



That’s the main dish.

Here’s an extract from Thomas Knutson et al 2019:

One of their summaries:

In summary, no detectable anthropogenic influence has been identified to date in observed TC- landfalling data, using type I error avoidance criteria. From the viewpoint of type II error avoidance, one of the above changes (decrease in severe landfalling TCs in eastern Australia), was rated as detectable, though not attributable to anthropogenic forcing (9 of 11 authors), with one dissenting author expressing reservations about the historical data quality in this case.

It’s important to note that landfalling TCs are only a small subset of TCs that form out over the ocean, and in the next article we’ll look at this.

Notes

Text of AR6 from p. 1585-1586 about long term trends in tropical cycles:

Identifying past trends in TC metrics remains a challenge due to the heterogeneous character of the historical instrumental data, which are known as ‘best-track’ data (Schreck et al., 2014). There is low confidence in most reported long-term (multi-decadal to centennial) trends in TC frequency- or intensity-based metrics due to changes in the technology used to collect the best-track data. This should not be interpreted as implying that no physical (real) trends exist, but rather as indicating that either the quality or the temporal length of the data is not adequate to provide robust trend detection statements, particularly in the presence of multi-decadal variability..

..A subset of the best-track data corresponding to hurricanes that have directly impacted the USA since 1900 is considered to be reliable, and shows no trend in the frequency of USA landfall events (Knutson et al., 2019)…

..A similarly reliable subset of the data representing TC landfall frequency over Australia shows a decreasing trend in Eastern Australia since the 1800s (Callaghan and Power, 2011), as well as in other parts of Australia since 1982 (Chand et al., 2019; Knutson et al., 2019). A paleoclimate proxy reconstruction shows that recent levels of TC interactions along parts of the Australian coastline are the lowest in the past 550–1500 years (Haig et al., 2014).

References

Seneviratne et al, 2021: Weather and Climate Extreme Events in a Changing Climate. In Climate Change 2021: The Physical Science Basis. Contribution of Working Group I to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change

Knutson, T.R. et al., 2019: Tropical Cyclones and Climate Change Assessment: Part I: Detection and Attribution. Bulletin of the American Meteorological Society

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