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Michael Tippett 🎃

@mktippett.bsky.social
1.8K followers 334 following 282 posts

Minor bug fixes and performance improvements

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Reposted by Michael Tippett 🎃
Sang-Ki Lee @sklee621.bsky.social · 29/09/2026
A new study shows a clear regional divide in future US hurricane landfalls: while tropical cyclone frequency is projected to decline along the Gulf Coast—including Texas—it will steadily increase along the Southeastern US coastline throughout the 21st century. 🌊🧪 ocean2climate.org/2026/09/29/f...
ocean2climate.org
Future Tropical Cyclone Risk in the Gulf Drops while the Southeast Braces for Impact
Figure 1 from Lele et al. (2026). Multi-Model Mean of track density change in the North Atlantic, calculated between future and historical periods for SSP1-2.6 (a) and SSP5-8.5 (b). Stippling shows…
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Michael Tippett 🎃 @mktippett.bsky.social · 15/09/2026
Our recent preprint examines the impacts of ENSO on US HDDs. Fun fact that I learned: The 1997-98 El Niño (and Enron!) jump started the weather derivatives market eartharxiv.org/repository/v...
eartharxiv.org
ENSO, weather regimes, and U.S. heating degree days
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Andrew B. Watkins @windjunky.bsky.social · 28/08/2026
The 2026 El Niño is second only to 1997 when you account for climate change, but easily first if you leave climate change in. Nice 2026 El Niño article by Emily Becker at climate.us (the former climate.gov killed by the Orange One).
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Michael Tippett 🎃 @mktippett.bsky.social · 14/08/2026
my favorite engagement bait prompt is that Jan-Dec annual averages are a social construct that makes El Niño feel unloved
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Michael Tippett 🎃 @mktippett.bsky.social · 13/08/2026
“El Niño is strengthening, with a greater than 90% chance of a very strong event during the Northern Hemisphere fall and winter 2026-27.“ Go with the pros. Accept no substutes www.cpc.ncep.noaa.gov/products/ana...
cpc.ncep.noaa.gov
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Lauren Rosenthal @laurenthal.bsky.social · 05/08/2026
El Niño usually isn't all bad. It can block hurricanes, even ease CPI in some cases. But in a warming climate, there's a lot of uncertainty about how it will play out - especially if it's the strongest we've seen since 1950. Read free: www.bloomberg.com/graphics/202... /end
bloomberg.com
Record El Niño Threatens Fragile Economies Squeezed by War
The El Niño could be the most powerful in decades, fueling major threats to fragile economies around the world.
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Andrew Williams @andrewilwilliams.bsky.social · 05/08/2026
I think we should also measure our success by whether what we do "enables people to understand and think more clearly and effectively about the world around us." I think that climate science was *already* struggling to measure success in this way, and the advent of LLMs will make this harder!
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Michael Tippett 🎃 @mktippett.bsky.social · 28/07/2026
ENSO forecasts from individual models can be “idiosyncratic” and their average tends to be better. Here is the NMME multimodal mean dressed with a synthetic, performance-based 100-member ensemble (with code) github.com/mktippett/nm...
Line chart showing a synthetic 100-member NMME forecast plume for Niño 3.4 seasonal sea-surface temperature anomalies from JAS through AMJ. Thin pale-blue lines represent individual ensemble members, dashed gray lines mark the 10th and 90th percentiles, and a thick black line shows the multi-model mean. The mean rises from about 1.7°C in JAS to a peak near 2.6°C in OND–NDJ, then declines steadily to about 0.6°C by AMJ. Ensemble spread is widest around boreal winter and remains substantial into spring.
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Michael Tippett 🎃 @mktippett.bsky.social · 28/07/2026
ENSO forecasts from individual models can be “idiosyncratic” and their average tends to be better. Here is the NMME multimodal mean dressed with a synthetic, performance-based 100-member ensemble (with code) github.com/mktippett/nm...
Line chart showing a synthetic 100-member NMME forecast plume for Niño 3.4 seasonal sea-surface temperature anomalies from JAS through AMJ. Thin pale-blue lines represent individual ensemble members, dashed gray lines mark the 10th and 90th percentiles, and a thick black line shows the multi-model mean. The mean rises from about 1.7°C in JAS to a peak near 2.6°C in OND–NDJ, then declines steadily to about 0.6°C by AMJ. Ensemble spread is widest around boreal winter and remains substantial into spring.
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Reposted by Michael Tippett 🎃
Michael Tippett 🎃 @mktippett.bsky.social · 23/07/2026
Come for SVD, stay for the ENSO-conditioned global mean temperature forecasts agupubs.onlinelibrary.wiley.com/doi/10.1029/...
Panel (e) shows NMME (±2 std shading) and simplified model (95% prediction interval) forecasts of June 2026–May 2027 GMST.
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Michael Tippett 🎃 @mktippett.bsky.social · 23/07/2026
Come for SVD, stay for the ENSO-conditioned global mean temperature forecasts agupubs.onlinelibrary.wiley.com/doi/10.1029/...
Panel (e) shows NMME (±2 std shading) and simplified model (95% prediction interval) forecasts of June 2026–May 2027 GMST.
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Michael Tippett 🎃 @mktippett.bsky.social · 09/07/2026
Synopsis: El Niño abides and will become more so www.cpc.ncep.noaa.gov/products/ana...
cpc.ncep.noaa.gov
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Michael Tippett 🎃 @mktippett.bsky.social · 07/07/2026
Here is one recipe for computing relative Nino-3.4 in models. Bonus content: plots of the latest NMME forecasts, skill scores, and yes, code github.com/mktippett/nm...
github.com
GitHub - mktippett/nmme-enso
Contribute to mktippett/nmme-enso development by creating an account on GitHub.
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Michael Tippett 🎃 @mktippett.bsky.social · 01/07/2026
xr.open_zarr!
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Reposted by Michael Tippett 🎃
Andrew Freedman @afreedma.bsky.social · 01/07/2026
A deep dive into the various factors favoring record heat in Europe & the US, including climate change, the jet stream configuration & to some extent, the strengthening El Niño . www.cnn.com/2026/07/01/c... Thx to @kimcobb.bsky.social @michaelemann.bsky.social @mktippett.bsky.social & others.
cnn.com
Cruel summer: Punishing heat waves hit Europe, US, with a preview of what’s to come | CNN
Summer has barely started in the Northern Hemisphere, but already it’s offering an oppressive preview of life on a hotter planet.
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Reposted by Michael Tippett 🎃
Kevin Anchukaitis @thirstygecko.bsky.social · 26/06/2026
Yup. Without warning this morning Columbia University decided that no-cost adjuncts (like me and Ben) at LDEO weren’t wanted anymore.
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Michael Tippett 🎃 @mktippett.bsky.social · 11/06/2026
New CPC ENSO forecast: 62% and 63% probability of ≥2.0°C during OND and NDJ www.cpc.ncep.noaa.gov/products/ana...
NOAA CPC ENSO Strength Probabilities (issued June 2026)
based on thresholds in ERSSTv5 Relative Niño-3.4 index/RONI
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Reposted by Michael Tippett 🎃
ECMWF @ecmwf.int · 10/06/2026
In our seasonal forecast from 1 June 2026, we are introducing the Relative Niño indices. Recommended by @wmo-global.bsky.social, this is an additional measure of El Niño strength alongside more traditional Niño 3.4 SST anomalies. It's expected to be readily adopted. ➡️ www.ecmwf.int/en/about/med...
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Reposted by Michael Tippett 🎃
Michael Tippett 🎃 @mktippett.bsky.social · 08/06/2026
RONI forecasts showing less spread out than ONI ones? Fortuitous error cancelation? Unnamed models (NASA) looking like less of an outlier. All from nmme.earth.miami.edu/figures/inde...
NMME forecasts of ONI initialized June 2026. They are all over the placeNMME forecasts of *RONI* initialized June 2026. They are less spread out than the ONI ones
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Michael Tippett 🎃 @mktippett.bsky.social · 08/06/2026
RONI forecasts showing less spread out than ONI ones? Fortuitous error cancelation? Unnamed models (NASA) looking like less of an outlier. All from nmme.earth.miami.edu/figures/inde...
NMME forecasts of ONI initialized June 2026. They are all over the placeNMME forecasts of *RONI* initialized June 2026. They are less spread out than the ONI ones
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Reposted by Michael Tippett 🎃
Jorge García Franco @jorgelgf.bsky.social · 05/06/2026
How does the GFDL SPEAR Large Ensemble project tropical cyclones to change under warming? Short answer: fewer storms globally, but each is projected to be wetter and bigger. w @mktippett.bsky.social @scamargo.bsky.social Read more in Earth's Future: agupubs.onlinelibrary.wiley.com/doi/10.1029/...
agupubs.onlinelibrary.wiley.com
Historical and Projected Tropical Cyclone Characteristics in SPEAR Large Ensemble Simulations
TC genesis is projected to decrease, with a poleward shift in activity regions Climatological TC precipitation (TCP) is projected to decrease, while precipitation rate per TC and TCP size increas...
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Michael Tippett 🎃 @mktippett.bsky.social · 26/05/2026
The ABCs of risk management are not Always Be Correlating
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Michael Tippett 🎃 @mktippett.bsky.social · 19/05/2026
Relative Nino-3.4 (a little better than vanilla Nino-3.4 for Atlantic TC in ASO) moves in positive territory. Note the reduced activity and spread for warm ENSO conditions
ASO ENSO indices (ERSSTv5) with seasonal number of tropical storms, Cat1+ hurricanes, and ACE for the period 1979–2024, along with best-fit lines (dashed). Vertical lines to the best-fit line are shown for the four years 2023, 2015, 2024, and 1985 with the largest ASO tropical mean SST anomalies (largest to smallest). P-values are shown for the null hypothesis that the relation with Niño-3.4 is the same as with the modern index (small values favor rejecting).

From: 

Tippett, M. K., Becker, E. J., Camargo, S. J., García-Franco, J. L., Lee, C.-Y., & L'Heureux, M. L. (2025). Relation of Atlantic tropical cyclone activity with observed and predicted ENSO indices. Geophysical Research Letters, 52, e2025GL119286. https://doi.org/10.1029/2025GL119286
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Reposted by Michael Tippett 🎃
Bob Henson @bhensonweather.bsky.social · 15/05/2026
Mega-El Niño, bonkers El Niño, pick your superlative: We may have a big 'un arriving soon. But if so, does that mean the effects will be bigger? Or just more probable? Or does it "depend"? Answers to these and other Qs: @climateconnections.bsky.social yaleclimateconnections.org/2026/05/what...
yaleclimateconnections.org
What's a 'super El Niño'? And other El Niño questions, answered » Yale Climate Connections
The likelihood of certain outcomes may get a big boost, but surprises can still happen, especially in a warming climate.
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Michael Tippett 🎃 @mktippett.bsky.social · 05/05/2026
With a FMA RONI of -0.48, ENSO shifts into neutral territory
Heatmap of Relative Niño-3.4 (RONI) ENSO categories by tropical year and season. Rows represent tropical years, beginning with the earliest year at the top and the most recent year at the bottom. Columns represent overlapping three-month seasons from MJJ through AMJ, spanning a June–May tropical year. Each cell is color-coded by ENSO category, ranging from dark and medium blues for very strong to weak La Niña, gray for neutral, and light to dark reds for weak to very strong El Niño. White cells with a question mark indicate missing values in the incomplete most recent year. A horizontal colorbar below labels the nine categories from very strong La Niña through neutral to very strong El Niño.
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Reposted by Michael Tippett 🎃
Andrew B. Watkins @windjunky.bsky.social · 01/05/2026
Awaiting the May update to the Multi Model ensemble for the 2026 Global Mean Temperature: at the start of April, the median forecast for 2026 was around +1.55, equal to the 2024 record. nmme.earth.miami.edu/figures/inde...
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Reposted by Michael Tippett 🎃
Simon Lee @simonleewx.com · 21/04/2026
ECMWF data store – new portal for S2S & TIGGE data access ecds.ecmwf.int
ecds.ecmwf.int
ECMWF Data Store
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Michael Tippett 🎃 @mktippett.bsky.social · 18/04/2026
Divino Moura (1944–2026) founding director of the IRI (hired me) and all-around climate prediction pioneer www.gov.br/inpe/pt-br/a...
gov.br
Homenagem a Antonio Divino Moura, um pilar da meteorologia brasileira
Pesquisador do INPE, ex-diretor do Inmet e referência internacional em clima e sociedade, Antonio Divino Moura (1944-2026) deixa contribuição indelével à ciência no Brasil
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Michael Tippett 🎃 @mktippett.bsky.social · 09/04/2026
Wondering about that super duper El Nino? CPC has you covered cpc.ncep.noaa.gov/products/ana...
The bars show the chance of El Niño (red bars), ENSO-Neutral (grey bars), and La Niña (blue bars) provided for 9 upcoming, overlapping 3-month seasons (each letter represents a month, for example, F = February). Probability for El Niño exceeding 90%
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Michael Tippett 🎃 @mktippett.bsky.social · 06/04/2026
Pick your fighter: ONI or RONI at nmme.earth.miami.edu/figures/inde...
NMME forecasts of ONI initialized 2026-04-01. Forecasts are well above 0.5 except for CanESM5 who sags in the middle
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Michael Tippett 🎃 @mktippett.bsky.social · 06/04/2026
Pick your fighter: ONI or RONI at nmme.earth.miami.edu/figures/inde...
NMME forecasts of ONI initialized 2026-04-01. Forecasts are well above 0.5 except for CanESM5 who sags in the middle
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Michael Tippett 🎃 @mktippett.bsky.social · 04/04/2026
JFM 2026 RONI weighs in at -0.72 as cool ENSO conditions continue
Color-coded ENSO stripe chart of Relative Niño-3.4 (RONI) values. Tropical years run from top to bottom, with the latest year at the bottom, and seasons from MJJ to AMJ run left to right. Blues indicate La Niña, gray indicates neutral conditions, and reds indicate El Niño, with darker colors showing stronger events. White cells with question marks mark missing data. A colorbar below identifies the strength categories from very strong La Niña to very strong El Niño.
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Simona Meiler @simonameiler.bsky.social · 02/04/2026
An actuary, a lawyer, and a climate risk scientist walk into a bar (meet on Zoom). This is the result: eartharxiv.org/repository/v...
eartharxiv.org
Stress testing insurance market stability under climate risk
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Michael Tippett 🎃 @mktippett.bsky.social · 27/03/2026
is there place to download a reasonably updated archive of daily RMM12? Or should I be using another MJO index? this seems to end in 2024? www.bom.gov.au/climate/mjo/...
bom.gov.au
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Michael Tippett 🎃 @mktippett.bsky.social · 16/03/2026
I was told "We need a climate stripes for ENSO"
Climate stripes but for the relative Nino 3.4 seasonal index. Each column is a tropical year Jun–May and each row is a 3-month season. Reds for El Niño and blues for La Niña. Question marks for the coming seasons. There's been some rounding.
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Bob Henson @bhensonweather.bsky.social · 05/02/2026
I love writing about geeky science that has real-world implications. In this case, a new NOAA index does a more solid job of classifying El Niño and La Niña—and that helps explain some recent puzzling events. @climateconnections.bsky.social yaleclimateconnections.org/2026/02/a-ne...
yaleclimateconnections.org
A new and better way to keep tabs on El Niño and La Niña » Yale Climate Connections
Developed in response to a warming world, NOAA’s revised scale more precisely identifies which episodes are likely to have the biggest impacts.
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Michael Tippett 🎃 @mktippett.bsky.social · 31/01/2026
cpc official www.cpc.ncep.noaa.gov/products/ana...
CPC RONI page screenshot 

Cold & Warm Episodes by Season
Relative Oceanic Niño Index (RONI):
Historical El Niño / La Niña episodes (1950-Present)
Warm (red) and cold (blue) periods based on a threshold of +/-0.5°C for the Relative Oceanic Niño Index (RONI), using the
1991-2020 base period [3 month running mean of ERSST.v5 SST anomalies in the Niño 3.4 region (5°N-5°S, 120°-170°W) with average tropical mean (20°N-20°S) SST anomalies subtracted.
The difference is then adjusted so the variance equals the original
Niño 3.4 index].
For historical purposes, periods of below and above normal SSTs are colored in blue and red when the threshold is met for a minimum of five (5) consecutive overlapping seasons. The RONI is one measure of the El Niño Southern Oscillation, and other indices can confirm whether features consistent with a coupled ocean-atmosphere phenomenon accompanied these periods.
Data availability: 1950-2025
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Kelsey Malloy @kmalloy.bsky.social · 23/01/2026
🌪️ Happy to share this new paper from @mktippett.bsky.social and I. We constructed a synthetic event set for U.S. tornado outbreaks. It has 200,000+++ events, which can be boiled down to resolve localized risk, and we detect robust shifts in activity due to ENSO and trends. doi.org/10.5194/nhes...
doi.org
A Global Ensemble Forecast System (GEFS)-based synthetic event set of U.S. tornado outbreaks
Abstract. Severe convective storms (SCS) are important drivers of global insured losses, and tornado outbreaks – when many tornadoes occur within a short time span – cause extreme and localized loss o...
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Michael Tippett 🎃 @mktippett.bsky.social · 10/01/2026
evergreen
Hi, sorry, I don't know. I will just give you the general advice to write a small computer program to simulate fake data from your model and then you can apply your statistical procedures to your simulated data and repeat the process to understand the statistical properties of your methods. Best of luck.
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Simon Lee @simonleewx.com · 10/01/2026
📣 New paper with Lorenzo Polvani published in @agu.org GRL! Increasing Frequency and Persistence of the Summertime Greenland High Regime Not Captured by a Seasonal Prediction Model Very Large Ensemble Open access: doi.org/10.1029/2025... @earthscista.bsky.social @lamont.columbia.edu
Screenshot of part of our paper "Increasing Frequency and Persistence of the Summertime Greenland High Regime Not Captured by a Seasonal Prediction Model Very Large Ensemble" in GRL
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Kate Marvel @drkatemarvel.bsky.social · 21/12/2025
I was talking to a colleague on Friday and he said, oh, I didn’t know you wrote a book?? and clearly I have not been obnoxious enough anout this. So: I wrote a book. Some people thought it was good. You should read it www.scientificamerican.com/podcast/epis...
scientificamerican.com
From Climate Catastrophes to Space Romance––Scientific American’s Favorite Science Books of the Year
Scientific American unveils its first-ever best fiction and nonfiction books of the year, spotlighting stories that blend science, imagination and unforgettable voices.
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Kelsey Malloy @kmalloy.bsky.social · 15/12/2025
A climate projections 101:
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Michael Tippett 🎃 @mktippett.bsky.social · 01/12/2025
especially important since the iri dl is on its last legs
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Michael Tippett 🎃 @mktippett.bsky.social · 01/12/2025
This new paper is about which of Mike’s favorite topics: a. ENSO b. tropical cyclones c. NMME forecasts d. all of the above agupubs.onlinelibrary.wiley.com/doi/10.1029/...
Abstract El Niño‐Southern Oscillation (ENSO) influences global climate variability, including Atlantic tropical cyclone activity. The Niño‐3.4 index has long been used to characterize ENSO. However, new ENSO
indices have been proposed in recent years. Here, in the context of Atlantic tropical cyclone activity, we compared Niño‐3.4 to three modern ENSO indices: the relative Niño‐3.4 index, the ENSO Longitudinal Index (ELI), and a Pacific sea surface temperature zonal gradient index. We examined the association of their August–
October values with central Pacific convection, tropical cyclone‐related variables in the Atlantic (e.g., vertical wind shear and potential intensity), and Atlantic tropical cyclone activity. We also assessed the skill of seasonal forecasts of the ENSO indices and the skill of index‐based forecasts of Atlantic tropical cyclone activity. We found that the modern ENSO indices outperform the traditional Niño‐3.4 index in nearly all aspects, with the relative Niño‐3.4 index showing statistically significant advantages in many cases.
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Michael Tippett 🎃 @mktippett.bsky.social · 24/11/2025
more chiclet, more better
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Simon Lee @simonleewx.com · 24/11/2025
The importance of weather and climate science in the insurance industry "Insight" article in @rmets.org Weather from @mattpriestley.bsky.social & @hcbloomfield19.bsky.social doi.org/10.1002/wea....
doi.org
The importance of weather and climate science in the insurance industry
Click on the article title to read more.
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Ana Sena @anasena.bsky.social · 11/11/2025
🚨 New paper alert! 🚨 The correlation between ENSO and Tropical Cyclone activity in the Pacific has strengthened in the recent decades. Meanwhile, there is a multidecadal oscillation in the ENSO-Atlantic TCs teleconnection strength. 🔗 dx.doi.org/10.1029/2025...
dx.doi.org
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Michael Tippett 🎃 @mktippett.bsky.social · 12/11/2025
The IRI DL is a uniquely valuable resource for NOAA (and more) climate data. Over the last 27 years it had a huge impact (positive!) on my career. So long, and thanks for all the fish!
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Michael Tippett 🎃 @mktippett.bsky.social · 06/11/2025
Also have you wondered about using ADT-HURSAT for intensification analysis but didn’t want to download nine csv files from the SI of a PNAS paper?
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Michael Tippett 🎃 @mktippett.bsky.social · 05/11/2025
Have you wondered about trends & ENSO variability in Atlantic TC intensity/intensification? @scamargo.bsky.social and I did. journals.ametsoc.org/view/journal...
journals.ametsoc.org
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