CATALYSIS, KINETICS AND REACTION ENGINEERING Chinese Journal of Chemical Engineering, 21(8) 835—843 (2013) DOI: 10.1016/S1004-9541(13)60559-5 Transfer and Reaction Performances of Selective Catalytic Reduction of N2O with CO over Monolith Catalysts* DAI Chengna (代成娜), LEI Zhigang (雷志刚)**, WANG Yuli (王玉丽), ZHANG Runduo (张润铎) and CHEN Biaohua (陈标华) State Key Laboratory of Chemical Resource Engineering, Beijing University of Chemical Technology, Beijing 100029, China Abstract This work tries to identify the relationship between geometric configuration of monolith catalysts, and transfer and reaction performances for selective catalytic reduction of N2O with CO. Monolith catalysts with five different channel shapes (circle, regular triangle, rectangle, square and hexagon), was investigated to make a comprehensive comparison of their pressure drop, heat transfer Nu number, mass transfer Sh number and N2O conversion. It was found that monolith catalysts have a much lower pressure drop than that of traditional packed bed, and for monolith catalysts with different channel shapes, pressure drop decreases in the order of regular triangle > rectangle > square > hexagon > circle. The order of Nu is in regular triangle > rectangle ≈ square > hexagon > circle, similar to that of Sh. N2O conversion follows the order of regular triangle > rectangular ≈ square ≈ circle > hexagon. The results indicate that chemical reaction including internal diffusion is the controlling step in the selective catalytic reduction of N2O removal with CO. In addition, channel size and gas velocity also have influence on N2O conversion and pressure drop. Keywords selective catalytic reduction, N2O conversion, momentum transfer, heat transfer, mass transfer, monolith catalysts, mathematical modeling 1 INTRODUCTION As one strong greenhouse gas, N2O can make the global warming because it can adsorb and emit long-wave (infrared) radiation in a planetary atmosphere, and has a very long atmospheric lifetime which may reach up to 120 years [1-3]. The global warming potential of N2O is as 310 times as that of CO2. N2O also should be responsible for the destruction of ozone layer because it breaks down in the stratosphere by photolysis, affects the content of hydrogen, nitrogen, chlorine and bromine, and leads to stratospheric ozone destruction. It is well-known that N2O emission is caused by both natural and human-related sources, such as soil fertilization, livestock manure, combustion and certain other industrial processes including the chemical industry in adipic acid and nitric acid plants [4-6]. As the regulation for the N2O emission becomes more and more strict, much effort has been focused on the development of more efficient N2O removal technology. A number of methods have potentially been applied to the removal of N2O. In addition to thermal decomposition [7], the selective adsorption [8], application of plasma technology [9], catalytic destruction [10] or selective catalytic reduction (SCR) [11-13] is also employed. The selective catalytic reduction (SCR), using reductants such as light hydrocarbons (C1-C3), ammonia (NH3) and carbon monoxide (CO), is an effective way to minimize the impact of N2O on the environment, and it has been widely investigated over iron-containing zeolites [14-20]. Nitrogen (N2) and helium (He) are two kinds of widely used carrier gas for SCR of N2O with CO. On the other hand, structured catalysts and reactors as a new sustainable process intensification technology have been investigated in recent years, which are divided into monoliths, open cross-flow structures, foams, catalytic membranes and many others. Monolith structure is becoming widely used in gas-solid or multiphase catalytic reactions because of its unique advantages compared to traditional pellet packed-bed reactor, such as lower pressure drop, much higher surface area per unit volume of the bed and minimum axial dispersion stemming from the unique structured multichannel configuration of monoliths [21-23]. Ceramic [24, 25], metallic [26, 27], and cordierite [28] are often employed as the support materials of the monolith honeycomb reactor consisting of hundreds of parallel channels. Due to its high mechanical strength, high thermal stability and low cost, cordierite exhibits a number of advantages over these alternative support materials in monolith honeycomb reactors for controlling N2O emission from cars. Tronconi et al. [29] established oneand two-dimensional steady-state isothermal mathematical models of monolith reactors for SCR of NOx by NH3. Bhattacharya et al. [30, 31] studied the mass transfer coefficient in washcoated monoliths by 2D model. A few researches on SCR of NO with NH3 using monolith catalysts have been reported [32-36]. However, the study on SCR of N2O removal with CO using monolith catalysts has rarely been reported. Received 2012-01-08, accepted 2012-08-04. * Supported by the National Natural Science Foundation of China (21121064, 21076008), and the Projects in the National Science & Technology Pillar Program During the 12th Five-Year Plan Period (2011BAC06B04). ** To whom correspondence should be addressed. E-mail: [email protected] 836 Chin. J. Chem. Eng., Vol. 21, No. 8, August 2013 In this work, it is assumed that SCR takes place within the whole cordierite matrix which can be taken on as a porous medium. Monolith catalysts are the key technology of SCR process, and the configuration of monolith catalysts has prominent influence on transfer and reaction performances. Five channel shapes (circle, regular triangle, rectangle, square and hexagon) of monolith catalyst are introduced. The aim of this work is to establish the mathematical models to explicitly identify the relationship of monolith catalysts between geometric configuration and performances of transfer and reaction for SCR of N2O removal with CO by means of CFD (computational fluid dynamics) method so as to save a lot of labor and time in designing effective and efficient systems. Therefore, this work may arouse common interest for the environmentally catalytic chemists who are engaged in the field of poisonous gas removal using monolith catalysts to select the optimum monolith configuration from the viewpoint of chemical reaction engineering for further research. to establish a three-dimensional (3D), rigorous steadystate mathematical model so as to obtain the temperature and concentration distribution and further quantify the transfer and reaction performances inside the monolith channel based on the following assumptions: (1) uniform gas velocity, temperature and concentration at the entrance; (2) normal pressure at the outlet (101325 Pa); (3) symmetrical boundary on the axis and plane of symmetry, and no slip condition on the inner wall of the channel; (4) homogeneous reaction and heat radiation in the bulk phase are ignored; (5) the porous catalytic layer of Fe-ZSM-5 is homogeneous, isotropic and saturated with a single phase fluid; (6) only viscous flow (Darcy flow) is allowed in the porous medium in case of fluid passing through porous media. 2.2 2 2.1 MODEL DESCRIPTIONS Physical model and assumptions Monolith catalysts with cordierite as the support material and Fe-ZSM-5 catalyst as catalytic actives are used in this work for the selective catalytic reduction of N2O with CO. The main reaction is considered and written as follows [37]: N 2 O + CO ⎯⎯ → N 2 + CO 2 (1) In principle, the whole reaction process involves internal diffusion, external diffusion and reaction, as shown in Fig. 1. All channels of the monolith are equivalent with uniform flow distribution so that monolith catalysts can be viewed as consisting of a number of the same building block: a single channel with symmetrical peripheral walls. The CFD tool was used Figure 1 Governing equations 2.2.1 Gas phase With the above assumptions, a set of governing equations including mass, momentum and energy balances for describing gas phase and porous medium phase for the extruded cordierite matrix are summarized as below. continuity equation: ∇ ⋅ ( ρ u) = 0 (2) momentum balance equation: ∇ ⋅ ( ρ u × u) = −∇p + ∇ ⋅ ( μ (∇u + (∇u)T )) energy balance equation: ∇ ⋅ ( ρ c p uT ) = ∇ ⋅ (λg ∇T ) (3) (4) mass balance for species: ∇ ⋅ ( ρ uwi ) = ∇ ⋅ ( ρ Di ,carrier ∇wi ) (5) Schematic representation of physical modeling domain for SCR of N2O removal with CO using monolith catalysts 837 Chin. J. Chem. Eng., Vol. 21, No. 8, August 2013 where i = N2O, CO, N2 or He, ρ is gas density, u is gas velocity, μ is molecular viscosity, p is pressure, T is temperature, cp is constant pressure heat capacity, λg is gas thermal conductivity, and wi is mass fraction of species i. The carrier gas is N2 or He. 2.2.2 Porous medium phase (cordierite matrix) The porous media model was used for the cordierite zone where selective catalytic reduction of N2O with CO takes place. The governing equations for porous medium phase are similar as those for gas phase, except that there is an additional term on the right-hand side of momentum, energy and mass balance equations given as follows. momentum balance equation: ∇ ⋅ ( ρ u × u) = S (6) where S is a momentum source term expressed as [−(μ/a)u], and a ( = d p2ε 3 /[150(1 − ε )2 ] ) is the perme- ⎛ −62 × 106 ⎞ k N 2O = 29050 × T 0.2 exp ⎜ ⎟ ⎝ RT ⎠ where k is reaction rate constant, cN 2 O and cCO are the molar concentrations of N2O and CO, respectively. It is noted that the reaction order of CO is larger than that of N2O due to the stronger N2O adsorption on the surface sites. But it is less than unity, indicating that N2O does not react completely from the gas phase, but a small part comes from an adsorbed state. All physical properties of pure gas components were taken from the process simulation software PROII (version 8.2) at the operating temperature and pressure. The physical properties of gas mixture were derived by using ideal gas mixing law, except that the binary diffusion coefficients Di,carrier can be obtained as follows [41]: ability. energy balance equation: Di ,carrier = ∇ ⋅ ( ρ c p uT ) = ∇ ⋅ [λg ε + λs (1 − ε )∇T ] + (− RN 2O )(−ΔH r ) (7) where − RN 2O and ΔH r are the reaction rate and reaction heat, respectively. mass balance for species: ∇ ⋅ ( ρ uwi ) = ∇ ⋅ ( ρ Di ,carrier ∇wi ) + Ri (8) where Ri is the reaction or formation rate of specie i. 2.3 Model parameters The rate equation for main reaction is necessary to be determined beforehand. It is generally thought that this reaction follows the Eley-Rideal mechanism over Fe-ZSM-5 catalyst, which, however, has two kinds of possible reaction schemes. One consists of two elementary steps expressed by Eqs. (9) and (10) [38, 39], where CO from the gas phase induces the fast removal of surface atomic oxygen (often referred to as scavenging mechanism), while the other also consists of two elementary steps expressed by Eqs. (11) and (12) [39, 40], where the adsorbed CO species reacts with N2O to form products. N 2 O + ∗ ⎯⎯ → N2 + O ∗ (9) CO + O ∗ ⎯⎯ → CO 2 + ∗ (10) CO + ∗ ⎯⎯ → CO ∗ (11) N 2 O + CO ∗ ⎯⎯ → N 2 + CO 2 + ∗ (12) In this work, for simplification, we adopted a rate equation over Fe-ZSM-5 in a cordierite support, as proposed by Debbagh et al. [37]: 0.7 RN 2O = k N 2 O cN0.52O cCO (13) (14) 4.36 × 10−5 T 1.5 (1/ M i + 1/ M carrier ) p( Vi1/ 3 ) 2 1/ 3 + Vcarrier 0.5 (15) where M is molecular mass and V is molecular diffusion volume. Since a large amount of mixture gas is N2 or He, the composition dependency of binary diffusion coefficients can be neglected. In addition, the physical properties of solid phase (cordierite) are assumed to be constant, with effective heat conductivity λs = 3.2 W·m−1·K−1, porosity ε = 0.2, diameter of particles dp = 165 μm, and permeability a = 2.27×10−12 m2. 2.4 Numerical procedure The Gambit software (version 2.3.16) was used to mesh the monolith channel with hexagonal elements with the Cooper method. It was found that as the grid number increases, N2O conversion firstly increases and then tends to be stable as the cell number is above 0.9 million. Thus, in our later calculations the total mesh number always exceeds 0.9 million. Then, the mesh file was input into the FLUENT software (version 6.3.21) in which the laminar model was selected (Re < 2000), and the SIMPLE (semi-implicit method for pressure-linked equations) method was used to solve the governing equations. The first-order upwind spatial discretization scheme was used for all differential equations. The residuals of energy, x-velocity, y-velocity, z-velocity and mass balance for each species were set to be 10−6. 2.5 Modeling validation For SCR of N2O removal with CO, only the experimental data obtained from the traditional pellet packed-bed reactor reported in Ref. [37] are available. Steady-state experiments of N2O reduction by CO over steam-activated Fe-ZSM-5 catalyst were carried out in an integral fixed-bed micro-reactor with diameter of 4 mm, and the details can be found in Ref. [37]. The 838 Chin. J. Chem. Eng., Vol. 21, No. 8, August 2013 calculated results of N2O conversion using the porous medium model are compared with the experimental data, as shown in Fig. 2, where the average diameter of catalyst particles (in the range of 125-200 μm, as in Ref. [37]) is 165 μm, the porosity of the pellet packed-bed reactor is 0.33, and helium was used as the carrier gas. The inlet gas velocity is 0.06 m·s−1 at ambient pressure with a fixed inlet N2O concentration (partial pressure 150 Pa) but varying the inlet CO concentrations (from 20 to 300 Pa). In the calculation, the pellet packed-bed reactor was treated as a whole porous medium, and the governing equations include momentum, energy, and mass balance equation as Eqs. (6)-(8). It can be seen that the stimulation and experimental results agree very well except at high temperature. This may be due to the direct N2O decomposition which takes place during the experiments and can be promoted at high temperature. Overall, the porous medium model shows good performance, and thus is adopted in cordierite matrix zone when establishing the mathematical model of monolith catalysts. 3 Figure 2 N2O conversion for pellet packed-bed reactor using He as carrier gas at a velocity of 0.06 m·s−1 and an inlet partial pressure of N2O 150 Pa ■ 20 Pa (CO), exp.; ◆ 60 Pa (CO), exp.; ● 150 Pa (CO), exp.; ▲ 300 Pa (CO), exp.; calculated results: solid lines Figure 3 Table 1 Object RESULTS AND DISCUSSION Structural and operating parameters of monolith catalysts for five kinds of channel shapes (i.e. circle, regular triangle, rectangle, square and hexagon, as shown in Fig. 3) with the same cross-sectional area, wall thickness and height are listed in Table 1. Five kinds of channel shapes with the same cavity area and wall thickness of monolith catalysts Structural and operating parameters for five kinds of channel shapes of cordierite-based monolith catalysts (substrate: cordierite; catalyst: Fe-ZSM-5; fluid medium: N2) Effective heat Height of conductivity bed/m /W·m−1·K−1 Channel total area /mm2 Channel cavity area /mm2 Wall thickness ① tw /mm Equivalent Side length of diameter of the empty channel channel/mm /mm Inlet gas velocity /m·s−1 circle 3.2 0.8 49 36 0.23 6.77 6.77 2 regular triangle 3.2 0.8 49 34.34 1.0 5.14 8.91 2 square 3.2 0.8 49 36 1.0 6 6 2 rectangle 3.2 0.8 49 35.71 1.0 5.81 7.57×4.72 2 hexagon 3.2 0.8 49 36.84 1.0 6.52 3.77 2 Inlet gas composition/% (by volume) N2O 0.148, CO 0.148, He/N2 99.704 For circle channel the wall thickness (0.23 mm) means that the thickness of the thinnest part between two adjacent channels is 0.23 mm. The corresponding distance is uniformly 1 mm for other geometry. ① Chin. J. Chem. Eng., Vol. 21, No. 8, August 2013 839 Figure 4 Concentration and temperature profiles on the intersection of z = 0 mm (the middle cross section) of five kinds of monolith channel shapes with inlet temperature of 975 K (a) square; (b) circle; (c) regular triangle; (d) rectangle; (e) hexagon 840 Chin. J. Chem. Eng., Vol. 21, No. 8, August 2013 As an example, Fig. 4 shows the N2O concentration and temperature profiles on the cross section at z = 0 mm (z ranged from −400 mm to 400 mm) for the five kinds of monolith channel shapes with inlet temperature of 975 K. It can be seen that the concentration and temperature gradients in gas bulk phase become larger near the channel wall. 3.1 Pressure drop Pressure drop represents the momentum transfer and is important in determining the energy losses [35]. Fig. 5 shows the predicted pressure drop using CFD simulation between the inlet and outlet of monolith channels, as well as the traditional pellet packed-bed reactor with spherical Fe-ZSM-5 particles of diameter dp = 2.54 mm, porosity ε = 0.33 under the same operating conditions. Evidently, pressure drop in the packedbed reactor is much greater than that in the monolith catalysts by three orders of magnitude, which is consistent with the conclusion from previous studies [35, 42, 43]. It can be seen that at a given inlet temperature pressure drop is in the order of regular triangle > rectangle > square > hexagon > circle for monolith catalysts, which, however, corresponds positively to the circumference of the flux areas of monolith channels. That is to say, the larger the circumference of monolith channel, the greater pressure drop. Tw = ∫w TdS , ∫w dS T = ∫Ω u ρ cvTdV ∫Ω u ρ cv dV (17) where cv is constant volume heat capacity of gas, w represents the wall between bulk phase and catalyst layer, Ω represents the bulk phase flow section, and S and V are the corresponding integral surface and volume, respectively. Figure 6 shows that the overall Nu does not change significantly with the increase of reaction temperature. Nu of monolith catalysts is in the order of regular triangle > rectangle ≈ square > hexagon > circle under the same operating condition, and regular trangle channel exhibits the best heat transfer performance. Like the pressure drop, the smaller the circumference of monolith channel, the larger Nu number. Herein, only the overall Nusselt number was discussed, but in the future work the influence of axial direction position on the local Nu should also be taken into account. Figure 6 Overall Nusselt number Nu for five kinds of monolith channel shapes □ square; ○ circle; △ regular triangle; ◇ rectangle; hexagon 3.3 Figure 5 Pressure drop for five kinds of monolith channel shapes ■ pellet packed-bed; □ square; ○ circle; △ regular triangle; ◇ rectangle; hexagon 3.2 Sherwood number To evaluate the mass transfer of external diffusion of the whole monolith catalysts at the gas-solid interface, an overall Sherwood number Sh is defined as [47, 48] Sh = Nusselt number The overall Nusselt number Nu is used to evaluate the heat transfer performance of the whole monolith catalysts at the gas-solid interface, and was computed from the temperature profiles as follows [44-46]: Nu = de (Tw − T ∂T ) ∂x (16) x →gas-solid interface where Tw is the average temperature of the interface between bulk phase and catalyst layer, and T is the volume-average temperature in the gas bulk phase. (c N2O w where cN2 O w de − cN 2 O b ) ∂cN 2O ∂x (18) x → gas-solid interface is the interface concentration between bulk phase and catalyst layer, and cN 2 O b is vol- ume-average concentration in the gas bulk phase. cN 2 O w = ∫w cN O dS , ∫w cdS 2 cN 2 O b = ∫Ω ucN O dΩ ∫Ω udΩ 2 (19) As expected, the overall Sh exhibits the similar trend as Nu in terms of analogy between heat and mass transfers (see Fig. 7). Sh of monolith catalysts Chin. J. Chem. Eng., Vol. 21, No. 8, August 2013 841 N2O conversion is applied to represent the reaction performance of monolith catalysts and traditional pellet packed-bed reactor. For traditional pellet packed-bed reactor, the results are obtained by using FLUENT software with porous medium model as mentioned above. As shown in Fig. 8, N2O conversion increases as the inlet gas temperature increases. For monolith catalysts, N2O conversion is in the order of regular triangle > rectangular ≈ square ≈ circle > hexagon, which is the results of joint contributions of reaction and transfer, and can be attributed to two aspects: one corresponds to the order of heat and mass transfers (i.e. Nu and Sh) as mentioned above, and the other is that, at a given reaction kinetics, the more the fraction of catalyst volume taken up by porous medium region (the order of which is consistent with that of N2O conversion), the higher N2O conversion. In addition, it was found that N2O conversion of monolith catalysts with channel shapes of circle, square, and rectangle, loading the same amount of catalysts, is almost identical, although Sh and Nu for circle channel are apparently lower than those for the other two channel shapes. This indicates that chemical reaction including internal diffusion is the controlling step in the SCR of N2O removal with CO. It is obvious that N2O conversion in traditional pellet packed-bed reactor is much higher than that in monolith catalysts under the same operating condition because a much larger amount of pellet catalysts is loaded into the reactor than monolith catalysts. Therefore, the distinct advantage of monolith catalysts over traditional pellet packed-bed reactor lies in their very low pressure drop. It is noted that the gas mixture containing N2O from the industry is often near normal pressure and thus a low pressure drop is important for the scavenging reactor. In this case it is advisable to select monolith catalysts for a large scale of N2O removal in industry. Moreover, among monolith catalysts, circular channel possesses the lowest pressure drop with a slightly lower N2O conversion. On the other hand, the channel size is another important structural parameter influencing N2O conversion. As shown in Fig. 9, as the diameter of circle channel decreases, N2O conversion increases rapidly provided that other structural parameters are kept constant. But pressure drop also increases at the same time, and the approximate channel size is in the range of 3-5 mm under the investigated conditions. Otherwise, pressure drop will increase drastically at less than 3 mm. Therefore, a compromise between N2O conversion and pressure drop should be considered in the design and optimization of monolith catalysts. The plot of N2O conversion vs. gas velocity for circle shape with the diameter of 7 mm at 1050 K is shown in Fig. 10. It can be seen that N2O conversion increases rapidly as the gas velocity decreases. That is to say, small channel size and low gas velocity are favorable for achieving a high N2O conversion and decreasing the reaction temperature. Anyway, monolith catalysts Figure 8 N2O conversion for five kinds of monolith channel shapes ▲ pellet packed-bed; □ square; ○ circle; △ regular triangle; ◇ rectangle; hexagon Figure 9 Influence of channel size on N2O conversion and pressure drop for circular channel at 1050 K ○ N2O conversion; ● pressure drop Figure 7 Overall Sherwood number Sh for five kinds of monolith channel shapes □ square; ○ circle; △ regular triangle; ◇ rectangle; hexagon also follows the order of regular triangle > rectangle ≈ square ≈ hexagon > circle under the same operating condition, and regular triangle channel brings about the maximum Sh and Nu among all channel shapes investigated in this work. Similarly, the local Sh along the axial direction should be further discussed in the future work. 3.4 N2O conversion 842 Chin. J. Chem. Eng., Vol. 21, No. 8, August 2013 cN 2 O cN 2 O Figure 10 Influence of gas velocity on N2O conversion for circular channel with the diameter of 7 mm at 1050 K have more freedom for chemical engineers to tailor the desirable transfer and reaction performances by adjusting monolith channel shape, channel size, gas velocity and so on. 4 CONCLUSIONS A computational fluid dynamic model is applied to simulate the SCR of N2O with CO as reductant in the monolith reactor with different channel shapes, i.e. circle, regular triangle, rectangle, square and hexagon. It is found that under the same operating condition, pressure drop in monolith catalysts is much lower than that in traditional pellet packed-bed reactor by three orders of magnitude, and for five kinds of monolith channel shapes it follows the order of regular triangle > rectangular > square > hexagon > circle. For monolith catalysts, Nu and Sh are in the order of regular triangle > rectangular ≈ square > hexagon > circle. N2O conversion depends on the joint contributions of reaction and transfer while mainly controlled by chemical reaction, and finally is in the order of regular triangle > rectangular ≈ square ≈ circle > hexagon. Among five kinds of monolith catalysts with different channel shapes, circular channel possesses the lowest pressure drop with a slightly lower N2O conversion. The channel size is another important structural parameter influencing N2O conversion. The smaller size of monolith reactors leads to higher N2O conversion. Monolith catalysts may be more suitable for the processes where low pressure drop is required, although traditional packed-bed reactor is superior in N2O conversion. N2O conversion in monolith catalysts can be improved by decreasing the channel size. In summary, monolith catalysts can be referred to as “designer catalysts”. NOMENCLATURE a c cv permeability, m2 molar concentration, kmol·m−3 constant volume heat capacity of gas, J·kg−1·K−1 b w Di,carrier de dp ΔHr k N 2O M Nu p Δp Re RN 2O S Sh T T u V Vi wi ε λg μ ρ Ω volume average concentration of N2O in the gas bulk phase, kmol·m−3 interface concentration of N2O between bulk phase and catalyst layer, kmol·m−3 binary diffusion coefficient of different carrier gases, m2·s−1 equivalent diameter of the channel, mm diameter of particles, mm reaction heat, J·mol−1 reaction rate constant of N2O, (kmol·m−3)−0.2·s−1 molecular mass, kg·mol−1 Nusselt number ( Nu = α d p / λ ) pressure, Pa pressure drop, Pa Reynolds number ( Re = d e u ρ / μ ) reaction rate of N2O, kmol·m−3·s−1 momentum source term Sherwood number ( Sh = kd p / D ) temperature, K bulk average temperature, K gas velocity, m·s−1 volume, m3 molecular diffusion volume of species, m3·mol−1 mass fraction of species porosity thermal conductivity, W·m−1·K−1 molecular viscosity, kg·m−1·s−1 gas density, kg·m−3 bulk phase domain Subscripts b e g i w bulk phase equivalent gas phase species (N2O, CO, N2 or He) wall REFERENCES 1 2 3 4 5 6 7 8 9 Rhoderick, G.C., Dorko, W.D., “Standards development of global warming gas species: Methane, nitrous oxide, trichlorofluoromethane, and dichlorodifluoromethane”, Environ. 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