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The data adopted in this study includes two datasets (1) the hourly wind dataset with a horizontal resolution of 1°×1° from June to August during 1980–2019 derived from the ERA5 reanalysis dataset and (2) the daily precipitation data (1200 UTC–1200 UTC) over the same period from the daily dataset of basic meteorological elements of China’s National Surface Weather Station (version 3.0) released by the National Meteorological Information Centre of China Meteorological Administration.
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Based on the wind data from the ERA5 reanalysis dataset at 500 hPa from June to August during 1980–2019, the ZSLs are identified by an objective method with three parameters: the zonal shear of the meridional wind, the relative vorticity, and the zero line of meridional wind (Ma and Yao, 2015; Zhang et al., 2016). The specific criteria are as follows.
where u is the zonal wind component, y indicates the meridional coordinate, ζ is the vertical component of the relative vorticity. When the three criteria in Eq. (1) are met at each grid point, the line connecting these grids, with a zonal span of more than 5 degrees of longitude, is identified as a ZSL.
Subsequently, in the high-frequency area of ZSLs (32°–35°N), which is located in a region with an altitude of more than 3000 m over the TP, the ZSLs with a lifetime longer than 24 hours are selected to form a dataset of ZSL cases. Furthermore, based on the daily precipitation data mentioned above, the ZSL case that causes heavy precipitation is defined by following these steps:
(1) The precipitation averaged at all stations on a certain day near each ZSL case (30°–36°N) in the dataset is defined as the average precipitation of that day (xi, i=1, n. n indicates the total ZSL days in the dataset).
(2) The average daily precipitation for all cases and their standard deviation are expressed as:
(3) If the xi in a certain ZSL at any time over the course of its lifetime is one σ greater than
$ \bar x $ , then this case is defined as a ZSL case that caused heavy precipitation.Consequently, 11 typical cases that caused heavy precipitation and have a similar lifetime of more than 60 hours are selected from the above cases (Table 1). The distribution of the lifetime-averaged ZSLs from the 11 cases is shown in Fig. 1a.
Serial number Starting time (LST) Ending time (LST) Lifetime (h) Accumulated precipitation (mm) 1 1980070516 1980070807 64 15.94 2 1982062417 1982062705 61 22.42 3 1983062615 1983062912 70 24.52 4 1985060715 1985061006 64 16.39 5 1985082114 1985082410 69 28.87 6 1987070816 1987071109 66 24.08 7 1991080414 1991080710 69 17.92 8 1992062217 1992062514 70 21.85 9 1992062517 1992062810 66 25.06 10 1996072314 1996072604 63 17.85 11 2018061118 2018061412 67 17.82 Note: For example, 2018061118 refers to 1800 LST 11 June 2018. Table 1. Elevent typical cases of zonal shear lines (ZSLs) over the Tibetan Plateau (TP) in summer (Note: ZSL mentioned in this research all refers to ZSL over the TP in summer. The avereage precipitation at all stations of each ZSL process near each ZSL case (30°–36°N) is defined as the accumulated precipitation. The LST represents the local solar time, which is six hours ahead of the coordinated universal time (UTC), that is, LST = UTC + 6 h, the same below.).
Figure 1. (a) The distribution of 11 typical cases of lifetime-averaged ZSLs at 500 hPa (color contours), (b) The synthetic precipitation near the ZSL during its whole lifetime, the three stages, namely 1800 LST 1st–1800 LST 2nd, 1800 LST 2nd –1800 LST 3rd, and 1800 LST 3rd –1800 LST 4th (units: mm d–1). The solid gray line outlines the region with an altitude of 3000 m, which indicates the major body of the TP (the same below).
Finally, the arithmetic average method is performed on each physical quantity of all typical cases at individual moments, with the intent of obtaining a composite ZSL for subsequent diagnostic analysis. The composite ZSL has a lifetime of 72 hours (1300 LST 1st–1200 LST 4th, short for 1300 LST on the 1st day to 1200 LST on the 4th day, the same below). Here, the LST represents the local solar time, six hours ahead of the coordinated universal time (UTC), LST = UTC + 6 h. It is important to note that the ZSL mentioned in the section below all refer to the composite ZSL from the 11 typical cases.
Given that the starting time of the ZSL is close to the starting time of the 24-hour accumulated precipitation, the precipitation near the ZSL during its whole lifetime is represented by the precipitation of the three stages, namely 1800 LST 1st–1800 LST 2nd, 1800 LST 2nd –1800 LST 3rd, and 1800 LST 3rd –1800 LST 4th (Fig. 1b).
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The arithmetic average method is performed on the ZSL over the course of its lifetime. Considering the high-frequency region for the ZSL’s occurrence (Zhang et al., 2016) and the large-value region of the ζ (greater than 2 × 10−5 s−1), the region of 32°–35°N, 81°–99°E is selected as the study area, as shown in the red dashed box in Fig. 2a. The ZSL represents a unique weather system in the boundary layer over the TP, generally referring to a 500-hPa convergence line with opposite wind directions at more than three stations (The Tibetan Plateau Science Research Group, 1981). Therefore, the ZSL intensity is expressed by the regional-averaged ζ in the study area at 500 hPa. According to the ZSL intensity evolution (Fig. 4), the evolutionary processes are divided into the development stage (1300 LST 1st–1200 LST 2nd), the vigorous stage (1300 LST 2nd –1200 LST 3rd), and the decay stage (1300 LST 3rd –1200 LST 4th). The mean values of the physical quantities at each stage represent the environment of the ZSL evolution at each stage. There is an enhancement of the ZSL from the development stage to the vigorous stage and a weakening from the vigorous stage to the decay stage. The evolution of ZSL intensity is essentially synchronized with that of precipitation related to the ZSL (Fig. 1b). Note that the thermal effects of the TP exhibit significant diurnal variations, but this is not the focus of this study. To remove the influence of the diurnal variation on the ZSL evolution, the same start and end times are set for each stage to maintain consistency regarding the effect of diurnal variations.
Figure 2. (a) 500-hPa wind field (V) (black wind vectors; units: m s−1) and the vertical component of the relative vorticity ( ζ ) (>0, shading; units: 10−5 s−1), (b) 500-hPa rotational wind (VR) and its specific value (black wind vectors and shading; units: m s−1) and (c) 500-hPa convergent wind (VR) and its specific value (black wind vectors and shading; units: m s−1) averaged in the whole lifetime of the ZSL. The black dashed box represents the study area (32°–35°N, 81°–99°E), and the black thick solid line denotes the lifetime-averaged ZSL (the same below).
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Based on the hourly wind dataset mentioned above, an iterative method (Endlich, 1967) with high computational efficiency and high accuracy is used to decompose the original horizontal wind (V) into the rotational wind (VR) and the divergent wind (VR):
The bias for the divergence at each grid is less than or equal to 1 × 10−8 s−1 during the iterative process, which is less than or equal to 0.1% of the maximum divergence of the original horizontal wind field. The formulas for divergent and rotational kinetic energies are as follows.
The kinetic energy per unit mass is expressed as:
where
The kinetic energy of an atmospheric volume in isobaric coordinates (A is the horizontal computational area) is given by:
where
K is the kinetic energy in a limited area (hereafter referred to as kinetic energy), KR is the rotational kinetic energy, KD the divergent kinetic energy, and KRD is the kinetic energy of the interaction between the divergent wind and the rotational wind. Note that the sign of KRD depends on the divergent and rotational wind directions.
The equation for rotational kinetic energy (Buechler and Fuelberg, 1986) is expressed as follows.
Here, uR and uD are the zonal rotational and divergent wind components, vR and vD are the meridional rotational and divergent wind components, ω is the vertical velocity (Pa s–1), f is the Coriolis parameter, φ is the geopotential, and F is the frictional force.
For Eq. (8), the sum of Af, Az, B, and C is hereafter denoted as C(KD, KR). Therefore, Eq. (8) can be simplified as DKR = IR + C(KD, KR) + GR + HFR + FR. The term on the left-hand side, DKR, is the change term of KR and denotes the local change of KR. The term IR is the change of KR caused by the nonlinear interaction between the rotational wind and divergent wind. The term C(KD, KR) is a conversion term between KD and KR, including four terms of Af, Az, B, and C, a C(KD, KR) greater than zero indicates a conversion from KD to KR. The term Af is the geostrophic effect term. Both terms Af and Az are affected by relative orientations and magnitudes of VR and VD. Term B describes the vertical exchange of KR, while term C is related to the configuration of VD with VD and the vertical distribution of VD. Term GR is the generation term for KR, indicating the conversion between KR and the available potential energy due to the cross-contour flow of VR. The term HFR denotes the horizontal flux divergence of K by VR. The term FR represents friction and is related to the rotational wind, denoting frictional processes and the energy transfer between resolvable and unresolvable scales of motion. As it is calculated as the residual, possible errors from other terms are also included in Eq. (8).
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It can be seen from the above analysis that the evolution of K and KR are basically synchronous with the ZSL intensity, and the variations in KD occur about three hours earlier than that of the ZSL intensity. Therefore, it is reasonable to explore the evolution mechanism of the ZSL intensity by discussing the evolution of K and its components.
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The preliminary analysis of the effects of VD and VR on K will be discussed through the relative contributions of KR, KD, and KRD to K,
Table 2 reveals that K, KR, KD, and KRD increase (decrease) with the development (decay) of the ZSL, which agrees with previous conclusions. For the entire lifetime-averaged ZSL, K reaches 13.6 ×103 J m−2, where KR makes the largest contribution, accounting for 79.1%, followed by KD (14.9%) and the smallest by KRD (only 5.9%). Noting that although the relative contributions of KR, KD, and KRD to K vary during different stages of the ZSL evolution, KR always contributes the most (above 76%) at each stage, followed by KD (more than 11%) and the smallest by KRD (about 6%).
Figure 4. Evolution of ζ (solid red lines; units: 10−5 s−1), K (black hollow lines; units: J m−2), KR (hollow blue lines; units: J m−2), KD (hollow purple lines; units: J m−2) and KRD (hollow green line; units: J m−2) averaged in the study area near the ZSL at 500 hPa. The black coordinate axis is for K, the purple coordinate axis for KD, the blue coordinate axis for KR, the green coordinate axis for KRD, and the red coordinate axis for ζ.
Period $ K $ $ {K_{\text{R}}} $ $ {K_{\text{D}}} $ $ {K_{{\text{RD}}}} $ Development stage Magnitude 12.099 9.247 2.149 0.703 Percentage (%) 100 76.4 17.8 5.8 Vigorous stage Magnitude 15.258 11.990 2.376 0.893 Percentage (%) 100 78.6 15.6 5.8 Decay stage Magnitude 13.532 11.123 1.577 0.832 Percentage (%) 100 82.2 11.6 6.1 Entire lifetime Magnitude 13.630 10.787 2.034 0.809 Percentage (%) 100 79.1 14.9 5.9 Table 2. Area-time averaged vertical integrals of K, KR, KD, and KRD from the surface up to 450 hPa (units: 103 J m−2).
During the evolutionary processes of K, KR is much larger than KD and KRD, and it contributes the most to K, accounting for about 79%, followed by KD (about 15%) and the smallest by KRD (only about 6%). Therefore, KR plays a leading role in the evolutionary process of K, while the effects of KD and KRD are rather small.
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The rotational kinetic energy KR, which contributes the most to K, is far greater than KD and KRD. Besides, the intensity evolution trend of K and KR at 500 hPa is consistent with its evolution in the layer near the ZSL. Hence, the source of KR at 500 hPa is investigated to reveal factors that trigger the evolution of K, with the intent of exploring the evolutionary mechanism of the ZSL intensity.
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At 500 hPa, the term DKR in the development stage is only positive in the eastern part of the study area (Figs. 5a–c), and this positive-value area generally extends to the entire study area in the vigorous stage. In contrast, the entire study area is basically dominated by negative values in the decay stage. This indicates that the term KR increases (decreases) with the strengthening (weakening) of the ZSL intensity, consistent with the results discussed above. In Figs. 5a1–c1, the term GR is negative as the work done by the pressure gradient force consumes KR at 500 hPa around 85°–90°E near the ZSL (figure omitted). While in the eastern and western parts near the ZSL, the pressure gradient force does positive work to produce KR (figure omitted), which induces positive GR (Figs. 5a1–c1). For the term HFR, the southward VR on the south side of the ZSL transports K to the vicinity of the ZSL (Figs. 2a–c and Figs. 4a–c), mainly causing positive HFR near the ZSL (Figs. 5a3–a3). However, on the north side of the ZSL, the term HFR presents an alternative distribution of positive and negative values along the latitudinal direction. Furthermore, the values of GR and HFR basically increase (decrease) with the enhancement (decay) of the ZSL intensity. Therefore, from the development stage to the vigorous stage of the ZSL, the term GR in the eastern and western parts of the ZSL and the term HFR in most areas near the ZSL are conducive to the increase of KR, especially the KR to the south of the ZSL. However, the terms GR and HFR in the abovementioned regions remain positive from the vigorous stage to the decay stage, which is not favorable for the decrease of KR.
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Figure 6 shows that the term C(KD, KR) is positive throughout the whole lifetime of the ZSL, with a similar horizontal distribution to those of K, KR, and KD at 500 hPa. In addition, the values of C(KD, KR) are significantly larger than those of GR and HFR (Fig. 5), basically above 4 × 10−4 W m−2 Pa−1. This indicates a conversion from KD to KR throughout the whole lifetime of the ZSL, and the influence of C(KD, KR) is more significant than those of GR and HFR on KR. At the development and vigorous stages, the term C(KD, KR) near the ZSL is positive and increases with the development of the ZSL (same as Table 3), indicating that the term C(KD, KR) is favorable for the increase of KR. However, the term C(KD, KR) is still positive at the decay stage but smaller than that at the vigorous stage. In addition, the values of IR are relatively small (figure omitted). Combined with the distributions of GR and HFR (Fig. 5), it can be concluded that the decrease of KR is mainly caused by FR (figure omitted).
Figure 6. Same as Fig. 3, but for conversion term between KD and KR (C(KD, KR)) (contours; units: 10 −4 W m−2 Pa−1).
Period C(KD, KR) Af Az B C Development stage Magnitude 0.546 0.330 0.059 0.143 0.014 Percentage (%) 100 60.4 10.8 26.2 2.6 Vigorous stage Magnitude 0.798 0.474 0.1 0.201 0.022 Percentage (%) 100 59.4 12.5 25.2 2.8 Decay stage Magnitude 0.535 0.314 0.055 0.15 0.016 Percentage (%) 100 58.7 10.3 28 3 Entire lifetime Magnitude 0.626 0.373 0.071 0.165 0.017 Percentage (%) 100 59.6 11.3 26.4 2.7 Table 3. Same as Table 2, but for C(KD, KR) (units: 103 J m−2).
As shown in Table 3, during the evolution process of the ZSL, the four terms in C(KD, KR) are all positive, and the geostrophic effect term Af always contributes the most to C(KD, KR). For the lifetime-averaged ZSL, the contribution rate of Af to C(KD, KR) reaches 59.6%, followed by B (26.4%), while the contributions of Az and C are relatively smaller, being 11.3% and 2.7%, respectively. In addition, the four terms Af, Az, B, and C also increase (decrease) with the strengthening (weakening) of the ZSL intensity. Therefore, the geostrophic effect term Af among the four terms in C(KD, KR) affects KR the most.
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The following discussion will shed light on how Af works. The Coriolis parameter f does not change with time, so the evolution of Af is determined by the members in the term
$ - {\text{ }}({v_{\text{R}}}{u_{\text{D}}} - {\text{ }}{u_{\text{R}}}{v_{\text{D}}}) $ . It follows:where t is time, note that
$ {u_{\text{R}}}{v_{\text{D}}} $ and$ - {\text{ }}{v_{\text{R}}}{u_{\text{D}}} $ have different effects on Af, as shown below.It can be seen from Fig. 7 that the values of
$ {u_{\text{R}}}{v_{\text{D}}} $ (Figs. 7a1–c1) and$ - {\text{ }}{v_{\text{R}}}{u_{\text{D}}} $ (Figs. 7a2–c2) are basically positive near the ZSL, and the values of$ {u_{\text{R}}}{v_{\text{D}}} $ are greater than those of$ - {\text{ }}{v_{\text{R}}}{u_{\text{D}}} $ during the entire lifetime of the ZSL. In the development stage (Fig. 7a1), there is a dense zone of the$ {u_{\text{R}}}{v_{\text{D}}} $ values to the south of the study area, and the maximum$ {u_{\text{R}}}{v_{\text{D}}} $ reaches 10 m2 s–2. In the vigorous stage, the values of$ {u_{\text{R}}}{v_{\text{D}}} $ (Fig. 7b1) increase rapidly, with the maximum$ {u_{\text{R}}}{v_{\text{D}}} $ reaching 20 m2 s–2. There is also a significant reduction of$ {u_{\text{R}}}{v_{\text{D}}} $ from the vigorous stage to the decay stage, whose magnitude is less than the observed increase from the development stage to the vigorous stage (Figs. 7b1–c1). For the values of$ - {\text{ }}{v_{\text{R}}}{u_{\text{D}}} $ , there is no obvious change from the development stage to the decay stage (Figs. 7a2–c2). Thus, the evolution of Af is essentially governed by the values of$ {u_{\text{R}}}{v_{\text{D}}} $ .Figure 7. (a1–c1) Same as Fig. 3, but for (a1–c1). The values of times zonal rotational wind component times meridional divergent wind component (
$ {u_{\text{R}}}{v_{\text{D}}} $ ) and (a2–b2) the opposite values of zonal divergent wind component times meridional rotational wind component ($ - {v_{\text{R}}}{u_{\text{D}}} $ ) are shown (contours; units: m2 s–2).Furthermore, the values of both
$ {u_{\text{R}}} $ and$ {v_{\text{D}}} $ change with the ZSL intensity evolution. Specifically, both of them increase (decrease) with the developing (decay) of the ZSL intensity (figure omitted). Therefore, the evolution of Af is caused by the joint actions of$ {u_{\text{R}}} $ and$ {v_{\text{D}}} $ .The mechanism of shear line evolution is summarized as follows. In the vicinity of the ZSL, the terms of C(KD, KR) near the ZSL, GR in the eastern and western parts, and HFR in most areas are all favorable factors for increasing KR. Specifically, the term C(KD, KR) is far larger than GR and HFR and thus represents the dominant factor for increasing KR, while the decrease of KR is mainly caused by FR. The plausible reason for this is that energy transfer between resolvable and unresolvable scales of motion is possible because of the multi-scale ZSL in this study and that the friction near the ground is considerable because of the complex topography of the TP. Furthermore, the most important part of the conversion term is the geostrophic effect term Af, and the joint action of
$ {u_{\text{R}}} $ and$ {v_{\text{D}}} $ determines the evolution of Af.
Serial number | Starting time (LST) | Ending time (LST) | Lifetime (h) | Accumulated precipitation (mm) |
1 | 1980070516 | 1980070807 | 64 | 15.94 |
2 | 1982062417 | 1982062705 | 61 | 22.42 |
3 | 1983062615 | 1983062912 | 70 | 24.52 |
4 | 1985060715 | 1985061006 | 64 | 16.39 |
5 | 1985082114 | 1985082410 | 69 | 28.87 |
6 | 1987070816 | 1987071109 | 66 | 24.08 |
7 | 1991080414 | 1991080710 | 69 | 17.92 |
8 | 1992062217 | 1992062514 | 70 | 21.85 |
9 | 1992062517 | 1992062810 | 66 | 25.06 |
10 | 1996072314 | 1996072604 | 63 | 17.85 |
11 | 2018061118 | 2018061412 | 67 | 17.82 |
Note: For example, 2018061118 refers to 1800 LST 11 June 2018. |