{
  "id": "wind",
  "title": "Wind",
  "lang": "en",
  "source_lang": "en",
  "summary": "Wind is atmospheric air in motion, shaping weather, climate, landscapes, ecosystems, and human activities.",
  "category": "geography",
  "subcategory": "",
  "type": "concept",
  "aliases": [],
  "generated_at": "2026-10-13",
  "model": "pro/gpt-6.1-sol",
  "url": "https://aiwiki.page/en/wind/",
  "translations": {
    "zh-Hans": {
      "url": "https://aiwiki.page/zh/wind/",
      "json": "https://aiwiki.page/zh/wind.json"
    }
  },
  "sections": [
    {
      "heading": "",
      "text": "Wind is the bulk movement of air in an atmosphere, usually described in meteorology by its horizontal speed and direction relative to the surface. Differences in atmospheric pressure accelerate air, while planetary rotation, friction, and terrain modify its movement. On Earth, uneven solar heating helps sustain atmospheric circulation, producing winds that range from local breezes to continent-spanning flows and upper-level jet streams. (weather.metoffice.gov.uk)\n\nWind connects weather and climate through the redistribution of heat and moisture. It also transfers energy to the ocean, generates waves, and drives surface currents and coastal upwelling. Its geographical patterns reflect the interaction of global circulation with coastlines, mountains, and changing seasons. Understanding wind therefore requires both the physics of moving air and the study of particular atmospheric environments. (weather.metoffice.gov.uk)\n\nWind is also a natural resource and a source of hazards. People harness it for sailing, mechanical work, and renewable electricity, while strong winds and abrupt changes in airflow can damage infrastructure and disrupt aviation. Its study encompasses measurement, forecasting, environmental effects, and the assessment of long-term changes in wind patterns. (energy.gov)"
    },
    {
      "heading": "Definition, terminology, and scales",
      "text": "Wind is the bulk motion of air in the Earth’s atmosphere. In ordinary meteorological usage, the term principally denotes horizontal flow relative to the Earth’s surface, expressed by its speed and direction. Vertical air motion is described separately as ascent, descent, updrafts, or downdrafts. Although vertical velocities are generally smaller than horizontal velocities in large-scale weather systems, they are important to cloud formation and precipitation; thunderstorm updrafts are a notable exception to this usual difference in magnitude. Thus, a surface report of “west wind” describes horizontal movement and does not imply that the air has no vertical component. (noaa.gov)\n\nWind velocity is a vector: speed specifies its magnitude, while direction specifies its orientation. In local geographic coordinates, the horizontal components are conventionally written \\(u\\), positive eastward, and \\(v\\), positive northward; horizontal wind speed is \\(V=\\sqrt{u^2+v^2}\\). A wind varying across space and time can therefore be represented as a vector field, rather than as a single value for an entire region. This component representation also distinguishes the direction of actual air movement from the meteorological direction label. For example, a purely westerly wind of \\(10\\ \\mathrm{m\\,s^{-1}}\\) has \\(u=+10\\ \\mathrm{m\\,s^{-1}}\\) and \\(v=0\\): the air moves eastward despite being named for the west. (eol.ucar.edu)\n\nMeteorological wind direction identifies where the wind comes from, not where it goes. A northerly blows from north toward south; an easterly blows from east toward west; a southwesterly comes from the southwest. Numerical bearings are measured clockwise from geographic, or true, north: east is \\(90^\\circ\\), south \\(180^\\circ\\), west \\(270^\\circ\\), and north \\(360^\\circ\\), geometrically equivalent to \\(0^\\circ\\). These bearings describe the source direction, so a \\(270^\\circ\\) wind moves toward \\(90^\\circ\\). Specifying the reference north matters because true north and magnetic north are not identical; standard meteorological reporting uses true north. (weather.gov)\n\nAn instantaneous wind denotes conditions at a particular moment, although an instrument reading necessarily has a finite response and sampling interval. A mean wind averages observations over a stated period, smoothing shorter fluctuations. The World Meteorological Organization’s guidance specifies two- or ten-minute averages for many operational applications, including a ten-minute mean for synoptic wind direction. A gust is a brief increase in speed; the recommended peak-gust quantity is the highest three-second average within the reporting interval, rather than an arbitrarily short sensor maximum. These quantities must not be treated as interchangeable. (weather.gov) A prevailing wind direction, by contrast, is the direction most frequently observed over a specified period. It describes frequency, not the strongest wind or necessarily the direction of a vector average, and can characterize a season or a longer climatological record. (weather.gov)\n\nWind encompasses motions across several spatial scales. Microscale airflow includes small eddies and local disturbances around obstacles; mesoscale flow includes sea-breeze circulations and thunderstorm systems; synoptic-scale winds accompany the broad pressure systems shown on regional weather maps. NOAA describes typical synoptic patterns as approximately 1,000–2,500 kilometres across. Planetary circulation extends beyond individual weather systems to the atmosphere’s global wind patterns; scale categories describe the phenomena being examined rather than separate kinds of air. (prod-01-alb-www-noaa.woc.noaa.gov) Atmospheric wind is distinct from the solar wind, a continuous outward flow of electrically charged particles from the Sun. Eugene Parker developed its theoretical description in 1958: the shared word “wind” denotes bulk flow, but the solar wind is a plasma in space, not terrestrial atmospheric air. (nasa.gov)"
    },
    {
      "heading": "Pressure gradients and the dynamics of moving air",
      "text": "Unequal absorption of solar energy produces differences in atmospheric temperature and density, altering the distribution of pressure. At equal pressure, warmer air is less dense; a warm atmospheric column therefore occupies greater vertical depth between two pressure levels than a cold column. This creates pressure differences at altitude even where surface pressures initially match. The resulting circulation redistributes atmospheric mass: net horizontal export of mass from a column lowers its surface pressure, whereas net import raises it. Heating alone does not necessarily lower surface pressure, because surface pressure primarily reflects the weight of the overlying air. (noaa.gov)\n\nThe pressure-gradient acceleration is\n\n\\[\\mathbf a_p=-\\frac{1}{\\rho}\\nabla p,\\]\n\nwhere \\(p\\) is pressure, \\(\\rho\\) is air density, and \\(\\nabla p\\) describes pressure change per unit distance. Its direction is perpendicular to surfaces of equal pressure, toward lower pressure. On a constant-height chart, closely spaced isobars indicate a stronger horizontal pressure gradient, provided the contour interval is unchanged. As an illustrative calculation, a pressure difference of \\(4\\) hectopascals across \\(100\\) kilometres, with density \\(1.2\\ \\mathrm{kg\\,m^{-3}}\\), gives an acceleration of approximately \\(0.0033\\ \\mathrm{m\\,s^{-2}}\\). This is an acceleration, not a prescribed wind speed: other forces and the air’s existing motion determine the subsequent velocity. (courses.ems.psu.edu)\n\nEarth’s rotation introduces the Coriolis effect, which deflects horizontal motion to the right in the Northern Hemisphere and to the left in the Southern Hemisphere. Under the usual large-scale horizontal approximation, its acceleration has magnitude \\(|f|V\\), where \\(V\\) is wind speed and \\(f=2\\Omega\\sin\\phi\\); \\(\\Omega\\) is Earth’s rotation rate and \\(\\phi\\) is latitude. Thus, for a given speed, this deflection vanishes at the equator and increases toward the poles. Acting perpendicular to horizontal velocity, it changes direction rather than directly supplying kinetic energy. The effect is named after Gaspard-Gustave de Coriolis, who described it mathematically in 1835. (courses.ems.psu.edu)\n\nAway from the equator, where friction is weak and flow is approximately steady and straight, pressure-gradient and Coriolis accelerations can nearly cancel. This is geostrophic balance: wind follows isobars rather than blowing directly downhill in pressure, with lower pressure on its left in the Northern Hemisphere and right in the Southern Hemisphere. Its speed satisfies \\(V_g=|\\nabla_h p|/(\\rho|f|)\\), explaining why tighter isobar spacing generally accompanies stronger winds. Along curved trajectories, however, a parcel needs inward acceleration \\(V^2/R\\), where \\(R\\) is the radius of curvature. The gradient-wind approximation retains this acceleration: pressure-gradient and Coriolis accelerations no longer cancel, and their resultant bends the trajectory. (weather.gov)\n\nNear the ground, surface drag and turbulent momentum exchange alter these balances. Slowing the wind reduces its Coriolis acceleration, allowing an inward component toward lower pressure. Consequently, near-surface winds generally spiral inward around lows and outward around highs. Northern Hemisphere circulation is counterclockwise around lows and clockwise around highs; Southern Hemisphere rotation is reversed, while the inward and outward components remain. The crossing angle depends on surface roughness, atmospheric stability, and other departures from idealized balance, rather than having one universal value. (weather.gov)\n\nThese relationships can be expressed through a local horizontal momentum equation:\n\n\\[\\frac{D\\mathbf u_h}{Dt} =-\\frac{1}{\\rho}\\nabla_h p -f\\hat{\\mathbf k}\\times\\mathbf u_h +\\mathbf F_h.\\]\n\nHere \\(\\mathbf u_h\\) is horizontal velocity, \\(\\hat{\\mathbf k}\\) points upward, and \\(\\mathbf F_h\\) represents frictional and turbulent accelerations. The material derivative \\(D/Dt\\) follows an air parcel, including changes encountered as it moves. Under Newton’s second law, the right-hand terms determine acceleration—not velocity itself. Geostrophic balance approximates the left-hand side as zero; gradient flow retains trajectory curvature. In the vertical, gravity usually nearly balances the vertical pressure-gradient acceleration, although their small imbalance can produce important vertical motion. (courses.ems.psu.edu)"
    },
    {
      "heading": "Global circulation and prevailing wind belts",
      "text": "The three-cell model represents atmospheric circulation averaged around circles of latitude—the zonal mean—and over time, rather than six permanent loops followed by individual air parcels. In each hemisphere, the tropical Hadley cell extends from near the equator to approximately 30–40° latitude; the Ferrel cell occupies the middle latitudes, broadly between 30° and 60°; and the weaker polar cell extends from approximately 60–70° to the pole. Their boundaries shift seasonally. Unequal solar heating drives the redistribution of heat, but the cells differ dynamically: the Hadley circulation involves tropical ascent, poleward flow aloft, subtropical descent, and equatorward return flow near the surface. The Ferrel cell is thermally indirect, with mean ascent on its colder, poleward side and descent on its warmer, equatorward side; it is maintained largely by travelling weather systems that transport heat and momentum. The polar-cell framework depicts descent at high latitudes and surface outflow toward subpolar regions. (weather.metoffice.gov.uk)\n\nThe surface branches correspond to three principal prevailing wind belts. Within the tropics, trade winds blow toward the equatorial convergence region from the subtropical high-pressure zones: from the northeast toward the southwest in the Northern Hemisphere, and from the southeast toward the northwest in the Southern Hemisphere. Both therefore have an easterly, or east-to-west, component. Between approximately 30° and 60°, the westerlies have a west-to-east component, commonly arriving from the southwest in the Northern Hemisphere and northwest in the Southern Hemisphere. Farther poleward, polar easterlies flow generally equatorward and westward. These directions reflect the opposite rotational deflections in the two hemispheres; “prevailing” describes a statistical tendency, not the direction at every location or on every day. (oceanservice.noaa.gov)\n\nSurface convergence and divergence connect these belts to the mean pressure distribution. The northeast and southeast trades meet within the Intertropical Convergence Zone (ITCZ), where converging moist air feeds rising motion, deep clouds, and frequent heavy showers. Air spreads outward aloft and descends in the subtropics, supporting high-pressure regions whose near-surface outflow feeds both the trades and the westerlies. Toward roughly 50–60° latitude, convergence and ascent associated with the meeting of subtropical and polar air contribute to the subpolar low-pressure zones. These are climatological features containing changing weather systems, not continuous, stationary rings of identical pressure. (weather.metoffice.gov.uk)\n\nThe doldrums and horse latitudes are maritime names for two distinct regions of frequently weak surface winds. The doldrums occur near the tropical convergence zone, where sailing vessels could be becalmed despite abundant clouds, showers, and thunderstorms. The horse latitudes lie near the subtropical highs, approximately 30° north and south, and are associated with descending air, relatively dry conditions, and light winds near high-pressure centres. Neither name denotes uninterrupted calm. The horse latitudes are also called the “calms of Cancer” and “calms of Capricorn”; the familiar account attributing their name to sailors throwing horses overboard is a legend rather than an established historical explanation. (oceanservice.noaa.gov)\n\nContinents and oceans interrupt the idealized belts through differences in heating and cooling. The Southern Hemisphere’s extensive oceans permit a more continuous midlatitude westerly belt, including the maritime “Roaring Forties,” whereas Northern Hemisphere circulation contains pronounced regional pressure centres. NOAA’s circulation atlas, based on averages for 1979–1995, shows strong winter low-pressure circulation near Iceland and the Aleutian Islands, while the North Atlantic and North Pacific subtropical highs shift northwestward and increase in central pressure toward summer. The ITCZ also migrates seasonally, generally farther over land than over oceans: it moves well northward over Africa, Asia, and Central America in July–August, and southward over South America, central Africa, and Australia in January–February. Regional seasonal reversals associated with this reorganization form part of monsoon circulation rather than a simple year-round trade-wind pattern. (oceanservice.noaa.gov)"
    },
    {
      "heading": "Upper-air winds and jet streams",
      "text": "Above the layer directly affected by surface friction, winds respond more closely to the large-scale pressure field, but their speed and direction can still change substantially with height. The thermal-wind relationship connects this vertical shear to horizontal temperature gradients: warm atmospheric layers are thicker than cold layers between the same pressure surfaces, so temperature contrasts produce slopes in pressure surfaces that change with altitude. Combining hydrostatic and geostrophic balance gives, for the eastward wind component,\n\n\\[\\frac{\\partial u_g}{\\partial \\ln p} =\\frac{R_d}{f}\\frac{\\partial T}{\\partial y},\\]\n\nwhere \\(u_g\\) is eastward geostrophic velocity, \\(p\\) is pressure, \\(R_d\\) is the specific gas constant for dry air, \\(f\\) is the Coriolis parameter, and \\(y\\) increases northward. In either hemisphere, a poleward decrease in temperature generally corresponds to westerlies strengthening upward. “Thermal wind” denotes a difference between geostrophic winds at different levels, not an additional current or force; a reference wind is needed to determine the actual velocity. (web.ics.purdue.edu)\n\nJet streams are elongated bands of strong upper-air flow, generally directed west to east, with wind speed increasing toward a central core. They commonly occur near the tropopause—the transition between the troposphere and stratosphere—at roughly 6–13 kilometres altitude, although neither their height nor their latitude is fixed. Their cross-sections can extend hundreds of kilometres horizontally and several kilometres vertically. Core speeds can exceed 120 metres per second. The polar-front jet follows the strong temperature contrasts separating colder polar air from warmer air farther equatorward; representative latitudes are approximately 50°–60° in both hemispheres, but individual segments can depart widely from these positions. The subtropical jet occurs nearer 30°, around the poleward edge of the Hadley circulation. Its formation involves the eastward acceleration of poleward-moving air aloft associated with angular momentum conservation, modified by exchanges with atmospheric eddies. Both jets remain subject to thermal-wind balance. (noaa.gov)\n\nA jet core is not a continuous ribbon of uniform speed. Localized maxima along it are called jet streaks, and the flow can split into branches or develop pronounced meanders. Large-scale meanders are associated with Rossby waves, whose dynamics depend on the variation of the Coriolis parameter with latitude. Carl-Gustaf Rossby demonstrated this mechanism theoretically in 1939. The wave pattern does not travel at the speed of the air passing through it: in the simplest theory, its phase propagates westward relative to the mean westerly flow, although the pattern may move eastward over the ground or remain nearly stationary. Zonal flow is predominantly west–east, roughly parallel to latitude circles; meridional flow has substantial north–south components and commonly accompanies amplified troughs and ridges. These configurations affect exchanges of warm and cold air and the persistence of regional weather. (weather.gov)\n\nUpper-level winds help steer weather systems, while variations in their speed and curvature also influence development. Accelerations around jet streaks generate departures from geostrophic balance and associated convergence or divergence. Divergence aloft can support rising motion and lower-level pressure falls, contributing to cyclone intensification when other conditions are favorable. For an idealized straight Northern Hemisphere jet streak, divergence commonly occurs in its right-entrance and left-exit regions, with right and left defined looking downstream. Curvature and temperature advection modify this pattern, so these quadrants are not universal predictors of ascent or storm formation. (forecast.weather.gov)\n\nSeasonal changes reflect the changing temperature contrast between low and high latitudes. Jets generally strengthen and shift equatorward during their hemisphere’s winter, then weaken and move poleward during summer. Over North America, for example, the summer polar jet is commonly near the United States–Canada border, whereas winter configurations frequently extend farther south. Changes in tropospheric depth also affect jet altitude. These are average tendencies: daily pressure patterns and temperature distributions can shift a jet vertically and horizontally, interrupt it, or create multiple branches rather than a single circumpolar belt. (noaa.gov)"
    },
    {
      "heading": "Monsoons and large-scale wind variability",
      "text": "A monsoon is a seasonal reorganization of atmospheric circulation, commonly marked by a pronounced change in prevailing wind direction and associated wet and dry seasons. It is not synonymous with heavy rain: monsoon winds describe the circulation, whereas monsoon rainfall depends on moisture supply, convergence, and ascent. The distinction is evident in South Asia, where the summer southwesterlies supply much of the seasonal rainfall, but the autumn–winter northeasterlies bring the principal rainy season to southeastern India and northeastern Sri Lanka after crossing the Bay of Bengal. (weather.metoffice.gov.uk)\n\nUnequal seasonal heating of land and ocean helps establish the pressure contrasts driving monsoon flow. Continents warm faster than adjacent seas in early summer, promoting continental low pressure and low-level convergence; winter cooling favors continental high pressure and outward flow. This thermal contrast interacts with the seasonal migration of the Intertropical Convergence Zone, rather than operating as an isolated, continent-sized coastal breeze. The convergence zone moves north over Africa and Asia in boreal summer and south toward Australia in austral summer. Elevated terrain further modifies the circulation: summer heating of the Tibetan Plateau contributes an elevated heat source, while the Himalayas obstruct airflow and force moist air upward along their slopes. (metoffice.gov.uk)\n\nThe South Asian monsoon has its main southwesterly phase during June–September, drawing moist oceanic air toward the subcontinent; onset normally reaches southwestern India around late May or early June and advances northwestward by mid-July. The East Asian monsoon likewise contrasts summer maritime inflow with winter continental outflow, but its coastal winds vary with the positions of pressure systems. In Hong Kong, summer flow is typically southwesterly, whereas winter surges arrive as northerlies, northeasterlies, or easterlies. Thus, a seasonal reversal does not require two exactly opposite wind directions at every station, nor does the seasonal mean exclude shorter-lived surges. (metoffice.gov.uk)\n\nThe West African monsoon carries moist southwesterly air inland from the Atlantic as the summer convergence zone advances toward the Sahel, contrasting with the dry northeasterly harmattan of the winter season. Saharan surface heating modifies this progression, so rainfall cannot be explained by convergence-zone latitude alone. The Australian monsoon operates in the opposite half of the annual cycle: prevailing easterly or southeasterly winds give way to moist northwesterlies when the monsoon trough moves over northern Australia. Around Darwin, initial onset normally occurs in late December. Active periods lasting several days to a week or longer alternate with breaks as the trough weakens or retreats northward; northern Australia typically experiences about three monsoon bursts per wet season. (metoffice.gov.uk)\n\nEl Niño–Southern Oscillation alters monsoon circulation by reorganizing tropical Pacific convection and its atmospheric connections with other ocean basins. Its influence is probabilistic, not a fixed correspondence between El Niño and monsoon failure. In a 2012 analysis, atmospheric scientist Sulochana Gadgil contrasted India’s above-average seasonal rainfall during the strong 1997 El Niño with the drought accompanying the weaker 2002 event, emphasizing differences in equatorial Indian Ocean convection and wind anomalies. The Indian Ocean Dipole also affects Australian onset: positive events and El Niño are often associated with later onset, whereas La Niña often favors earlier onset. Within a season, the Madden–Julian Oscillation produces an eastward-moving disturbance of winds, pressure, and convection, typically recurring over 30–60 days; its passage can strengthen the Australian monsoon trough or favor a break. (ecmwf.int)\n\nSeasonal recurrence, year-to-year anomalies, and multidecadal variability describe different aspects of monsoon behavior. Atlantic sea-surface-temperature gradients influence decadal changes in Sahel rainfall, while externally forced changes can act over the same interval. The Sahel drought from the 1970s into the early 1990s involved an interhemispheric ocean-temperature pattern linked partly to anthropogenic sulfate aerosols. Consequently, a trend fitted across a few wet or dry decades does not by itself establish a persistent change in monsoon winds. Circulation and rainfall trends also require separate interpretation: the IPCC’s 2021 assessment concluded that Northern Hemisphere anthropogenic aerosols very likely weakened South Asian, East Asian, and West African monsoon circulations during the second half of the twentieth century, offsetting the expected rainfall increase associated with greenhouse-gas warming. (ipcc.ch)"
    },
    {
      "heading": "Coastal breezes and thermally driven local winds",
      "text": "A daytime sea breeze develops when coastal land becomes warmer than adjacent water. Solar energy heats a relatively shallow soil layer, whereas penetration of sunlight and mixing distribute heat through a larger volume of water. The resulting contrast in atmospheric temperature and density establishes a thermally driven pressure gradient. Near the surface, cooler marine air flows inland; warmer air rises over land, with concentrated ascent at the advancing edge of the marine air. Return flow carries air seaward aloft, and subsidence over water completes the idealized circulation. NOAA’s schematic places the return branch at roughly 1,000–1,500 metres, although its actual height varies with atmospheric conditions. (noaa.gov)\n\nAt night, land can cool below the sea-surface temperature, reversing the thermal contrast. A land breeze then flows offshore near the surface, with ascent over the relatively warmer water, return flow toward land aloft, and descent over land. This circulation is generally weaker and shallower than its daytime counterpart because cooling produces a stable near-surface layer that inhibits vertical motion. These are thermally driven components of coastal airflow, not a requirement that the observed wind reverse every day. (noaa.gov)\n\nThe sea-breeze front is the leading boundary between advancing marine air and warmer inland air. Convergence there lifts air and can initiate clouds or thunderstorms when moisture and atmospheric instability are sufficient. Inland penetration depends on the background wind as well as the coastal thermal contrast: an onshore background flow assists inland movement, whereas opposing offshore flow can concentrate convergence near the coast or hold the boundary offshore. A National Weather Service technical study published in 2000 describes this asymmetry in northern Florida: westerly flow carries the Gulf-coast breeze inland while strengthening convergence along the opposing Atlantic-coast breeze. Its analysis also identifies enhanced lifting where a breeze from the St. Johns River meets the Atlantic sea breeze near St. Augustine; the river and coast lie approximately 28 kilometres apart there. (weather.gov)\n\nLake breezes operate through the same land–water thermal contrast. Around northern Michigan’s Great Lakes shores, the National Weather Service describes their typical onset several hours after sunrise, speeds around 10 miles per hour, or 4.5 metres per second, and weakening toward evening. An abrupt change to onshore wind marks their arrival. Shoreline geometry can organize several interacting circulations: on narrow peninsulas, breezes advancing from opposite coasts may converge over the interior. NOAA illustrates opposing sea breezes over Cuba producing a line of cumulus clouds; collision of such boundaries can intensify ascent without necessarily producing thunderstorms. (weather.gov)\n\nOn mountain slopes, differential heating acts between air touching the terrain and air at the same elevation farther from it. During sunny weather, the slope warms adjacent air, producing daytime upslope, or anabatic, flow. After sunset, radiative cooling chills this air, and its greater density drives downslope drainage. These slope winds are most clearly developed under weak large-scale forcing; nighttime drainage is a local form of katabatic flow, distinct from dynamically forced lee-side winds. Daytime upslope currents also redistribute heat into the valley atmosphere, while compensating descent can warm the valley interior. (weather.gov)\n\nSlope winds must be distinguished from winds along a valley’s axis. The latter respond to pressure differences between the valley atmosphere and adjoining plains, rather than simply following the steepest local slope. Daytime heating generally favors up-valley flow, while nocturnal cooling favors down-valley flow; their transitions need not coincide with the reversal of slope winds. Numerical experiments published in December 2004 demonstrated up-valley flow even in an idealized valley with a horizontal floor, driven by the valley–plain pressure difference. Further simulations published in 2010 showed that valley volume, subsidence heating, turbulent heat exchange, and differences in surface heating all contribute to that pressure contrast. (journals.ametsoc.org)"
    },
    {
      "heading": "Mountain winds and named regional winds",
      "text": "Terrain channels airflow along valleys and through passes, so local wind direction can differ substantially from the flow above surrounding ridges. Gap winds develop when a pressure difference drives air through a breach in a mountain barrier; their speed and depth depend on the pressure gradient, atmospheric stability, and the channel’s geometry, not simply its narrowness. Strong cross-mountain flow in stable air can instead generate mountain waves: displaced air oscillates vertically under buoyancy’s restoring influence, producing wave patterns nearly stationary relative to the terrain. Beneath lee-wave crests, turbulent rotating circulations called rotors may develop. Lenticular clouds can mark wave crests and roll clouds can reveal rotors, but these circulations also occur without visible clouds. (weather.gov)\n\nKatabatic winds are specifically the downslope drainage of air made denser than its surroundings by cooling, commonly through contact with a radiatively cooled surface. Gravity drives this cold air down the slope; nighttime drainage on ordinary mountain slopes and persistent drainage over ice-covered slopes belong to this category. Downslope motion alone does not establish a katabatic origin: pressure-driven gap flow and mountain-wave-induced descent have different mechanisms. Nor does compression during descent necessarily make a drainage wind warm relative to the receiving lowlands, because its source air may remain substantially colder. (weather.gov)\n\nFoehn winds bring warming and drying to the lee of a mountain barrier through several mechanisms. Descending air warms by adiabatic compression, lowering its relative humidity. In the precipitation mechanism, ascending air cools, water vapour undergoes condensation, and latent heat is released; removal of water by precipitation allows the descending air to become warmer than its original temperature when it returns to the same elevation. However, foehn also occurs without windward precipitation. When low-level air is blocked, air from higher elevations can cross the ridge and be drawn down into lee valleys. Turbulent mixing can additionally transfer warmer, drier air downward, while clearer skies enhance daytime surface heating. These contributions vary between events rather than forming one universal sequence. (weather.metoffice.gov.uk)\n\nThe Alpine foehn gives this wind type its general name; the Chinook is its warm, dry counterpart east of the Rocky Mountains in Canada and the United States. A Chinook episode at Loma, Montana, on January 14–15, 1972, accompanied a temperature rise from −54 °F to 49 °F—approximately −47.8 °C to 9.4 °C—within 24 hours. NOAA accepted the 103 °F change as a United States national record on September 13, 2002. The bora, by contrast, is a cold regional wind affecting the Adriatic, especially its northern and eastern coasts; cold air crosses or passes through the coastal mountain barrier, and strong events can involve mountain-wave dynamics as well as cold-air overflow. The mistral is a cold, dry northerly or northwesterly wind of southern France, particularly prominent around the Rhône delta and adjacent Mediterranean coast. (weather.metoffice.gov.uk)\n\nSanta Ana winds are predominantly northerly to easterly offshore winds in southern California. High pressure over the Great Basin drives air toward the coast, with particularly strong flow through and below mountain passes and canyons. Compression during descent supplies the principal warming mechanism, while low source-air moisture and falling relative humidity produce dry coastal conditions. They occur chiefly in the cool season, commonly from October through February, rather than being a summer desert-heating phenomenon. (weather.gov)\n\nOther regional names identify air-mass transport rather than necessarily a mountain mechanism. The harmattan carries dry, frequently dust-laden northeasterly or easterly air from the Sahara across West Africa, most consistently during the northern dry season, broadly November–April. The sirocco transports warm Saharan air northward into the Mediterranean ahead of low-pressure systems. It is initially hot, dry, and often dusty along North Africa, but can reach southern Europe as a moist wind after crossing the sea. Its occurrence depends on Mediterranean cyclone tracks; it is particularly associated with spring and is less common in summer. (science.nasa.gov)"
    },
    {
      "heading": "Boundary-layer structure, turbulence, and wind shear",
      "text": "The atmospheric boundary layer is the part of the atmosphere directly influenced by exchanges with the underlying surface; its depth can range from a few metres to several kilometres. Surface drag removes momentum from the mean airflow, while turbulent eddies redistribute momentum, heat, and moisture vertically. Drag depends not simply on ground elevation but on aerodynamic roughness: vegetation, buildings, and other projections obstruct the flow and generate wakes. Consequently, wind generally becomes faster with height near the surface, although stability and local obstacles can substantially modify this profile. (metoffice.gov.uk)\n\nOver approximately uniform terrain under neutral stratification, the mean speed in the surface layer can be represented by the logarithmic profile\n\n\\[U(z)=\\frac{u_*}{\\kappa}\\ln\\!\\left(\\frac{z-d}{z_0}\\right),\\]\n\nwhere \\(z\\) is height above ground, \\(u_*\\) is friction velocity, \\(\\kappa\\approx0.4\\) is the von Kármán constant, \\(z_0\\) is aerodynamic roughness length, and \\(d\\) is zero-plane displacement height. Roughness length is a parameter inferred from the wind profile, not the literal height of individual obstacles. Displacement height shifts the profile’s effective origin upward over a vegetation or building canopy. Both parameters can be estimated from wind measurements at several levels. Short vegetation, forests, and built-up areas therefore require different profile parameters; over the ocean, roughness also varies with the wave state. The neutral logarithmic expression should not be applied indiscriminately within obstacle wakes or strongly stratified layers. (eol.ucar.edu)\n\nDaytime heating of land produces buoyant thermals and an unstable, convectively mixed boundary layer. Where wind is stronger aloft, this mixing transports faster-moving air downward, often increasing near-surface speed and gustiness while reducing vertical differences through the mixed layer. At night, radiative surface cooling commonly establishes stable stratification, sometimes including a temperature inversion. Buoyancy then inhibits vertical mixing, allowing weak surface winds to become partly decoupled from stronger flow above. These are conditional patterns rather than an automatic day–night reversal: strong mechanically generated turbulence can persist after sunset. (weather.gov)\n\nTurbulence consists of irregular, three-dimensional fluctuations superimposed on the organized mean flow. Gusts and lulls are its manifestations in a wind-speed record, whereas a persistent circulation or jet belongs to the mean-flow structure; the distinction depends on the averaging interval. Wind shear describes a spatial change in the wind vector rather than a fluctuation at one point. Vertical shear is change with height, and horizontal shear is change across a horizontal distance. Either can involve speed, direction, or both: equally strong winds blowing in different directions still constitute shear. Strong shear can generate turbulence, but shear and turbulence are not interchangeable; a stable nocturnal layer can contain substantial sustained shear without widespread vigorous mixing. (forecast.weather.gov)\n\nLow-level jets are wind-speed maxima in the lower atmosphere, with slower flow above and below the core. A prominent example is the warm-season nocturnal southerly jet over the United States Great Plains, for which National Weather Service training material gives common speeds of 25–50 knots, approximately 13–26 metres per second. Alfred Blackadar’s 1957 explanation linked nocturnal acceleration to reduced turbulent drag after sunset: flow above the cooling surface undergoes an inertial oscillation that can temporarily produce speeds exceeding geostrophic equilibrium. Daily heating and cooling of the Plains’ sloping terrain also contribute. Morning mixing can weaken the elevated maximum while bringing stronger winds toward the ground. (weather.gov)\n\nVegetation and buildings create additional local structure: sheltered regions, accelerated flow around obstructions, and turbulent wakes downstream. Wake intensity depends on wind speed, obstacle geometry, and atmospheric stability. Within and immediately above dense canopies, individual wakes interact, so a horizontally uniform logarithmic profile may be inappropriate. Matthias Roth’s 2000 review of urban turbulence found that the roughness sublayer in the studies examined commonly extended to about 2.5–3 times building height, illustrating how the influence of urban obstacles reaches well above roof level. (weather.gov)"
    },
    {
      "heading": "Storm winds and severe wind phenomena",
      "text": "Extratropical cyclones concentrate strong winds in an asymmetric, frontal circulation: contrasting air masses and tightly packed pressure contours produce broad windy sectors, while frontal zones organize narrower streams of air. Some rapidly deepening cyclones also develop a sting jet, a localized descending current capable of intensifying surface gusts; the British Great Storm of 1987 is a documented example. In a mature tropical cyclone, by contrast, the strongest winds usually surround the relatively calm eye within the eyewall, a ring of deep thunderstorms. Spiral rainbands produce additional, intermittent wind maxima. Storm motion introduces asymmetry: winds are generally stronger on the right of the track in the Northern Hemisphere and on the left in the Southern Hemisphere, although individual storms depart from this pattern. (weather.metoffice.gov.uk)\n\nThunderstorm outflow develops when descending air reaches the surface and spreads outward as a relatively cool, dense pool. Its advancing boundary, the gust front, can bring an abrupt wind shift and lift surrounding warm air. Evaporation of precipitation and melting of ice cool descending air, while precipitation loading contributes downward force; downdrafts can also transport horizontal momentum from stronger winds aloft. A downburst is a concentrated downdraft producing damaging, divergent surface winds. The conventional size division places microbursts below approximately 4 kilometres in horizontal extent and macrobursts at larger scales. Wet downbursts accompany substantial surface precipitation; dry downbursts produce little or none because much of the precipitation evaporates before reaching the ground. “Dry” therefore does not imply that precipitation played no role in their formation. (weather.gov)\n\nStraight-line winds distinguish thunderstorm outflows from the concentrated rotating circulation of a tornado; the term does not mean that every airflow trajectory is perfectly straight. Downburst damage often spreads outward from an impact region, whereas tornado surveys seek evidence of a rotating circulation along a track. Severe damage alone does not establish which process occurred. Waterspouts likewise involve rotation: tornadic waterspouts are tornadoes over water, while fair-weather waterspouts generally develop beneath growing cumulus clouds without a severe thunderstorm. The latter begin with near-surface rotation that extends upward, rather than necessarily descending from an established rotating storm. (weather.gov)\n\nSquall lines organize multiple thunderstorms into an elongated system whose individual outflows merge into a continuous gust front. Lifting along the cold pool’s leading edge helps maintain new updrafts; interactions between the cold pool and environmental vertical wind shear influence the line’s structure. A strong rear-inflow jet can enhance damaging winds where the line bows forward, producing a bow-shaped radar echo. A derecho is a long-lived, widespread convective windstorm associated with a rapidly moving band of showers or thunderstorms, not simply any squall line. A commonly used US criterion requires a damage swath exceeding 240 miles, approximately 400 kilometres, with gusts of at least 58 mph (93 km/h) along most of its length. Damage contains localized stronger streaks within the broad swath, and embedded tornadoes may occur. (weather.gov)\n\nThe Midwest derecho of August 10, 2020 illustrates both this spatial organization and the distinction between observed and inferred winds. National Weather Service surveys identified intermittent winds estimated at 100–130 mph across parts of eastern Iowa, with maximum estimates around 140 mph in southwest Cedar Rapids. An unofficial instrument measurement at Atkins, Iowa, recorded a 126 mph gust. These values describe different evidence: the Cedar Rapids maximum was inferred from damage, whereas the Atkins gust was measured at one location. Neither establishes a uniform wind speed throughout the affected region. (weather.gov)\n\nWind-strength classifications therefore require their measurement conventions to be retained. The Saffir–Simpson Hurricane Wind Scale assigns categories 1–5 from a hurricane’s maximum sustained wind, using the US one-minute averaging convention; it does not classify rainfall or storm surge. The Enhanced Fujita scale, operational in the United States since February 1, 2007, assigns EF0–EF5 using damage indicators and degrees of damage to estimate three-second gusts. EF5 corresponds to estimated gusts above 200 mph (322 km/h), not a requirement for an instrument to record that speed. Sustained averages, brief gusts, and damage-derived estimates are consequently not interchangeable: averaging duration, exposure, structural resistance, and the availability of suitable damage indicators affect what each value represents. (nhc.noaa.gov)"
    },
    {
      "heading": "Measurement, observation, and representation",
      "text": "A cup anemometer measures wind speed through the rotation of three or four cups around a vertical shaft; calibration relates rotational frequency to air speed. A propeller anemometer measures the component parallel to its rotation axis and is commonly mounted on a vane that turns it into the wind. A wind vane measures direction rather than speed, normally reporting the direction of origin relative to true north. Sonic anemometers compare acoustic travel times in opposite directions between transducers: airflow shortens travel time downwind and lengthens it upwind. Multiple paths resolve two or three velocity components without moving parts, although instrument supports can distort the flow. A windsock indicates direction and approximate strength through its orientation and extension; FAA guidance associates full extension with winds of at least 15 knots, rather than a precise speed reading. (weather.gov)\n\nThe conventional surface-wind reference is 10 metres above ground over open, level terrain. The WMO guide defines open exposure as separation from obstructions by at least ten times their height. Buildings, vegetation, and topography can shelter or accelerate flow, so sensor height, surroundings, and exposure must accompany observations. Averaging periods are equally important: a common meteorological convention reports a ten-minute mean and the highest three-second average as the gust, whereas the U.S. Citizen Weather Observer Program specifies a two-minute mean. A gust therefore is not an instantaneous maximum, and observations with different averaging periods are not directly interchangeable. Instrument response and measurement uncertainty also affect comparisons, particularly in rapidly fluctuating winds. (weather.gov)\n\nUpper-air observations sample moving trajectories or remotely sensed volumes rather than a fixed surface point. Wind profiles from balloon-borne radiosondes are derived by tracking their position, usually with GPS. Most routine launches occur at 00:00 and 12:00 UTC; a flight can exceed two hours and drift more than 200 kilometres, so its profile is not a simultaneous vertical column above the launch site. Aircraft observations provide winds at cruising altitude and during ascent and descent, with coverage concentrated along flight routes and around airports. Doppler radar and lidar use the Doppler shift of signals scattered by precipitation, atmospheric irregularities, or aerosols to measure velocity along the beam. Scans in several directions permit wind-vector retrieval, but a single radial measurement does not establish the complete vector, and usable coverage depends on adequate backscatter. (noaa.gov)\n\nSatellite remote sensing extends coverage, especially over oceans. Atmospheric motion vectors follow cloud or water-vapour features through successive images; assigning the tracked feature to the correct altitude is a major source of uncertainty. Scatterometers infer ocean-surface winds from microwave backscatter associated with surface roughness. Retrievals can yield several possible directions requiring ambiguity removal, while rain can contaminate measurements. Neither technique provides a continuous, directly measured wind profile everywhere: coverage depends on suitable tracers, satellite viewing geometry, and the instrument’s sampling pattern. (cwg.eumetsat.int)\n\nWind speed is expressed in metres per second, kilometres per hour, or knots: \\(1\\ \\mathrm{m\\,s^{-1}}=3.6\\ \\mathrm{km\\,h^{-1}}\\), and one knot, a nautical mile per hour, is approximately \\(0.514\\ \\mathrm{m\\,s^{-1}}\\). On weather maps, a wind barb’s shaft extends toward the direction from which the wind comes; a short feather represents 5 knots, a long feather 10 knots, and a triangular pennant 50 knots, with values added together. A wind rose instead represents frequencies over a specified period: radial sectors show how often winds arrive from different directions, commonly subdivided into speed classes. It describes a distribution, not the wind at one observation time. (weather.metoffice.gov.uk)\n\nThe Beaufort scale assigns forces from 0, calm, through 12, hurricane force. Its intermediate terms include force 4, moderate breeze; force 6, strong breeze; force 8, gale; and force 10, storm. Force 8 corresponds to 34–40 knots and force 12 to 64 knots or more. Estimates based on visible sea conditions remain distinct from instrumental measurements: waves take time to develop after wind strengthens. Official extreme records require additional scrutiny of instrumentation, exposure, and supporting evidence. For example, WMO evaluated the three-second gust of 220 knots, approximately 408 kilometres per hour, measured by a cup anemometer 10 metres above ground on Barrow Island, Australia, during Tropical Cyclone Olivia on April 10, 1996; that gust is not a sustained-wind value. (weather.metoffice.gov.uk)"
    },
    {
      "heading": "Wind forecasting and climatological analysis",
      "text": "Surface pressure charts locate highs, lows, fronts, and tightly spaced isobars, providing a large-scale framework for interpreting expected wind strength and changes. Upper-air charts add the vertical structure of the circulation. Numerical weather prediction advances atmospheric equations from an estimated initial state rather than extrapolating pressure patterns alone. Data assimilation constructs this initial “analysis” by combining a recent forecast with observations from stations, aircraft, satellites, ships, and buoys, accounting for observational and model uncertainty. Ensemble forecasting repeats predictions with perturbed initial conditions and model formulations; the resulting spread describes possible outcomes and supports probabilities of exceeding wind-speed thresholds. (weather.gov)\n\nDynamical downscaling nests finer regional models within larger-scale forecasts, while statistical post-processing uses relationships between archived forecasts and observations to correct local biases and estimate predictive distributions. The Met Office’s UK configuration, for example, uses 1.5-kilometre grid boxes in its inner domain and 4-kilometre boxes farther out. Finer meshes improve the representation of coastlines and terrain, but do not automatically resolve narrow mountain gaps, individual buildings, or street-level eddies. In mountainous and urban areas, model surface roughness and smoothed elevation can differ substantially from the actual exposure. A 2015 study by Michael Scheuerer and David Möller demonstrated location-dependent statistical calibration over Germany, including systematic wind underprediction at Zugspitze caused by incompletely resolved terrain. (metoffice.gov.uk)\n\nMean wind, peak gusts, wind shear, and abrupt wind shifts are distinct forecast targets. A mean-wind forecast requires a specified height and averaging convention; a gust maximum also requires the interval over which the maximum is sought. Gusts are often diagnosed from resolved winds and parameterized turbulence rather than simulated as individual eddies. ECMWF’s Integrated Forecasting System adds turbulence and, when applicable, a convective contribution to its 10-metre mean wind. Shear forecasts require differences between wind vectors at specified heights or locations. For frontal passages and outflow boundaries, predicting the arrival time is separate from predicting the strongest wind: a displaced boundary can produce large local errors even when the broader circulation is realistic. (confluence.ecmwf.int)\n\nWind climatologies describe a defined observing period through monthly or seasonal means, speed-frequency distributions, directional frequencies, and calm occurrence, rather than a single prevailing direction. The World Meteorological Organization’s standard normals use consecutive 30-year periods, including 1991–2020. Wind roses retain the distribution among directional sectors and, in many implementations, speed classes. Directional statistics must respect circularity: \\(359^\\circ\\) and \\(1^\\circ\\) are close together, not nearly a full circle apart. Reanalysis supplements station records with spatially complete, observation-constrained model fields. ECMWF’s ERA5 supplies hourly estimates from 1940 onward on an approximately 31-kilometre atmospheric grid with 137 vertical levels; these fields are not equivalent to measurements at every location, and their uncertainty reflects changes in the observing system. (community.wmo.int)\n\nRare-wind estimates fit extreme-value models to annual maxima or sufficiently independent exceedances above a high threshold. If \\(F(x)\\) is the cumulative probability distribution of annual maximum wind speed under a stationary model, the return period is \\(T(x)=1/[1-F(x)]\\). A 100-year return level therefore has a 1% annual exceedance probability, not a scheduled occurrence once each century. NIST’s mapping of non-hurricane, non-tornadic extreme winds combines station-level threshold-exceedance models with spatial smoothing and confidence intervals. Extrapolation beyond the observed record is sensitive to distribution choice, sampling uncertainty, and whether different storm populations require separate treatment. (itl.nist.gov)\n\nForecast verification measures bias, mean absolute error, root-mean-square error, and threshold-exceedance performance; probabilistic forecasts additionally require assessment of calibration and distributional accuracy. WMO surface-verification procedures include 10-metre wind-speed thresholds of 5, 10, and 15 metres per second and evaluate direction only when observed speed is at least 3 metres per second. Comparisons must match observation height, time, and exposure as closely as possible. A sheltered anemometer and a model grid value can represent different airflow even without instrument malfunction. Zied Ben Bouallègue’s 2020 ECMWF study showed that accounting for this spatial representativeness error materially changes ensemble reliability and skill estimates. (confluence.ecmwf.int)"
    },
    {
      "heading": "Exchanges with oceans and the water cycle",
      "text": "Wind transfers momentum to the ocean through wind stress, the tangential force exerted per unit surface area. A common bulk representation is \\(\\boldsymbol{\\tau}=\\rho_a C_D|\\mathbf{U}_{10}|\\mathbf{U}_{10}\\), where \\(\\rho_a\\) is air density, \\(C_D\\) is a dimensionless drag coefficient, and \\(\\mathbf{U}_{10}\\) is wind velocity at a reference height of 10 metres, preferably measured relative to the moving water surface. Stress is expressed in \\(\\mathrm{N\\,m^{-2}}\\); with density and drag coefficient held constant, doubling wind speed quadruples its magnitude. The coefficient varies with atmospheric stability and surface roughness, including the wave field. Momentum transferred across the interface generates waves and currents, while turbulence distributes it through the upper ocean. (repository.library.noaa.gov)\n\nThe growth of wind waves depends jointly on wind speed, duration, and fetch, the distance over which wind blows across water in a sufficiently consistent direction. Strong winds acting briefly, or over a short fetch, cannot produce the same wave field as comparable winds sustained across a large ocean area. Locally generated wind waves remain under the influence of their generating winds; swell has propagated beyond its generation area and usually has longer periods and smoother, more regular crests. Consequently, a coast can receive substantial swell despite weak local winds, and swell arriving from a distant storm can coexist with locally generated waves travelling in another direction. Wave propagation principally carries energy rather than transporting the entire water mass forward with each crest. (oceanservice.noaa.gov)\n\nWind-driven currents do not simply follow the wind direction. Frictional transfer between water layers interacts with Earth's rotation, producing the depth-dependent turning described by Vagn Walfrid Ekman's early-twentieth-century theory. In the ideal steady, deep-water model, depth-integrated Ekman transport is perpendicular to the wind stress: to its right in the Northern Hemisphere and left in the Southern Hemisphere. Along a coast, offshore transport removes surface water, which is replaced by water rising from below through upwelling; onshore transport instead promotes accumulation and downwelling. Upwelled water is commonly colder and richer in nutrients, supporting elevated primary production. These mechanisms connect wind direction with coastal temperature and biological productivity, rather than merely with surface-current speed. (oceanservice.noaa.gov)\n\nWind also couples the ocean to the water cycle through evaporation and moisture transport. A bulk evaporation relation is \\(E=\\rho_a C_E U(q_s-q_a)\\), where \\(E\\) is water-vapour mass flux, \\(C_E\\) is an exchange coefficient, \\(U\\) is relative wind speed, and \\(q_s-q_a\\) is the difference between saturation specific humidity at the water surface and specific humidity in the overlying air. Thus, stronger wind increases evaporation under otherwise unchanged conditions, but temperature, humidity, and stability also matter. Evaporation removes latent heat from the water. Atmospheric winds then advect moisture towards other regions; atmospheric rivers provide a concentrated example. The “Pineapple Express” transports moist air from the vicinity of Hawaii towards western North America, where landfall often produces rain or snow. (aoml.noaa.gov)\n\nPersistent onshore stress can raise the mean water level against a shoreline, producing wind setup. During storms this contributes substantially to storm surge, the water-level anomaly above the predicted astronomical tide. Surge depends on wind strength, storm size and movement, coastline geometry, and seabed depth; broad, gently sloping continental shelves generally favour larger rises than narrow, steep shelves. Reduced atmospheric pressure also contributes. Breaking waves create an additional mean elevation, called wave setup, distinct from individual wave crests and run-up. Astronomical tides arise from gravitational interactions involving Earth, the Moon, and the Sun; tsunamis arise from rapid water displacement, commonly associated with earthquakes, landslides, or volcanic activity, rather than sustained wind stress. (nhc.noaa.gov)"
    },
    {
      "heading": "Wind erosion, sediment transport, and landforms",
      "text": "Wind erosion begins when aerodynamic forces overcome a particle’s weight and its bonds with neighbouring grains. The entrainment threshold therefore depends on the surface, not simply on wind speed measured above it. Loose quartz sand approximately \\(100\\ \\mu\\mathrm{m}\\) in diameter has a relatively low threshold: larger grains require greater force because of their weight, whereas finer particles resist direct lifting through interparticle cohesion. Soil moisture strengthens these bonds; salts and surface crusts can also bind grains. Vegetation and crop residues shelter the ground and intercept moving sediment. Disturbance that removes cover or breaks a crust can consequently expose an erodible surface without any increase in wind strength. (nps.gov)\n\nSediment travels by three interacting mechanisms. In saltation, grains make short, wind-driven hops, striking the surface and ejecting additional particles. Surface creep consists of rolling or sliding, often caused by impacts from saltating grains. In suspension, turbulent air motion keeps finer material airborne. The United States Department of Agriculture’s Wind Erosion Prediction System uses operational size classes of \\(0.10–0.84\\ \\mathrm{mm}\\) for saltation, \\(0.84–2.0\\ \\mathrm{mm}\\) for creep, and less than \\(0.10\\ \\mathrm{mm}\\) for suspension; these are model conventions rather than universal boundaries. Impacts can abrade crusts and break soil aggregates, releasing dust that would otherwise be difficult to lift directly. Once transport starts, these impacts can sustain it below the wind threshold initially required for entrainment. (nrcs.usda.gov)\n\nDeflation removes loose sediment, sometimes excavating hollows or leaving a coarse surface armour known as desert pavement. Pavement formation is not exclusively erosional: a 1995 study using cosmogenic helium-3 exposure dating in California’s Mojave Desert supported a mechanism in which stones remain at the surface while windblown dust accumulates beneath them. Abrasion, by contrast, wears exposed material through particle impacts. It produces ventifacts—rocks with polished, grooved, pitted, or faceted surfaces—and contributes to the sculpting of yardangs, streamlined ridges aligned with the dominant erosive wind. Ventifacts occur in Death Valley; their preserved grooves can record former wind directions where the rocks have not subsequently moved. (pubs.usgs.gov)\n\nA sand dune migrates as grains move up its gentler windward slope and accumulate beyond the crest, periodically avalanching down the steep lee face. Under comparable sediment-transport conditions, smaller dunes generally migrate faster than taller ones. Shape reflects wind-direction variability, sediment supply, and vegetation: isolated crescent-shaped barchans develop with limited sand and predominantly one-directional winds; greater supply produces linked crescentic or transverse ridges. Linear dunes commonly occur under two dominant wind directions, while multidirectional winds produce star dunes with several arms and slip faces. Parabolic dunes have partly vegetated arms extending upwind, unlike barchans’ downwind-pointing horns. Star dunes can exceed 300 metres in height. (pubs.usgs.gov)\n\nDeposition of suspended silt builds loess, rather than sand dunes. Extensive loess deposits occur along the Mississippi River valley. Glacial grinding supplies fine sediment that rivers redistribute across outwash plains, where exposed deposits become available for wind transport; weathering and abrasion also supply silt in nonglacial environments. Repeated dust deposition can therefore build sediment mantles far from the original source, while dunes chiefly store the coarser material transported near the surface. (home.nps.gov)\n\nDust storms are conspicuous episodes of sediment suspension, but agricultural soil loss also occurs through less visible saltation and creep. Selective removal of clay and organic matter reduces soil fertility and alters soil structure; moving sand can abrade seedlings. During the Great Plains Dust Bowl of the 1930s, drought coincided with extensive ploughing of semiarid land, exposing soils to severe wind erosion. Wind erosion is one contributor to desertification, not its synonym: dryland degradation can also involve water erosion, vegetation loss, and soil compaction. Drought affects sediment availability through moisture and plant cover, while land use can amplify or suppress the resulting erosion. (nrcs.usda.gov)"
    },
    {
      "heading": "Ecological effects and atmospheric transport",
      "text": "Wind-mediated pollination, or anemophily, transfers pollen between reproductive structures without an animal carrier. Pines release pollen from male cones; oaks, birches, and ashes are among the flowering trees that use wind transport. Successful pollination requires both viable pollen and receptive female structures: airborne pollen abundance alone does not establish fertilization. Release height, vegetation structure, and turbulent motion influence the distance travelled. The US Forest Service’s Woody Plant Seed Manual reports that pollen from many trees travels only a few dozen metres under near-calm conditions, whereas turbulent winds can carry pine pollen for a kilometre or more. Rain and high humidity generally hinder airborne dispersal. (fs.usda.gov)\n\nWind-driven seed dispersal depends on structures that slow descent, extending the time during which horizontal airflow can carry a propagule. Maple samaras have papery wings, while cottonwoods bear seeds with attached cotton-like hairs. Forest Service accounts report wind dispersal of sugar-maple samaras over distances of at least 100 metres. Dandelion fruits instead carry a porous crown of hairs, the pappus. In 2018, Cathal Cummins and colleagues demonstrated that airflow through this structure produces a separated vortex ring above it, supporting stable, slow descent. These contrasting aerodynamic structures influence dispersal, but transport and establishment remain distinct processes: reaching a location does not ensure germination or seedling survival. (research.fs.usda.gov)\n\nFlying organisms can exploit winds while also being constrained by them. Tailwinds increase progress along a migratory route, whereas headwinds can increase energy expenditure or delay departure; birds can alter flight altitude to encounter more favourable winds. Insects likewise are not necessarily passive aerial particles. A 2016 study by Gao Hu and colleagues estimated that approximately 3.5 trillion insects, representing 3,200 tonnes of biomass, migrated annually above 150 metres over southern Britain. Larger insects showed seasonally appropriate movement associated with favourable winds and selected flight headings, illustrating how behaviour and atmospheric transport combine in migration. (news.cornell.edu)\n\nRepeated bending can alter plant development through thigmomorphogenesis, the growth response to mechanical stimulation. Many woody species develop shorter shoots, thicker stems, or smaller leaves, reducing the crown profile exposed to wind and changing resistance to bending. Responses vary among species and genetic lineages. Stronger loading can exceed stem strength or root anchorage, causing breakage or uprooting, commonly termed windthrow. Ecological consequences extend beyond tree mortality: fallen crowns open the forest canopy, and dead wood becomes part of the forest floor. In Pacific Northwest forests, wind disturbance can release surviving shade-tolerant understory trees, including western hemlock, thereby changing subsequent stand development and the composition of woody debris. (frontiersin.org)\n\nAirflow also changes the microclimate immediately surrounding leaves. Faster flow generally reduces the resistance of the leaf boundary layer to exchanges of water vapour, carbon dioxide, and heat. This can increase transpiration, but the response is not proportional to wind speed: leaf temperature, atmospheric evaporative demand, and stomatal regulation also change. A 2024 experimental study by Yael Shapira and colleagues found that wind speed affected both the rate and kinetics of stomatal conductance in Arabidopsis and the fern Nephrolepis exaltata. Measurements around a boxwood shrub further showed that its foliage and wake created spatially variable airflow, linking canopy structure to leaf temperature and water exchange rather than exposing every leaf to the same ambient conditions. (onlinelibrary.wiley.com)\n\nWind transports aerosols and gaseous pollutants through mean-flow advection, while turbulent mixing spreads and dilutes their plumes. Sources include wildfire smoke, windblown dust, and sea spray; breaking-wave bubbles release particles containing inorganic sea salt and organic material when they burst. NOAA’s HYSPLIT system models atmospheric transport, dispersion, chemical transformation, and deposition, with applications ranging from smoke and volcanic ash to allergens. These processes must be distinguished: transport changes location, dispersion changes spatial concentration, and deposition removes material from the air. Biological or chemical effects depend additionally on composition, concentration, exposure duration, and atmospheric reactions; the presence of a transported plume alone does not specify its effects. (pmel.noaa.gov)"
    },
    {
      "heading": "Wind energy and practical uses",
      "text": "Wind has supplied propulsion and mechanical work for centuries before its use in electricity generation. Sailing vessels harness wind directly, while windmills convert airflow into rotation for grinding grain, sawing timber, or pumping water. Persian windmills were developed between approximately 500 and 900 CE for milling and pumping; Dutch windpumps subsequently became important for draining lakes and marshes. In the United States during the 1850s, Daniel Halladay and John Burnham developed and marketed windmills adapted to western settlement, where pumping water was a major application. Small wind-electric generators appeared in the late nineteenth and early twentieth centuries. Following the oil shortages of the 1970s, research and policy support helped establish modern wind generation, including thousands of turbines installed in California in the early 1980s. (eia.gov)\n\nThe kinetic-energy flux available to a rotor is determined by the mass of air passing through its swept area and the energy per unit mass. For uniform upstream flow,\n\n\\[P_{\\mathrm{wind}}=\\frac{1}{2}\\rho A v^{3},\\]\n\nwhere \\(\\rho\\) is air density, \\(A\\) is swept area, and \\(v\\) is wind speed. For a circular rotor of diameter \\(D\\), \\(A=\\pi D^{2}/4\\). Consequently, doubling wind speed increases the available power eightfold, whereas doubling rotor diameter increases it fourfold, with other quantities unchanged. These relationships describe the resource, not an unrestricted increase in electrical output: a turbine begins generating at its cut-in speed, reaches rated output, and normally limits output or shuts down at higher speeds. Annual production therefore depends on the wind-speed distribution and turbine power curve, rather than mean speed alone. (energy.gov)\n\nA wind turbine extracts part of this flux through aerodynamic forces. Flow across shaped blades produces pressure differences and lift; the tangential component of aerodynamic force supplies torque to the rotor. A shaft drives an electric generator, either directly or through a gearbox. Most large turbines have horizontal axes and three blades, with the rotor oriented toward the wind. Vertical-axis designs include lift-driven Darrieus rotors and drag-driven Savonius rotors; they do not require the same directional alignment. The Betz limit, named after Albert Betz, gives a maximum power coefficient of \\(C_p=16/27\\), approximately 59.3%, for an idealized rotor in steady, unconfined flow. Complete extraction would halt the downstream airflow and prevent continued passage through the rotor; practical aerodynamic and conversion losses reduce output further. (energy.gov)\n\nOnshore and offshore wind systems are distinguished by installation location, whereas distributed wind is defined by its relationship to consumption: turbines serve demand at or near the place where electricity is used, often on the customer side of the meter. Distributed systems are not necessarily small, although small turbines commonly supply farms, homes, and remote facilities. Offshore installations exploit winds over large water bodies and use marine transport for large components; utility-scale plants supply bulk power to the electrical grid. (energy.gov)\n\nWind generation varies with weather, and turbines also modify the resource available to their neighbours. Energy extraction produces downstream wakes of slower air, which gradually recover through mixing with surrounding flow. Turbine spacing, plant layout, and coordinated controls therefore affect plant-wide production; wake steering deliberately misaligns selected turbines to redirect wakes away from others. Grid integration combines wind forecasts, transmission, flexible generation and demand, and, where appropriate, energy storage to manage changing output. Storage is one balancing option rather than an inherent requirement for every turbine. (nrel.gov)\n\nNon-generating applications use airflow without first converting it into electricity. Wind-driven natural ventilation exploits pressure differences across building openings to exchange indoor and outdoor air; it is distinct from buoyancy-driven stack ventilation, although both can operate together. Airflow also supports drying by carrying away moisture, as in grain spread in shallow layers exposed to sun and wind; drying depends on air temperature and humidity as well as airflow. Modern wind-assisted shipping supplements engine propulsion with sails, rigid wings, kites, or rotor sails. Flettner rotors are mechanically spun cylinders that generate aerodynamic lift through the Magnus effect, converting favourable cross-flow into ship thrust. (energy.gov)"
    },
    {
      "heading": "Wind hazards and engineering responses",
      "text": "Structural wind loading depends on both airflow and the shape, stiffness, and exposure of a structure. The reference dynamic pressure is \\(q=\\tfrac12\\rho U^2\\), where \\(\\rho\\) is air density and \\(U\\) is wind speed: doubling speed therefore quadruples this pressure at unchanged density. Actual surface pressures require aerodynamic coefficients; they are not uniform across a building. Positive pressure on windward walls and suction over roofs and leeward surfaces produce lateral forces, overturning moments, and uplift. Turbulent fluctuations generate short-lived pressure peaks, especially near roof edges and corners. Failure of windows or doors can admit air and increase internal pressure, adding to roof uplift. Engineering responses include protected openings and a continuous load path connecting roof coverings, roof framing, walls, and foundations, rather than strengthening isolated components. (www1.grc.nasa.gov)\n\nFlexible structures also respond dynamically. Alternating aerodynamic forces and motion-dependent feedback can produce vibration even when average loads remain below static strength limits. The Tacoma Narrows Bridge collapsed on November 7, 1940; its destructive twisting is principally explained by self-excited torsional flutter, rather than simple forced resonance. Before the collapse, University of Washington engineer F. Bert Farquharson investigated whole-bridge and deck-section models at scales of 1:200 and 1:20. The replacement bridge, opened in 1950, incorporated deeper stiffening trusses, lateral bracing, wind grates, and hydraulic shock absorbers. Wind damage also extends through infrastructure networks: broken trees can obstruct roads and damage overhead electricity lines. In forests, uprooting and stem breakage depend not only on wind but also on rooting depth, decay, soil conditions, and exposure; healthy trees can uproot in shallow or waterlogged soils. (wsdot.wa.gov)\n\nIn aviation, crosswinds complicate runway alignment and directional control, while turbulence imposes rapidly varying aerodynamic forces. Low-level wind shear is particularly hazardous during takeoff and approach because abrupt changes in the wind alter airspeed and climb performance close to the ground. An aircraft crossing a microburst may encounter a headwind, a downdraft, and then a tailwind, with the latter two reducing performance. The Federal Aviation Administration describes possible near-surface outflow speeds of 45 knots, giving a headwind-to-tailwind change of 90 knots across the microburst. A steady tailwind during cruise, by contrast, increases groundspeed at a given airspeed; it is not equivalent to an abrupt tailwind shear, and tailwinds during landing increase operational constraints. Airport responses include low-level wind-shear alert systems, Terminal Doppler Weather Radar, controller alerts, and simulator-based training. (faa.gov)\n\nWind can amplify hazards whose damaging agent is not wind alone. During wildfires, airborne burning embers can ignite vegetation or buildings beyond the main fire perimeter, including through vents and openings. Wind transports loose snow into drifts and reduces visibility through blowing snow; dust-bearing thunderstorm outflows can similarly produce abrupt visibility loss on highways. Along coasts, onshore winds generate storm surge, while waves act above the elevated water surface. Surge, astronomical tides, wave setup, and freshwater inflow together determine coastal water levels, exposing buildings, ports, roads, and bridges to combined inundation, wave impact, currents, and foundation erosion. A building that withstands wind loading may therefore still fail through coastal flooding or undermining. (fs.usda.gov)\n\nWind engineering combines design standards, hazard mapping, physical testing, and operational warning systems. In the United States, ASCE/SEI 7-22 provides wind-load provisions addressing exposure, pressure coefficients, and aerodynamic effects; the ASCE Hazard Tool supplies location-specific design parameters. Boundary-layer wind tunnels measure pressures and forces while representing surrounding terrain and buildings. In its Hurricane Maria investigation, NIST reported in 2022 tests using a 1:3100 topographic model and a 1:100 hospital model to assess local wind amplification and structural loading. Warning systems address different consequences separately: National Weather Service high-wind products use locally defined criteria, while Red Flag Warnings combine critical fire weather with receptive fuels and are coordinated with land-management agencies. These are institutional mechanisms for design, infrastructure management, and emergency coordination, not interchangeable measures of wind strength. (staging.asce.org)"
    },
    {
      "heading": "Historical study and cultural significance",
      "text": "Ancient Mediterranean wind classifications combined directional observation with personification. The octagonal Tower of the Winds in Athens depicts eight winds, including Boreas from the north, Notus from the south, and Zephyrus from the west; a bronze Triton-shaped vane formerly turned above its roof to indicate the prevailing direction. These figures belong to Greek mythology, but their arrangement also records a practical directional classification. Aristotle offered a different kind of explanation in Book II of Meteorology: he distinguished moist vapour, associated with rain, from a dry, smoky exhalation that he regarded as the material of wind. He also compared winds by direction, season, temperature, and rain-bearing properties. His exhalation theory was a proposed physical explanation, distinct both from divine personification and from the modern definition of wind as moving atmospheric air. (thisisathens.org)\n\nRecurring winds made long-distance sailing routes possible and shaped commercial geography. Indian Ocean monsoons supplied seasonally changing propulsion for dhow traffic linking East Africa and Asia, carrying spices, silk, cotton textiles, and aromatics. Atlantic trade winds likewise helped sailing vessels travel westward from European and African ports toward the Americas. During the Age of Discovery, routes could involve substantial departures from the shortest geographical course to obtain favourable winds: in 1500, Pedro Álvares Cabral’s India-bound Portuguese fleet sailed far into the western Atlantic and reached Brazil. Such practices linked accumulated knowledge of seasonal and regional winds to commercial exchange and ocean exploration. (si.edu)\n\nInstruments gradually separated wind direction from measurable wind strength. Wind vanes were known in antiquity and described by Vitruvius. In 1450, Leon Battista Alberti described an anemometer in which wind deflected a movable plate; its inclination provided an indication of wind force. Later instruments used rotating vanes or propellers, and eighteenth-century designs included mechanical recording systems. Francis Beaufort’s wind-force scale, conventionally dated to 1805, developed through successive revisions: his surviving 1806 log records an early scale, while later versions related force to the sails a naval vessel could carry and its behaviour under wind. The British Admiralty adopted it for Royal Navy logbooks in December 1838. Its initial purpose was consistent observational reporting, not direct measurement of velocity; agreed numerical speed equivalents came later. (catalogo.museogalileo.it)\n\nCirculation theory increasingly connected observed wind patterns with the rotating Earth. In 1735, George Hadley explained the westward component of the trade winds by noting that air travelling equatorward originated at latitudes where Earth’s surface moved eastward more slowly. His proposed overturning circulation extended through each hemisphere, rather than being confined to the tropical and subtropical region now associated with his name. Gaspard-Gustave de Coriolis’s 1835 treatment of rotating machinery established the apparent acceleration now called the Coriolis effect; it was not originally a theory of atmospheric circulation. William Ferrel’s 1856 work brought rotational dynamics into explanations of winds and ocean currents, including the midlatitude westerlies. These contributions progressively replaced purely thermal or geographical accounts with dynamical explanations involving rotation and angular momentum. (arl.noaa.gov)\n\nOrganized observations and rapid communication transformed wind knowledge into a public forecasting service. Robert FitzRoy established Britain’s Meteorological Department in 1854, initially to investigate marine conditions. Following the Royal Charter storm of October 1859, he developed a shipping-warning system supported by telegraphed observations: thirteen stations began transmitting reports on 3 September 1860, and the first storm warning was issued on 6 February 1861. Telegraph messages reached ports, where hoisted cones and drums communicated expected wind conditions to vessels; lights served at night. Public forecasts followed in The Times on 1 August 1861. This institutional use of observations, comparison, and prediction was distinct from literary or symbolic representations of wind, even where both drew upon familiar experiences of changing weather. (metoffice.gov.uk)"
    },
    {
      "heading": "Long-term changes and unresolved research questions",
      "text": "Observed wind trends depend on height, region, dataset, and the interval examined. The 2021 assessment of the Intergovernmental Panel on Climate Change (IPCC) reported a decline of \\(0.063\\ \\mathrm{m\\,s^{-1}}\\) per decade in the HadISD station-based mean land wind speed, excluding Australia, during 1979–2018. Stations are unevenly distributed, with particularly sparse coverage in Africa and South America; the prevalence of declining trends was greatest in the Northern Hemisphere. Ocean records show a different pattern: the ship-based NOCv2.0 product indicated an increase of approximately \\(0.11\\ \\mathrm{m\\,s^{-1}}\\) per decade during 1979–2015, while WASwind gave a smaller increase for 1979–2011. Comparing multiple products, the IPCC assessed that ocean surface winds likely strengthened during 1980–2000, but assigned low confidence to the direction of subsequent change. (ipcc.ch)\n\nThe decline over land is termed global terrestrial stilling, but it is neither geographically uniform nor necessarily continuous. Zhenzhong Zeng and colleagues reported in 2019 that their station compilation showed a decrease of \\(0.08\\ \\mathrm{m\\,s^{-1}}\\) per decade during 1978–2010, followed by an increase of \\(0.24\\ \\mathrm{m\\,s^{-1}}\\) per decade during 2010–2017. They associated the reversal chiefly with changes in large-scale ocean–atmosphere variability. This short recovery interval does not establish a persistent, externally forced acceleration. In its regional assessments, the IPCC assigned low confidence to reported reversals in Europe and North America because studies were not fully consistent. (abralliance.org)\n\nSeveral mechanisms can produce similar station trends. Changing circulation alters pressure gradients and the frequency of weather regimes; forest growth and urbanization increase surface roughness and shelter near-ground instruments. Station relocation, altered instrument exposure, and instrument replacement can also introduce discontinuities unrelated to regional atmospheric change. These effects require different treatment: a genuine land-cover-induced slowdown is a physical change, whereas a measurement discontinuity must be corrected when constructing a homogeneous time series. The IPCC assessed attribution of observed mean surface-wind trends to human-induced climate change with low confidence, rather than treating stilling as a direct measure of greenhouse-driven circulation change. (ipcc.ch)\n\nProjections likewise differ between surface flow and circulation aloft. Under RCP4.5 and RCP8.5, the IPCC assessed declining mean surface winds in Mediterranean areas from mid-century onward with high confidence. For 2081–2100 relative to 1995–2014, the very-high-emissions SSP5-8.5 scenario produces a likely poleward shift and strengthening of the Southern Hemisphere midlatitude jet, together with stronger winds associated with extratropical cyclones in its storm track. Projected Northern Hemisphere jet and storm-track shifts have low confidence: internal variability, competing changes in upper- and lower-tropospheric temperature gradients, and model limitations impede regional agreement. For tropical cyclones, increasing average peak winds and a larger proportion of Category 4–5 storms with warming are assessed with high confidence; this does not imply increasing storm frequency everywhere. (ipcc.ch)\n\nChanges in annual mean speed do not specify changes in damaging gusts: the mean and the extreme tail describe different properties of a probability distribution, and storm types need separate assessment. Nor does a trend measured near the ground directly determine turbine output. Wind-energy assessment requires winds at rotor height and their frequency distribution, combined with the turbine power curve. Consequently, two periods with identical mean speeds can have different energy yields, and changing turbine height or technology can alter production independently of climatic trends. (ipcc.ch)\n\nResearch priorities include recovering historical observations and station metadata, homogenizing records without removing genuine extremes, and expanding observations in poorly sampled land and ocean regions. Comparisons among stations, satellite remote sensing, and model-based reconstructions must account for their different spatial sampling and exposure. In complex terrain and coastal zones, improving the representation of local circulations and turbulent exchange remains necessary to connect large-scale climate-model projections with site-scale winds. Long records and model ensembles are also needed to distinguish regional forced responses from decadal variability and local land-cover effects. (ipcc.ch)"
    }
  ],
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    "atmosphere-of-earth",
    "pressure",
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  "sources": [
    {
      "title": "Origin of Wind",
      "url": "https://www.noaa.gov/jetstream/synoptic/origin-of-wind"
    },
    {
      "title": "Wind Direction Quick Reference",
      "url": "https://www.eol.ucar.edu/content/wind-direction-quick-reference"
    },
    {
      "title": "Guide to Meteorological Instruments and Methods of Observation",
      "url": "https://www.weather.gov/media/epz/mesonet/CWOP-WMO8.pdf"
    },
    {
      "title": "Weather Terms",
      "url": "https://www.weather.gov/cae/weatherterms.html"
    },
    {
      "title": "Synoptic Meteorology",
      "url": "https://www.noaa.gov/jetstream/synoptic"
    },
    {
      "title": "Parker Solar Probe and the Birth of the Solar Wind",
      "url": "https://www.nasa.gov/solar-system/parker-solar-probe-and-the-birth-of-the-solar-wind/"
    },
    {
      "title": "Constant Pressure vs. Constant Elevation",
      "url": "https://www.noaa.gov/jetstream/upper-air-charts/verses"
    },
    {
      "title": "Wind",
      "url": "https://weather.metoffice.gov.uk/learn-about/weather/types-of-weather/wind"
    },
    {
      "title": "Atmospheric Forces & Winds",
      "url": "https://www.eoas.ubc.ca/books/Practical_Meteorology/prmet102/Ch10-forces_winds-v102.pdf"
    },
    {
      "title": "Lesson 10: Dynamics – Forces",
      "url": "https://courses.ems.psu.edu/meteo300/book/export/html/696"
    },
    {
      "title": "Meteorological Techniques",
      "url": "https://www.weather.gov/media/zhu/ZHU_Training_Page/Met_Tutorials/Meteorological_Techniques.pdf"
    },
    {
      "title": "Prevailing Winds",
      "url": "https://www.weather.gov/source/zhu/ZHU_Training_Page/winds/Wx_Terms/Flight_Environment.htm"
    },
    {
      "title": "Global circulation patterns - Met Office",
      "url": "https://weather.metoffice.gov.uk/learn-about/weather/atmosphere/global-circulation-patterns"
    },
    {
      "title": "Surface Ocean Currents - Currents: NOAA's National Ocean Service Education",
      "url": "https://oceanservice.noaa.gov/education/tutorial_currents/04currents2.html"
    },
    {
      "title": "Global Atmospheric Circulations",
      "url": "https://www.noaa.gov/jetstream/global/global-atmospheric-circulations"
    },
    {
      "title": "Intertropical Convergence Zone (ITCZ) - Met Office",
      "url": "https://weather.metoffice.gov.uk/learn-about/weather/atmosphere/intertropical-convergence-zone"
    },
    {
      "title": "What are the doldrums?",
      "url": "https://oceanservice.noaa.gov/facts/doldrums.html"
    },
    {
      "title": "What are the horse latitudes?",
      "url": "https://oceanservice.noaa.gov/facts/horse-latitudes.html"
    },
    {
      "title": "What are the Roaring Forties?",
      "url": "https://oceanservice.noaa.gov/facts/roaring-forties.html"
    },
    {
      "title": "ATLAS No. 3 -- Northern Hemisphere seasonal variations",
      "url": "https://www.cpc.ncep.noaa.gov/products/precip/atlas3/cont_chp4.html"
    },
    {
      "title": "Thermal wind · Science of the Atmosphere",
      "url": "https://web.ics.purdue.edu/~dchavas/teaching/interactive/thermal-wind.html"
    },
    {
      "title": "The Jet Stream | National Oceanic and Atmospheric Administration",
      "url": "https://www.noaa.gov/jetstream/global/jet-stream?os=vbkn42"
    },
    {
      "title": "Physics Today",
      "url": "https://www.arl.noaa.gov/wp_arl/wp-content/uploads/documents/JournalPDFs/BirnerEtal.PhysicsToday2014.PT_.3.2620.pdf"
    },
    {
      "title": "Entrance of Jet Streaks",
      "url": "https://www.weather.gov/lmk/jet_streaks"
    },
    {
      "title": "Application of Rossby Wave Theory to Diagnosing and Predicting Real-Time Planetary-Scale Regimes Both Observationally and Numerically",
      "url": "https://repository.library.noaa.gov/view/noaa/30313/noaa_30313_DS1.pdf"
    },
    {
      "title": "Longwave Patterns",
      "url": "https://www.weather.gov/source/zhu/ZHU_Training_Page/Miscellaneous/longwave/longwave_patterns.html"
    },
    {
      "title": "What is a Rossby wave?",
      "url": "https://oceanservice.noaa.gov/facts/rossby-wave.html"
    },
    {
      "title": "NOAA's National Weather Service - Glossary",
      "url": "https://forecast.weather.gov/glossary.php?word=jet+stream"
    },
    {
      "title": "THE 300 / 200 MB CHART",
      "url": "https://www.weather.gov/source/zhu/ZHU_Training_Page/winds/JetStream_Stuff/300_200_chart.htm"
    },
    {
      "title": "Monsoons - Met Office",
      "url": "https://weather.metoffice.gov.uk/learn-about/weather/types-of-weather/wind/monsoons"
    },
    {
      "title": "Met Office explains: What are monsoons? - Met Office",
      "url": "https://www.metoffice.gov.uk/blog/2025/met-office-explains-what-are-monsoons"
    },
    {
      "title": "Review of seasonal forecasting in South Asia",
      "url": "https://www.metoffice.gov.uk/binaries/content/assets/metofficegovuk/pdf/business/international/scipsa_review_seasonal_forecasting_south_asia_final.pdf"
    },
    {
      "title": "The Strong Monsoon Signal - Hong Kong Observatory",
      "url": "https://www.hko.gov.hk/en/publica/gen_pub/sms.htm"
    },
    {
      "title": "Sahel climate risk report",
      "url": "https://www.metoffice.gov.uk/binaries/content/assets/metofficegovuk/pdf/services/government/sahel-climate-risk-report-final.pdf"
    },
    {
      "title": "Monsoon - The Bureau of Meteorology",
      "url": "https://www.bom.gov.au/resources/learn-and-explore/climate-knowledge-centre/climate-factors/monsoon"
    },
    {
      "title": "Seasonal prediction of the Indian summer monsoon: science and applications",
      "url": "https://www.ecmwf.int/sites/default/files/elibrary/2013/9480-seasonal-prediction-indian-summer-monsoon-science-and-applications.pdf"
    },
    {
      "title": "Madden–Julian Oscillation - The Bureau of Meteorology",
      "url": "https://www.bom.gov.au/resources/learn-and-explore/climate-knowledge-centre/climate-factors/madden-julian-oscillation"
    },
    {
      "title": "Chapter 10 - Climate Change 2021: The Physical Science Basis",
      "url": "https://www.ipcc.ch/report/ar6/wg1/chapter/chapter-10/"
    },
    {
      "title": "Chapter 8: Water Cycle Changes - Climate Change 2021: The Physical Science Basis",
      "url": "https://www.ipcc.ch/report/ar6/wg1/chapter/chapter-8/?trk=public_post_comment-text"
    },
    {
      "title": "Technical Summary - Climate Change 2021: The Physical Science Basis",
      "url": "https://www.ipcc.ch/report/ar6/wg1/chapter/technical-summary/?trk=public_post_comment-text"
    },
    {
      "title": "The Sea Breeze",
      "url": "https://www.noaa.gov/jetstream/ocean/sea-breeze"
    },
    {
      "title": "Sea-breeze convection technical attachment, 2000-04",
      "url": "https://www.weather.gov/media/gsp/localdat/TechAttachments/ta2000-04.pdf"
    },
    {
      "title": "Sea-breeze convection technical attachment, 2000-04",
      "url": "https://www.weather.gov/media/erh/ta/ta2000-04.pdf"
    },
    {
      "title": "Science - Lake Breezes",
      "url": "https://www.weather.gov/apx/lake_breeze"
    },
    {
      "title": "Daytime Heat Transfer Processes Related to Slope Flows and Turbulent Convection in an Idealized Mountain Valley",
      "url": "https://journals.ametsoc.org/abstract/journals/atsc/67/11/2010jas3428.1.xml"
    },
    {
      "title": "Mechanisms of Up-Valley Winds",
      "url": "https://journals.ametsoc.org/view/journals/atsc/61/24/jas-3354.1.xml"
    },
    {
      "title": "Mechanisms of Along-Valley Winds and Heat Exchange over Mountainous Terrain",
      "url": "https://journals.ametsoc.org/abstract/journals/atsc/67/9/2010jas3473.1.xml"
    },
    {
      "title": "WESTERN REGION TECHNICAL ATTACHMENT",
      "url": "https://www.weather.gov/media/wrh/online_publications/TAs/ta9917.pdf"
    },
    {
      "title": "What are Lee Waves? - Met Office",
      "url": "https://weather.metoffice.gov.uk/learn-about/weather/types-of-weather/wind/lee-waves"
    },
    {
      "title": "Foehn effect - Met Office",
      "url": "https://weather.metoffice.gov.uk/learn-about/weather/types-of-weather/wind/foehn-effect"
    },
    {
      "title": "Winds of the world - Met Office",
      "url": "https://weather.metoffice.gov.uk/learn-about/weather/types-of-weather/wind/wind-names"
    },
    {
      "title": "A National Temperature Record at Loma, Montana",
      "url": "https://www.ncdc.noaa.gov/monitoring-content/extremes/ncec/reports/lomamontana.pdf"
    },
    {
      "title": "Aviation Weather Handbook, FAA-H-8083-28",
      "url": "https://www.faa.gov/sites/faa.gov/files/FAA-H-8083-28_FAA_Web.pdf"
    },
    {
      "title": "Retour d’est or extended Bora flow along Po Valley",
      "url": "https://user.eumetsat.int/resources/case-studies/retour-d-est-or-extended-bora-flow-along-po-valley"
    },
    {
      "title": "NOAA Technical Memorandum NWS WR-256",
      "url": "https://www.weather.gov/media/wrh/online_publications/TMs/TM-256.pdf"
    },
    {
      "title": "The Weather Guide",
      "url": "https://www.weather.gov/media/sgx/documents/The_Weather_Guide.pdf"
    },
    {
      "title": "March of the Harmattan - NASA Science",
      "url": "https://science.nasa.gov/earth/earth-observatory/march-of-the-harmattan/"
    },
    {
      "title": "The atmospheric boundary layer - Met Office",
      "url": "https://www.metoffice.gov.uk/research/foundation/parametrizations/boundary-layer"
    },
    {
      "title": "Calculation of roughness length and displacement height",
      "url": "https://www.eol.ucar.edu/content/calculation-roughness-length-and-displacement-height"
    },
    {
      "title": "Sea-surface roughness and drag coefficient as function of neutral wind speed",
      "url": "https://www.ecmwf.int/en/elibrary/74797-sea-surface-roughness-and-drag-coefficient-function-neutral-wind-speed"
    },
    {
      "title": "Turbulence",
      "url": "https://www.weather.gov/source/zhu/ZHU_Training_Page/turbulence_stuff/turbulence/turbulence.htm?lv=true"
    },
    {
      "title": "National Weather Digest: Wind Shear Tutorial",
      "url": "https://www.weather.gov/media/zhu/ZHU_Training_Page/llws/windshear_tutorial/windshear_tutorial.pdf"
    },
    {
      "title": "NOAA's National Weather Service - Glossary: Turbulence",
      "url": "https://forecast.weather.gov/glossary.php?word=TURBULENCE"
    },
    {
      "title": "NOAA's National Weather Service - Glossary: Shear",
      "url": "https://forecast.weather.gov/glossary.php?word=shear"
    },
    {
      "title": "The Low Level Jet",
      "url": "https://www.weather.gov/source/zhu/ZHU_Training_Page/Miscellaneous/lowleveljet/lowleveljet.html"
    },
    {
      "title": "A Simple Analytical Model of the Nocturnal Low-Level Jet over the Great Plains of the United States",
      "url": "https://journals.ametsoc.org/view/journals/atsc/71/10/jas-d-14-0060.1.xml"
    },
    {
      "title": "A 1D Theoretical Analysis of Northerly Low-Level Jets over the Great Plains",
      "url": "https://repository.library.noaa.gov/view/noaa/69289"
    },
    {
      "title": "Review of atmospheric turbulence over cities",
      "url": "https://library.metoffice.gov.uk/portal/Default/en-GB/RecordView/Index/487236"
    },
    {
      "title": "What is a sting jet? - Met Office",
      "url": "https://weather.metoffice.gov.uk/learn-about/weather/types-of-weather/wind/sting-jet"
    },
    {
      "title": "Tropical Cyclone Structure",
      "url": "https://www.noaa.gov/jetstream/tropical/tropical-cyclone-introduction/tropical-cyclone-structure"
    },
    {
      "title": "TCFAQ D6) Why are the strongest winds in a hurricane typically on the right side of the storm?",
      "url": "https://www.aoml.noaa.gov/hrd/tcfaq/D6.html"
    },
    {
      "title": "Downbursts",
      "url": "https://www.weather.gov/ohx/downbursts"
    },
    {
      "title": "How Do Downbursts Form?",
      "url": "https://www.weather.gov/lmk/downburst?trk=public_post_comment-text"
    },
    {
      "title": "Weather Spotter’s Field Guide - Types of Thunderstorms",
      "url": "https://www.weather.gov/spotterguide/types"
    },
    {
      "title": "Weather Hazards - Downbursts",
      "url": "https://www.weather.gov/ffc/dburst"
    },
    {
      "title": "Thunderstorm Hazards - Damaging Wind",
      "url": "https://www.noaa.gov/jetstream/wind_damage"
    },
    {
      "title": "What is a waterspout?",
      "url": "https://oceanservice.noaa.gov/facts/waterspout.html?os=0"
    },
    {
      "title": "Squall Line/Bow Echo/QLCS",
      "url": "https://www.weather.gov/lmk/squallbow"
    },
    {
      "title": "Derecho",
      "url": "https://www.weather.gov/lmk/derecho"
    },
    {
      "title": "August 10, 2020: Corn Belt Derecho",
      "url": "https://www.weather.gov/lot/2020aug10"
    },
    {
      "title": "How we measure wind - Met Office",
      "url": "https://weather.metoffice.gov.uk/guides/observations/how-we-measure-wind"
    },
    {
      "title": "AC 135-45",
      "url": "https://www.faa.gov/documentLibrary/media/Advisory_Circular/AC_135-45_FAA_Web.pdf"
    },
    {
      "title": "Citizen Weather Observer Program Official Guide",
      "url": "https://www.weather.gov/media/epz/mesonet/CWOP-OfficialGuide.pdf"
    },
    {
      "title": "Radiosondes",
      "url": "https://www.noaa.gov/jetstream/upperair/radiosondes"
    },
    {
      "title": "Aircraft-based observations",
      "url": "https://wmo.int/activities/aircraft-based-observations"
    },
    {
      "title": "Global Observing System (GOS)",
      "url": "https://wmo.int/activities/global-observing-system-gos/global-observing-system-gos"
    },
    {
      "title": "PSL Wind Profiling Instruments",
      "url": "https://psl.noaa.gov/data/obs/instruments/WindProfilerDescription.html"
    },
    {
      "title": "Atmospheric Motion Vectors: Best Practice Guide",
      "url": "https://cwg.eumetsat.int/res/pdf/BP-EUMETSAT_20140612.pdf"
    },
    {
      "title": "Study of Atmospheric Motion Vector speed biases in the tropics",
      "url": "https://www.eumetsat.int/Tropical-AMVs"
    },
    {
      "title": "Scatterometer",
      "url": "https://nwp-saf.eumetsat.int/site/software/scatterometer/"
    },
    {
      "title": "CHART COMPARISON",
      "url": "https://www.weather.gov/source/zhu/ZHU_Training_Page/Miscellaneous/chart_comparison/chart_comparison.htm"
    },
    {
      "title": "Integrated Forecasting System",
      "url": "https://www.ecmwf.int/en/forecasts/documentation-and-support/changes-ecmwf-model"
    },
    {
      "title": "Data assimilation",
      "url": "https://www.ecmwf.int/en/research/data-assimilation"
    },
    {
      "title": "Numerical weather prediction models - Met Office",
      "url": "https://www.metoffice.gov.uk/research/approach/modelling-systems/unified-model/weather-forecasting"
    },
    {
      "title": "Section 9.3 Surface wind - Forecast User Guide",
      "url": "https://confluence.ecmwf.int/spaces/FUG/pages/673551686/Section%2B9.3%2BSurface%2Bwind"
    },
    {
      "title": "Probabilistic wind speed forecasting on a grid based on ensemble model output statistics",
      "url": "https://arxiv.org/abs/1511.02001"
    },
    {
      "title": "Part IV: Physical Processes",
      "url": "https://www.ecmwf.int/sites/default/files/elibrary/2017/80320-ifs-documentation-cy43r3-part-iv-physical-processes_1.pdf"
    },
    {
      "title": "National Forecast Maps",
      "url": "https://www.weather.gov/forecastmaps"
    },
    {
      "title": "Verifying high-resolution forecasts",
      "url": "https://www.ecmwf.int/en/about/media-centre/science-blog/2023/verifying-high-resolution-forecasts"
    },
    {
      "title": "WMO Climatological Normals",
      "url": "https://community.wmo.int/site/knowledge-hub/programmes-and-initiatives/climate-services/wmo-climatological-normals"
    },
    {
      "title": "Monthly Wind Direction Roses",
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    },
    {
      "title": "July 2017 Weather Digest",
      "url": "https://www.weather.gov/media/epz/climat/2017JULPDFDigest.pdf"
    },
    {
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      "url": "https://repository.library.noaa.gov/view/noaa/49337/noaa_49337_DS1.pdf"
    },
    {
      "title": "Flux Documentation | Ocean Climate Stations",
      "url": "https://pmel.noaa.gov/ocs/flux-documentation"
    },
    {
      "title": "New study directly quantifies air-sea momentum exchange in hurricane force winds for the first time",
      "url": "https://www.aoml.noaa.gov/new-study-directly-quantifies-air-sea-momentum-exchange-in-hurricane-force-winds-for-the-first-time/"
    },
    {
      "title": "Waves - Currents: NOAA's National Ocean Service Education",
      "url": "https://oceanservice.noaa.gov/education/tutorial_currents/03coastal1.html"
    },
    {
      "title": "NOAA's National Weather Service - Glossary",
      "url": "https://forecast.weather.gov/glossary.php?word=swell"
    },
    {
      "title": "Ships Synoptic Code and Observing Methods",
      "url": "https://www.weather.gov/media/safety/ObservingHandbook1_2010_508_compliant.pdf"
    },
    {
      "title": "Why does the ocean have waves?",
      "url": "https://oceanservice.noaa.gov/facts/wavesinocean.html"
    },
    {
      "title": "The Ekman Spiral - Currents: NOAA's National Ocean Service Education",
      "url": "https://oceanservice.noaa.gov/education/tutorial_currents/04currents4.html"
    },
    {
      "title": "Ekman transport",
      "url": "https://en.wikipedia.org/wiki/Ekman_transport"
    },
    {
      "title": "What is upwelling?",
      "url": "https://oceanservice.noaa.gov/facts/upwelling.html?os=vbkn42tqhopmkbextc"
    },
    {
      "title": "Observations of the Precipitation-Evaporation Balance in Northern Florida Bay",
      "url": "https://www.aoml.noaa.gov/flbay/98ab_smith.html"
    },
    {
      "title": "On the Variability of Winds, SST, and Surface Layer Heat Content",
      "url": "https://www.pmel.noaa.gov/pubs/outstand/mcph1166/wind.shtml"
    },
    {
      "title": "Monitoring Aeolian Features and Processes",
      "url": "https://www.nps.gov/articles/aeolian.htm"
    },
    {
      "title": "Wind Erosion and Dust Emissions on the Colorado Plateau",
      "url": "https://www.usgs.gov/centers/southwest-biological-science-center/science/wind-erosion-and-dust-emissions-colorado?page=0"
    },
    {
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      "url": "https://www.nrcs.usda.gov/sites/default/files/2022-12/WEPS-Technical-Documentation-p272.pdf"
    },
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      "title": "Eolian Processes",
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    },
    {
      "title": "Aeolian (Dunes) Landforms",
      "url": "https://home.nps.gov/subjects/geology/aeolian-landforms.htm"
    },
    {
      "title": "Wind Erosion Prediction System",
      "url": "https://www.nrcs.usda.gov/resources/tech-tools/wind-erosion-prediction-system"
    },
    {
      "title": "Desertification",
      "url": "https://pubs.usgs.gov/gip/deserts/desertification/"
    },
    {
      "title": "The Woody Plant Seed Manual",
      "url": "https://www.fs.usda.gov/rm/pubs_series/wo/wo_ah727.pdf"
    },
    {
      "title": "Sugar Maple | Silvics of North America",
      "url": "https://research.fs.usda.gov/silvics/sugar-maple"
    },
    {
      "title": "A separated vortex ring underlies the flight of the dandelion",
      "url": "https://www.nature.com/articles/s41586-018-0604-2"
    },
    {
      "title": "Understanding how bird migration behaviors differ in tropical climates",
      "url": "https://biologicalsciences.uchicago.edu/news/understanding-how-bird-migration-behaviors-differ-tropical-climates"
    },
    {
      "title": "Mass seasonal bioflows of high-flying insect migrants.",
      "url": "https://ore.exeter.ac.uk/repository/handle/10871/25530"
    },
    {
      "title": "United States Department of Agriculture, Forest Service, General Technical Report PNW-GTR-229",
      "url": "https://www.fs.usda.gov/pnw/pubs/pnw_gtr229.pdf"
    },
    {
      "title": "Unveiling dynamic changes in the diurnal microclimate of a Buxus sempervirens with non-intrusive imaging of flow field, leaf temperature, and plant microstructure",
      "url": "https://arxiv.org/abs/1903.02283"
    },
    {
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      "url": "https://www.eia.gov/energyexplained/wind/history-of-wind-power.php"
    },
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      "url": "https://www.energy.gov/cmei/systems/windexchange/small-wind-guidebook"
    },
    {
      "title": "How Do Wind Turbines Survive Severe Weather and Storms? | Department of Energy",
      "url": "https://www.energy.gov/cmei/wind/articles/how-do-wind-turbines-survive-severe-weather-and-storms?nrg_redirect=465731"
    },
    {
      "title": "How Do Wind Turbines Work? | Department of Energy",
      "url": "https://www.energy.gov/cmei/systems/how-do-wind-turbines-work"
    },
    {
      "title": "How a Wind Turbine Works | Department of Energy",
      "url": "https://www.energy.gov/articles/how-wind-turbine-works"
    },
    {
      "title": "What Is Wind Energy? | Department of Energy",
      "url": "https://www.energy.gov/cmei/systems/windexchange/what-wind-energy"
    },
    {
      "title": "Dynamic Pressure | Glenn Research Center | NASA",
      "url": "https://www1.grc.nasa.gov/beginners-guide-to-aeronautics/dynamic-pressure-2/"
    },
    {
      "title": "Turbulent flow over a house in a simulated hurricane boundary layer",
      "url": "https://arxiv.org/abs/0910.3219"
    },
    {
      "title": "Coastal Construction",
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    },
    {
      "title": "Home Builder’s Guide",
      "url": "https://www.fema.gov/sites/default/files/2020-08/fema499_2010_edition.pdf"
    },
    {
      "title": "Tacoma Narrows Bridge history - Bridge - Lessons from failure",
      "url": "https://wsdot.wa.gov/TNBhistory/bridges-failure.htm"
    },
    {
      "title": "Tacoma Narrows Bridge history - Community connections - Collapse",
      "url": "https://www.wsdot.wa.gov/TNBhistory/collapse.htm"
    },
    {
      "title": "Tacoma Narrows Bridge history - Bridge - Aftermath",
      "url": "https://www.wsdot.wa.gov/TNBHistory/bridges-aftermath.htm"
    },
    {
      "title": "Hurricane Preparedness - Hazards",
      "url": "https://www.nhc.noaa.gov/prepare/hazards.php"
    },
    {
      "title": "AC 00-6B - Aviation Weather",
      "url": "https://www.faa.gov/documentLibrary/media/Advisory_Circular/AC_00-6B.pdf"
    },
    {
      "title": "Chapter 7. Safety of Flight",
      "url": "https://www.faa.gov/air_traffic/publications/atpubs/aim_html/chap7_section_1.html"
    },
    {
      "title": "The Tower of the Winds",
      "url": "https://www.thisisathens.org/antiquities/tower-winds"
    },
    {
      "title": "The Internet Classics Archive: Meteorology by Aristotle, Book II",
      "url": "https://classics.mit.edu/Aristotle/meteorology.2.ii.html"
    },
    {
      "title": "What are the trade winds?",
      "url": "https://oceanservice.noaa.gov/facts/tradewinds.html?os=tmb"
    },
    {
      "title": "Museo Galileo: Banderuole e anemometri",
      "url": "https://catalogo.museogalileo.it/multimedia/BanderuoleAnemometriBis.html"
    },
    {
      "title": "USDA Forest Service General Technical Report PNW-GTR-716",
      "url": "https://www.fs.usda.gov/pnw/pubs/pnw_gtr716.pdf"
    },
    {
      "title": "JetStream Max: Wind and Sea Scales",
      "url": "https://www.noaa.gov/jetstream/ocean/waves/jetstream-max-wind-and-sea-scales"
    },
    {
      "title": "Our history",
      "url": "https://www.metoffice.gov.uk/about-us/who-we-are/our-history"
    },
    {
      "title": "Met Office history and timeline",
      "url": "https://www.metoffice.gov.uk/api/assets/file/factsheet_21-met-office-history-and-timeline_2024pdf?prefix=assets"
    },
    {
      "title": "Chapter 2: Changing State of the Climate System",
      "url": "https://www.ipcc.ch/report/ar6/wg1/chapter/chapter-2/"
    },
    {
      "title": "A reversal in global terrestrial stilling and its implications for wind energy production",
      "url": "https://www.nature.com/articles/s41558-019-0622-6"
    },
    {
      "title": "A reversal in global terrestrial stilling and its implications for wind energy production",
      "url": "https://www.abralliance.org/wp-content/uploads/2019/11/Reversal-in-global-terrestrial-stilling-and-its-implications-for-wind-energy-production-Nature-Climate-Change-11-18-19.pdf"
    },
    {
      "title": "Chapter 12: Climate Change Information for Regional Impact and for Risk Assessment",
      "url": "https://www.ipcc.ch/report/ar6/wg1/chapter/chapter-12/"
    },
    {
      "title": "IPCC AR6 Working Group 1: Technical Summary",
      "url": "https://www.ipcc.ch/report/ar6/wg1/chapter/technical-summary/"
    },
    {
      "title": "Chapter 4",
      "url": "https://www.ipcc.ch/report/ar6/wg1/chapter/chapter-4/?trk=public_post_comment-text"
    },
    {
      "title": "Chapter 11: Weather and Climate Extreme Events in a Changing Climate",
      "url": "https://www.ipcc.ch/report/ar6/wg1/chapter/chapter-11/?os=ioxa42gdub"
    },
    {
      "title": "Assessing Your Renewable Energy Resources",
      "url": "https://www.energy.gov/documents/28assessingresourcespdf"
    },
    {
      "title": "Maps and Data",
      "url": "https://www.energy.gov/windexchange/maps"
    },
    {
      "title": "Wind Resource Assessment and Characterization",
      "url": "https://www.energy.gov/cmei/systems/wind-resource-assessment-and-characterization"
    }
  ],
  "license": "https://creativecommons.org/licenses/by/4.0/"
}