Fact-checked by Grok 2 weeks ago

Thundersnow

Thundersnow is a rare winter event in which a produces as its primary , featuring , thunder, and heavy snowfall instead of . This phenomenon occurs when strong and abundant moisture exist aloft, often above a or in lake-effect snowbands near large bodies of water like the or , allowing convective updrafts to lift moist air into colder regions where snow forms. Thundersnow is less common than summer thunderstorms due to the typically cold air near the surface in winter, but it can generate intense snowfall rates of 2 to 4 inches per hour, leading to rapid accumulation, reduced visibility, and hazardous travel conditions. During these events, may appear brighter at night due to reflection off flakes, while thunder sounds muffled and is audible only within about 2 to 3 miles of the strike because snow dampens the sound waves. In addition to the risks associated with heavy snow, such as road hazards from blowing and drifting snow, thundersnow poses lightning dangers, emphasizing the need for indoor shelter during these storms.

Physical Characteristics

Definition and Rarity

Thundersnow is a meteorological phenomenon characterized by a thunderstorm that produces snowfall as the primary precipitation, rather than rain, typically occurring within cumulonimbus clouds that generate thunder, lightning, and heavy snowflakes. This event combines the convective processes of a summer thunderstorm with winter conditions, where surface temperatures remain below freezing, ensuring that precipitation falls as snow instead of liquid water. The rarity of thundersnow stems from the specific atmospheric conditions required, making it an infrequent occurrence compared to typical thunderstorms or snowstorms. It is estimated to happen in only about 0.07% of reported snowfalls globally, as these events demand a rare alignment of cold surface air and sufficient upper-level warmth and to fuel . This low frequency highlights why thundersnow is considered exceptional, often limited to brief episodes within larger winter storms. For thundersnow to form, key prerequisites include a vertical temperature profile featuring cold air near the surface (below 0°C) and warmer, moist air aloft, creating conditional that promotes strong updrafts. Lightning arises from charge separation, primarily involving collisions between ice crystals and rimed particles in the mixed-phase region of the cloud, where lighter ice crystals acquire positive charge and rise, while heavier graupel gains negative charge and falls. Observations of thundersnow have been documented in since the , with early records particularly noting occurrences in the Great Lakes region of during intense winter storms. These initial reports laid the groundwork for later meteorological studies, confirming the phenomenon's association with specific instability patterns.

Key Meteorological Features

Thundersnow events require substantial to generate convective activity in cold environments, typically marked by (LI) values below -6°C, indicating strong potential for upward motion. (CAPE) is generally low in thundersnow environments, typically less than 100 J/kg, yet sufficient to support convective development. This arises primarily from cold air over relatively warm surfaces, such as lakes or unfrozen ground, which establishes steep lapse rates—rapid decreases in temperature with height—that promote vertical development. Charge separation in thundersnow is primarily driven by the non-inductive mechanism, where collisions between (soft hail) and ice crystals occur within a mix of supercooled droplets. During these interactions, electrons are transferred, with ice crystals typically gaining positive charge and graupel acquiring negative charge, leading to the buildup of electric fields sufficient for discharge. This process is most efficient at temperatures around -15°C, where supercooled droplets enhance the charge transfer efficiency. The cloud structure associated with thundersnow consists of tall cumulonimbus clouds featuring anvil tops, formed by strong updrafts that spread out at the level. Unlike typical summer thunderstorms, the entire atmospheric column remains subfreezing, ensuring that manifests as rather than or at the surface. Reflectivity within these clouds often reaches 25-30 dBZ in the -10°C to -20°C layers, reflecting the presence of larger hydrometeors like . Thunder during thundersnow is characteristically muffled, as falling snowflakes absorb sound waves effectively due to their porous, fluffy structure, limiting audibility to within a few kilometers. is further compromised by intense snowfall rates, which can reach 5-10 cm per hour, creating and rapid ground accumulation.

Geographical Distribution

North America

Thundersnow events in North America are most prevalent in the , particularly within the areas downwind of the lakes, such as and , extending into the broader Midwest and Northeast . These locations benefit from the proximity to large bodies of water that supply moisture and heat for convective activity during cold outbreaks. Occurrences are rarer in Canada's Prairie provinces and the , where topographic and synoptic conditions less frequently support the necessary instability for such events. In lake-effect zones around the , thundersnow typically manifests in 5-8 events per cool season (September through March), with the highest frequency from to when cold air masses interact with relatively warm lake surfaces. Across the , climatological analyses indicate an average of approximately 6-7 thundersnow events annually, based on three-hourly weather observations over nearly two decades (1982-1999). These patterns highlight the concentration of activity in the central and eastern regions, where lake-enhanced dominates. The climatology of thundersnow in is heavily influenced by the persistence of elevated water temperatures in the well into the winter months, which sustains moisture flux and vertical instability even as air temperatures drop. This often ties into lake-effect setups, where prolonged cold northerly flows over unfrozen waters can trigger multi-day outbreaks of convective snowbands, amplifying the potential for thunder. Such episodes are particularly notable in the snowbelts, where repeated lake-effect cycles can extend thundersnow activity over several consecutive days. Recent analyses up to 2023 reveal a slight increase in the frequency of lake-effect snowfall events, including those conducive to thundersnow, in the since 2000. This trend is linked to variable and generally warmer lake surface temperatures, coupled with declining ice cover, which enhance and moisture availability during winter. Thundersnow continued in the 2024-2025 winter, including lake-effect events in December 2024 near , and widespread occurrences in January 2025 across the Midwest and Northeast.

Europe and Asia

Thundersnow events in are most prominent in mountainous and northern regions, particularly the , , and the , where they arise during cold air outbreaks interacting with terrain or maritime influences. In the , orographic enhancement lifts moist air to produce convective snow showers accompanied by thunder, with occurrences noted in high-elevation areas during winter storms. experiences thundersnow during intense cold snaps, often linked to polar air masses, while the and see it in northwest sectors during wintry showers from Atlantic fronts, such as events reported in , , and in early 2015. Seasonality in peaks from to , aligning with the coldest months when synoptic-scale cold intrusions favor instability in snow-bearing clouds. Overall frequency remains lower than in , attributed to fewer large, persistent warm water bodies like the that sustain prolonged lake-effect ; European events are more sporadic and terrain-driven. The experience 20-40 thunderstorm days annually overall, with winter activity, including thundersnow, being less frequent and more sporadic due to stable cold air masses. During the stormy 2020-2021 winter in , lightning activity was notably higher, with 5-13 thunderstorm days per month in stormiest regions like the area and , including instances of thundersnow more frequent during evening and pre-dawn hours over land. In , thundersnow is observed in northern and high-elevation zones, including , the coast in , and the , influenced by the Siberian High's cold outflows and retreating monsoons. Siberian regions, particularly eastern , report thundersnow features during winter, driven by continental cold air masses. Along Japan's snowbands, lake-effect-like processes from the relatively warm sea generate heavy snowfall with embedded thunderstorms, contributing to significant winter events. The host the majority of high-elevation thundersnow globally, with orographic lifting in peaks over 2 km promoting convective activity in snowstorms. Occurrences are rarer in southern due to warmer temperatures limiting sustained cold . Asian seasonality centers on to , with some extension into late spring for Himalayan events, reflecting the peak of winter cold and moisture availability. Frequency is generally low but elevated in specific locales; over , a 10-year study (2008-2017) identified thundersnow across much of the country, occurring mainly -May and October-November, with higher rates at elevations above 2 km and events once every 10 years at low-altitude sites. These patterns underscore and orographic influences over ones, contrasting with North America's lake-dominated regime.

Formation Mechanisms

Lake-Effect Processes

Lake-effect thundersnow arises when cold , typically with temperatures below freezing, advects over relatively warm, unfrozen lakes such as the , where surface water temperatures exceed 4°C. This interaction transfers sensible and from the lake to the overlying air, causing rapid and the development of a moist, unstable that drives intense . The process results in organized bands of heavy snowfall, where the added allows tops to reach heights sufficient for charge separation and electrical discharges, manifesting as thunder and within the snowstorm. The buildup of is enhanced by the fetch length—the distance cold air travels across the open —which must exceed 100 km to allow adequate time for and accumulation, promoting at the top and the formation of mesoscale convective structures. In these events, snow-to-liquid ratios can reach up to 20:1, attributed to efficient riming of snowflakes in the presence of supercooled droplets lifted by the . Favorable speeds of 10-20 m/s, oriented perpendicular to the shoreline, optimize the fetch and maximize into the atmosphere, intensifying the convective bands. Atmospheric profiles conducive to thundersnow show elevated temperatures and dewpoints in the lower compared to non-lightning lake-effect snowstorms, with significantly lower lifted indices indicating greater potential for deep convection. This often involves warming and moistening between the 850 mb and 500 mb levels, where temperatures around -8°C to -12°C at 850 mb provide just enough conditional when combined with lake-induced heating. observations frequently reveal these events as linear, squall-like features, with narrow bands extending tens of kilometers inland, producing localized thundersnow lines downstream of the lakes.

Synoptic-Scale Forcing

Synoptic-scale forcing for thundersnow arises from large-scale atmospheric dynamics, particularly within intense extratropical cyclones that generate widespread ascent and conducive to convective activity during snowfall. These events typically occur in the comma head region of mature cyclones, where strong vertical motion is driven by upper-level divergence associated with a deep 500 mb trough and embedded jet streaks exceeding 50 m/s, promoting the release of and embedded that produces thunder. This setup often involves cold fronts advancing over warmer surfaces or air masses, enhancing conditional through contrasts in and , which builds upon sharp cold-warm boundaries to sustain upright development in otherwise stable winter atmospheres. A key feature amplifying this forcing is rapid , commonly termed "" cyclones, where the surface low-pressure center deepens by at least 24 mb over 24 hours (or 1 mb per hour), adjusted for latitude, leading to intensified lift and heavier precipitation bands. Such explosive development provides the dynamic forcing for uniform, synoptic-scale distributions rather than localized bands, with thunder resulting from charge separation in the convective elements embedded within the broader storm structure. In the , these conditions frequently manifest north of a surface and above the warm frontal inversion, contributing to mesoscale enhancements in snowfall rates. Regionally, thundersnow under synoptic forcing is prevalent in the Midwest U.S., where continental cyclones interact with ample moisture from upstream sources, and along the U.S. East Coast during nor'easters, which often exhibit bomb-like intensification and deliver widespread heavy snow across the Northeast. These events differ from more localized convective modes by producing broader, more consistent snow accumulations, with thunder activity concentrated in areas of heightened within the cyclone's core, often yielding rates exceeding 2.5 cm per hour in affected zones.

Orographic Enhancement

Orographic enhancement refers to the process by which elevated terrain forces the ascent of moist air, promoting the development of thundersnow through adiabatic cooling and the release of latent instability. In winter storms, low-level moist air encountering mountain barriers, such as the or , rises along windward slopes, leading to , cloud formation, and convective overturning within otherwise stable atmospheric layers. This mechanism differs from broader synoptic forcing by emphasizing terrain-induced vertical motion as the primary lift, often resulting in localized, intense snowfall bands accompanied by thunder. Favorable conditions for orographic thundersnow include persistent upslope flow with sufficient low-level moisture and moderate to strong winds directed toward the terrain, typically perpendicular to the mountain crest to maximize . These events are most common during winter when cold air masses interact with , allowing to penetrate stable layers and generate electrical activity despite subfreezing temperatures. Orographic can amplify rates on windward slopes, concentrating snow accumulation in narrow bands where instability is released. Cloud development in orographic thundersnow begins with the formation of stratiform clouds over the , which are then destabilized by ongoing uplift, evolving into cumulonimbus or multicell structures capable of producing . This sustains charge separation within particles and supercooled droplets, enabling thunder even in snowy conditions, and is particularly evident on windward slopes during storms with directional . The resulting thundersnow is often short-lived and isolated, contrasting with more widespread convective activity. In , orographic thundersnow is prevalent in the , with a climatological maximum in and , where approximately 30 events were documented over 1961–1990, averaging one per year. Notable examples include four thundersnow storms in during the 2012/13 winter, driven by upslope flow over the , which produced heavy snow and frequent . Similarly, on February 14, 2019, strong orographic convection over the generated nearly 1,000 strikes amid intense snowfall, highlighting the role of terrain in amplifying winter thunderstorms. More recently, in September 2025, thundersnow affected areas from Winter Park to Leadville in Colorado's .

Associated Hazards

Intense Snowfall and Accumulations

Thundersnow events are characterized by exceptionally high snowfall intensities due to the convective nature of the storms, which efficiently transport and deposit aloft. Snowfall rates during these occurrences can reach 5 to 10 centimeters (2 to 4 inches) per hour, driven by strong updrafts that enhance efficiency compared to typical snowstorms. This intensity arises from the that fuels activity within the winter environment, allowing for rapid accumulation that standard snow events rarely match. Such elevated rates often result in substantial snow accumulations over short periods, with 30 centimeters (12 inches) or more possible in just a few hours in affected areas. For instance, during a 2006 thundersnow event in , 30 centimeters accumulated within six hours, overwhelming local infrastructure. These rapid buildups stem from the convective mechanisms that concentrate in narrow bands, leading to localized heavy deposits. The primary impacts of intense thundersnow snowfall include severe reductions in visibility, often creating where sightlines drop below 100 meters due to the dense, blowing . This drastically impairs , prompting widespread road closures and contributing to multi-vehicle accidents on major highways; a thundersnow storm in the U.S. Midwest, for example, led to fatal crashes on interstates amid slick, snow-covered surfaces. Secondary effects exacerbate the hazards, as the quick onset of heavy, wet snow loads structures and utilities. Rapid accumulations have caused collapses in regions unaccustomed to such sudden weights, with incidents reported during intense winter storms featuring thundersnow. Additionally, the dense, moist clings to power lines and , resulting in widespread outages; a 2024 thundersnow event near downed branches and disrupted electricity for thousands.

Lightning, Winds, and Other Risks

Thundersnow events present unique hazards beyond heavy , primarily through electrical discharges and dynamic wind phenomena that can catch people off guard due to the rarity of winter thunderstorms. during thundersnow can strike the ground even amidst falling snow, posing risks to individuals outdoors and indoors if structures are hit, as the electrical discharge follows the through conductive pathways like or wiring. In these storms, cloud-to-ground () flashes constitute approximately 24% of total activity during the cold season, with intracloud flashes dominating the rest, though positive CG strikes—known for greater destructive potential—account for about 20.7% of CG events. Snow's potential , especially when wet, can exacerbate indoor risks, as strikes may travel through building materials. The infrequency of thundersnow contributes to fewer specific lightning warnings being issued compared to summer thunderstorms, increasing the surprise factor and potential for injuries; for instance, very few U.S. lightning deaths occur in December through February, representing less than 1% based on historical data. Documented injuries from winter lightning are rare but severe, with reports of , burns, and neurological damage similar to summer strikes, though the cold environment compounds complications like shock. The Centers for Disease Control and Prevention notes that lightning causes approximately 20 to 30 deaths and hundreds of injuries annually in the U.S. as of 2024, with roughly one-third occurring indoors, a statistic applicable to thundersnow where people may seek shelter without recognizing the electrical threat. Lightning fatalities in the U.S. have declined from historical averages of around 40 per year to about 20-30 annually as of 2024, thanks to improved safety measures. Wind hazards in thundersnow arise from downdrafts and microbursts, which can generate gusts up to 50 mph (80 km/h), leading to structural damage, fallen trees, and power outages. These intense, localized winds, akin to those in summer thunderstorms, pose significant risks to , where sudden can endanger low-flying , and to ground travel by reducing and causing hazards. Additional risks include the occasional mixing of —soft, rimed snow pellets resembling small —with snowfall, formed when supercooled droplets freeze onto snow crystals in the convective updrafts of thundersnow. While is less damaging than true due to its fragility, it can create slippery surfaces and, in mountainous areas, contribute to triggers by forming weak layers in the . Thundersnow's association with moist air often results in wetter snow than typical winter storms, accelerating risk for exposed individuals, as wet clothing loses insulation and promotes rapid heat loss even at temperatures above freezing. Furthermore, strikes in the dry, cold air of winter can ignite fires in vegetation or structures, with potential for rapid spread due to low humidity, though such incidents remain uncommon.

Observation and Impacts

Detection and Forecasting

Detection of thundersnow events primarily relies on integrated observations from , , and networks to identify convective activity during snowfall. systems detect characteristic signatures such as elevated vertically integrated liquid (VIL) density values, indicating strong updrafts within snow-bearing clouds, which help distinguish thundersnow from non-convective . infrared imagery reveals overshooting tops as cold anomalies in cloud-top temperatures, signaling intense even in winter conditions. Ground-based networks like the National Lightning Detection Network (NLDN) capture cloud-to-ground flashes during , confirming , while the Geostationary Lightning Mapper (GLM) on GOES satellites provides total data, including jumps in flash rates that precede intensification. A dedicated thundersnow detection algorithm combining GLM flash rates with multi-sensor snowfall rates achieves a probability of detection around 67%. Forecasting thundersnow involves high-resolution numerical models like the Weather Research and Forecasting (WRF) model, configured with advanced microphysics schemes such as or WRF single-moment 6-class (WSM6) to simulate snow production and charge separation in cold environments. These schemes capture hydrometeor interactions essential for winter , though challenges persist in resolving low-level instability within cold sectors, where shallow boundary layers and weak updrafts are often underrepresented due to model grid limitations and parameterization biases. Elevated in these sectors requires fine-scale (e.g., 1-3 km grids) to accurately predict potential amid falling . Warning systems for thundersnow are integrated into broader alerts by the (NWS), with criteria focusing on convective indices like exceeding 250 J/kg combined with ongoing to signal potential electrification in snow events. Under-forecasting remains common due to model biases in simulating wintertime , where low values (typically 100-500 J/kg) and stable surface layers mask the risk of sudden bursts. Alerts emphasize rapid onset hazards, drawing on real-time data to refine warnings. Post-2020 advances in have enhanced nowcasting of thunderstorms by integrating multi-source data for short-term predictions, with tools like ThunderCast providing lead times of up to 60 minutes for convective initiation through on and patterns. These models improve detection of subtle signals in cold-season forecasts. One of the most notable thundersnow events in North American history occurred during the November 2014 lake-effect snowstorm in , where intense snowfall rates reached up to 3 feet (about 1 meter) in 24 hours in some areas, accompanied by thunder and , leading to total accumulations exceeding 7 feet (2.1 meters) in parts of Erie County over several days. This event paralyzed transportation, caused 13 deaths, and required emergency rescues, highlighting the hazards of rapid thundersnow accumulation. In , a significant thundersnow outbreak struck on January 17, 2022, as a strong moved across and surrounding regions, producing widespread and heavy that disrupted power and travel. is influencing thundersnow through warmer regional air temperatures, which have risen by about 2.9°F (1.6°C) since 1951, enhancing evaporation and energy input for lake-effect storms by up to 20% as noted in assessments aligned with IPCC AR6 findings on regional warming. This warming, coupled with reduced ice cover—projected to drop to 3-15% by century's end—has likely increased the intensity of events, including those with convective elements like thundersnow. Arctic amplification further drives more frequent synoptic-scale extremes in mid-latitudes, potentially elevating thundersnow occurrences by fostering unstable winter atmospheres. Observational studies indicate a rise in winter thunderstorm frequency across North American mid-latitudes since the late , with one analysis linking this to broader convective trends amid , though global monitoring gaps persist due to thundersnow's rarity (less than 0.07% of events). A 2024 study on formation, a key thundersnow precursor, reported a 7.1% global increase in rates since pre-industrial times, attributed to warmer conditions. In January 2025, thundersnow accompanied a major across the Midwest and East Coast of the , contributing to heavy snowfall, power outages, and hazardous conditions. Projections for mid-latitudes by 2050 anticipate higher thundersnow risks from intensified lake-effect processes and extreme , with implications for urban areas like requiring enhanced preparedness for heavier, more convective snowfalls. These trends underscore the need for improved monitoring to address gaps in global thundersnow documentation.

References

  1. [1]
    Winter Weather FAQ - NOAA National Severe Storms Laboratory
    Although thunderstorms are less common in the winter, sometimes lightning can occur within snowstorms and is called thundersnow.
  2. [2]
    Severe Weather 101: Lightning FAQ
    Called thundersnow, relatively strong instability and abundant moisture may be found above the surface, such as above a warm front, rather than at the surface ...
  3. [3]
    [PDF] STORM DATA - National Weather Service
    visibilities were briefly reduced to 1/4 mile where thundersnow was reported. Hourly snowfall rates with some of the thundersnow reached 2 to 4 inches per ...
  4. [4]
    Legend, Definitions and Safety and Preparedness
    "Thundersnow" generally produces high snowfall rates. Blowing and drifting snow or snow that has become compacted can lead to road hazards. Sleet or Ice ...
  5. [5]
  6. [6]
    Weird Weather - NOAA Satellites Keep Watch When Weather Gets ...
    Mar 26, 2018 · Thundersnow. “Thundersnow” is a rare weather phenomenon in which thunder and lightning are accompanied predominantly by snow rather than rain.Missing: definition meteorological sources
  7. [7]
    Analysis of Thundersnow Storms over Northern Colorado in
    Compared to warm-season thunderstorms, the analyzed thundersnow storms had similar electrical properties but lower flash rates and smaller vertical depths, ...
  8. [8]
    Understanding Lightning: Thunderstorm Electrification
    The updraft carries the positively charged ice crystals upward toward the top of the storm cloud. The larger and denser graupel is either suspended in the ...<|separator|>
  9. [9]
    Lake-Effect Snowstorms in Northern Utah and Western New York ...
    Observations of lightning and thunder occurring during snowstorms (also known as thundersnow) have been reported at least as early as the nineteenth century ...Missing: 1800s | Show results with:1800s
  10. [10]
    [PDF] A comparison of two cases of low-latitude thundersnow
    Thundersnow occurred along the Gulf of México coast of ... The 700-500-hPa lapse rate value of 7.3 K km-1 translated into a Lifted Index of -13 and a CAPE.<|separator|>
  11. [11]
    Proximity soundings of thundersnow in the central United States
    Oct 14, 2006 · Indeed, lapse rates of θe tend to be negative in thundersnow cases (mean of −1.5 K; s.d. 3.1 K) over shallow depths (mean of 55 mb; s.d. 29 ...
  12. [12]
    Thundersnow - Flight Safety Foundation
    a type of convective precipitation with below-freezing temperatures ...
  13. [13]
    [PDF] April 2019 Thundersnow Outbreak
    Apr 1, 2019 · The mid-level (700-500 hPa) lapse rate ... for this thundersnow outbreak case was conditionally unstable with higher potential for elevated. 532.<|separator|>
  14. [14]
    The Ice Crystal–Graupel Collision Charging Mechanism of ...
    The ice crystal–graupel collision charging mechanism of thunderstorm electrification, also known as noninductive precipitation charging, is based on the ...Missing: thundersnow | Show results with:thundersnow
  15. [15]
    The mystery behind thundersnow, a rare winter phenomenon
    Jan 6, 2023 · Scientists believe that thundersnow is caused by the same conditions as a summer thunderstorm: Turbulence in the atmosphere causes moist and ...Missing: explanation | Show results with:explanation
  16. [16]
    Lake-Effect Thunderstorms in the Lower Great Lakes in
    Greater than 70% of the lake-effect thundersnows examined occurred with lake temperatures at or above 10°C, and only 10% occurred when lake temperatures were ...
  17. [17]
    [PDF] Climate Trends in the Great Lakes Region | GLISA
    May 30, 2025 · Snowfall has decreased, except in lake-effect zones, where warmer lakes and declining ice cover contribute to increased lake-effect snowfall.
  18. [18]
    Thundersnow | SKYbrary Aviation Safety
    Thundersnow is an unusual kind of thunderstorm with snow falling as the primary precipitation instead of rain.Missing: meteorological | Show results with:meteorological
  19. [19]
    Who, What, Why: What is thundersnow? - BBC News
    Jan 14, 2015 · Thundersnow has been reported in parts of Cornwall, South Wales, Tayside and Teesside. It sounds dramatic. What does it entail? Basically, it is ...
  20. [20]
    Thunderstorm environments in Europe - WCD - Copernicus.org
    May 25, 2023 · Wind-field thunderstorms occur mainly in winter and more over the seas, while mass-field thunderstorms occur more frequently in summer and over ...
  21. [21]
    Geographical Distribution of Thundersnow Events and Their ...
    Feb 6, 2019 · Holle et al. (1998) observed thunderstorms that formed at near or below the freezing surface temperature and found that snowfall rates increased ...
  22. [22]
    A 10‐Year Thundersnow Climatology Over China - AGU Publications
    Sep 29, 2022 · This indicated that the frequency of thundersnow events was less than once a year at most of the weather stations. Approximately 5–9 thundersnow ...4 Results · 4.1 Spatial And Temporal... · 4.2 Snow Depth And Cg...
  23. [23]
    Lake Effect Snow | NASA Earthdata
    Lake effect snow is generated when cold air moves over warm lake waters such that narrow bands of snow clouds develop. The warmer lake waters heat the lower ...
  24. [24]
    Lake-Effect Snow and Snow Squalls | METEO 3 - Dutton Institute
    Lake-effect snow tends to form in bands, and for that to happen, vertical wind shear in the lower troposphere must be fairly weak (wind direction, in particular ...
  25. [25]
    The Importance of Wind Direction in Forecasting Lake Effect Snow
    A longer "fetch" enables more warmth and moisture to be added to the air as it crosses the lake and this typically results in stronger lake effect snow bands ...Missing: thundersnow | Show results with:thundersnow
  26. [26]
    [PDF] LAKE-EFFECT LIGHTNING CLIMATOLOGY OF THE GREAT LAKES
    A total of 31 separate lake-effect thunderstorm events were found over the upper Great Lakes, adding to the 70 events previously found over the lower Great ...
  27. [27]
    Thundersnow as Lake Effect Snow Pummels the Northeast | CIRA ...
    Thundersnow as Lake Effect Snow Pummels the Northeast. Satellite imagery of ... Several lightning strikes were observed within lake effect snow bands off of Lake ...
  28. [28]
    Synoptic-Dynamic Climatology of the “Bomb” in - AMS Journals
    By defining a “bomb” as an extratropical surface cyclone whose central pressure fall averages at least 1 mb h−1 for 24 h, we have studied this explosive ...
  29. [29]
    What is Thundersnow? - Arctic Newsroom
    Nov 27, 2018 · Thundersnow produces heavy snowfall rates in the range of 5 to 10 cm (2 to 4 in) per hour. Snowfall of this intensity may limit visibilities ...
  30. [30]
    Thundersnow: A Rare Type of Winter Storm | The Outside Story
    Jan 2, 2024 · Banacos says that the same instability favorable to thundersnow's formation is associated with heavy snowfall rates of up to 2 inches per hour.Missing: percentage | Show results with:percentage
  31. [31]
    Characterization of Snowfall Rates, Totals, and Snow-to-Liquid ...
    Rauber et al. (2014) found that TSSN tend to occur on the southern side of the snowband and comma head within midlatitude extratropical cyclones and suggest ...
  32. [32]
    Thundersnow and Near-Whiteout Conditions Hit Upstate New York
    Feb 20, 2024 · Thundersnow and near-whiteout conditions struck upstate New York on February 18. Credit: Andi Yagudayev / Severe Weather Center via Storyful ...Missing: visibility | Show results with:visibility
  33. [33]
    'Thundersnow' storm in US Midwest blamed for two deaths - BBC
    Feb 22, 2013 · Bad road conditions from the storm contributed to two fatal vehicle accidents on Wednesday. An Oklahoma teenager died when his pickup truck ...
  34. [34]
    Winter Storms Cause Roof Collapses and Millions in Damage
    Feb 18, 2025 · Severe winter storms hit the U.S., dropping heavy snow, collapsing roofs, and halting travel. Midwest and East Coast received up to 12 ...Missing: thundersnow wet
  35. [35]
    Chicago area homeowner loses tree and power to thundersnow
    Jan 13, 2024 · The cause of her power outage could be a phenomenon called thundersnow. All was calm Saturday in front of the Maywood home, but Meg Verre recounted a different ...
  36. [36]
    Lightning Strike Victim Data - CDC
    Apr 15, 2024 · Almost 90% of all lightning strike victims survive. The odds of being struck multiple times is even less, with the record being seven times in one lifetime.Missing: winter | Show results with:winter
  37. [37]
    Thundersnow rumbles across multiple states during winter storm
    Dec 5, 2024 · ... wind gusts of 50 mph. The extreme weather conditions have caused significant visibility reduction and potential power outages due to fallen ...Missing: examples | Show results with:examples
  38. [38]
    How Thundersnow Actually Happens | Weather.com
    Mar 7, 2018 · So the same process that creates the electrification can also create a burst of heavy snow and sometimes small hail pellets (graupel) resembling ...Missing: risks | Show results with:risks<|separator|>
  39. [39]
    What Is Graupel? - Treehugger
    Jun 21, 2022 · Graupel is relatively harmless because it's softer than hail. The only time it's threatening is when it falls in an avalanche-prone area because ...
  40. [40]
    Thundersnow and Its Risks - ALE Solutions
    A winter thunderstorm rapidly drops snow at a rate of two to four inches per hour, limiting outdoor visibility to one-fourth of a mile or less.Missing: percentage | Show results with:percentage
  41. [41]
    Weather Gone Wild! Is Thundersnow (and Lightning) Making Your ...
    Feb 16, 2015 · ... thundersnow is so rare that it only occurs in less than one percent of observed snowstorms. “Clouds are low in the winter so you don't get ...
  42. [42]
    Automated and Objective Thunderstorm Identification and Tracking ...
    The methodology uses a quantity calculated through fusion of radar-based vertically integrated liquid (VIL) and satellite-based GLM flash rate density (FRD) ...
  43. [43]
    Objective Satellite-Based Detection of Overshooting Tops Using ...
    This paper presents a new objective infrared-only satellite OT detection method called infrared window (IRW)-texture.Missing: thundersnow | Show results with:thundersnow
  44. [44]
    Geostationary Lightning Mapper Flash Characteristics of Electrified ...
    A thundersnow detection algorithm (TDA) was derived from the GLM and mSFR which resulted in a probability of detection (POD) of 66.7% when compared to the ...Missing: radar signatures VIL jumps<|separator|>
  45. [45]
    [PDF] Sensitivities of the WRF Lightning Forecasting Algorithm to ...
    Aug 21, 2020 · thundersnow event. Reassessment of the cool-season contingency table using this higher threshold showed that the number of false alarm cases ...
  46. [46]
    Characteristics of Elevated Thunderstorms on the Cold Side of ...
    This paper presents the first comprehensive analysis of elevated thunderstorms on the cold side of fronts (ETCFs) in China.
  47. [47]
    Severe Weather Topics
    In general, CAPE values of less than 1000J/kg represent weak instability, 1000 to 2500J/kg moderate instability, 2500-4000J/kg strong instability, and greater ...
  48. [48]
    Winter Weather Warnings, Watches and Advisories
    Lake Effect Snow Advisory are issued for widespread or localized lake effect snowfall accumulation (and blowing snow) remaining below warning criteria.Missing: CAPE | Show results with:CAPE
  49. [49]
    The Development and Initial Capabilities of ThunderCast, a Deep ...
    The Thunderstorm Nowcasting Tool, or ThunderCast, was developed for predicting thunderstorm occurrence for both developing and existing storms in the next 0 ...Missing: enhancements thundersnow post-
  50. [50]
    AI-Powered Nowcasting is a game changer for weather prediction ...
    Oct 3, 2025 · Artificial intelligence has the potential to improve the accuracy of nowcasting – forecasts from minutes to hours ahead – thus helping to ...Missing: post- 2020
  51. [51]
    A look back on Buffalo's historic 2014 'Snowvember' storms that left ...
    Nov 17, 2022 · Heavy snow continued inside the band for all of Tuesday, with 35-mph wind near Buffalo and snow totals reaching 4-5 feet by the end of the day.Missing: details | Show results with:details
  52. [52]
    Four Killed As 'Thunder Snow' Slams New York | 5newsonline.com
    Nov 18, 2014 · The snow left people stranded in cars, turned roadways into parking lots and forced some emergency responders to rely on snowmobiles provided by ...Missing: details | Show results with:details
  53. [53]
    Thundersnow Facts for Kids
    Oct 17, 2025 · Thundersnow can bring very heavy snowfall, often 5 to 10 cm (2 to 4 in) per hour. This much snow can quickly make it hard to see, even without ...<|separator|>
  54. [54]
    Thunder, Lightning and... Snow - Scientific American
    Dec 27, 2010 · Thunder and lightning during a snowstorm is different from a run-of-the-mill snowstorm; it is extremely rare—fewer than 1 percent of observed ...Missing: events | Show results with:events
  55. [55]
    Update to Scientific Report Finds Climate Change Threatens Great ...
    Jul 16, 2025 · “The scientists' report explains how more extreme weather impacts Great Lakes water levels and shoreline infrastructure, harms ecological health ...
  56. [56]
    How warm winters and low ice may impact the Great Lakes - Climate
    Mar 18, 2024 · There has been an increased frequency of low ice years across the Great Lakes tied to generally warmer winter conditions across the region, ...
  57. [57]
    Lake-effect Snow in the Great Lakes Region - GLISA
    Warmer Great Lakes surface water temperatures and declining Great Lakes ice cover have likely driven the observed increases in lake-effect snow. As global ...Missing: IPCC AR6
  58. [58]
    (PDF) An overview of thundersnow - ResearchGate
    Aug 7, 2025 · ... Thundersnow (TSSN) is an atmospheric event characterized by lightning and thunder that can lead to intense snowfall (Xu et al. 2022;Yavuz et ...<|control11|><|separator|>
  59. [59]
    Significant increase in graupel and lightning occurrence in a warmer ...
    Feb 16, 2024 · The global mean lightning rate increased by 7.1% from the pre-industrial period to the present day, which was attributed to increased graupel occurrence.Results · Change In Seasonal Variation... · Miroc6 With Chimerra...
  60. [60]
    Warming Great Lakes could lead to stronger snow storms, climate ...
    Jan 3, 2025 · Richard Rood, a climate scientist who studies the Great Lakes, says lake-effect snowstorms will likely intensify as the planet warms.Missing: IPCC | Show results with:IPCC