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Article

Extreme Change Events of Stratospheric HCl and N2O in the Mid-Latitude Region of the Northern Hemisphere

1
Key Laboratory of Textile Chemical Engineering Auxiliaries, School of Environmental and Chemical Engineering, Xi’an Polytechnic University, Xi’an 710048, China
2
School of Systems Science, Beijing Normal University, Beijing 100875, China
3
Innovation & Research Institute of HIWING Technology Academy, Beijing 100074, China
4
College of Oceanography, Hohai University, Nanjing 210098, China
5
National Centre for Atmospheric Science (NCAS), University of Leeds, Leeds LS2 9JT, UK
6
Institute for Climate and Atmospheric Science, School of Earth and Environment, University of Leeds, Leeds LS2 9JT, UK
*
Author to whom correspondence should be addressed.
Remote Sens. 2022, 14(23), 6114; https://doi.org/10.3390/rs14236114
Submission received: 17 October 2022 / Revised: 21 November 2022 / Accepted: 30 November 2022 / Published: 2 December 2022

Abstract

:
Hydrogen chloride (HCl) is the main reservoir species of chlorine and chemical decomposition of nitrous oxide (N2O) is the primary source of NOx (=NO + NO2) in the stratosphere. Changes in stratospheric HCl and N2O play a critical role in modulating variations in stratospheric ozone. Thus, long-term trends in stratospheric HCl and N2O have been investigated in many studies, whereas short-term changes have not received enough attention. Here, using satellite observations and a chemical transport model, we found that two extreme change events for HCl and N2O in the Northern Hemisphere mid-latitude middle and lower stratosphere have occurred over past decades, which are characterized by a sharp increase in HCl and a decrease in N2O over several months; for example, HCl increased (and N2O decreased) by 0.135 ppbv (−33.352 ppbv) in 1987/1988 and by 0.196 ppbv (−28.553 ppbv) in 2010/2011. Further analysis shows that the extreme change events of stratospheric HCl and N2O in these two periods are closely related to anomalous residual circulation caused by the joint effects of the strong easterly phase of the semi-annual oscillation and the strong polar vortex.

1. Introduction

Stratospheric ozone absorbs solar ultraviolet radiation [1,2,3], protecting life on Earth’s surface from biological damage, and via radiative heating, it influences stratospheric temperature and circulation and thus affects global climate change [4,5,6,7,8,9,10,11,12,13,14,15]. Stratospheric ozone levels began dropping from the late 1970s [16], which was mainly a result of human use of compounds called chlorofluorocarbons (CFCs; [17]). Until 1987, with the implementation of the Montreal Protocol, loading of CFCs in the stratosphere has been reducing, and consequently ozone is projected to recover to pre-1980 levels by the middle of the 21st century [17,18,19,20]. However, due to the unpredictable increase or redistribution of substances affecting ozone in the future, such as stratospheric hydrogen chloride (HCl) and nitrous oxide (N2O), there is still great uncertainty around the recovery of the ozone layer [21,22,23].
HCl, as the largest reservoir of chlorine in the stratosphere, is important to the gas phase chemical reactions of ozone depletion. Consistent with the decline trend in surface chlorine source gases, the negative trend of stratospheric HCl was observed after 1997 [24,25,26]. On the basis of satellite observation data, Jones et al. [25] found that HCl in the mid-latitude middle to upper stratosphere showed a decline of −5%/decade from 1997 to 2008. Subsequently, Carpenter and Reimann [26] summarized the results associated with the recent trend of HCl and concluded a mean decline of 0.6 ± 0.1%/year of HCl in the middle and upper stratosphere for the years 1997–2012. However, in recent years, a significant increasing trend in HCl was observed in the lower stratosphere of the Northern Hemisphere (NH), which is contradictory with continuous monotonic reduction of near-surface source gases and has drawn much attention [27,28,29,30]. Mahieu et al. [28] first proposed that there is an increasing trend of HCl in the NH since 2005, which resulted from a weakening of atmospheric circulation.
As the primary source of stratospheric nitrogen oxides (NOx = NO + NO2), which are also known to catalyze ozone depletion [31,32,33], N2O is expected to remain as the largest emission substance in the stratosphere throughout the 21st century, making it the single most important ozone-depleting emission substance [21,22]. Crutzen and Ehhalt [34] first found the increase in the use of fixed nitrogen as a fertilizer may lead to the reduction of the Earth’s ozone layer by several percent at the beginning of the 21st century. Under the IPCC A2 scenario, Portmann and Solomon [35] pointed out that an increase in N2O may result in a 2–4% reduction of the total ozone column. Using a coupled chemistry–climate model, Wang et al. [36] indicated that a 50%/100% increase in N2O between 2001 and 2050 will lead to a 6%/10% decrease in ozone mixing ratios in the middle stratosphere at around 10 hPa.
There are several studies reporting that the ozone in the NH has a decreasing trend after the 2000s, e.g., the negative trend of ozone observed in the midlatitudes lower stratosphere [37,38,39,40] and Arctic lower stratosphere [41]. This may be closely related with an increasing trend of HCl and N2O in the NH stratosphere after the 2000s mentioned above. Therefore, trends in stratospheric HCl and N2O are still of great concern, and thus long-term trends in stratospheric HCl and N2O have received much attention [24,25,26,42,43,44,45,46]. In contrast, short-term changes in stratospheric HCl and N2O in the mid-latitude region of NH have not received as much attention relative to their trends. However, if extreme variations in stratospheric HCl and N2O in the mid-latitude region of NH do occur, these could create influences on ozone that cannot be ignored. This study defines the extreme change events for stratospheric HCl and N2O in the mid-latitude region of NH that have occurred in the past few decades and explains the relevant physical mechanisms. The structure of the paper is as follows: Section 2 provides a brief description of the data and methods used; Section 3 presents the analysis of the extreme change events and the relevant physical mechanisms; and conclusions and a discussion are provided in Section 4.

2. Data and Methods

The primary stratospheric HCl and N2O dataset used was from version 5 of the Aura Microwave Limb Sounder (MLS) level 2 data (https://acdisc.gesdisc.eosdis.nasa.gov/data/Aura_MLS_Level2/, accessed on 1 January 2021), covering the period from 2005 to 2020. MLS measures atmospheric chemical species daily, with a global coverage from 82°N to 82°S and a vertical resolution of ≈3 km for HCl and ≈5–8 km for N2O [47]. We used the gridded MLS data at a resolution of 4° longitude × 4° latitude; the quality screening rules for this dataset have been previously described by Livesey et al. [47]. For the three-dimensional (3D) winds, temperature, and potential vorticity fields, ERA5 re-analysis datasets from the European Centre for Medium-Range Weather Forecasts (ECMWF, https://www.ecmwf.int/en/forecasts/datasets/reanalysis-datasets/era5, accessed on 1 January 2021) for 1979–2020 were used, with a horizontal resolution of 1° longitude × 1° latitude.
To obtain the long-term changes in stratospheric HCl and N2O, we used a three-dimensional off-line chemical transport model (TOMCAT/SLIMCAT) [48]. This model uses horizontal winds and temperatures from the fifth major global re-analysis produced by ERA5 [49] and uses a hybrid sigma–pressure vertical coordinate with detailed tropospheric and stratospheric chemistry [50]. Vertical advection is calculated from the divergence of the horizontal mass flux [48], and chemical tracers are advected, conserving second-order moments [51]. The model has been extensively evaluated against various ozone satellite and sounding datasets, providing a good representation of stratospheric chemistry (see, for example, Chipperfield [48]; Feng et al. [52]; Dhomse et al. [53]). The TOMCAT/SLIMCAT model used for long-term simulation in this study performs with a horizontal resolution of about 2.8° latitude × 2.8° longitude and with 32 levels, from the surface to 65 km altitude.
The latitudinal average zonal wind in the tropical region (10°N–10°S) at 50 hPa is defined as the quasi-biennial oscillation (QBO) index [54]. The semi-annual oscillation (SAO) index is defined as the zonal-mean wind averaged between 10°N–10°S and 1–5 hPa [55]. The polar vortex (PV) intensity is defined using the 10 hPa zonal mean-zonal wind at 60°N [56]. In addition, the transformed Eulerian mean residual circulation ( v ¯ * , w ¯ * ) was used to diagnose the residual circulation [57]. In pressure coordinates, these are defined by v ¯ * = v ¯ 1 ρ 0 ( ρ 0 v θ ¯ θ z ¯ ) z and w ¯ * = w ¯ + 1 a c o s φ ( c o s φ v θ ¯ θ z ¯ ) φ . Here, overbars denote zonal means, and primes are deviations from the zonal mean of a given variable; z is log-pressure height and φ is the latitude; v and w are the meridional and vertical velocity, respectively; ρ 0 is density, which is defined as ρ 0 = ρ s exp ( z / H ) with H = 7.0 km; θ is the potential temperature; and a is the Earth’s radius.

3. Results

Figure 1a,b shows the time series for HCl and N2O anomalies in the NH mid-latitude middle and lower stratosphere from 2005 to 2020 based on MLS data (red line), and from 1979 to 2020 based on the TOMCAT/SLIMCAT simulation (black line). The TOMCAT/SLIMCAT model was employed to reproduce the long-term changes in HCl and N2O in the stratosphere. It is evident that the changes in stratospheric HCl and N2O from 2005 to 2020 derived from the TOMCAT/SLIMCAT simulation (black line) are in overall agreement with those from the MLS satellite measurements (red line), providing confidence in the ability of the TOMCAT/SLIMCAT model to reproduce long-term changes in HCl and N2O in the stratosphere. Here, an extreme change event for stratospheric HCl (N2O) is defined by two indicators (Figure 1c,d): first, the increase (decrease) magnitude of one event of HCl (N2O), which is calculated using the maximum value of HCl (minimum value of N2O) in a year minus the minimum (maximum) value in the past 12 months; second, the increase (decrease) gradient in HCl (N2O) exceeded the 95th percentile threshold for the whole period, following extreme precipitation events [58]. Note that since the cycle of HCl and N2O was about 20 months (Figure 2a,b), the difference of extreme value within 12 months was selected to calculate the magnitude changes, and the result was not sensitive to the selected number of months (10 months or 24 months, Figure 2c–f). According to this definition, we found two extreme change events occurred in 1988 and 2011 (Figure 1), with a sharp increase (decrease) of HCl (N2O) by 0.135 ppbv (−33.352 ppbv) in 1988 and by 0.196 ppbv (−28.553) ppbv in 2011, respectively. Evidently, the anomalies in HCl (N2O) in 1988 and 2011 are significantly greater than those in other years (Figure 1a,b).
Further analysis showed that both the extreme change events, in 1987/1988 and in 2010/2011, occurred from November to February (Figure 3a,b); therefore, these four months were the main focus of our investigation, as described in the following paragraphs. Compared to N2O in the troposphere, N2O in the stratosphere has a much shorter lifetime, but such extreme changes in N2O within a few months (Figure 1b) should mainly be caused by dynamic transport in the stratosphere [59,60,61]. The residual circulation in the stratosphere transports trace gases from the tropics to polar regions and thus influences the distribution of trace gases in the stratosphere [62,63,64,65,66,67]. Dynamic transport associated with residual circulation was considered in order to examine the cause of these extreme change events for stratospheric HCl and N2O. There are evident downwelling anomalies of the residual circulation in the mid-latitude upper stratosphere from December to February (Figure 3c–f), and upwelling anomalies in the high-latitude middle and lower stratosphere from January to February (Figure 3e,f), in 1987/1988 and 2010/2011. The downwelling anomalies in 1987/1988 and 2010/2011 were greater than those in other years (Figure 3g), and the upwelling anomalies in 1987/1988 and 2010/2011 were also larger than those in most other years (Figure 3h). Note that the stratospheric residual circulation can be divided into the deep branch in the middle to upper stratosphere and the shallow branch in the middle to lower stratosphere [65,68]. Then, downwelling anomalies of the residual circulation in the mid-latitude upper stratosphere imply an enhancement of the deep branch of the residual circulation in mid-latitude, and upwelling anomalies in the high-latitude middle and lower stratosphere imply a slowdown of the shallow branch of the residual circulation in high latitude compared with the climatology of the residual circulation. Considering that the vertical and meridional gradients of HCl and N2O distribution are opposite to each other, on the one hand, strengthening of the deep branch of the residual circulation in the mid-latitudes leads to more HCl-rich and N2O-poor air being transported from the upper stratosphere to the middle and lower stratosphere, resulting in the increase in HCl and decrease in N2O observed in 1987/1988 and 2010/2011. On the other hand, the weakened shallow branch of the residual circulation in high latitudes weakened the exchange of air between mid-latitudes and high-latitudes. Both of these processes contributed to the sharp increase in HCl and decrease in N2O in the mid-latitude middle and lower stratosphere in 1987/1988 and 2010/2011.
To further verify the effect of the residual circulation on the extreme change events of stratospheric HCl and N2O, Figure 4 and Figure 5 show the month-to-month evolution of HCl + residual circulation anomalies and N2O + residual circulation anomalies, respectively, from November 2010 to April 2011. Since the changes in stratospheric HCl and N2O and the relevant residual circulation in 1987/1988 were similar to those in 2010/2011 (Figure 1 and Figure 3), and observations were available for 2010/2011, the case for 2010/2011 is mainly examined here. From November 2010 to February 2011 (Figure 4a–d and Figure 5a–d), there was an evident clockwise cell in the low–mid-latitude middle and upper stratosphere (arrows), accompanied by the strong sinking motion in the mid-latitude upper stratosphere. This implies an enhancement of the deep branch of the residual circulation in the mid-latitude upper stratosphere. The strong downwelling branch leads to HCl-rich and N2O-poor air being transported from the upper stratosphere to the lower and middle stratosphere, corresponding to an increase in HCl (contours in Figure 4) and decrease in N2O (contours in Figure 5) just below the position of the strengthening deep branch of the residual circulation. From January 2011 to March 2011 (Figure 4c–e and Figure 5c–e), upwelling anomalies of the residual circulation were found in the high-latitude middle and lower stratosphere, implying a weakened shallow branch of the residual circulation (in Figure 4c–e and Figure 5c–e). Weakened residual circulation slowed down the exchange of air between low–mid latitudes and high latitudes, leading to an accumulation of HCl-rich and N2O-poor air in the low–mid latitudes (contours in Figure 4c–e and Figure 5c–e). In addition, in the high-latitude middle and lower stratosphere, weakened residual circulation was favorable for chemical decomposition of HCl and N2O, which is consistent with the evident decrease in HCl and N2O in high latitudes of the middle and lower stratosphere from January 2011 to March 2011 (contours Figure 4c–e and Figure 5c–e). By April 2011, upwelling anomalies of the residual circulation were small (arrows in Figure 4f and Figure 5f), speeding up the exchange of air between low–mid latitudes and high latitudes. This explains why the center of positive HCl and negative N2O anomalies moved to high latitudes of the lower stratosphere (contours in Figure 4f and Figure 5f). The case for 1987/1988 (not shown) agrees with that for 2010/2011 (Figure 4 and Figure 5).
The reasons for the strengthening deep branch of the residual circulation in mid-latitudes, as well as the weakening shallow branch of the residual circulation in high latitudes in 1987/1988 and 2010/2011, require further investigation. The tropical QBO, the SAO, and the PV are the dominant factors influencing short-term changes of circulation in the upper stratosphere and high latitudes [69,70,71,72]. Figure 6 shows QBO, SAO, and PV indices from 1980 to 2020 (see Section 2 for definitions of QBO, SAO, and PV indices). There were strong negative SAO indices and positive PV indices in 1987/1988 and 2010/2011, but the QBO was not in a strong phase. This indicates the simultaneous occurrence of a strong easterly phase of the SAO (ESAO) and a strong polar vortex (SPV). Under the ESAO, clockwise circulation was observed in the NH upper stratosphere (Figure 3c–f), which is consistent with previous studies [55,73]. The circulation induced intense downward transport in the mid-latitude upper stratosphere, coinciding with the location of an enhanced deep branch of the residual circulation. In addition, the SPV corresponded to the weakened wave activity in the NH high-latitude lower stratosphere, which was further consistent with a weakened shallow branch of the residual circulation in NH high latitudes.
The main characteristic of the meridional circulation associated with the SAO is the existence of tropical areas of convergence and divergence, which are produced by a negative and positive anomaly in the meridional wind in the NH tropical zone [55,74]. To confirm the effect of the SAO on the strengthening deep branch of the residual circulation, month-to-month evolution of the meridional wind anomalies from November 2010 to April 2011 are shown in Figure 7. From November 2010 to February 2011, significant positive meridional wind anomalies were found in the NH tropical upper stratosphere, and negative meridional wind anomalies were found in the NH tropical lower stratosphere (Figure 7a–d), corresponding to the convergence and divergence zones, respectively. The existence of these convergence and divergence zones corresponded to the rising and sinking motions. The rising motion over the tropical wind shear zones and sinking motions over the subtropics and mid-latitudes, added to the meridional divergence and convergence motions, formed a clockwise circulation cell (vectors in Figure 4a–d and Figure 5a–d). Until March 2011, the positive meridional wind anomalies in the tropical upper stratosphere became weak; thus, the corresponding clockwise circulation cell disappeared (Figure 4e, Figure 5e and Figure 7e).
Figure 8 further shows the month-to-month evolution of the zonal-mean wind anomalies from November 2010 to April 2011, in order to confirm the effect of a SPV on the weakened shallow branch of the residual circulation. Positive zonal-mean wind anomalies from January 2010 to March 2011 imply an anomalous SPV (Figure 8c–e), corresponding to the weakened residual circulation (Figure 4c–e). In April 2011, the negative zonal-mean wind anomalies in the high latitudes imply the collapse of the polar vortex (Figure 8f), and the corresponding weakened residual circulation disappeared (Figure 4f).
The above analysis points out the effect of significant anomalous residual circulation on the extreme change events for stratospheric HCl and N2O in 1987/1988 and 2010/2011, and furthermore indicates that the anomalous residual circulation resulted from the joint effects of ESAO and a SPV. Table 1 shows the simultaneous occurrence of ESAO and SPV from 1979 to 2020 according to the data in Figure 6. It can be seen that the ESAO and SPV only occurred simultaneously in 1987/1988 and 2010/2011. This may explain why the extreme change events for stratospheric HCl and N2O only occurred in 1987/1988 and 2010/2011.

4. Conclusions and Discussion

In this paper, we investigated extreme change events of stratospheric HCl and N2O concentrations in the mid-latitude region of the NH middle and lower stratosphere by using the latest satellite observations and a chemical transport model. From 1979 to 2020, there were two extreme change events of stratospheric HCl and N2O in the NH middle and lower stratosphere, one in 1987/1988 and one in 2010/2011, which were characterized by a sharp increase in HCl and decrease in N2O over several months. These extreme change events were closely related to significant anomalous residual circulation; that is, a stronger deep branch of the residual circulation in the mid-latitude upper stratosphere brought about more HCl-rich and N2O-poor air from the upper stratosphere down to the lower stratosphere; meanwhile, a slowdown of the shallow branch of the residual circulation in the high-latitude middle and lower stratosphere weakened the transport of air between mid-latitudes and high latitudes. Both of these processes contributed to the sharp increase in HCl and a decrease in N2O recorded in the mid-latitude lower stratosphere in 1987/1988 and in 2010/2011. Further analysis suggests that during the period from 1979 to 2020, strong ESAO and SPV occurred simultaneously in 1987/1988 and 2010/2011 and were responsible for the significant anomalous residual circulation.
The question arises here as to whether the westerly phase of the SAO (WSAO) and a weakened polar vortex (WPV) would induce the opposite effect on stratospheric HCl and N2O changes. The simultaneous occurrence of the WSAO and WPV from 1979 to 2020 is also presented in Table 2. It was found that only in 1986/1987 did the WSAO and WPV occur simultaneously, corresponding to a decrease in HCl and an increase in N2O (Figure 9a), but the magnitude of the change was smaller than those observed in 1987/1988 and 2010/2011 (Figure 3a,b) and not evident from the data for the variation in HCl and N2O (Figure 1). Figure 9b,c further shows the anomalies in the residual circulation in 1986/1987. Under the influence of the WSAO and WPV, anti-clockwise circulation in the low–mid-latitude upper stratosphere and downwelling mass flux anomalies in the high-latitude middle and lower stratosphere were evident (Figure 9b), which is opposite from what was observed in 1987/1988 and 2010/2011 (Figure 3c–f). The strength of the ascending motion of the anti-clockwise circulation and downwelling mass flux anomalies in 1986/1987 was significantly smaller than that in 1987/1988 and 2010/2011 (Figure 3c–f and Figure 9c), and this may explain why the changes in stratospheric HCl and N2O caused by the joint effects of the WSAO and WPV (1986/1987) were not evident.
In addition, the extreme change events above mainly represent the extreme decrease in HCl and increase in N2O, and then whether there were reversed extreme HCl and N2O events from 1979 to 2020. Figure 10 shows the variations of the HCl (N2O) gradient that was calculated using the minimum value of HCl (maximum value of N2O) in a year minus the maximum (minimum) value in the past 12 months. According to the definition of an extreme change event, extreme decease events of HCl were found in 2010 and 2019, and extreme increase events of N2O were found in 2018 and 2020. Unlike in 1988 and 2011, reversed extreme change events of HCl and N2O did not occur at the same time. This may be related to the climatology distribution of HCl and N2O or to the changes of the residual circulation having different effects on the chemical reactions of HCl and N2O.
There are still issues worthy of further study with regard to changes in HCl and N2O. For example, how much impact would these extreme change events for HCl and N2O have on ozone? Moreover, will there be more and more extreme change events occurring in the future?

Author Contributions

Conceptualization, F.X.; methodology, Y.H. and F.X.; software, Y.H.; validation, Y.H., F.C., and F.W.; formal analysis, Y.H. and X.L.; investigation, Y.H. and F.X.; data curation, Y.H., F.C., W.F., and X.L.; writing—original draft preparation, Y.H. and F.X.; visualization, Y.H., F.C., and F.W.; supervision, Y.H. and F.X.; project administration, F.X.; funding acquisition, Y.H. and F.X.; writing—review and editing, Y.H., F.X., and W.F. All authors have read and agreed to the published version of the manuscript.

Funding

This work was supported by the National Natural Science Foundation of China (42275084, 42122037, 41905039) and the Natural Science Basic Research Program in Shaanxi Province of China (2022JM-142).

Data Availability Statement

The original observational data used in this study are publicly available and can be downloaded from the corresponding websites (MLS dataset: https://acdisc.gesdisc.eosdis.nasa.gov/data/Aura_MLS_Level2/, accessed on 1 January 2021; ERA5 data: https://www.ecmwf.int/en/forecasts/datasets/reanalysis-datasets/era5, accessed on 1 January 2021).

Acknowledgments

We acknowledge meteorological fields from ECWMF ERA5, HCl/N2O data from the NASA MLS, and TOMCAT/SLIMCAT from the UK National Centre for Atmospheric Science (NCAS).

Conflicts of Interest

The authors declare no conflict of interest.

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Figure 1. (a,b) Variation in (a) HCl and (b) N2O anomalies in the NH mid-latitude middle and lower stratosphere (20–50oN, 10–50 hPa) from 2005 to 2020 based on MLS data (red line). The linear trends of HCl and N2O were removed. The black line is based on the SLIMCAT model simulation for the period of 1979 to 2020, and the trend for HCl was removed by splitting the time period (1979–1997, 1997–2021), due to the effectiveness of the Montreal Protocol. (c,d) Variation in (c) HCl and (d) N2O gradient from 1980 to 2020 based on SLIMCAT model simulation. The HCl (N2O) gradient was calculated using the maximum value of HCl (minimum value of N2O) in a year minus the minimum (maximum) value in the past 12 months. The blue dots represent the years 1988 and 2011.
Figure 1. (a,b) Variation in (a) HCl and (b) N2O anomalies in the NH mid-latitude middle and lower stratosphere (20–50oN, 10–50 hPa) from 2005 to 2020 based on MLS data (red line). The linear trends of HCl and N2O were removed. The black line is based on the SLIMCAT model simulation for the period of 1979 to 2020, and the trend for HCl was removed by splitting the time period (1979–1997, 1997–2021), due to the effectiveness of the Montreal Protocol. (c,d) Variation in (c) HCl and (d) N2O gradient from 1980 to 2020 based on SLIMCAT model simulation. The HCl (N2O) gradient was calculated using the maximum value of HCl (minimum value of N2O) in a year minus the minimum (maximum) value in the past 12 months. The blue dots represent the years 1988 and 2011.
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Figure 2. (a,b) The spectrum of (a) HCl and (b) N2O anomalies from 1979 to 2020 based on the SLIMCAT model simulation. (cf) Variations in (c,e) HCl and (d,f) N2O gradient based on the SLIMCAT model simulation. The HCl (N2O) gradient was calculated using the maximum value of HCl (minimum value of N2O) in a year minus the minimum (maximum) value in the past (c,d) 10 months and (e,f) 24 months. The blue dots represent the years 1988 and 2011.
Figure 2. (a,b) The spectrum of (a) HCl and (b) N2O anomalies from 1979 to 2020 based on the SLIMCAT model simulation. (cf) Variations in (c,e) HCl and (d,f) N2O gradient based on the SLIMCAT model simulation. The HCl (N2O) gradient was calculated using the maximum value of HCl (minimum value of N2O) in a year minus the minimum (maximum) value in the past (c,d) 10 months and (e,f) 24 months. The blue dots represent the years 1988 and 2011.
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Figure 3. (a,b) Variation in HCl (black line) and N2O (red line) from (a) January 1987 to December 1988 and (b) January 2010 to December 2011 based on the SLIMCAT model simulation. (cf) Latitude–height cross-sections of the residual circulation anomaly averaged in (c) November–December 1987 and (d) November–December 2010; (e) January–February 1988 and (f) January–February 2011. The vertical component of the residual circulation was multiplied by 500. (g,h) Variations of (g) downward mass flux anomalies in the mid-latitude upper stratosphere (5–10 hPa, 20–50°N) averaged for November–February and (h) upward mass flux anomalies in the high-latitude lower stratosphere (20–50 hPa, 65–75°N) averaged for January–February from 1980 to 2020.
Figure 3. (a,b) Variation in HCl (black line) and N2O (red line) from (a) January 1987 to December 1988 and (b) January 2010 to December 2011 based on the SLIMCAT model simulation. (cf) Latitude–height cross-sections of the residual circulation anomaly averaged in (c) November–December 1987 and (d) November–December 2010; (e) January–February 1988 and (f) January–February 2011. The vertical component of the residual circulation was multiplied by 500. (g,h) Variations of (g) downward mass flux anomalies in the mid-latitude upper stratosphere (5–10 hPa, 20–50°N) averaged for November–February and (h) upward mass flux anomalies in the high-latitude lower stratosphere (20–50 hPa, 65–75°N) averaged for January–February from 1980 to 2020.
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Figure 4. Month-to-month evolution of anomalies of the residual circulation ( v * , w * , arrows) and HCl (contours) (af) from November 2010 to April 2011. The vertical component of the residual circulation was multiplied by 500. HCl values are based on MLS data.
Figure 4. Month-to-month evolution of anomalies of the residual circulation ( v * , w * , arrows) and HCl (contours) (af) from November 2010 to April 2011. The vertical component of the residual circulation was multiplied by 500. HCl values are based on MLS data.
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Figure 5. Month-to-month evolution of anomalies of the residual circulation ( v * , w * , arrows) and N2O (contours) (af) from November 2010 to April 2011. The vertical component of the residual circulation was multiplied by 500. N2O values are based on MLS data.
Figure 5. Month-to-month evolution of anomalies of the residual circulation ( v * , w * , arrows) and N2O (contours) (af) from November 2010 to April 2011. The vertical component of the residual circulation was multiplied by 500. N2O values are based on MLS data.
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Figure 6. (a) QBO and (b) SAO indices averaged from November to February and (c) PV index averaged in January–February from 1980 to 2020 based on the ERA5 re-analysis dataset.
Figure 6. (a) QBO and (b) SAO indices averaged from November to February and (c) PV index averaged in January–February from 1980 to 2020 based on the ERA5 re-analysis dataset.
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Figure 7. Month-to-month evolution of the meridional wind anomalies (af) from November 2010 to April 2011. Anomalies are defined as the deviations of meridional wind from its seasonal cycle.
Figure 7. Month-to-month evolution of the meridional wind anomalies (af) from November 2010 to April 2011. Anomalies are defined as the deviations of meridional wind from its seasonal cycle.
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Figure 8. Month-to-month evolution of zonal-mean wind anomalies (af) from November 2010 to April 2011. Anomalies are defined as the deviations of zonal-mean wind from its seasonal cycle.
Figure 8. Month-to-month evolution of zonal-mean wind anomalies (af) from November 2010 to April 2011. Anomalies are defined as the deviations of zonal-mean wind from its seasonal cycle.
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Figure 9. (a) Variation in HCl (black line) and N2O (red line) from January 1986 to December 1987 based on SLIMCAT model simulation. (b) Latitude–height cross-sections of the residual circulation anomaly averaged in (b) November–December 1986 and (c) January–February 1987. The vertical component of the residual circulation was multiplied by 500.
Figure 9. (a) Variation in HCl (black line) and N2O (red line) from January 1986 to December 1987 based on SLIMCAT model simulation. (b) Latitude–height cross-sections of the residual circulation anomaly averaged in (b) November–December 1986 and (c) January–February 1987. The vertical component of the residual circulation was multiplied by 500.
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Figure 10. Variations in (a) HCl and (b) N2O gradient from 1980 to 2020 based on SLIMCAT model simulation. The HCl (N2O) gradient was calculated using the minimum value of HCl (maximum value of N2O) in a year minus the maximum (minimum) value in the past 12 months.
Figure 10. Variations in (a) HCl and (b) N2O gradient from 1980 to 2020 based on SLIMCAT model simulation. The HCl (N2O) gradient was calculated using the minimum value of HCl (maximum value of N2O) in a year minus the maximum (minimum) value in the past 12 months.
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Table 1. Simultaneous occurrence of the easterly phase of the SAO (ESAO) and the strong polar vortex (SPV) from 1979 to 2020.
Table 1. Simultaneous occurrence of the easterly phase of the SAO (ESAO) and the strong polar vortex (SPV) from 1979 to 2020.
YearESAOSPVYearESAOSPV
1979–1980 2000–2001
1980–1981 2001–2002
1981–1982 2002–2003
1982–1983 2003–2004
1983–1984 2004–2005
1984–1985 2005–2006
1985–1986 2006–2007
1986–1987 2007–2008
1987–19882008–2009
1988–1989 2009–2010
1989–1990 2010–2011
1990–1991 2011–2012
1991–1992 2012–2013
1992–1993 2013–2014
1993–1994 2014–2015
1994–1995 2015–2016
1995–1996 2016–2017
1996–1997 2017–2018
1997–1998 2018–2019
1998–1999 2019–2020
1999–2000
SAO index lower than a negative standard deviation and PV index larger than a positive standard deviation were selected as the ESAO and SPV events, respectively.
Table 2. Simultaneous occurrence of the westerly phase of the SAO (WSAO) and weakened polar vortex (WPV) in winter from 1979 to 2020.
Table 2. Simultaneous occurrence of the westerly phase of the SAO (WSAO) and weakened polar vortex (WPV) in winter from 1979 to 2020.
YearWSAOWPVYearWSAOWPV
1979–1980 2000–2001
1980–1981 2001–2002
1981–1982 2002–2003
1982–1983 2003–2004
1983–1984 2004–2005
1984–1985 2005–2006
1985–1986 2006–2007
1986–19872007–2008
1987–1988 2008–2009
1988–1989 2009–2010
1989–1990 2010–2011
1990–1991 2011–2012
1991–1992 2012–2013
1992–1993 2013–2014
1993–1994 2014–2015
1994–1995 2015–2016
1995–1996 2016–2017
1996–1997 2017–2018
1997–1998 2018–2019
1998–1999 2019–2020
1999–2000
SAO index larger than a positive standard deviation and NAM index lower than a negative standard deviation were selected as the WSAO and WPV events, respectively.
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Han, Y.; Xie, F.; Cui, F.; Wang, F.; Li, X.; Feng, W. Extreme Change Events of Stratospheric HCl and N2O in the Mid-Latitude Region of the Northern Hemisphere. Remote Sens. 2022, 14, 6114. https://doi.org/10.3390/rs14236114

AMA Style

Han Y, Xie F, Cui F, Wang F, Li X, Feng W. Extreme Change Events of Stratospheric HCl and N2O in the Mid-Latitude Region of the Northern Hemisphere. Remote Sensing. 2022; 14(23):6114. https://doi.org/10.3390/rs14236114

Chicago/Turabian Style

Han, Yuanyuan, Fei Xie, Fei Cui, Feiyang Wang, Xin Li, and Wuhu Feng. 2022. "Extreme Change Events of Stratospheric HCl and N2O in the Mid-Latitude Region of the Northern Hemisphere" Remote Sensing 14, no. 23: 6114. https://doi.org/10.3390/rs14236114

APA Style

Han, Y., Xie, F., Cui, F., Wang, F., Li, X., & Feng, W. (2022). Extreme Change Events of Stratospheric HCl and N2O in the Mid-Latitude Region of the Northern Hemisphere. Remote Sensing, 14(23), 6114. https://doi.org/10.3390/rs14236114

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