Dr. Daniel Swain Profile picture
Jan 9 23 tweets 7 min read Read on X
Is there a link between #ClimateChange & increasing risk/severity of #wildfire in California--including the still-unfolding disaster? Yes. Is climate change the only factor at play? No, of course not. So what's really going on? [Thread] #CAfire #CAwx #LAfires iopscience.iop.org/article/10.108…
There is rarely, if ever, a singular cause of complex disasters--so don't be fooled by disingenuous "straw man" binaries! For wildfire, encroachment into high risk areas, historical land management, & climate all matter (to contextually varying degrees). theguardian.com/environment/20…
What is the primary link between #ClimateChange and wildfire, both in CA specifically and more broadly globally? Vegetation moisture, and therefore its flammability (which includes propensity to ignition, combustion intensity, rates of spread, and etc.). nature.com/articles/s4155…
With #ClimateChange, we see warming but also widespread increases in atmospheric "thirstiness" (i.e., evaporative demand/vapor pressure deficit). A warmer, thirstier atmosphere means (potentially) drier, more flammable vegetation in absence of compensating precip increases. Figure from Swain et al. 2025. Caption reads: Saturation vapour pressure (solid black line), absolute humidity (dot-dashed black line; assuming 40% relative humidity (RH)) and vapour pressure deficit (VPD) (dashed red line; the difference between saturation and actual vapour pressures, assuming 40% RH) as a function of realistic Earth surface air temperatures. A nonlinear (exponential) increase in the VPD will result from a linear increase in temperature even under the assumption of constant RH.
This increase in atmospheric "thirst" is actually caused by same underlying thermodynamic process driving increases in precip intensity w/warming. In new paper, coincidentally published today, we introduce analogy of the "Expanding Atmospheric Sponge." nature.com/articles/s4301…
The "Expanding Atmospheric Sponge" Effect conveys consequences of air's increasing water vapor-holding capacity: Not only can larger sponge yield more water if saturated (& wrung), but its absorptive capacity increases *even if there's no water to absorb.* nature.com/articles/s4301…Figure from Swain et al. 2025. Caption reads: The physical processes underpinning increasing hydroclimate volatility in a warming climate can be visualized as an expanding atmospheric sponge. Consider a series of progressively larger kitchen sponges as representing the increasing water-vapour-holding capacity of the atmosphere as temperatures rise. These hypothetical sponges become 7% larger with each degree of warming, such that at 3 °C of warming, the atmospheric ‘sponge’ would be around 22.5% larger than at the pre-industrial temperature (see figure). In turn, the absorptive capacity of ...
Critically, this means the "Expanding Atmospheric Sponge" can increase vegetation aridity, and hence flammability, *even in absence of regional precipitation decreases*. In fact, this can occur (at least episodically) even in places that see mean precipitation *increases*!
What about CA specifically? Previous research finds large increases in summer & autumn conditions favorable for extreme wildfire spread (i.e., a doubling between 1980 and 2020) due to temperature, humidity, & autumn precip trends. iopscience.iop.org/article/10.108…
Now, it's absolutely true that many distinct ecological & fire regimes exist within California. Fire season is generally much longer in southern CA vs. northern CA (& can sometimes extend into winter). Also, there's greater proportion of grass & brush fires in SoCal (vs NorCal).
In fact, in coastal southern California, where grass and brush (including chaparral) are predominant vegetation types, there is actually a historical relationship between wetter winters and *increased* fire activity in following fire season. Why is this?
esajournals.onlinelibrary.wiley.com/doi/10.1890/07…
Many ecosystems in arid and semi-arid regions are effectively "vegetation/biomass-limited" when it comes to wildfire--in other words, the abundance of grass and brush varies according to moisture availability year to year. More moisture = more biomass (potential wildfire fuel).
Hence, there is literally more fuel for wildfires following wetter periods with lots of vegetation growth in grasslands/shrubland ecosystems (as opposed to forests, which are usually more "moisture limited" and burn more extensively/intensely during droughts). HOWEVER...
In a warming climate, we are seeing broad global increases in what we term "#HydroclimateWhiplash"--and thus increasingly frequent and/or intense swings between extremely wet and extremely dry conditions. Why does that matter in ths context of wildfire? nature.com/articles/s4301…
Well, in grassy and brushy settings, wet antecedent conditions favor increased growth & fire fuel--but *transitions* from unusually wet to dry (& hotter/"thirstier atmosphere") conditions favor increased growth *and then increased drying* of said extra-abundant vegetation.
And so, in many settings, the "worst climate for wildfire" is not always continuous drying, but is instead an increased cycling between wet (vegetation growth) and dry (vegetation desiccation) periods amid a broad environment with increased evaporative demand (air thirstiness)!
In 2024, Southern California experienced an exceptional episode of wet-to-dry hydroclimate whiplash. Very wet conditions in winters of 2023 and 2024 gave way to a record-dry start to 2025 wet season (with periods of record warmth and evaporative demand in between). #CAwx #CAfire Snapshots of maps of California from early 2024 depicting anomalous wet conditions nearly statewide, then from late 2024 depicting anomalously dry conditions in southern California.
Snapshots of maps of California from early 2024 depicting anomalous wet conditions nearly statewide, then from late 2024 depicting anomalously dry conditions in southern California.
This exact temporal sequence of events, as observed in southern California in 2024, is something we use as a prototypical example of practical consequences of wet-to-dry "hydroclimate whiplash" events--which we show are increasing due to #ClimateChange. nature.com/articles/s4301…
Additionally, in coastal southern California, most of the largest/most destructive wildfires are driven by strong, dry, downslope "Santa Ana" winds. Those mainly occur during Oct-Jan; usually, seasonal rains arrive by Nov or Dec ("short circuiting" fire risk associated w/them.)
This year, the seasonal rains have failed to arrive. It's bone dry--with a record-dry start to wet season in some cases--throughout SoCal. Is there a climate change connection here too? #CAwx #CAfire
Well, climate change is not expected to increase the frequency or intensity of Santa Ana winds. It may even decrease them, eventually, though that would mainly occur in Jan-Feb at a high level of warming and be less relevant to fire risk (vs Oct-Dec). agupubs.onlinelibrary.wiley.com/doi/full/10.10…
However, that's not primarily what matters here! The main issue is the overlap between "critically dry vegetation season" and "strong dry wind season." Due to decreases in autumn precipitation, increases in overall evaporative demand, that overlap is expected to increase. nature.com/articles/s4324…
In fact: In a 2021 piece, I discussed how there is already evidence that this "dry & windy" overlap has already increased from autumn and (episodically) into early winter--especially across Southern California. #CAwx #CAfire agupubs.onlinelibrary.wiley.com/doi/full/10.10…
TL;DR version: #ClimateChange, while certainly not only relevant factor, has indeed increased risk of extreme CA #wildfires. The main reason is increasing temperatures & atmospheric "thirstiness," but increased precipitation "whiplash"/seasonal shifts is also an emerging factor.

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More from @Weather_West

Jan 11
Our paper on "Hydroclimate volatility on a Warming Earth" is out in Nature Reviews Earth & Environment. We assess existing scientific literature & conduct new analysis--concluding that "#HydroclimateWhiplash" is increasing due to #ClimateChange. [Thread] nature.com/articles/s4301…
"Hydroclimate volatility" refers to rapid transitions between unusually wet & dry conditions relative to local baseline. For quantitative analysis, we define a new "hydroclimate whiplash" metric using Standardized Precipitation & Evaporation Index (SPEI). nature.com/articles/s4301…Figure 1 from Swain et al. 2025. Caption: Location, date and impacts of select hydroclimate whiplash events from 2016 to 2023, and the corresponding magnitude of changes in the Standardized Precipitation Evapotranspiration Index (SPEI; shading). The brown shades represent wet-to-dry events and green shades dry-to-wet events. The events do not represent a comprehensive catalogue of all whiplash events but are illustrative of the breadth and diversity of geographies subject to such rapid transitions. Societally and ecologically consequential hydroclimate whiplash events can occur in virtually...
One key aspect of the framework for understanding such volatility is that it encompasses both "supply" & "demand" side of water balance--that is, not only precipitation (or lack thereof), but also evaporation (or evaporative demand). Precipitation doesn't tell the whole story!
Read 16 tweets
Jan 1
Apropos of recent, ah, speculation...a few thoughts about #fog.

Fog is, simply, a shallow cloud that extends all the way to the ground. It's usually composed of condensed water droplets--though "ice fog," composed of ice crystals, can occur if it's cold enough. [Thread: 1/10]
#Fog usually forms when air cools to its dew point (i.e., when temperature decreases & relative humidity reaches 100%, causing air to become saturated,) and the air can no longer "hold" additional water vapor, which condenses out as (visible!) liquid droplets. [Thread: 2/10]
There are several processes that can cool air to its dew point & create #fog, including warm, moist air moving over a cool surface ("advection fog"), cold air moving over warm water ("steam fog"), and rapid cooling of the Earth's surface at night ("radiation fog"). [Thread: 3/10]
Read 10 tweets
Dec 14, 2024
A few notes on this morning's #Tornado Warning for San Francisco from @NWSBayArea (I am still traveling, so my live interactions are still somewhat limited):

1) Yes, a formal warning was issued by NWS for San Francisco this AM based on a suggestive radar signature. #CAwx [1/7]
@NWSBayArea 2) So far as I know, this was indeed first such warning ever issued for SF proper (but not first tornado in SF!). Other similar warnings have been issued elsewhere in Bay Area under similar conditions (i.e., offshore waterspout potentially moving ashore as tornado). #CAwx [2/7]
@NWSBayArea In 2005, for example, an EF1 tornado occurred in South Francisco, causing some notable damage. Other more significant tornado events have occurred elsewhere in the Bay Area and NorCal; although rare, they are not unprecedented. #CAwx [3/7]sfgate.com/bayarea/articl…
Read 7 tweets
Nov 18, 2024
A strong, prolonged, very moist, and relatively warm #AtmosphericRiver event, in conjunction with rapidly-strengthening #BombCyclone (yes, that's the term!), will bring major rain (and, locally, wind) impacts to OR/NorCal this week. Flooding is likely. #CAwx #ORwx #CAwater [1/6] Snapshot of 3-day accumulated IVT (integrated vapor transport) along the West Coast of North America from the GFS model. It depicts extremely high 72-hr accumulated IVT values aimed at far northern California coast.
First, a low pressure system west of OR and WA will undergo explosive deepening (rapid strengthening, known as "bombogenesis") over the next 2 days. It may become one of the strongest low pressure systems on record in this region. (~940mb) #CAwx #ORwx #CAwater [2/6] A map plot depicting the relative anomalousness of surface pressures over the northeastern Pacific Ocean later this week. There is a region of red west of WA and OR, indicating that the upcoming storm may bring some of the lowest surface pressures on record in this region.
This very strong low will generate hurricane-force sustained winds well offshore (& 50-60ft+ waves!). The strongest winds will remain well offshore, but damaging 70-90 mph gusts will still be possible in coastal OR & perhaps along far North Coast of CA. #CAwx #ORwx #CAwater [3/6] A plot showing predicted maximum wind gusts over time for Gold Beach, Oregon. Each horizontal strip depicts a different ensemble member from the ECMWF ensemble. Nearly all members depict wind gusts over 70mph during this event, with some approaching or exceeding 90 mph.
Read 7 tweets
Nov 16, 2024
Signs of some "big time" weather for TBD portions of U.S. West coast over next 10 days. A major #AtmosphericRiver, & perhaps a short sequence of very wet ARs, will affect some section of coast between NorCal & WA--perhaps bringing very heavy rain accumulations. #CAwx #ORwx [1/6] Map of ECMWF ensemble average precipitation accumulated over the next 10 days in the U.S. West. Heavy accumulations are depicted from far NorCal into Oregon and Washington.
First, it's important to consider the broader context. This autumn to date has been very (anomalously) dry across most of CA (except for far northern parts of state), but much less so in PacNW. It has also been broadly warmer than average across the West. #CAwx #ORwx [2/6] Map of temperature anomalies for the past 60 days across the U.S. from climatetoolbox.org. Nearly all areas are depicted as being warmer than average.
Map of precipitation anomalies for the past 60 days across the U.S. from climatetoolbox.org. Nearly all areas  in California are depicted as being drier than average except for the northenrmost part of the state.
In around 5 days, upstream Rossby wave breaking over the central North Pacific will set up a favorable pattern for cyclogenesis (storm development) in a position that will likely allow a strong #AtmosphericRiver to develop, likely tapping subtropical moisture. #CAwx #ORwx [3/6] Snapshot from most recent ECMWF model run of one possible orientation of the upcoming major atmospheric river event, depicting it making landfall near the OR/CA border.
Read 6 tweets
Oct 8, 2024
We are witnessing a genuinely extraordinary, and regionally quite deadly and destructive, period for extreme #weather in the United States. And, quite frankly, the fingerprints of #ClimateChange are all over what has transpired in recent weeks and may yet occur in coming days.
An incredible, ongoing, & increasingly record-shattering heatwave has plagued much of Southwestern U.S. for *weeks* now. Phoenix has now seen *2 consecutive weeks* with record temperatures *every day.* Many other locations have set new Oct and/or "heat streak" records.#CAwx #AZwx
Hurricane #Helene, which intensified very rapidly before making landfall in Florida's Big Bend, bringing record 15+ foot storm surge, then brought an even greater disaster in form of widespread, catastrophic flooding in Southern Appalachians. Hundreds are dead. #NCwx #TNwx #SCwx
Read 9 tweets

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