Water Vapor in the Air How do we compute the dewpoint temperature, the relative humidity, or the temperature of a rising air parcel inside a cloud? Here we investigate parameters that describe water in our atmosphere Thermodynamics M. D. Eastin Water Vapor in the Air Outline: Review of the Clausius-Clapeyron Equation Review of our Atmosphere as a System Basic parameters that describe moist air Definitions Application: Use of Skew-T Diagrams Parameters that describe atmospheric processes for moist air Isobaric Cooling Adiabatic – Isobaric processes Adiabatic expansion (or compression) Unsaturated Saturated Application: Use of Skew-T Diagrams Additional useful parameters Summary Thermodynamics M. D. Eastin Review of Clausius-Clapeyron Equation Basic Idea: p (mb) • Provides the mathematical relationship (i.e., the equation) that describes any equilibrium state of water as a function of temperature and pressure. • Accounts for phase changes at each equilibrium state (each temperature) C 221000 Liquid Solid 1013 6.11 T Vapor P (mb) Vapor esw 100 374 T (ºC) T Liquid Liquid and Vapor Thermodynamics 0 Sections of the P-V and P-T diagrams for which the Clausius-Clapeyron equation is derived in the following slides V M. D. Eastin Review of Clausius-Clapeyron Equation Mathematical Representation: p (mb) • Application of the Carnot Cycle… C 221000 dp s l dT TΔ Liquid Solid 1013 where: T = l = dps = dT = Δα = Temperature of the system Latent heat for given phase change Change in system pressure at saturation Change in system temperature Change in specific volumes between the two phases 6.11 T Vapor 0 de sw lv dT Tα v α w Thermodynamics de si ls dT Tα v α i 100 374 T (ºC) dp wi lf dT Tα w αi M. D. Eastin Review of Clausius-Clapeyron Equation Computing saturation vapor pressure for a given temperature: Version #1: Assumes constant latent heat of vaporization (lv = constant) Less accurate at extreme temperatures lv 1 1 esw (mb) 6.11 exp R v 273.15 T (K) Version #2: Accounts for temperature dependence of the latent heat [lv(T)] Most accurate across the widest range of temperatures 6808 esw (mb) 6.11 exp53.49 5.09lnT ( K ) T (K ) Thermodynamics M. D. Eastin Review of Systems • Our atmosphere is a heterogeneous closed system consisting of multiple sub-systems • We will now begin to account for the entire system… Dry Air (gas) pd, T, ρd, md, Rd Liquid Water pw, T, ρw, mw Open sub-system Water Vapor e, T, ρv, mv, Rv Open sub-system Closed sub-system Energy Exchange Mass Exchange Thermodynamics Ice Water pi, T, ρi, mi Open sub-system M. D. Eastin Moist Air Parameters Our Approach: • Apply what we have learned thus far: • Learn how to compute: Equation of State First Law of Thermodynamics Second Law of Thermodynamics Phase and Latent Heats of water Clausius-Clapeyron Equation Basic parameters that describe moist air Each parameter using standard observations and/or thermodynamic diagrams (Skew-Ts) What do we regularly observe? Total Pressure (p) Temperature (T) Dewpoint Temperature (Td) or Relative Humidity (r) Thermodynamics M. D. Eastin Basic Moisture Parameters 1. Equations of State for Dry Air and Water Vapor: • Water vapor in our atmosphere behaves like an Ideal Gas • Ideal Gas → equilibrium state between Pressure, Volume, and Temperature • Recall: Water vapor has its own Ideal Gas Law Dry Air (N2 and O2) Water Vapor (H2O) pd ρd R d T e ρ v R vT pd = Partial pressure of dry air ρd = Density of dry air T = Temperature of dry air Rd = Gas constant for dry air ( Based on the mean molecular weights ) ( of the constituents in dry air ) = 287 J / kg K Thermodynamics e = Partial pressure of water vapor (called vapor pressure) ρv = Density of water vapor (called vapor density) T = Temperature of water vapor Rv = Gas constant for water vapor ( Based on the mean molecular weights ) ( of the constituents in water vapor ) = 461 J / kg K M. D. Eastin Basic Moisture Parameters 2. Mixing Ratio (w): Definition: Mass of water vapor per unit mass of dry air: mv ρv w md ρd We can use the Equation of States for dry air and water vapor with Dalton’s Law of partial pressures to place mixing ratio into variables we either observe or can calculate from observations: pd ρd R d T e ρ v R vT Rd e w Rv p e How do we find “e” from observations? p pd e Thermodynamics M. D. Eastin Basic Moisture Parameters 2. Mixing Ratio (w): How do we find “e”? Our integrated Clausius-Clapeyron equation Use Td in place of T to find the vapor pressure (e) lv 1 1 e 6.11 exp R v 273.15 Td where: e has units of mb Td has units of K Needed Information for Computation: Rd e w Rv p e Thermodynamics Observed variables: Computed variables: Physical Constants: Units: p, Td e Rd, Rv, lv g/kg M. D. Eastin Basic Moisture Parameters 3. Saturation Mixing Ratio (w sw): Definition: Mass of water vapor per unit mass of dry air at saturation Can be interpreted as the amount of water vapor an air parcel would contain at a given temperature and pressure if the parcel was at saturation (with respect to liquid water) w sw w sw Thermodynamics mv ρv md ρd R d esw R v p esw How do we find “esw” from observations? M. D. Eastin Basic Moisture Parameters 3. Saturation Mixing Ratio (w sw): How do we find “esw”? Our integrated Clausius-Clapeyron equation Use T to find the saturation vapor pressure (esw) esw lv 1 1 6.11 exp R v 273.15 T where: esw has units of mb T has units of K Needed Information for Computation: w sw Thermodynamics R d esw R v p esw Observed variables: Computed variables: Physical Constants: Units: p, T esw Rd, Rv, lv g/kg M. D. Eastin Basic Moisture Parameters 4. Specific Humidity (q): Definition: Mass of water vapor per unit mass of moist air: m ρ q v v m ρ where: m md mv d v It is closely related to mixing ratio (w): w q 1 w q w 1 q Since both q << 1 and w << 1 in our atmosphere, we often assume qw Thermodynamics M. D. Eastin Basic Moisture Parameters 5. Relative Humidity (r): Definition: The ratio (or percentage) of water vapor mass in a moist air parcel to the water vapor mass the parcel would have if it was saturated with respect to liquid water mv r m vsw Using the Ideal Gas laws for dry and moist air: e r e sw Note: Thermodynamics How do we find “e” and “esw” from observations? w r w sw M. D. Eastin Basic Moisture Parameters 5. Relative Humidity (r): Finding “e” and “esw”: lv 1 1 e 6.11 exp R v 273.15 Td esw where: lv 1 1 6.11 exp R v 273.15 T e and esw have units of mb Td and T has units of K Needed Information for Computation: r Thermodynamics e e sw Observed variables: Computed variables: Physical Constants: Units: T d, T e, esw lv, Rv % M. D. Eastin Skew-T Log-P Diagram Pressure (200 mb) Thermodynamics M. D. Eastin The Skew-T Log-P Diagram w sw R d esw R v p esw w sw (p,T ) The lines of constant saturation mixing ratio are also skewed toward the upper left These lines are always dashed and straight, but may vary in color Our Version: Pink dashed Lines Thermodynamics M. D. Eastin Application: The Skew-T Diagram Example: Typical surface observations at the Charlotte-Douglas airport in March: p = 1000 mb T = 25ºC Td = 16ºC Find the following using a Skew-T Diagram: Saturation Mixing Ratio (wsw) Mixing Ratio (w) Specific Humidity (q) Relative Humidity (r) Thermodynamics M. D. Eastin Application: The Skew-T Diagram Given: p = 1000 mb T = 25°C Td =16°C Saturation Mixing Ratio: w sw R d esw R v p esw w sw (p,T ) 1. Place a large dot at the location that corresponds to (p, T) 2. Obtain value for wsw from the saturation mixing ratio line that corresponds to (p, T) wsw = 22 g/kg P = 1000 mb Thermodynamics T = 25°C M. D. Eastin Application: The Skew-T Diagram Given: p = 1000 mb T = 25°C Td =16°C Mixing Ratio: Specific Humidity: w Rd e Rv p e w (p,Td ) q w 1 w 1. Place a large dot at the location that corresponds to (p, Td) 2. Obtain value for w from the saturation mixing ratio line that corresponds to (p, Td) 3. Compute q using the w value → 0.0123 / (1 + 0.0123) w = 12.3 g/kg q = 12.2 g/kg P = 1000 mb Thermodynamics Td = 16°C M. D. Eastin Application: The Skew-T Diagram Given: p = 1000 mb T = 25°C Td =16°C Relative Humidity: r e e sw r w w sw r (p,T ,Td ) 1. Place a large dot at the location that corresponds to (p, Td) 2. Place a large dot at the location that corresponds to (p, T) 3. Obtain value for w and wsw from the saturation mixing ratio lines that corresponds to Td and T, respectively 4. Compute r → 0.0123 / 0.022 r = 56% w = 12.3 g/kg wsw = 22 g/kg P = 1000 mb Thermodynamics Td = 16°C T = 25°C M. D. Eastin Moist Air Parameters during Processes Our Approach: • Examine the following: Isobaric processes (occurring at the surface) Processes involving ascent → Unsaturated → Saturated • Learn how to compute: Parameters that are conserved during typical atmospheric processes (isobaric, adiabatic) Each parameter using standard observations and/or thermodynamic diagrams (Skew-Ts) What do we regularly observe? Total Pressure (p) Temperature (T) Dewpoint Temperature (Td) or Relative Humidity (r) Thermodynamics M. D. Eastin Moist Air Parameters during Processes Isobaric Cooling: Dew Point Temperature (Td) Definition: Temperature at which saturation (with respect to liquid water) is reached when an unsaturated moist air parcel is cooled at constant pressure • Parcel is a closed system Temperature Cools: T1 → T2 • Mass of water vapor and dry air are constant • Total pressure (p) constant • Vapor pressure (e) constant • Mixing ratio (w) constant • Saturation vapor pressure (esw) and saturation mixing ratio (wsw) change since they are both functions of the temperature Thermodynamics Vapor pressure • Isobaric transformation esw(T) esw1 Td esw2 e T2 T1 Temperature M. D. Eastin Moist Air Parameters during Processes Isobaric Cooling: Dew Point Temperature (Td) • Such a process regularly occurs • Radiational cooling near surface • Often occurs at night (no solar heating) • Can occur at ground level (dew) or through a layer (fog) Thermodynamics M. D. Eastin Moist Air Parameters during Processes Isobaric Cooling: Dew Point Temperature (Td) T Td T Rv 1 ln r lv Obtained by integrating the Clausius-Clapeyron equation between our initial [esw = esw(T1), T = T1] and final [esw = e, T = T2] states, solving for T2, and setting T1 = T, e/esw = r, and T2 = Td (see your text) Needed Information for Computation: Observed variables: Computed variables: Physical Constants: Units: Thermodynamics T, r ----Rv, lv K M. D. Eastin Application: The Skew-T Diagram Given: p = 1000 mb T = 25°C r = 56% Dew Point Temperature: Td (p,T ,r) r w w sw 1. Place a large dot at the location that corresponds to (p, T) 2. Obtain value for wsw from the saturation mixing ratio line that corresponds to (p, T) 3. Compute w using r and wsw → 0.56(0.022) 4. The Td value is the temperature at (p, w) r = 56% w = 12.3 g/kg P = 1000 mb Thermodynamics Td = 16°C wsw = 22 g/kg T = 25°C M. D. Eastin Moist Air Parameters during Processes Adiabatic Isobaric Process: Wet-Bulb Temperature (Tw) Definition: Temperature at which saturation (with respect to liquid water) is reached when an unsaturated moist air parcel is cooled by the evaporation of liquid water lv Tw T w w sw cp where: wsw is the saturation mixing ratio at Tw w is the mixing ratio at Td Important See your text for the full derivation… Needed Information for Computation: • Can not be mathematically solved for without iteration • Easiest to solve for graphically on a Skew-T diagram Thermodynamics M. D. Eastin Moist Air Parameters during Processes Adiabatic Isobaric Process: Wet-Bulb Temperature (Tw) • Such a process regularly occurs • Evaporational cooling occurs near the surface during light rain • The temperature often feels colder when its raining → It is! Thermodynamics M. D. Eastin Application: The Skew-T Diagram Given: p = 1000 mb T = 25ºC Td = 6ºC Wet-bulb Temperature (Tw): 1. Place a large dot at the location that corresponds to (p, Td) 2. Place a large dot at the location that corresponds to (p, T) 3. Draw a line from (p, Td) upward along a saturation mixing ratio line 4. Draw a line from (p, T) upward along a dry adiabat 5. From the intersection point of the two lines, draw another line downward along a pseudo-adiabat to the original pressure (p) 6. The Tw is the resulting temperature at that pressure Tw = 14ºC P = 1000 mb Thermodynamics Td = 6°C T = 25°C M. D. Eastin In Class Activity Calculations: Observations from this morning at CLT: p = 1000 mb T = 8.3ºC Td = 2.8ºC Compute: w, q, wsw, r Skew-T Practice: Observations from yesterday afternoon as CLT: Graphically estimate: p = 1000 mb T = 13.5ºC r = 32% Td, Tw Write your answers on a sheet of paper and turn in by the end of class… Thermodynamics M. D. Eastin Moist Air Parameters during Processes Adiabatic Expansion (or Compression): Moist Potential Temperature (θm) Definition: Temperature an unsaturated moist air parcel would have if it were to expand or compress from (p, T) to the 1000 mb level 1000 θ m T p Rd (1 0.26q) cp Needed Information for Computation: Observed variables: Computed variables: Physical Constants: Units: Thermodynamics p, T, Td (or r) e, w, q (also esw if using r) cp, Rd, Rv, lv K M. D. Eastin Moist Air Parameters during Processes Adiabatic Expansion (or Compression): Moist Potential Temperature (θm) Note: Since q << 1 in our atmosphere, the difference between the moist potential temperature (θm) and the dry potential temperature (θ) is extremely small 1000 θ m T p Therefore: Rd (1 0.26q) cp The two are essentially equal: 1000 θ T p Rd cp θm θ The moist potential temperature (θm) is rarely used in practice Rather, the dry potential temperature (θ) is used Thermodynamics M. D. Eastin Moist Air Parameters during Processes Reaching Saturation by Adiabatic Ascent: • An unsaturated air parcel that rises adiabatically will cool via expansion • During the parcel’s ascent the following occurs: • Potential temperature remains constant • Moisture content (w or q) remains constant • Saturation vapor pressure (esw) decreases • Saturation mixing ratio (wsw) decreases • Relative humidity (r) increases w r w sw Eventually: Relative humidity will reach 100% and saturation occurs Condensation must take place to maintain the equilibrium Lifting Condensation Level (LCL): Definition: Level were an ascending unsaturated moist air parcel first achieves saturation due to adiabatic cooling and condensation begins to occur Thermodynamics M. D. Eastin Moist Air Parameters during Processes Reaching Saturation by Adiabatic Ascent: Where is the typical Lifting Condensation Level (LCL)? Cloud Base LCL Rising unsaturated parcels cool to saturation Thermodynamics M. D. Eastin Moist Air Parameters during Processes Temperature at the Lifting Condensation Level (TLCL): Definition: Temperature at which an ascending unsaturated moist air parcel first achieves saturation due to adiabatic cooling and condensation begins to occur TLCL 1 55 1 ln r T 55 2840 See your text for the full derivation… Needed Information for Computation: Observed variables: Computed variables: Physical Constants: Units: Thermodynamics T, r (or Td) ----- (e, esw if using Td) ----K M. D. Eastin Application: The Skew-T Diagram Given: p = 1000 mb T = 25ºC Td = 6ºC Temperature of the Lifting Condensation Level (TLCL): 1. Place a large dot at the location that corresponds to (p, Td) 2. Place a large dot at the location that corresponds to (p, T) 3. Draw a line from (p, Td) upward along a saturation mixing ratio line 4. Draw a line from (p, T) upward along a dry adiabat 5. The TLCL is found at the intersection point of the two lines 6. The corresponding pressure pLCL also defines the LCL TLCL = 2ºC PLCL = 740 mb P = 1000 mb Thermodynamics Td = 6°C T = 25°C M. D. Eastin Moist Air Parameters during Processes Saturated (Moist) Adiabatic Ascent: Once saturation is achieved (at the LCL), further ascent produces additional cooling (adiabatic expansion) and condensation must occur Cloud drops begin to form! Two Extreme Possibilities: 1. Condensation Remains All liquid water stays with the rising air parcel Implies no precipitation • Closed system → no mass exchanged with environment • Adiabatic → no heat exchanged with environment • Reversible process → if the parcel descends, drops evaporate • Implies no entrainment mixing Thermodynamics M. D. Eastin Moist Air Parameters during Processes Saturated (Moist) Adiabatic Ascent: Once saturation is achieved (at the LCL), further ascent produces additional cooling (adiabatic expansion) and condensation must occur Cloud drops begin to form! Two Extreme Possibilities: 2. Condensation is Removed All condensed water falls out of rising air parcel Parcel always consists of only dry air and water vapor Implies heavy precipitation and no cloud drops • Open system → Condensed water mass removed from system → Irreversible process • Pseudo-adiabatic → No heat exchanged with environment → No dry air mass exchanged → No water vapor exchanged • Implies no entrainment mixing Thermodynamics M. D. Eastin Moist Air Parameters during Processes Saturated (Moist) Adiabatic Ascent: Clouds with no precipitation • Shallow • No loss of condensed water • Experience some entrainment • Ascent is almost reversible Thermodynamics Which one occurs in reality? Clouds with precipitation • Shallow or Deep • Loss of condensed water • Experience some entrainment • Ascent is almost pseudo-adiabatic M. D. Eastin Moist Air Parameters during Processes Reversible Equivalent Potential Temperature (θe): Definition: Temperature an unsaturated moist parcel would have if it: • Dry adiabatically ascends to saturation (to its LCL) • Moist adiabatically ascends until all water vapor was condensed and retained within the parcel • Dry adiabatically descends to 1000 mb 1000 θ e TLCL p R d (c p w t c w ) where: w t mv mw md lv w exp c p w t c w TLCL Important Needed Information for Computation: • Difficult to compute for since mw is unknown • Can be computed if mw is observed (e.g. by radar) or estimated Thermodynamics Cannot be determined on a Skew-T diagram M. D. Eastin Moist Air Parameters during Processes Pseudo-Adiabatic Equivalent Potential Temperature (θe): Definition: Temperature an unsaturated moist parcel would have if it: • Dry adiabatically ascends to saturation (to its LCL) • Moist adiabatically ascends until all water vapor was condensed and falls out of the parcel • Dry adiabatically descends to 1000 mb 1000 θ ep T p 0.285 (1 0.28w) 3376 exp w 1 0.81w 2.54 TLCL Needed Information for Computation: Observed variables: Computed variables: Physical Constants: Units: Thermodynamics p, T, Td, r e, w, TLCL Rd, Rv, lv K M. D. Eastin Application: The Skew-T Diagram Given: p = 1000 mb T = 25ºC Td = 6ºC Pseudo-Adiabatic Equivalent Potential Temperature (θep): 1. Place large dots at the locations that correspond to (p, Td) and (p, T) 2. Draw a line from (p, Td) upward along a saturation mixing ratio line 3. Draw a line from (p, T) upward along a dry adiabat 4. From the intersection point of the two lines, draw another line upward along a pseudo-adiabat until it parallels the dry adiabats 5. From this “parallel point” (where all vapor has been condensed) draw a line downward along a dry adiabat to 1000 mb. 6. The θep is the resulting temperature at 1000 mb. θep = 307 K (34ºC + 273) T = 20°C P = 1000 mb Thermodynamics Td = 0°C M. D. Eastin Moist Air Parameters during Processes Saturated (Moist) Adiabatic Descent: A descending saturated air parcel will warm (adiabatic compression) The amount of temperature increase will depend on whether condensed water is present in the parcel Two possible scenarios; 1. Parcel does not contain condensed water • The parcel immediately become unsaturated • Dry adiabatic descent occurs • Potential temperature (θ) remains constant • Mixing ratio (w) remains constant • Similar to the final leg of determining θep on the Skew-T diagram Thermodynamics M. D. Eastin Moist Air Parameters during Processes Saturated (Moist) Adiabatic Descent: A descending saturated air parcel will warm (adiabatic compression) The amount of temperature increase will depend on whether condensed water is present in the parcel Two possible scenarios; 2. Parcel does contain condensed water • Initial descent warms air to a unsaturated state • Produces an unstable state for the condensed water drops • Some water drops evaporate → cools the air parcels → moistens the air parcel → brings parcel back to saturation • Subsequent descent requires additional droplet evaporation in order to maintain the saturated state Saturated descent can occur as long as condensed water is present Once all the condensed water evaporates → dry-adiabatic descent Thermodynamics M. D. Eastin Moist Air Parameters during Processes Wet-Bulb Potential Temperature (θw): Definition: Temperature a saturated moist air parcel that contains condensed water would have if it descends adiabatically to 1000 mb θw θ ep 3376 exp w 1 0.81w 2.54 θw where: w is the mixing ratio at θw Important See your text for the full derivation… Needed Information for Computation: • Can not be mathematically solved for without iteration • Easiest to solve for graphically on a Skew-T diagram Thermodynamics M. D. Eastin Application: The Skew-T Diagram Given: p = 700 mb T = 8ºC Td = -11ºC Wet-bulb Potential Temperature (θw): 1. Place a large dot at the location that corresponds to (p, Td) 2. Place a large dot at the location that corresponds to (p, T) 3. Draw a line from (p, Td) upward along a saturation mixing ratio line 4. Draw a line from (p, T) upward along a dry adiabat 5. From the intersection point of the two lines, draw another line downward along a pseudo-adiabat to 1000 mb 6. The θw is the resulting temperature at 1000 mb P = 700 mb Td = -11°C T = 8°C θw = 287 K P = 1000 mb Thermodynamics (14ºC + 273) M. D. Eastin Additional Parameters Equation of State for Moist Air: Obtained by combining the Equations of State for both dry air and water vapor with the mixing ratio and specific humidity (see your text) p ρR d Tv where: p pd e d v Tv (1 0.61q)T w q 1 w R e w d Rv p e Advantage: Defines total density (combinations of dry air and water vapor) Used to more easily define the total density gradients that determine atmospheric stability (or parcel buoyancy) Will use more in next chapter… Thermodynamics M. D. Eastin Additional Parameters Virtual Temperature (Tv): Definition: The temperature a moist air parcel would have if the parcel contained no water vapor (i.e. vapor was replaced by dry air) Tv (1 0.61q)T See your text for the full derivation… Advantage: Simple way to account for variable moisture in an air parcel Will use more in next chapter… Needed Information for Computation: Observed variables: Computed variables: Physical Constants: Units: Thermodynamics p, T, Td (or r) e, w, q Rd, Rv, lv K Cannot be determined on a Skew-T diagram M. D. Eastin Additional Parameters Virtual Potential Temperature (θv) Definition: Temperature a moist air parcel would have if it were to expand or compress from (p, Tv) to the 1000 mb level, and the parcel contained no water vapor (i.e. vapor was replaced by dry air) 1000 θ v Tv p Rd cp Advantage: Similar to θ and θm but accounts for variable moisture in a parcel Used to define atmospheric stability Will use more in next chapter… Needed Information for Computation: Observed variables: Computed variables: Physical Constants: Units: Thermodynamics p, T, Td (or r) e, w, q cp, Rd, Rv, lv K Cannot be determined on a Skew-T diagram M. D. Eastin Summary: Relationship of Parameters Lots of Temperatures! • Each temperature defines the state of an air parcel at a single location • Differences result from → Whether moisture is included → Type of process involved TLCL Td Tw T Tv Lots of Potential Temperatures! • Each potential temperature defines the state of an air parcel at 1000 mb • Differences result from → Whether moisture is included → Type of process involved w m v e ep Thermodynamics M. D. Eastin Summary: The Skew-T Diagram Given: p = 800 mb T = 8.5ºC Td = -8.0ºC Can be used to estimate (or simplify the computation of): • Mixing ratio (w) • Saturation mixing ratio (wsw) • Relative humidity (r) • Specific humidity (q) • Potential temperature (θ) • Wet-bulb temperature (Tw) • Temperature at the LCL (TLCL) • Pressure at the LCL (PLCL) • Wet-bulb potential temperature (θw) • Pseudo-adiabatic equivalent potential temperature (θep) Note: All parameter symbols are color-coded with their locations PLCL P = 800 mb P = 1000 mb Thermodynamics TLCL Td, w Tw θw T, wsw θ θep M. D. Eastin Water Vapor in the Air Review: • Review of the Clausius-Clapeyron Equation • Review of our Atmosphere as a System • Basic parameters that describe moist air • Definitions • Application: Use of Skew-T Diagrams • Parameters that describe atmospheric processes for moist air • Isobaric Cooling • Adiabatic – Isobaric processes • Adiabatic expansion (or compression) • Unsaturated • Saturated • Application: Use of Skew-T Diagrams • Additional useful parameters • Summary Thermodynamics M. D. Eastin References Petty, G. W., 2008: A First Course in Atmospheric Thermodynamics, Sundog Publishing, 336 pp. Tsonis, A. A., 2007: An Introduction to Atmospheric Thermodynamics, Cambridge Press, 197 pp. Wallace, J. M., and P. V. Hobbs, 1977: Atmospheric Science: An Introductory Survey, Academic Press, New York, 467 pp. Also (from course website): NWSTC Skew-T Log-P Diagram and Sounding Analysis, National Weather Service, 2000 The Use of the Skew-T Log-P Diagram in Analysis and Forecasting, Air Weather Service, 1990 Thermodynamics M. D. Eastin