Heterogeneous ice nucleation ability of crystalline sodium chloride dihydrate particles

Size: px
Start display at page:

Download "Heterogeneous ice nucleation ability of crystalline sodium chloride dihydrate particles"

Transcription

1 JOURNAL OF GEOPHYSICAL RESEARCH: ATMOSPHERES, VOL. 118, , doi: /jgrd.50325, 2013 Heterogeneous ice nucleation ability of crystalline sodium chloride dihydrate particles Robert Wagner 1 and Ottmar Möhler 1 Received 18 October 2012; revised 28 February 2013; accepted 9 March 2013; published 28 May [1] The aerosol and cloud chamber AIDA (Aerosol Interactions and Dynamics in the Atmosphere) of the Karlsruhe Institute of Technology has been used to quantify the deposition mode ice nucleation ability of airborne crystalline sodium chloride dihydrate (NaCl 2H 2 O) particles with median diameters between 0.06 and 1.1 mm. For this purpose, expansion cooling experiments with starting temperatures from 235 to 216 K were conducted. Recently, supermicron-sized NaCl 2H 2 O particles deposited onto a surface have been observed to be ice-active in the deposition mode at temperatures below 238 K, requiring a median threshold ice saturation ratio of only 1.02 in the range from 238 to 221 K. In AIDA, heterogeneous ice nucleation by NaCl 2H 2 Owasfirst detected at a temperature of K with a concomitant threshold ice saturation ratio of Above that temperature, the crystallized salt particles underwent a deliquescence transition to form aqueous NaCl solution droplets upon increasing relative humidity. At nucleation temperatures below 225 K, the inferred threshold ice saturation ratios varied between 1.15 and The number concentration of the nucleated ice crystals was related to the surface area of the seed aerosol particles to deduce the ice nucleation active surface site (INAS) density of the aerosol population as a function of the ice supersaturation. Maximum INAS densities of about m 2 at an ice saturation ratio of 1.20 were found for temperatures below 225 K. These INAS densities are similar to those recently derived for deposition mode ice nucleation on mineral dust particles. Citation: Wagner, R., and O. Mo hler (2013), Heterogeneous ice nucleation ability of crystalline sodium chloride dihydrate particles, J. Geophys. Res. Atmos., 118, , doi: /jgrd Introduction [2] Recently, Wise et al. [2012] have unraveled a potential new mechanism for ice formation in the troposphere, namely depositional ice nucleation on crystalline hydrated sodium chloride particles. In the atmosphere, crystalline sodium chloride particles will form once an air parcel containing aqueous NaCl solution droplets is exposed to a relative humidity (RH) below 38 44%. The latter represents the range of the efflorescence relative humidity (ERH) of NaCl for temperatures between 249 and 298 K [Cziczo and Abbatt, 2000; Koop et al., 2000a]. Upon efflorescence, two crystalline species of NaCl might form, namely anhydrous NaCl and sodium chloride dihydrate (NaCl 2H 2 O). According to the bulk phase diagram for the sodium chloride-water system, NaCl 2H 2 O is the thermodynamically stable solid phase below K, whereas it is anhydrous NaCl above K [Martin, 2000]. Previous studies, however, have shown that 1 Karlsruhe Institute of Technology (KIT), Institute for Meteorology and Climate Research (IMK-AAF), Eggenstein-Leopoldshafen, Germany. Corresponding author: R. Wagner, Karlsruhe Institute of Technology (KIT), Institute for Meteorology and Climate Research (IMK-AAF), Eggenstein-Leopoldshafen, Germany. (robert.wagner2@kit.edu) American Geophysical Union. All Rights Reserved X/13/ /jgrd down to 253 K homogeneous crystallization of aqueous NaCl only leads to the formation of anhydrous NaCl [Cziczo and Abbatt, 2000], and that nucleation of the thermodynamically stable sodium chloride dihydrate is only triggered by heterogeneous crystallization on available surfaces like ice or oxalic acid dihydrate at such elevated temperatures [Koop et al., 2000a; Wagner et al., 2011]. Wise et al. [2012] have extended the temperature range for crystallization experiments with aqueous NaCl solution droplets down to about 221 K. The investigated droplets typically had a diameter of about 5 mm and were deposited onto a hydrophobic quartz disk that was placed into an environmental cell equipped with a combination of optical microscope and Raman spectrometer. The authors have detected that there is a transition regime between 252 and 236 K where the composition of the crystallized solution droplets changes from only anhydrous to only dihydrate NaCl particles, meaning that below a temperature of 236 K exclusively the formation of NaCl 2H 2 O was detected. [3] Once crystalline anhydrous and dihydrate NaCl particles are formed in the atmosphere at low RH, they could act as heterogeneous ice nuclei in the deposition mode when again exposed to an increasing relative humidity. This requires that the heterogeneous ice nucleation onset is below the deliquescence relative humidity (DRH) of the crystals, as otherwise aqueous NaCl solution droplets would be formed which can only freeze by homogeneous nucleation at elevated supersaturation levels. The DRH of anhydrous 4610

2 NaCl is rather insensitive to a change in temperature between 298 and 249 K and amounts to about 75% [Koop et al., 2000a]. For NaCl 2H 2 O, the deliquescence curve is obtained from the sodium chloride-water phase diagram shown in the relative humidity temperature space by connecting the NaCl/NaCl 2H 2 O peritectic at K and 75% RH with the ice/nacl 2H 2 O eutectic at K and 81% RH [Koop et al., 2000a]. In a previous study [Wagner et al., 2011], we have detected a DRH value of 82% for crystalline NaCl 2H 2 O at 242 K which is in good agreement with the extrapolation from the phase diagram. Wise et al. [2012] have found DRH values for NaCl 2H 2 O between 76.6 and 93.2% RH in the temperature range from 235 to 257 K. [4] Concerning the competition between deliquescence and heterogeneous ice nucleation, Wise et al. [2012] have shown that above a temperature of 239 K, only deliquescence of the deposited NaCl 2H 2 O crystals occurred, whereas below 235 K, the crystals only heterogeneously nucleated ice in the deposition mode. In the narrow temperature regime from 235 to 239 K, both processes were observed. The NaCl 2H 2 O crystals thereby proved to be remarkably efficient ice nuclei in the temperature range from 221 to 238 K, yielding an average value of for the ice saturation ratio, S ice, at the onset of ice formation. For anhydrous NaCl particles, a slightly higher average value for S ice of was found. [5] The high ice nucleation ability of NaCl 2H 2 O might represent an example for the chemical bond requirement in heterogeneous ice nucleation [Pruppacher and Klett, 1997], meaning that the water molecules in the crystal are preferential sites for the further deposition of water vapor from the gas phase. Also a chemically different hydrate species, namely oxalic acid dihydrate, has recently been observed to be a partly very efficient ice nucleus in the deposition mode [Kanji et al., 2008; Wagner et al., 2010]. Additionally, the microscope images recorded by Wise et al. [2012] show that the dihydrate particles have a higher degree of surface roughness compared to the anhydrous crystals which is another factor that could add to the particular ice nucleation efficiency of NaCl 2H 2 O. Based on a model simulation where the trajectories of air parcels with initially aqueous NaCl were tracked through the tropical upper troposphere, Wise et al. [2012] have estimated that dihydrate crystals are present 40 80% of the time in the upper troposphere at temperatures below 220 K and could therefore play a role in cirrus cloud formation in view of their high ice nucleation ability. [6] Motivated by the Wise et al. s [2012] study and based on previous experiments at our own facility with NaCl and internally mixed NaCl/oxalic acid particles [Wagner et al., 2011], we have performed a dedicated series of crystallization and ice nucleation experiments with airborne NaCl particles of median diameters between 0.06 and 1.1 mm in the temperature range from 235 to 216 K. The experiments were part of a measurement campaign that was conducted at the coolable aerosol and cloud chamber AIDA (Aerosol Interactions and Dynamics in the Atmosphere) of the Karlsruhe Institute of Technology. Each experiment at a given temperature was started with the addition of aqueous NaCl solution droplets to the AIDA chamber. Crystallization of the injected droplets was then monitored at constant temperature and relative humidity via in situ depolarization and infrared extinction spectroscopy measurements over a timescale of several hours. After crystallization was complete, the particle ensemble was probed on its deliquescence and ice nucleation ability in an expansion cooling experiment during which ice supersaturated conditions were established in the chamber interior. We chose to present the results from these measurements in two separate articles. In a previous article, we have already analyzed the temperature-dependent partitioning between anhydrous and dihydrate particles upon crystallization of the injected aqueous NaCl solution droplets [Wagner et al., 2012]. A brief summary of our major findings is given in the next paragraph. The present article describes the additionally performed ice nucleation experiments with the crystalline NaCl and NaCl 2H 2 O particles. [7] For exploring the crystallization behavior of the aqueous NaCl solution droplets, we have quantitatively analyzed the infrared extinction spectra of the crystallized particles to infer the relative number fractions of NaCl and NaCl 2H 2 O particles. Extinction spectra of anhydrous NaCl particles at mid-infrared wavelengths solely reveal a structureless scattering signature, whereas NaCl 2H 2 O particles additionally give rise to characteristic absorption bands due to the vibrational modes of the water molecules in the crystals. As a prerequisite for the quantitative analysis of the temperature-dependent partitioning between the two solid phases of sodium chloride from the infrared spectra, we have additionally deduced the so far unknown infrared optical constants of NaCl 2H 2 O. In agreement with Wise et al. [2012], the analysis of the AIDA experiments also showed that there is a narrow temperature range where the composition of the crystallized particles almost completely changes from anhydrous to dihydrate NaCl particles. Under our experimental conditions, this transition regime was however shifted to lower temperatures by an amount of about 13 K when comparing the temperatures where 50% of the particles have crystallized as NaCl 2H 2 O. This means, e.g., that at a temperature of 235 K where Wise et al. [2012] have exclusively detected the formation of NaCl 2H 2 O, in AIDA only about 7% of the injected NaCl solution droplets have crystallized as the dihydrate. This different trend is in accordance with a former AIDA crystallization experiment with aqueous NaCl particles at 244 K [Wagner et al., 2011], in which dihydrate formation could not be detected at all. The temperature shift of the NaCl-NaCl 2H 2 O transition regime between the AIDA and the Wise et al. s [2012] experiments could be related to the difference in the size of the investigated particles or to the fact that the particles were either airborne or deposited onto a surface. [8] Note that Wise et al. [2012] in their article do not explicitly refer to sodium chloride dihydrate as the lowtemperature phase of crystalline NaCl which forms below 236 K. Instead, they introduce the general term hydrated form of NaCl. This is because they have observed slight spectral discrepancies in their recorded Raman intensities in comparison with the spectrum from a preceding work which supposedly was due to NaCl 2H 2 O[Dubessy et al., 1982; Wise et al., 2012]. They also underline, however, that this might simply be due to the different temperatures at which the Raman spectra were collected. Our recorded infrared spectra showed good agreement with those previously published for NaCl 2H 2 O[Mutter et al., 1959; Schiffer and Hornig, 1961], indicating that it is indeed the dihydrate 4611

3 that forms in the investigated temperature range. It is therefore reasonable to assume that also Wise et al. [2012] have observed the formation of NaCl 2H 2 O, and we therefore chose to use this assignment when referring to their results in our manuscript. [9] Concerning the subject of the present article, namely the heterogeneous ice nucleation ability of the crystallized NaCl and NaCl 2H 2 O particles, both the experimental approach from Wise et al. [2012] and the AIDA expansion cooling technique have their inherent advantages and can thus be considered as complementary methods to fully explore the ice nucleation behavior in this system. The appeal of the procedure by Wise et al. [2012] lies in the chemical identification of the particle that has acted as the ice nucleus. The AIDA chamber experiments probe an ensemble of airborne particles with a well-characterized size distribution which allows a more quantitative analysis of the heterogeneous ice nucleation ability with respect to the surface area of the seed aerosol particles, as, e.g., in the framework of the ice nucleation active surface site (INAS) density concept [Hoose and Möhler, 2012]. Moreover, not only the onset of ice nucleation on the most ice-active seed aerosol particles can be determined, but the data can additionally be analyzed to yield spectra of the activated fraction of the aerosol particles as a function of the supersaturation at different temperatures. Our article will first introduce the key aerosol and ice particle measurement techniques of the AIDA chamber which are used to quantitatively deduce the depositional ice nucleation ability of crystalline NaCl and NaCl 2H 2 O (section 2). The results of this analysis are then presented in section 3 in terms of temperaturedependent nucleation onsets, activated fractions, and INAS densities, including a comparison with the ice nucleation ability of different atmospheric aerosol types which also promote ice nucleation in the deposition mode, like mineral dust and volcanic ash particles. A summary in section 4 concludes our article. Here we also discuss whether our results on pure sodium chloride particles can directly be transferred to predict the ice nucleation ability of actual sea salt aerosol (SSA) particles, which, apart from NaCl as their primary constituent, contain further ions like SO 4 2 and Mg 2+ as minor components [Koop et al., 2000a; Wise et al., 2012]. 2. Experimental 2.1. General Setup and Instrumentation [10] The ice nucleation experiments were performed in the 84 m 3 sized aerosol and cloud chamber AIDA at the Karlsruhe Institute of Technology (Figure 1) [Wagner et al., 2006b]. The aerosol vessel is located in an isolating housing and its temperature can be controlled between ambient and about 183 K. The temperature inhomogeneity is typically less than 0.3 K throughout the chamber volume, as ensured by ventilating air around the aerosol vessel and continuously operating a mixing fan inside the chamber during the experiments. The chamber can be evacuated with two vacuum pumps, which allows an efficient cleaning of the vessel and yields background particle number concentrations of less than 1 cm 3. Purified water is evaporated into the evacuated chamber in such an amount that ice coverage of the inner chamber walls is achieved. Afterward, the chamber is refilled to ambient pressure with particle-free synthetic air and the NaCl seed aerosol particles, whose ice nucleation ability is to be investigated, are injected into the chamber as detailed in section 2.2. [11] To probe heterogeneous ice nucleation by NaCl and NaCl 2H 2 O crystals in the deposition mode, the particles must be exposed to an environment that is supersaturated with respect to ice. The ice layer on the chamber walls controls the initial relative humidity at the start of an ice nucleation experiment to almost 100% with respect to ice. Ice supersaturated conditions are then established by expansion cooling, i.e., by lowering the pressure inside the aerosol vessel at controllable rates with the vacuum pumps. The relative humidity during expansion cooling as well as the microphysical properties of the nucleated ice crystals are measured by a comprehensive set of instruments [Wagner et al., 2009], whose characteristics are briefly described in the following. [12] The relative humidity is measured in situ by tunable diode laser (TDL) absorption spectroscopy with a time resolution of 1 s. A selected ro-vibrational water vapor absorption line at 1.37 mm is scanned to deduce the water vapor pressure, p w (T ), at the prevailing AIDA temperature with an estimated uncertainty of 5%. For the same temperature, the saturation water vapor over ice, p w,ice (T), is computed [Murphy and Koop, 2005]. The quotient of p w (T )andp w,ice (T ) then yields the ice saturation ratio, S ice (T ). As a major advantage, this technique is applicable to both cloud-free and in-cloud conditions. [13] Two optical particle counters (OPC1 and OPC2, type WELAS, Palas GmbH) are connected to the bottom of the AIDA chamber to measure time series of the number concentration of the nucleated ice crystals, N ice, during the expansion cooling experiments. The detection ranges of the instruments (for a refractive index of 1.33) are mm (OPC1) and mm (OPC2). This implies that, depending on their sizes (section 2.2), also a fraction of the seed aerosol particles might be detected by these instruments. The nucleated ice crystals, however, rapidly grow to much larger sizes compared to the NaCl and NaCl 2H 2 O crystals. Therefore, an optical threshold size can be applied to separately count the ice particles. Based on previous intercomparisons of the OPC1 and OPC2 records for the ice particle number concentration with the results from different instruments, we assume that the maximum uncertainty in N ice is 20% [Möhler et al., 2006]. [14] The number concentration and size of the nucleated ice crystals can additionally be retrieved from their infrared extinction signatures, which are measured at 4 cm 1 resolution between 6000 and 800 cm 1 with an FTIR (Fourier transform infrared) spectrometer (IFS66v, Bruker) that is connected to an open-path multiple reflection cell inside the AIDA chamber [Wagner et al., 2006a]. Infrared extinction spectroscopy is also employed to identify the phase of the NaCl seed aerosol population. The same twofold area of application, i.e., characterization of both the seed aerosol particles and the ice crystals, also holds for in situ laser light scattering and depolarization measurements with the SIMONE instrument [Schnaiter et al., 2012]. This device measures the intensity of laser light that is scattered from the particles in 178 backward direction. Formation of large ice crystals on a subset of the aerosol population by deposition mode nucleation is detected by a strong increase in the 4612

4 Figure 1. Scheme of the AIDA aerosol and cloud chamber facility with the relevant scientific instrumentation used for the NaCl crystallization and ice nucleation experiments. TDL: tunable diode laser, FTIR: Fourier transform infrared, OPC: optical particle counter, CPC: condensation particle counter, SMPS: scanning mobility particle sizer, APS: aerodynamic particle spectrometer, SIMONE: scattering intensity measurements for the optical detection of ice, I: scattering intensity. back-scattering intensity. Additionally, the back-scattered laser light is polarization-resolved to determine the backscattering linear depolarization ratio, d, of the aerosol particles. As d is zero for light scattering by spheres but different from zero when aspherical particles are present, the depolarization measurements are a powerful tool to detect phase transitions (deliquescence and efflorescence) in the NaCl particle ensemble Aerosol Generation and Characterization [15] As outlined in section 1 and detailed in our previous article [Wagner et al., 2012], ensembles of crystalline NaCl and NaCl 2H 2 O particles were generated in situ by first injecting aqueous NaCl solution droplets into the AIDA chamber, and then observing their crystallization at constant temperature and relative humidity over timescales of several hours. An ultrasonic nebulizer (GA2400 Sinaptec), filled with a 5 wt% (weight percent) aqueous NaCl solution (NaCl, Merck, >99.5%), was typically used for aerosol injection. Four individual experiments with using the nebulizer for aerosol generation were conducted at 235.7, 230.7, 225.7, and K (Table 1, Experiments 1 to 4). These values also correspond to the starting temperatures of the subsequent expansion cooling runs. In all experiments, the ultrasonic nebulizer was operated with identical settings and with a portion of the same NaCl solution. [16] The gradual crystallization of the particle ensemble of initially spherical aqueous NaCl solution droplets was evidenced by a continuous increase in the depolarization ratio. After the entire particle population had crystallized, d remained at a constant value. The infrared extinction spectra of the crystallized particle ensembles were then used in an optimization scheme to retrieve the number fractions of anhydrous and dihydrate NaCl crystals [Wagner et al., 2012]. The key step of this approach was to fit simulated spectra to the measured infrared extinction spectra. These simulated Table 1. Parameters of Individual Ice Nucleation Experiments With Crystallized NaCl and NaCl 2H 2 O Aerosol Particles a Exp. T/K Aeros. Gen. f NaCl2H 2O N total /cm 3 d mean /mm A total /mm 2 cm 3 A NaCl2H 2O/mm 2 cm UN/5 wt % UN/5 wt % UN/5 wt % UN/5 wt % AM/4 wt % , AM/1 wt % , a T: the mean AIDA gas temperature at aerosol injection and during the crystallization period until the start of pumping. For aerosol generation (third column), either an ultrasonic nebulizer (UN) or an atomizer (AM) filled with an aqueous NaCl solution of the specified wt % was used. f NaCl2H 2O: the number fraction of particles that have crystallized as NaCl 2H 2 O. N total : the overall number concentration of the NaCl and NaCl 2H 2 O particles, d mean : the mean diameter of the number size distribution measured at ambient temperature, A total : the overall surface area concentration of the NaCl and NaCl 2H 2 O particles, including a size correction for the dihydrate particle fraction, A NaCl2H 2O: the surface area concentration of only the dihydrate particle fraction. See text for details. 4613

5 dn/dlogd p / cm Exp. 1, K Exp. 4, K d p / µm Figure 2. Number size distributions of the crystallized NaCl and NaCl 2H 2 O particle ensembles during Experiment 1 (black) and Experiment 4 (gray). The solid lines show the raw size spectra as measured by the SMPS and the APS at ambient temperature. The dashed lines are obtained after a size correction for the NaCl 2H 2 O particle fraction as present in AIDA at low temperatures. See text for details. spectra were computed as a superposition of extinction due to NaCl 2H 2 O and scattering due to anhydrous NaCl particles. The size distribution parameters of both the dihydrate and the anhydrous particle fraction were optimized to get best agreement between the measured and the computed infrared spectra. The temperature-dependent partitioning between the two solid phases was then obtained from the optimized size distribution parameters. As summarized in Table 1, the percentage of dihydrate particles, f NaCl2H 2 O, increased from 7% at K to 88% at K. Table 1 additionally includes the total particle number concentrations, N total, and the mean diameters (arithmetic averages) [Hinds, 1999], d mean, of the number size distributions of the crystallized aerosol populations, as both measured immediately before the start of the expansion cooling experiments. N total was measured with two condensation particle counters (CPC3010 and 3775, TSI), and d mean was calculated from the number size distributions that were measured by combining the size spectra from a scanning mobility particle sizer (SMPS, TSI, mobility diameter range: mm) and an aerodynamic particle spectrometer (APS, TSI, aerodynamic diameter range: mm). Two representative number size distributions from Experiments 1 and 4 are shown in Figure 2 as a function of the volume-equivalent sphere diameter, d p (solid lines). To convert the mobility diameter from the SMPS into d p, a dynamic shape factor, w, of1.08asrepresentative for cubic anhydrous NaCl particles was employed. The same value for w as well as the particle density of anhydrous NaCl, r(nacl)=2.165gcm 3, were chosen to transform the aerodynamic diameter from the APS into d p [Hinds, 1999]. [17] As already explained in Wagner et al. [2012], anhydrous NaCl was chosen as the reference for the d p conversion because the size distributions were measured outside the isolating housing at ambient temperature by sampling air from the cold chamber interior. It is therefore reasonable to assume that the dihydrate particle fraction from AIDA will transform upon warming and be detected as anhydrous NaCl in the size distribution measurements. The actual size of the NaCl 2H 2 O crystals as present in AIDA at low temperatures will be larger, both due to the inclusion of the water molecules in the crystals and due to the lower particle density of NaCl 2H 2 O compared to NaCl [Light et al., 2009]. Therefore, a correction factor for the sizes of the dihydrate particle fraction has been applied according to equation (4) in Wagner et al. [2012] for the accurate computation of the total surface area concentration, A total, of the particle ensemble, which is required as input for analyzing the ice nucleation ability within the INAS concept. [18] The two dashed lines in Figure 2 show the estimated actual number size distributions of the NaCl and NaCl 2H 2 O particle ensembles as prevalent at AIDA conditions, i.e., after applying the size correction to the dihydrate particle fraction. These number size distributions were then converted into surface area size distributions and integrated to yield A total of the aerosol populations, as summarized in Table 1. In lack of any information about the actual particle habit of NaCl 2H 2 O, we assumed that the particles were spherical in shape. A further table entry shows the calculated values for A NaCl2H 2 O, which represents the surface area concentration of the subset of particles that have crystallized as NaCl 2H 2 O. The distinction between A total and A NaCl2H 2 O is necessary because it is the dihydrate particle fraction that triggers heterogeneous ice nucleation in the expansion cooling experiments. [19] Table 1 additionally includes two experiments (Experiments 5 and 6) where an atomizer with a 4 and 1 wt % NaCl solution was used for aerosol generation, respectively. Those were dedicated experiments to generate smaller sized particle ensembles with mean diameters less than 0.1 mm (Experiment 6), which were explicitly needed to deduce the infrared optical constants of NaCl 2H 2 O [Wagner et al., 2012]. These smaller sized ensembles of crystallized NaCl and NaCl 2H 2 O particles, however, were probed on their heterogeneous ice nucleation ability as well and are therefore also included in our analysis. Only from their infrared extinction spectra, one cannot retrieve the number fractions of dihydrate and anhydrous NaCl particles as for Experiments 1 4. This is because for small particle sizes, the scattering contribution to extinction vanishes so that anhydrous NaCl crystals become invisible in the infrared spectra recordings, meaning that their contribution cannot be quantified. For our analysis, we have assumed that f NaCl2H 2 O for Experiment 5 is identical to Experiment 3 because it was conducted at the same temperature. For Experiment 6 that was conducted at an intermediate temperature, the dihydrate particle fraction was estimated by a linear interpolation of the f NaCl2H 2 O values from Experiments 3 and Results and Discussion 3.1. General Overview of the Temperature-Dependent Heterogeneous Ice Nucleation Ability [20] Before turning to the quantitative analysis of the ice nucleation data in section 3.2, we want to give a general overview of the temperature-dependent heterogeneous ice nucleation ability of the crystallized NaCl and NaCl 2H 2 O particle ensembles. We present the AIDA measurements from three selected expansion cooling experiments which underline that there are two competing processes upon increasing relative humidity, namely deliquescence and heterogeneous ice nucleation. A particularly interesting example is the 4614

6 p / hpa S ice, S liq N -3 ice / cm δ WAGNER AND MÖHLER: NACL 2H 2 O AS A HETEROGENEOUS ICE NUCLEUS a b c d Exp T / K optical depth X Y time / s wavenumber / cm e Y X Schiffer and Hornig [1961] Figure 3. (a d) Time series of various AIDA records during the expansion cooling cycle with an ensemble of crystalline NaCl and NaCl 2H 2 O particles at K (Experiment 2). (a) AIDA pressure (black line) and mean gas temperature (gray line). (b) Saturation ratio with respect to ice (S ice, black line) and liquid supercooled water (S liq, gray line). (c) Ice particle number concentration, N ice. (d) Back-scattering linear depolarization ratio, d. (e) Infrared extinction spectra of the aerosol population at two different times of the experiment, as shown by the correspondingly labeled arrows on the timescale in the bottom left panel (black lines). Additionally shown in gray is a literature infrared spectrum of NaCl 2H 2 OintheO Hstretchingand bending mode regimes, obtained by digitizing Figure 1 from Schiffer and Hornig [1961]. crystallization experiment at K where anhydrous and dihydrate NaCl particles have formed with roughly equal number fractions (Experiment 2, Table 1). [21] Figures 3a 3d show time series of relevant AIDA records for the expansion cooling cycle performed with the crystallized aerosol population from Experiment 2. The two arrows on the timescale labeled X and Y denote the times when the two infrared extinction spectra that are shown in Figure 3e were recorded. Spectrum X was monitored after the entire population of injected aqueous NaCl solution droplets had crystallized. As described in section 2.2, this was confirmed by reaching a constant level of the back-scattering linear depolarization ratio d. The fraction of solution droplets that have crystallized as anhydrous NaCl contribute to the spectral habitus with a featureless scattering signature, whereas the water molecules in the NaCl 2H 2 O particle fraction give rise to prominent extinction bands in the O H stretching (~3400 cm 1 ) and the O H bending mode (~1600 cm 1 ) regime [Wagner et al., 2012]. As already indicated in section 1, spectrum X compares well with a literature spectrum for NaCl 2H 2 O. For comparison, the latter is also plotted in Figure 3e (gray lines). From top to bottom, Figures 3a 3d show the AIDA pressure and mean gas temperature (black and gray line in Figure 3a, respectively), the saturation ratios with respect to ice and liquid supercooled water (S ice, S liq =RH w /100) as inferred from the TDL water vapor absorption measurements (black and gray line in Figure 3b, respectively), the number concentration of nucleated ice crystals, N ice, as measured with the optical particle counters (Figure 3c), and the back-scattering linear depolarization ratio d (Figure 3d). [22] Pumping is started at time zero and immediately leads to an increase in RH w.atrh w = 73%, as highlighted by the vertical gray line, d drops from 0.31 to about 0.10, indicating a deliquescence transition in the aerosol population. In accordance with the deliquescence relative humidities reported in the literature, this is due to deliquescence of the fraction of particles that have crystallized as anhydrous NaCl. Because d does not drop to the background value that is observed for an entirely liquid particle ensemble, aspherical crystals are still present, namely those particles that have crystallized as NaCl 2H 2 O. At the time when recording the extinction spectrum Y, we thus have a mixture of aqueous NaCl solution droplets and crystalline NaCl 2H 2 O particles. This is nicely reflected in the spectrum that shows the broad extinction signatures due to liquid water, with the characteristic narrow peaks due to NaCl 2H 2 O still superimposed on them. [23] Before surpassing the deliquescence relative humidity of NaCl 2H 2 O at about 82% RH w, the NaCl 2H 2 O crystals act as heterogeneous ice nuclei in the deposition mode. As marked by the first vertical black line, ice formation initiates at a threshold ice saturation ratio of S ice = 1.25 and at a temperature of K. We define the nucleation onset as the time when the ice particle number concentration has exceeded 1 cm 3, because modes with N ice 1cm 3 could also be due to nucleation on impurities. During continued pumping, S ice reaches a peak value of 1.33 before the increasing number of nucleated ice crystals starts to deplete the excess of water vapor in the gas phase, leading to a decrease in S ice. As soon as S ice again drops below the nucleation threshold of 1.25 (second vertical black line), no 4615

7 T / K Ice hom. freezing NaCl NaCl*2H 2 O Exp. 1 Exp. 2 Exp RH w / % Figure 4. Experimental trajectories of expansion cooling cycles 1, 2, and 5 in the temperature-relative humidity space. The trajectories, shown as the gray lines, cover the period from the start of expansion cooling at ice subsaturated condition until the time when the maximum ice supersaturation was reached. Squares denote observed deliquescence points of anhydrous NaCl particles, and circles represent the detected onsets of ice formation. The NaCl/NaCl 2H 2 O peritectic at K and the ice/nacl 2H 2 O eutectic at K are marked by the upward and downward triangles, respectively. The different black lines denote the following: NaCl: deliquescence relative humidities of anhydrous NaCl according to the parameterization by Tang and Munkelwitz [1993] (extrapolation below the peritectic shown as dashed line), NaCl 2H 2 O: deliquescence relative humidities of sodium chloride dihydrate, obtained by connecting the peritectic and the eutectic (extrapolation below the eutectic shown as dashed line), Ice, hom. freezing: ice melting and homogeneous freezing temperatures according to Koop et al. [2000b]. further ice crystals nucleate and pumping is stopped shortly thereafter. The ice particle number concentration at S ice =1.33 amounts to about 17 cm 3. In relation to the NaCl 2H 2 Oseed aerosol number concentration, as obtained from the data in Table 1 and corrected for pumping dilution, this corresponds to an ice active fraction of 9.6%. This example underlines that knowledge of the partitioning between anhydrous NaCl and NaCl 2H 2 O is a prerequisite to predict the behavior of the aerosol population upon increasing relative humidity: a particle ensemble of only anhydrous NaCl crystals probed in an expansion cooling cycle started at K would deliquesce and then homogeneously nucleate ice at elevated supersaturated levels. In contrast, crystalline NaCl 2H 2 O particles are able to act as heterogeneous ice nuclei in the deposition mode at that temperature before surpassing their deliquescence relative humidity, thereby inducing ice formation at a much lower supersaturation level compared to homogeneous freezing. [24] The expansion cooling cycles can further be illustrated by plotting their experimental trajectories in the temperaturerelative humidity space (Figure 4). For Experiment 2, it becomes obvious that the value for the initial deliquescence transition of anhydrous NaCl at 73% RH w, as shown by the square, is slightly below that expected from the extrapolation of the Tang and Munkelwitz s [1993] parameterization, even when taking into account an uncertainty of 5% for our humidity measurements. This can be explained, on the one hand, by the inhomogeneity in the gas temperature throughout the chamber volume. The value of 73% RH w refers to the mean gas temperature, but deliquescence will initiate in the coldest parts of the vessel with concomitantly locally higher RH w values compared to the mean. On the other hand, there are also differences between various formulations for the saturation water vapor pressure over supercooled water at such low temperatures [Murphy and Koop, 2005], which increases the uncertainty of the determined RH w value. Heterogeneous ice formation during Experiment 2, as marked by the circle, then starts clearly before surpassing the deliquescence relative humidity of NaCl 2H 2 O and well below the homogeneous freezing limit. [25] We now turn to Figure 5 that shows the AIDA records during the expansion cooling cycles from Experiments 1 (235.7 K, left panel) and 5 (225.9 K, right panel). The respective experimental trajectories in the T-RH w space are plotted in Figure 4. In Experiment 1, the crystallized aerosol population is dominated by anhydrous NaCl particles. During the expansion cooling cycle, these particles first deliquesce at RH w = 73% (vertical gray line) and then homogeneously freeze at S ice = 1.38 (vertical black line). Temperature inhomogeneities, which could account for the difference between the measured and expected deliquescence relative humidity for anhydrous NaCl as outlined above, might explain the deviation of our recorded freezing onset from the Koop et al. s [2000b] homogeneous freezing parameterization. The fate of the minor percentage of NaCl 2H 2 O crystals cannot be exactly traced. After the deliquescence step of the anhydrous crystals, the depolarization ratio almost drops to the background value that is observed in the presence of only spherical particles, meaning that a potential further deliquescence step due to NaCl 2H 2 O at about RH w = 82% cannot be resolved. This is because the anhydrous particles, in addition to their much higher number fraction compared to the NaCl 2H 2 O crystals, also have a larger size after deliquescence due to the water uptake and therefore dominate the intensity of the backscattering signal. Before the homogeneous freezing onset, a small heterogeneous ice mode with N ice 1cm 3 is formed. This could be related to deposition mode nucleation on the minor percentage of NaCl 2H 2 O crystals, but as explained above, nucleation on impurities cannot be excluded. [26] In a former AIDA expansion run started at K, we have probed the ice nucleation ability of crystallized aqueous NaCl solution droplets that had contained a solid inclusion of oxalic acid [Wagner et al., 2011]. These solid inclusions have triggered the precipitation of sodium chloride dihydrate in a much larger subset of the NaCl solution droplets than observed in Experiment 1 from our present study. We cannot completely rule out that the presence of oxalic acid modifies the behavior of the particles compared to pure NaCl. The most likely morphology of the particles after crystallization, however, can be envisaged as a solid oxalic core surrounded by an almost pure matrix of solid NaCl or NaCl 2H 2 O, which is available for deposition mode ice nucleation. Only the dihydrate particle fraction clearly underwent a deliquescence transition in the course of this expansion cooling experiment at RH w = 82% (S ice = 1.21) and T = K. Prior to deliquescence, heterogeneous ice formation by deposition mode nucleation on NaCl 2H 2 O was not observed. This experiment from our 4616

8 p / hpa S ice, S liq / cm -3 N ice δ Exp. 1 time / s Exp time / s T / K Figure 5. Time series of various AIDA records during the expansion cooling cycles from Experiment 1 (235.7 K) and Experiment 5 (225.9 K). The individual panels contain the same measurements as in Figures 3a 3d. previous work in combination with Experiment 2 from our present study thus localizes the transition regime of the two competing processes deliquescence and heterogeneous ice nucleation for NaCl 2H 2 O. At and above K, deliquescence occurs; at and below K, heterogeneous ice nucleation in the deposition mode takes place. [27] The AIDA records of our third selected expansion cooling cycle (Experiment 5, Figure 5) are representative for all experiments that were started below 226 K. At these lower temperatures, the crystallized particle ensembles are dominated by NaCl 2H 2 O. During Experiment 5, we observe heterogeneous ice nucleation starting at a threshold of S ice = 1.20 (RH w = 75%, vertical black line). Just before the strong increase in the ice particle number concentration, there is a slight decrease in the trace of the depolarization ratio, which indicates the deliquescence transition of the small number fraction of anhydrous crystals. This deliquescence step, however, is not as clearly resolved as at higher temperatures where larger fractions of anhydrous particles are present, and we therefore did not include this point into the trajectory of Experiment 5 in Figure 4. At starting temperatures even lower than in Experiment 5, heterogeneous ice formation initiates before the deliquescence relative humidity of anhydrous NaCl is surpassed. Therefore, we cannot unambiguously resolve whether ice formation is solely due to deposition mode nucleation on the NaCl 2H 2 O particle fraction or, at temperatures below 220K, additionally involves the minor percentage of anhydrous NaCl crystals that are also present in the particle ensemble. We will further discuss this issue in the next section Quantitative Analysis and Discussion Onset Conditions for Ice Nucleation [28] In Figure 6, we have summarized the temperaturedependent onsets for deposition mode nucleation on crystalline sodium chloride dihydrate particles from all conducted expansion cooling cycles. Different symbols are used to differentiate between the experiments where the ultrasonic nebulizer (squares) and the atomizer (circles) were used for aerosol generation, which strongly affects the mean diameter of the number size distribution of the aerosol population. Filled symbols denote the nucleation onset for the first expansion cooling cycle performed with the crystallized particle ensemble. In most experiments, we have probed S ice hom. freezing UN,1 st UN, 2 nd AM,1 st AM,2 nd Wise et al. anhydrous Wise et al. dihydrate T / K Figure 6. Ice saturation ratio versus temperature for the onset of heterogeneous ice nucleation on the crystallized NaCl and NaCl 2H 2 O particle ensembles, as derived for a threshold ice particle number concentration of 1 cm 3. Different symbols are used to distinguish between the experiments where the ultrasonic nebulizer (UN) and the atomizer (AM) were used for aerosol generation. Filled symbols denote the onset conditions for the first expansion cooling runs, whereas open symbols correspond to those from the second expansion cooling cycles where the same aerosol particles were probed again on their ice nucleation ability after the ice crystals from the preceding run had sublimed. The two solid lines denote the average S ice values for the onset of depositional ice nucleation on NaCl (gray) and NaCl 2H 2 O (black) particles from the Wise et al. s [2012] study. The dashed black line denotes the homogeneous freezing threshold [Koop et al., 2000b]. 4617

9 the aerosol load again in a second expansion cooling cycle at the same starting temperature and initial relative humidity, which was conducted after the ice cloud from the preceding expansion run had sublimed. This was done to investigate whether the ice nucleation ability of the NaCl 2H 2 O particles changes after they have already been involved in ice cloud formation. The nucleation onsets from the second expansion cooling cycles are shown as the open symbols. As a comparison, the average nucleation onsets for anhydrous and dihydrate NaCl from the Wise et al. s [2012] study are also shown. Please note that we have defined the onsets as the times when 1 cm 3 ice particles have nucleated. For the experiments with the atomizer (AM, Experiments 5 and 6) where on the order of 10 4 cm 3 seed aerosol particles were present, we are thus sensitive to an about 0.01% number fraction of the aerosol particles becoming ice-active at the nucleation onset. For the experiments with the ultrasonic nebulizer (UN, Experiments 1 4) with a seed aerosol number concentration of the order of 10 2 cm 3, the nucleation onsets correspond to an ice-active fraction of already about 1%. At first glance, this seems to make the comparison between the results from the AM and the UN experiments less meaningful. The AIDA data for Experiment 5 (Figure 5), however, reveal that the ice particle number concentration rapidly increases after the nucleation onset from 1 to above 100 cm 3. This indicates that the nucleation onset for this AM experiment, corresponding to only a 0.01% active fraction, does not just represent a minor percentage of the aerosol population with particularly high ice nucleation ability. Instead, a larger fraction of the NaCl 2H 2 O particle ensemble starts to become ice active within a narrow range of S ice values above this nucleation threshold, justifying that the latter can indeed be compared to those inferred from the UN experiments. The application of the INAS concept (section 3.2.2) will further illustrate the good agreement between the AM and the UN experiments. [29] The AIDA results for the nucleation onsets feature the following characteristics: [30] 1. The threshold ice saturation ratios are rather insensitive to temperature. The highest onset value of S ice = 1.25 is observed for the highest nucleation temperature of K (Experiment 2). At colder temperatures, the S ice values vary between 1.15 and [31] 2. The nucleation thresholds do not depend on the size of the seed aerosol particles. The smaller sized NaCl 2H 2 O particle ensembles generated with the atomizer (AM) show the same onset conditions for deposition mode nucleation as the larger sized aerosol populations generated with the ultrasonic nebulizer (UN). [32] 3. The ice nucleation ability does not notably change in repeated expansion runs performed with the same aerosol load. This excludes any type of preactivation mechanism, representing a memory effect by which seed aerosol particles that already have participated once in ice crystal formation maintain a higher ice nucleation ability for succeeding nucleation events [Pruppacher and Klett, 1997]. [33] Note again that only the nucleation onsets above 220 K can unambiguously be related to NaCl 2H 2 O, because the deliquescence transition of the anhydrous particle fraction was detected before the ice nucleation onset, and therefore this particle fraction can be excluded from contribution to heterogeneous ice nucleation. We assume, however, that this also holds for the experiments below 220 K, given that the aerosol population is dominated by the dihydrate particles and that Wise et al. [2012]have always observed ice formation to initiate on NaCl 2H 2 O in a mixture where both anhydrous and dihydrate NaCl crystals were present. In comparison with the Wise et al. s [2012] study, the AIDA experiments yield higher nucleation onsets for deposition mode nucleation on NaCl 2H 2 O. In addition, the transition regime of the two competing processes deliquescence and heterogeneous ice nucleation is shifted to lower temperatures. In AIDA, we still have detected deliquescence of NaCl 2H 2 O to occur at K, whereas exclusively heterogeneous ice nucleation was observed in the Wise et al. s [2012] experiments at that temperature. [34] The ensemble of deposited NaCl 2H 2 O crystals in the Wise et al. s [2012] experiments thus contained at least one extremely efficient ice nucleus that triggered deposition mode nucleation at only 2% supersaturation. Such efficient ice nuclei were either not present in AIDA, or their number concentration was simply too low to become detectable as a distinct ice crystal mode by our instrumentation. At least for Experiments 5 and 6 with seed aerosol number concentrations of about 10 4 cm 3, we had the same sensitivity to freezing compared to the Wise et al. s [2012] study. The airborne particles probed in AIDA, however, had smaller sizes than those investigated by Wise et al. [2012], thereby reducing the probability for the existence of an ice-active site that could promote ice formation at very low supersaturation levels. Moreover, the dihydrate crystals probed in AIDA could have had a lower degree of surface roughness compared to those investigated by Wise et al. [2012], thereby featuring a lower ice nucleation ability. Concerning the Wise et al. s [2012] experiments, one cannot tell whether the low reported nucleation onsets are representative for a larger subset of the deposited NaCl 2H 2 O crystals because only the nucleation of the first ice crystal was monitored. Ice active fractions or INAS densities as a function of S ice could not be determined. Note that we also cannot completely exclude the possibility that Wise et al. [2012], instead of the dihydrate, have probed a different hydrated species of NaCl. Another difference between both studies is the magnitude of the humidification rate, which in the AIDA expansion cooling experiments is above the upper threshold value of 10% RH per minute reported for the Wise et al. s [2012] experiments. The higher humidification rate in AIDA, however, would only affect our results if there is a significant time delay between the actual nucleation onset and the time when the pristine deposition ice germs have grown to ice crystals of sizes detectable by the optical particle counters. For the temperatures covered by our experiments, Möhler et al. [2006] have estimated this time delay to be about 4 s (223 K). The absolute difference between the S ice values for our inferred nucleation onsets to those measured 4 s earlier is only about This bias is much smaller than the difference between the S ice values for the dihydrate from the Wise et al. [2012] and our study. We are therefore strongly inclined to rule out that the difference in humidification rate explains the different results for the freezing onsets. [35] Notwithstanding the somewhat higher nucleation onsets for NaCl 2H 2 O as inferred from the AIDA 4618

High variability of the heterogeneous ice nucleation potential of oxalic acid dihydrate and sodium oxalate

High variability of the heterogeneous ice nucleation potential of oxalic acid dihydrate and sodium oxalate Atmos. Chem. Phys., 10, 7617 7641, 2010 doi:10.5194/acp-10-7617-2010 Author(s) 2010. CC Attribution 3.0 License. Atmospheric Chemistry and Physics High variability of the heterogeneous ice nucleation potential

More information

Atmospheric Chemistry and Physics

Atmospheric Chemistry and Physics Author(s) 2006. This work is licensed under a Creative Commons License. Atmospheric Chemistry and Physics Probing ice clouds by broadband mid-infrared extinction spectroscopy: case studies from ice nucleation

More information

Physics and Thermodynamics of Water and Ice. Ottmar Möhler

Physics and Thermodynamics of Water and Ice. Ottmar Möhler Forschungszentrum Karlsruhe in der Helmholtz-Gemeinschaft Physics and Thermodynamics of Water and Ice Ottmar Möhler Institute for Meteorology and Climate Research (IMK-AAF) ESF workshop on Microbiological

More information

LABORATORY EXPERIMENTS OF MIXED- PHASE CLOUD FORMATION

LABORATORY EXPERIMENTS OF MIXED- PHASE CLOUD FORMATION LABORATORY EXPERIMENTS OF MIXED- PHASE CLOUD FORMATION Takuya Tajiri 1*, Katsuya Yamashita 1, Masataka Murakami 1, Narihiro Orikasa 1, Atsushi Saito 1, Tomohiro Nagai 1, Tetsu Sakai 1, and Hiroshi Ishimoto

More information

Phase Transformations of the Ternary System (NH 4 ) 2 SO 4 - H 2 SO 4 -H 2 O and the Implications for Cirrus Cloud Formation

Phase Transformations of the Ternary System (NH 4 ) 2 SO 4 - H 2 SO 4 -H 2 O and the Implications for Cirrus Cloud Formation Phase Transformations of the Ternary System (NH 4 ) 2 SO 4 - H 2 SO 4 -H 2 O and the Implications for Cirrus Cloud Formation Scot T. Martin Department of Environmental Sciences and Engineering, The University

More information

Ammonium Bisulfate/Water Equilibrium and Metastability Phase Diagrams

Ammonium Bisulfate/Water Equilibrium and Metastability Phase Diagrams J. Phys. Chem. A 1997, 101, 4191-4195 4191 Ammonium Bisulfate/Water Equilibrium and Metastability Phase Diagrams Dan G. Imre,*, Jun Xu, I. N. Tang, and R. McGraw EnVironmental Chemistry DiVision, Department

More information

Melting of ice particles:

Melting of ice particles: Melting of ice particles: When ice particles fall below 0 C they begin to melt, but the process takes some time since heat transfer needs to occur (heat from ambient environment has to supply the latent

More information

Mid High Latitude Cirrus Precipitation Processes. Jon Sauer, Dan Crocker, Yanice Benitez

Mid High Latitude Cirrus Precipitation Processes. Jon Sauer, Dan Crocker, Yanice Benitez Mid High Latitude Cirrus Precipitation Processes Jon Sauer, Dan Crocker, Yanice Benitez Department of Chemistry and Biochemistry, University of California, San Diego, CA 92093, USA *To whom correspondence

More information

Chapter 7 Precipitation Processes

Chapter 7 Precipitation Processes Chapter 7 Precipitation Processes Chapter overview: Supersaturation and water availability Nucleation of liquid droplets and ice crystals Liquid droplet and ice growth by diffusion Collision and collection

More information

Aircraft Icing Icing Physics

Aircraft Icing Icing Physics Aircraft Icing Icing Physics Prof. Dr. Dept. Aerospace Engineering, METU Fall 2015 Outline Formation of ice in the atmosphere Supercooled water droplets Mechanism of aircraft icing Icing variations Ice

More information

Precipitation Formation, and RADAR Equation by Dario B. Giaiotti and Fulvio Stel (1)

Precipitation Formation, and RADAR Equation by Dario B. Giaiotti and Fulvio Stel (1) PhD Environmental Fluid Mechanics Physics of the Atmosphere University of Trieste International Center for Theoretical Physics Precipitation Formation, and RADAR Equation by Dario B. Giaiotti and Fulvio

More information

Modeling of cloud microphysics: from simple concepts to sophisticated parameterizations. Part I: warm-rain microphysics

Modeling of cloud microphysics: from simple concepts to sophisticated parameterizations. Part I: warm-rain microphysics Modeling of cloud microphysics: from simple concepts to sophisticated parameterizations. Part I: warm-rain microphysics Wojciech Grabowski National Center for Atmospheric Research, Boulder, Colorado parameterization

More information

PRECIPITATION PROCESSES

PRECIPITATION PROCESSES PRECIPITATION PROCESSES Loknath Adhikari This summary deals with the mechanisms of warm rain processes and tries to summarize the factors affecting the rapid growth of hydrometeors in clouds from (sub)

More information

CHAPTER 8. AEROSOLS 8.1 SOURCES AND SINKS OF AEROSOLS

CHAPTER 8. AEROSOLS 8.1 SOURCES AND SINKS OF AEROSOLS 1 CHAPTER 8 AEROSOLS Aerosols in the atmosphere have several important environmental effects They are a respiratory health hazard at the high concentrations found in urban environments They scatter and

More information

Precipitation Processes METR σ is the surface tension, ρ l is the water density, R v is the Gas constant for water vapor, T is the air

Precipitation Processes METR σ is the surface tension, ρ l is the water density, R v is the Gas constant for water vapor, T is the air Precipitation Processes METR 2011 Introduction In order to grow things on earth, they need water. The way that the earth naturally irrigates is through snowfall and rainfall. Therefore, it is important

More information

Depolarization of Light by Single Particles: Unraveling the Mysteries of Paris Fog

Depolarization of Light by Single Particles: Unraveling the Mysteries of Paris Fog Depolarization of Light by Single Particles: Unraveling the Mysteries of Paris Fog Darrel Baumgardner Centro de Ciencias de la Atmósfera Universidad Nacional Autónoma de México Neda Boyouk Site Instrumental

More information

Ice Nucleating Particle (INP) Measurements at YMC: ETH - PINC and HINC

Ice Nucleating Particle (INP) Measurements at YMC: ETH - PINC and HINC Ice Nucleating Particle (INP) Measurements at YMC: ETH - PINC and HINC Portable Ice Nucleation Chamber Horizontal Icee Nucleation Chamber Zamin A. Kanji ETH Zurich Year of the Maritime Continent (YMC)

More information

Aerosol-Cloud-Radiation Interactions in Atmospheric Forecast Models

Aerosol-Cloud-Radiation Interactions in Atmospheric Forecast Models Aerosol-Cloud-Radiation Interactions in Atmospheric Forecast Models John H. Seinfeld, Principal Investigator California Institute of Technology 1200 E. California Blvd., M/C 210-41 Pasadena, CA 91125 (626)

More information

A novel model to predict the physical state of atmospheric H 2 SO 4 /NH 3 /H 2 O aerosol particles

A novel model to predict the physical state of atmospheric H 2 SO 4 /NH 3 /H 2 O aerosol particles Atmos. Chem. Phys., 3, 909 924, 2003 Atmospheric Chemistry and Physics A novel model to predict the physical state of atmospheric H 2 SO 4 /NH 3 /H 2 O aerosol particles C. A. Colberg, B. P. Luo, H. Wernli,

More information

Chapter 7: Precipitation Processes. ESS5 Prof. Jin-Yi Yu

Chapter 7: Precipitation Processes. ESS5 Prof. Jin-Yi Yu Chapter 7: Precipitation Processes From: Introduction to Tropical Meteorology, 1st Edition, Version 1.1.2, Produced by the COMET Program Copyright 2007-2008, 2008, University Corporation for Atmospheric

More information

Collision and Coalescence 3/3/2010. ATS 351 Lab 7 Precipitation. Droplet Growth by Collision and Coalescence. March 7, 2006

Collision and Coalescence 3/3/2010. ATS 351 Lab 7 Precipitation. Droplet Growth by Collision and Coalescence. March 7, 2006 ATS 351 Lab 7 Precipitation March 7, 2006 Droplet Growth by Collision and Coalescence Growth by condensation alone takes too long ( 15 C -) Occurs in clouds with tops warmer than 5 F Greater the speed

More information

Aerosol Effects on Water and Ice Clouds

Aerosol Effects on Water and Ice Clouds Aerosol Effects on Water and Ice Clouds Ulrike Lohmann Department of Physics and Atmospheric Science, Dalhousie University, Halifax, N. S., Canada Contributions from Johann Feichter, Johannes Hendricks,

More information

Parameterization of the nitric acid effect on CCN activation

Parameterization of the nitric acid effect on CCN activation Atmos. Chem. Phys., 5, 879 885, 25 SRef-ID: 168-7324/acp/25-5-879 European Geosciences Union Atmospheric Chemistry and Physics Parameterization of the nitric acid effect on CCN activation S. Romakkaniemi,

More information

Short Course Challenges in Understanding Cloud and Precipitation Processes and Their Impact on Weather and Climate

Short Course Challenges in Understanding Cloud and Precipitation Processes and Their Impact on Weather and Climate Short Course Challenges in Understanding Cloud and Precipitation Processes and Their Impact on Weather and Climate Darrel Baumgardner PhD. Droplet Measurement Technologies February 18-22 3:30-4:30 pm break

More information

THE VARIABILITY OF ICE NUCLEATING AEROSOLS OVER CENTRAL EUROPE

THE VARIABILITY OF ICE NUCLEATING AEROSOLS OVER CENTRAL EUROPE THE VARIABILITY OF ICE NUCLEATING AEROSOLS OVER CENTRAL EUROPE Holger Klein 1,Ulrich Bundke 1, Björn Nillius 2, Lothar Schütz 2,Thomas Wetter 1 and Heinz Bingemer 1 1 Institute for Atmosphere and Environment,

More information

Precipitations. Terminal Velocity. Chapter 7: Precipitation Processes. Growth of Cloud Droplet Forms of Precipitations Cloud Seeding

Precipitations. Terminal Velocity. Chapter 7: Precipitation Processes. Growth of Cloud Droplet Forms of Precipitations Cloud Seeding Chapter 7: Precipitation Processes Precipitations Water Vapor Saturated Need cloud nuclei Cloud Droplet formed around Cloud Nuclei Growth of Cloud Droplet Forms of Precipitations Cloud Seeding Precipitation

More information

9 Condensation. Learning Goals. After studying this chapter, students should be able to:

9 Condensation. Learning Goals. After studying this chapter, students should be able to: 9 Condensation Learning Goals After studying this chapter, students should be able to: 1. explain the microphysical processes that operate in clouds to influence the formation and growth of cloud droplets

More information

Name of research institute or organization: Technische Universität Darmstadt, Institut für Angewandte Geowissenschaften, Umweltmineralogie

Name of research institute or organization: Technische Universität Darmstadt, Institut für Angewandte Geowissenschaften, Umweltmineralogie Name of research institute or organization: Technische Universität Darmstadt, Institut für Angewandte Geowissenschaften, Umweltmineralogie Title of project: In-situ environmental scanning electron microscopic

More information

1. INTRODUCTION. investigating the differences in actual cloud microphysics.

1. INTRODUCTION. investigating the differences in actual cloud microphysics. MICROPHYSICAL PROPERTIES OF DEVELOPING VERSUS NON-DEVELOPING CLOUD CLUSTERS DURING TROPICAL CYCLOGENESIS 4B.5 Nathan D. Johnson,* William C. Conant, and Elizabeth A. Ritchie Department of Atmospheric Sciences,

More information

Lesson 9: States of Matter

Lesson 9: States of Matter Lesson 9: States of Matter Do Now 6O, 6S 11.8.18 Take out HW 6.14 to be checked. Copy info into CJ keep CJ out and open on desk throughout class. On Do Now Page #5, copy and answer: 1. If you use a magnet

More information

Influence of Organic-Containing Aerosols on Marine Boundary Layer Processes

Influence of Organic-Containing Aerosols on Marine Boundary Layer Processes DISTRIBUTION STATEMENT A. Approved for public release; distribution is unlimited. Influence of Organic-Containing Aerosols on Marine Boundary Layer Processes John H. Seinfeld California Institute of Technology,

More information

Effects of methanol on crystallization of water in the deeply super cooled region

Effects of methanol on crystallization of water in the deeply super cooled region Effects of methanol on crystallization of water in the deeply super cooled region Ryutaro Souda Nanoscale Materials Center National Institute for Materials Science Japan PHYSICAL REVIEW B 75, 184116, 2007

More information

Name Class Date STUDY GUIDE FOR CONTENT MASTERY

Name Class Date STUDY GUIDE FOR CONTENT MASTERY Atmosphere SECTION 11.1 Atmospheric Basics In your textbook, read about the composition of the atmosphere. Circle the letter of the choice that best completes the statement. 1. Most of Earth s atmosphere

More information

A Novel Cirrus Cloud Retrieval Method For GCM High Cloud Validations

A Novel Cirrus Cloud Retrieval Method For GCM High Cloud Validations A Novel Cirrus Cloud Retrieval Method For GCM High Cloud Validations David Mitchell Anne Garnier Melody Avery Desert Research Institute Science Systems & Applications, Inc. NASA Langley Reno, Nevada Hampton,

More information

Chapter 5 - Atmospheric Moisture

Chapter 5 - Atmospheric Moisture Chapter 5 - Atmospheric Moisture Understanding Weather and Climate Aguado and Burt Water Water Vapor - water in a gaseous form, not droplets. Water can also achieve solid and liquid phases on Earth Temperature

More information

Infrared extinction spectroscopy and Raman microspectroscopy of selected components of. mineral dust with organic compounds.

Infrared extinction spectroscopy and Raman microspectroscopy of selected components of. mineral dust with organic compounds. Infrared extinction spectroscopy and Raman microspectroscopy of selected components of mineral dust with organic compounds. 1. Introduction Mineral dust is one of the major constituents of particulate

More information

Role of atmospheric aerosol concentration on deep convective precipitation: Cloud-resolving model simulations

Role of atmospheric aerosol concentration on deep convective precipitation: Cloud-resolving model simulations Role of atmospheric aerosol concentration on deep convective precipitation: Cloud-resolving model simulations Wei-Kuo Tao,1 Xiaowen Li,1,2 Alexander Khain,3 Toshihisa Matsui,1,2 Stephen Lang,4 and Joanne

More information

Chasing Aerosol Particles Down to Nano Sizes

Chasing Aerosol Particles Down to Nano Sizes Chasing Aerosol Particles Down to Nano Sizes ERC Seminar 13 June 2013 Armin Sorooshian Chemical & Environmental Engineering Atmospheric Sciences University of Arizona Outline of Talk 1. What are aerosol

More information

Cathryn Fox, Juliet Pickering Jon Murray, Alan Last.

Cathryn Fox, Juliet Pickering Jon Murray, Alan Last. Cathryn Fox, Juliet Pickering Jon Murray, Alan Last c.fox11@imperial.ac.uk Campaign overview Cirrus Coupled Cloud-Radiation Experiment Aims: to understand the link between cirrus microphysical properties

More information

Cloud Condensation Nuclei Hygroscopic Parameter Kappa

Cloud Condensation Nuclei Hygroscopic Parameter Kappa Cloud Condensation Nuclei Hygroscopic Parameter Kappa Covers Reading Material in Chapter 17.5 Atmospheric Sciences 5200 Physical Meteorology III: Cloud Physics Cloud Condensation Nuclei (CCN) Form a cloud

More information

POLYAMIDE-6,9 WITH CARBAZOLE

POLYAMIDE-6,9 WITH CARBAZOLE Chapter 5 POLYAMIDE-6,9 WITH CARBAZOLE CONTENTS 5.1 Introduction 174 5.2 Thermogravimetric Analysis 175 5.3 Differential Scanning Calorimetry 176 5.3.1 Pan Melt Blending 176 5.3.1.1 Melting Temperatures

More information

Warm Rain Precipitation Processes

Warm Rain Precipitation Processes Warm Rain Precipitation Processes Cloud and Precipitation Systems November 16, 2005 Jonathan Wolfe 1. Introduction Warm and cold precipitation formation processes are fundamentally different in a variety

More information

Separating Cloud Forming Nuclei from Interstitial Aerosol

Separating Cloud Forming Nuclei from Interstitial Aerosol Chapter 16 Separating Cloud Forming Nuclei from Interstitial Aerosol Gourihar Kulkarni Additional information is available at the end of the chapter http://dx.doi.org/10.5772/50589 1. Introduction Our

More information

Size Distribution and Hygroscopic Properties of Agricultural Aerosols

Size Distribution and Hygroscopic Properties of Agricultural Aerosols Size Distribution and Hygroscopic Properties of Agricultural Aerosols Naruki Hiranuma 1, Sarah D. Brooks 1, Brent W. Auvermann 2, Rick Littleton 3 1 Department of Atmospheric Sciences, Texas A&M University.

More information

Implications of Sulfate Aerosols on Clouds, Precipitation and Hydrological Cycle

Implications of Sulfate Aerosols on Clouds, Precipitation and Hydrological Cycle Implications of Sulfate Aerosols on Clouds, Precipitation and Hydrological Cycle Source: Sulfate aerosols are produced by chemical reactions in the atmosphere from gaseous precursors (with the exception

More information

NOTES AND CORRESPONDENCE. High Aitken Nucleus Concentrations above Cloud Tops in the Arctic

NOTES AND CORRESPONDENCE. High Aitken Nucleus Concentrations above Cloud Tops in the Arctic 779 NOTES AND CORRESPONDENCE High Aitken Nucleus Concentrations above Cloud Tops in the Arctic TIMOTHY J. GARRETT* AND PETER V. HOBBS Atmospheric Sciences Department, University of Washington, Seattle,

More information

Effects of Atmospheric Humidity on the Refractive Index and the Size Distribution of Aerosols as Estimated from Light Scattering Measurements

Effects of Atmospheric Humidity on the Refractive Index and the Size Distribution of Aerosols as Estimated from Light Scattering Measurements June 1984 T. Takamura, M. Tanaka and T. Nakajima 573 Effects of Atmospheric Humidity on the Refractive Index and the Size Distribution of Aerosols as Estimated from Light Scattering Measurements By Tamio

More information

Prediction of cirrus clouds in GCMs

Prediction of cirrus clouds in GCMs Prediction of cirrus clouds in GCMs Bernd Kärcher, Ulrike Burkhardt, Klaus Gierens, and Johannes Hendricks DLR Institut für Physik der Atmosphäre Oberpfaffenhofen, 82234 Wessling, Germany bernd.kaercher@dlr.de

More information

Oxalic acid as a heterogeneous ice nucleus in the upper troposphere and its indirect aerosol effect

Oxalic acid as a heterogeneous ice nucleus in the upper troposphere and its indirect aerosol effect Atmos. Chem. Phys., 6, 3115 3129, 2006 Author(s) 2006. This work is licensed under a Creative Commons License. Atmospheric Chemistry and Physics Oxalic acid as a heterogeneous ice nucleus in the upper

More information

The Pennsylvania State University. The Graduate School. Eberly College of Science HYSTERESIS AND HISTORY EFFECTS OF ORGANIC AEROSOL PARTICLES

The Pennsylvania State University. The Graduate School. Eberly College of Science HYSTERESIS AND HISTORY EFFECTS OF ORGANIC AEROSOL PARTICLES The Pennsylvania State University The Graduate School Eberly College of Science HYSTERESIS AND HISTORY EFFECTS OF ORGANIC AEROSOL PARTICLES CONTAINING PHENYLGLYOXYLIC ACID AND 3,4- DIMETHOXYPHENYLACETIC

More information

Ammonium Sulfate: Equilibrium and Metastability Phase Diagrams from 40 to -50 C

Ammonium Sulfate: Equilibrium and Metastability Phase Diagrams from 40 to -50 C 7462 J. Phys. Chem. B 1998, 102, 7462-7469 Ammonium Sulfate: Equilibrium and Metastability Phase Diagrams from 40 to -50 C Jun Xu, Dan Imre,* Robert McGraw, and Ignatius Tang BrookhaVen National Laboratory,

More information

Aerosol Dynamics. Antti Lauri NetFAM Summer School Zelenogorsk, 9 July 2008

Aerosol Dynamics. Antti Lauri NetFAM Summer School Zelenogorsk, 9 July 2008 Aerosol Dynamics Antti Lauri NetFAM Summer School Zelenogorsk, 9 July 2008 Department of Physics, Division of Atmospheric Sciences and Geophysics, University of Helsinki Aerosol Dynamics: What? A way to

More information

The impact of aerosols and gravity waves on cirrus clouds at midlatitudes

The impact of aerosols and gravity waves on cirrus clouds at midlatitudes JOURNAL OF GEOPHYSICAL RESEARCH, VOL. 109,, doi:10.1029/2004jd004579, 2004 The impact of aerosols and gravity waves on cirrus clouds at midlatitudes W. Haag and B. Kärcher Institut für Physik der Atmosphäre

More information

Summary of riming onset conditions for different crystal habits. Semi-dimension: width / lateral dimension (perpendicular to c-axis)

Summary of riming onset conditions for different crystal habits. Semi-dimension: width / lateral dimension (perpendicular to c-axis) Summary of riming onset conditions for different crystal habits Semi-dimension: width / lateral dimension (perpendicular to c-axis) HEAT BALANCE FOR GRAUPEL PARTICLES Consider a graupel particle growing

More information

The impact of microphysical parameters, ice nucleation mode, and habit growth on the ice/liquid partitioning in mixed phase Arctic clouds

The impact of microphysical parameters, ice nucleation mode, and habit growth on the ice/liquid partitioning in mixed phase Arctic clouds JOURNAL OF GEOPHYSICAL RESEARCH, VOL. 116,, doi:10.1029/2011jd015729, 2011 The impact of microphysical parameters, ice nucleation mode, and habit growth on the ice/liquid partitioning in mixed phase Arctic

More information

J. Schneider & Chr. Voigt - Physics and Chemistry of Aerosols and Ice Clouds

J. Schneider & Chr. Voigt - Physics and Chemistry of Aerosols and Ice Clouds Chapter 8 Contrails and contrail cirrus 8.1 Introduction - Terminology 8.2 Contrail formation conditions 8.3 Heterogeneous nucleation on volatile aerosol and soot 8.4 Indirect effect of soot on cirrus

More information

The reviewer s comments are presented in italics, followed by our responses. We thank the reviewer for his comments.

The reviewer s comments are presented in italics, followed by our responses. We thank the reviewer for his comments. Anonymous Referee #1 The reviewer s comments are presented in italics, followed by our responses. We thank the reviewer for his comments. The authors describe cloud microphysical measurements made at Storm

More information

Evidence that Nitric Acid Increases Relative Humidity in Low-Temperature Cirrus

Evidence that Nitric Acid Increases Relative Humidity in Low-Temperature Cirrus Supporting Online Material for: Evidence that Nitric Acid Increases Relative Humidity in Low-Temperature Cirrus Clouds R. S. Gao, P. J. Popp, D. W. Fahey, T. P. Marcy, R. L. Herman, E. M. Weinstock, D.

More information

Radiation in the atmosphere

Radiation in the atmosphere Radiation in the atmosphere Flux and intensity Blackbody radiation in a nutshell Solar constant Interaction of radiation with matter Absorption of solar radiation Scattering Radiative transfer Irradiance

More information

Hygroscopic Growth of Aerosols and their Optical Properties

Hygroscopic Growth of Aerosols and their Optical Properties Hygroscopic Growth of Aerosols and their Optical Properties Cynthia Randles Atmospheric & Oceanic Sciences Princeton University V. Ramaswamy and L. M. Russell ! Introduction Presentation Overview! Aerosol

More information

Heat Capacity of Water A) heat capacity amount of heat required to change a substance s temperature by exactly 1 C

Heat Capacity of Water A) heat capacity amount of heat required to change a substance s temperature by exactly 1 C CHEMISTRY Ch. 13 Notes: Water and Its Solutions NOTE: Vocabulary terms are in boldface and underlined. Supporting details are in italics. 13.1 Notes I. Water Molecule Characteristics POLAR molecule (a

More information

A new versatile condensation particle counter for research and environmental monitoring

A new versatile condensation particle counter for research and environmental monitoring A new versatile condensation particle counter for research and environmental monitoring, Maximilian Weiss Palas GmbH, Greschbachstr. 3b, 76229 Karlsruhe, Germany, http://www.palas.de, spielvogel@palas.de

More information

JOURNAL OF GEOPHYSICAL RESEARCH, VOL. 104, NO. DII, PAGES 13,781-13,790, JUNE 20, 1999

JOURNAL OF GEOPHYSICAL RESEARCH, VOL. 104, NO. DII, PAGES 13,781-13,790, JUNE 20, 1999 JOURNAL OF GEOPHYSICAL RESEARCH VOL 104 NO DII PAGES 13781-13790 JUNE 20 1999 Deliquescence efflorescence and supercooling of ammonium sulfate aerosols at low temperature: Implications for cirrus cloud

More information

Modeling Optical Properties of Martian Dust Using Mie Theory

Modeling Optical Properties of Martian Dust Using Mie Theory Modeling Optical Properties of Martian Dust Using Mie Theory Attila Elteto ATOC 5235: Remote Sensing of the Atmosphere and Oceans Spring, 2003 1. Introduction The Mie-Debye theory is a simple method for

More information

Lecture 07 February 10, 2010 Water in the Atmosphere: Part 1

Lecture 07 February 10, 2010 Water in the Atmosphere: Part 1 Lecture 07 February 10, 2010 Water in the Atmosphere: Part 1 About Water on the Earth: The Hydrological Cycle Review 3-states of water, phase change and Latent Heat Indices of Water Vapor Content in the

More information

Response to Referee 2

Response to Referee 2 Response to Referee 2 S. Metzger et al. 10 August 2018 We thank the referee for the manuscript review. Please find our pointby-point reply below. Accordingly, the revised MS will include clarifications.

More information

Supplement of Studying the vertical aerosol extinction coefficient by comparing in situ airborne data and elastic backscatter lidar

Supplement of Studying the vertical aerosol extinction coefficient by comparing in situ airborne data and elastic backscatter lidar Supplement of Atmos. Chem. Phys., 16, 4539 4554, 2016 http://www.atmos-chem-phys.net/16/4539/2016/ doi:10.5194/acp-16-4539-2016-supplement Author(s) 2016. CC Attribution 3.0 License. Supplement of Studying

More information

A parameterization of cirrus cloud formation: Heterogeneous freezing

A parameterization of cirrus cloud formation: Heterogeneous freezing JOURNAL OF GEOPHYSICAL RESEARCH, VOL. 108, NO. D14, 4402, doi:10.1029/2002jd003220, 2003 A parameterization of cirrus cloud formation: Heterogeneous freezing B. Kärcher Deutsches Zentrum für Luft- und

More information

Water in the Atmosphere

Water in the Atmosphere Water in the Atmosphere Characteristics of Water solid state at 0 o C or below (appearing as ice, snow, hail and ice crystals) liquid state between 0 o C and 100 o C (appearing as rain and cloud droplets)

More information

Parametrizing cloud and precipitation in today s NWP and climate models. Richard Forbes

Parametrizing cloud and precipitation in today s NWP and climate models. Richard Forbes Parametrizing cloud and precipitation in today s NWP and climate models Richard Forbes (ECMWF) with thanks to Peter Bechtold and Martin Köhler RMetS National Meeting on Clouds and Precipitation, 16 Nov

More information

Interpreting Phase Diagrams

Interpreting Phase Diagrams Interpreting Phase Diagrams Understanding chemical reactions requires that we know something about how materials behave as the temperature and pressure change. For a single component (like quartz or ice)

More information

UNRESOLVED ISSUES. 1. Spectral broadening through different growth histories 2. Entrainment and mixing 3. In-cloud activation

UNRESOLVED ISSUES. 1. Spectral broadening through different growth histories 2. Entrainment and mixing 3. In-cloud activation URESOLVED ISSUES. Spectral broadening through different growth histories 2. Entrainment and mixing. In-cloud activation /4 dr dt ξ ( S ) r, ξ F D + F K 2 dr dt 2ξ ( S ) For a given thermodynamic conditions

More information

Mystery of ice multiplication in warm based precipitating shallow cumulus clouds

Mystery of ice multiplication in warm based precipitating shallow cumulus clouds Click Here for Full Article GEOPHYSICAL RESEARCH LETTERS, VOL. 37,, doi:10.1029/2010gl042440, 2010 Mystery of ice multiplication in warm based precipitating shallow cumulus clouds Jiming Sun, 1,2 Parisa

More information

Modeling Ice Growth In Clouds

Modeling Ice Growth In Clouds Modeling Ice Growth In Clouds Uncertainties, Inconsistencies and New Approaches Perspective of Jerry Y. Harrington Pennsylvania State University With Special Thanks to: NSF, ASR, Dennis Lamb, Kara Sulia,

More information

Applications of the SEVIRI window channels in the infrared.

Applications of the SEVIRI window channels in the infrared. Applications of the SEVIRI window channels in the infrared jose.prieto@eumetsat.int SEVIRI CHANNELS Properties Channel Cloud Gases Application HRV 0.7 Absorption Scattering

More information

Precipitation. GEOG/ENST 2331 Lecture 12 Ahrens: Chapter 7

Precipitation. GEOG/ENST 2331 Lecture 12 Ahrens: Chapter 7 Precipitation GEOG/ENST 2331 Lecture 12 Ahrens: Chapter 7 Last lecture! Atmospheric stability! Condensation! Cloud condensation nuclei (CCN)! Types of clouds Precipitation! Why clouds don t fall! Terminal

More information

Authors response to the reviewers comments

Authors response to the reviewers comments Manuscript No.: amtd-3-c1225-2010 Authors response to the reviewers comments Title: Satellite remote sensing of Asian aerosols: A case study of clean, polluted, and Asian dust storm days General comments:

More information

Physio-chemical and Optical Characterization of Anthropogenic and Natural Aerosol: Implications for Assessing Global Effects

Physio-chemical and Optical Characterization of Anthropogenic and Natural Aerosol: Implications for Assessing Global Effects Physio-chemical and Optical Characterization of Anthropogenic and Natural Aerosol: Implications for Assessing Global Effects GLOBE Pollution Southern Japan TRACE-P, 2001 Dust Antony Clarke, University

More information

Depositional ice nucleation onto crystalline hydrated NaCl particles: a new mechanism for ice formation in the troposphere

Depositional ice nucleation onto crystalline hydrated NaCl particles: a new mechanism for ice formation in the troposphere 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 Depositional ice nucleation onto crystalline hydrated NaCl particles: a new mechanism for ice formation in the troposphere Matthew E. Wise 1,2, Kelly J. Baustian

More information

Daniel R. Adriaansen * University of North Dakota, Grand Forks, ND. M. J. Alexander NWRA/Colorado Research Associates Div.

Daniel R. Adriaansen * University of North Dakota, Grand Forks, ND. M. J. Alexander NWRA/Colorado Research Associates Div. 9.5 OBSERVATIONS OF TROPOSPHERIC, CONVECTIVELY GENERATED GRAVITY WAVES FROM ATMOSPHERIC PROFILING PLATFORMS Daniel R. Adriaansen * University of North Dakota, Grand Forks, ND M. J. Alexander NWRA/Colorado

More information

Kinetics of Deliquescence of Ammonium Sulfate Particles

Kinetics of Deliquescence of Ammonium Sulfate Particles Kinetics of Deliquescence of Ammonium Sulfate Particles By Rocsana Gabriela Pancescu A thesis presented to the University of Waterloo in fulfillment of the thesis requirement for the degree of Doctor of

More information

A critical review of the design, execution and evaluation of cloud seeding experiments

A critical review of the design, execution and evaluation of cloud seeding experiments A critical review of the design, execution and evaluation of cloud seeding experiments Roelof T. Bruintjes WMA Meeting September 2013, Santiago Research Applications Program, National Center for Atmospheric

More information

Meteorology. I. The Atmosphere - the thin envelope of gas that surrounds the earth.

Meteorology. I. The Atmosphere - the thin envelope of gas that surrounds the earth. Meteorology I. The Atmosphere - the thin envelope of gas that surrounds the earth. A. Atmospheric Structure - the atmosphere is divided into five distinct layers that are based on their unique characteristics.

More information

Ice supersaturation in ECMWF s Integrated Forecast System

Ice supersaturation in ECMWF s Integrated Forecast System from Newsletter Number 09 Autumn 2006 METEOROLOGY Ice supersaturation in ECMWF s Integrated Forecast System doi:0.2957/br08ogs39 This article appeared in the Meteorology section of ECMWF Newsletter No.

More information

New Particle Formation in the UT/LS:

New Particle Formation in the UT/LS: New Particle Formation in the UT/LS: Project Overview and Preliminary Results Li-Hao Young 1, David Benson 1, William Montanaro 1, James C. Wilson 2, and Shan-Hu Lee 1 1 Kent State University 2 University

More information

Ice nucleation in sulfuric acid and ammonium sulfate particles Anthony J. Prenni, Matthew E. Wise, Sarah D. Brooks, and Margaret A.

Ice nucleation in sulfuric acid and ammonium sulfate particles Anthony J. Prenni, Matthew E. Wise, Sarah D. Brooks, and Margaret A. JOURNAL OF GEOPHYSICAL RESEARCH, VOL. 106, NO. D3, PAGES 3037-3044, FEBRUARY 16, 2001 Ice nucleation in sulfuric acid and ammonium sulfate particles Anthony J. Prenni, Matthew E. Wise, Sarah D. Brooks,

More information

Parameterizing the competition between homogeneous and heterogeneous freezing in ice cloud formation polydisperse ice nuclei

Parameterizing the competition between homogeneous and heterogeneous freezing in ice cloud formation polydisperse ice nuclei Atmos. Chem. Phys., 9, 5933 5948, 009 www.atmos-chem-phys.net/9/5933/009/ Author(s) 009. This work is distributed under the Creative Commons Attribution 3.0 License. Atmospheric Chemistry and Physics Parameterizing

More information

Effect of aging on cloud nucleating properties of atmospheric aerosols

Effect of aging on cloud nucleating properties of atmospheric aerosols Effect of aging on cloud nucleating properties of atmospheric aerosols Yan Ma Nanjing University of Information Science & Technology The 1st Regional GEOS-Chem Asia Meeting 2015 年 5 月 8 日 Indirect effect

More information

MODEL LIDAR COMPARISON OF DUST VERTICAL DISTRIBUTIONS OVER ROME (ITALY) DURING

MODEL LIDAR COMPARISON OF DUST VERTICAL DISTRIBUTIONS OVER ROME (ITALY) DURING MODEL LIDAR COMPARISON OF DUST VERTICAL DISTRIBUTIONS OVER ROME (ITALY) DURING - Pavel Kishcha (), Francesca Barnaba (), Giant P. Gobbi (), Pinhas Alpert (), Alon Shtivelman (), Simon Kricha (), and Joachin

More information

What does a raindrop look like as it is falling? A B C

What does a raindrop look like as it is falling? A B C What does a raindrop look like as it is falling? A B C As the raindrop falls, it bumps into air molecules, flattening out the bottom of the drop! Force or air resistance Force of gravity Water can be in

More information

EARTH SCIENCE. Prentice Hall Water in the Atmosphere Water in the Atmosphere Water in the Atmosphere.

EARTH SCIENCE. Prentice Hall Water in the Atmosphere Water in the Atmosphere Water in the Atmosphere. Prentice Hall EARTH SCIENCE Tarbuck Lutgens Water s Changes of State 1. Precipitation is any form of water that falls from a cloud. a. Examples: Snow, rain, hail, sleet 3 States of matter of water: 1.

More information

Final report on the operation of a Campbell Scientific CS135 ceilometer at Chilbolton Observatory

Final report on the operation of a Campbell Scientific CS135 ceilometer at Chilbolton Observatory Final report on the operation of a Campbell Scientific ceilometer at Chilbolton Observatory Judith Agnew RAL Space 27 th March 2014 Summary A Campbell Scientific ceilometer has been operating at Chilbolton

More information

Chemistry of SO 2 in tropospheric volcanic plumes

Chemistry of SO 2 in tropospheric volcanic plumes Chemistry of SO 2 in tropospheric volcanic plumes by Dr. Lizzette A. Rodríguez Iglesias Department of Geology University of Puerto Rico Mayagüez Campus Photo: L. Rodriguez http://volcano-pictures.info/glossary/volcanic_gas.html

More information

Atomic Force Microscopy Characterization of Room- Temperature Adlayers of Small Organic Molecules through Graphene Templating

Atomic Force Microscopy Characterization of Room- Temperature Adlayers of Small Organic Molecules through Graphene Templating Atomic Force icroscopy Characterization of Room- Temperature Adlayers of Small Organic olecules through Graphene Templating Peigen Cao, Ke Xu,2, Joseph O. Varghese, and James R. Heath *. Kavli Nanoscience

More information

3.4 Odd Observation in High Altitude Clouds with Depolarization Measurement Lidar. Sangwoo Lee, Jie Lei, and I. H. Hwang

3.4 Odd Observation in High Altitude Clouds with Depolarization Measurement Lidar. Sangwoo Lee, Jie Lei, and I. H. Hwang 3.4 Odd Observation in High Altitude Clouds with Depolarization Measurement Lidar Sangwoo Lee, Jie Lei, and I. H. Hwang Science & Engineering Services, Inc. 6992 Columbia Gateway Dr. Suite 200 Columbia,

More information

Particle counting efficiencies of new TSI condensation particle counters

Particle counting efficiencies of new TSI condensation particle counters Aerosol Science 38 (27) 674 682 www.elsevier.com/locate/jaerosci Technical note Particle counting efficiencies of new TSI condensation particle counters M. Hermann a,, B. Wehner a, O. Bischof b, H.-S.

More information

atomic absorption spectroscopy general can be portable and used in-situ preserves sample simpler and less expensive

atomic absorption spectroscopy general can be portable and used in-situ preserves sample simpler and less expensive Chapter 9: End-of-Chapter Solutions 1. The following comparison provides general trends, but both atomic absorption spectroscopy (AAS) and atomic absorption spectroscopy (AES) will have analyte-specific

More information

5) The amount of heat needed to raise the temperature of 1 gram of a substance by 1 C is called: Page Ref: 69

5) The amount of heat needed to raise the temperature of 1 gram of a substance by 1 C is called: Page Ref: 69 Homework #2 Due 9/19/14 1) If the maximum temperature for a particular day is 26 C and the minimum temperature is 14 C, what would the daily mean temperature be? (Page Ref: 66) 2) How is the annual mean

More information

13.1 States of Matter: A Review 13.2 Properties of Liquids A. Evaporation B. Vapor Pressure C. Surface Tension 13.3 Boiling Point and Melting Point

13.1 States of Matter: A Review 13.2 Properties of Liquids A. Evaporation B. Vapor Pressure C. Surface Tension 13.3 Boiling Point and Melting Point 13.1 States of Matter: A Review 13.2 Properties of Liquids A. Evaporation B. Vapor Pressure C. Surface Tension 13.3 Boiling Point and Melting Point 13.4 Changes of State 13.5 Intermolecular Forces 13.6

More information

Title of file for HTML: Supplementary Information Description: Supplementary Figures, Supplementary Tables and Supplementary References

Title of file for HTML: Supplementary Information Description: Supplementary Figures, Supplementary Tables and Supplementary References Title of file for HTML: Supplementary Information Description: Supplementary Figures, Supplementary Tables and Supplementary References Title of file for HTML: Peer Review File Description: g e (RH) (bulk)

More information