Analysis of Temperature Change in Uzbekistan and the Regional Atmospheric Circulation of Middle Asia during 1961–2016
Abstract
:1. Introduction
- to analyze air temperature trends of the current period 1991–2016 compared to the climate normals of the baseline period 1961–1990 and define spatial and temporal changes to the air temperature in Uzbekistan.
- to assess changes in the regional SWT of Middle Asia over Uzbekistan and analyze climatic variations and trends connected to the atmospheric circulations as one of the main factors of climate change in Uzbekistan.
2. Materials and Methods
2.1. Study Area and Data Collection
2.2. Synoptic Weather Types Classification
2.3. Study Methods
3. Results
3.1. Air Temperature Trends
3.2. Changes in the Regional Atmospheric Circulation of Middle Asia
3.3. Correlation Analysis of the Air Temperature and SWT
4. Discussion
5. Conclusions
Author Contributions
Funding
Acknowledgments
Conflicts of Interest
Appendix A
Group | Code | Type | Description |
---|---|---|---|
Cyclones from the south and southwest | 1 | South Caspian cyclone | Develops in the south of the Caspian Sea, a well-formed baric system with heavy precipitation in mountainous areas, winds in a desert area, and rising temperatures in winter. |
2 | Murgab cyclone | Develops over Turkmenistan in Murgab and Tedgen basins, mild and wet cyclone with strong winds, heavy precipitation, thunderstorms in spring | |
3 | Upper Amu Darya cyclone | Develops over Afghanistan and Tajikistan, very slow and mostly over a high mountainous area, with warm airflow, strong winds in the mountainous regions | |
4 | Wide outflow of warm air | Warm air from the southern regions of the European territory of the Russian Federation, Western Kazakhstan, and Middle Asia, with southwestern and southern flows in the troposphere. This air can be either tropical or temperate air, with warm air and dry conditions. | |
Advection of cold airflow from the north and northwest | 5 | Northwest cold wave invasion | The Arctic or temperate air masses from the north-west through the southeastern part of Russia’s European territory, Western Kazakhstan and Usturt, cause a sharp change in weather. Mainly cold with precipitation and strong winds in winter. Frosts in autumn and spring, cold weather with precipitation over the mountainous area |
6 | Northern cold wave invasion | The Arctic or middle-latitudes air from the north through the Urals, Western Siberia, and Kazakhstan. With severe cold weather and almost no precipitation in winter. Rainfalls in mountainous areas in summer. | |
7 | Wave activity on the cold front | A quasi-stationary front of the invasion of a cold air mass from the Middle East. A series of cyclonic waves develop over Turkmenistan and the north-east of Middle Asia, with unstable temperatures and wet conditions. | |
8 | Slow moving cyclone over Middle Asia | This cyclone usually covers the entire troposphere with its circulation, the center is in the north of Central Asia, but its formation in other regions is not excluded. Cool in summer with rainfall in mountainous areas, cold temperatures in winter. | |
10 | Western invasion | The middle-latitudes air, less arctic air, from the west, coming through the Caucasus ridges and the Caspian Sea, with cool temperatures, strong winds, and rainfalls in summer and winter. | |
15 | Diving cyclone | Develop over the northern seas (Norwegian Sea, Barents, Kara) and move from north to south. Cold weather with precipitation and strong windsAnticyclonic weather. | |
Anticyclonic weather | 9 | Southwest periphery of anticyclone | The periphery of the Siberian high anticyclone. Usually clear and dry weather and low winds. |
9a | Southeast periphery of anticyclone | The stationary anticyclonic process above the Usturt plateau, the Lower Volga region, or Western Kazakhstan. Cold and clear weather in winter, cool in summer. | |
9b | South periphery of anticyclone | Part of Siberian high anticyclone covering the eastern regions of Russia’s European territory, the Volga region, Western Kazakhstan. Mostly cold and dry conditions with cool and clear conditions in summer. | |
11 | Summer thermal depression | Emerge from the southeast of Middle Asia, a frontless low-pressure area with a well-pronounced cyclonic circulation in the lower troposphere. Clear, dry, hot, and hazy weather on plains. | |
12 | Low gradient field of high pressure | An area of high pressure uniting the Siberian anticyclone with the anticyclone over the European territory of Russia. Cold, dry, and clear weather with light winds. | |
13 | Low gradient field of low pressure | The low-pressure area with meridional orientation over Central Asia. Dry and warm weather conditions with low rainfall. Local heavy rainfall in summer due to convective clouds. | |
Mid-latitude cyclone | 14 | Western cyclone | Strong winds, precipitations in mountainous areas. |
Stations | I | II | III | IV | V | VI | VII | VIII | IX | X | XI | XII | CH | WH | Annual |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Karakalpakiya | 1.3 | 2.5 | 2.3 | 1.3 | 0.7 | 1.9 | 0.5 | 1.5 | 0.6 | 2.0 | −0.4 | −0.6 | 1.1 | 1.2 | 1.2 |
Chimbay | 0.8 | 2.1 | 2.4 | 1.6 | 1.1 | 1.3 | 0.5 | 1.3 | 0.7 | 1.4 | 0.0 | −0.1 | 1.1 | 1.1 | 1.1 |
Urgench | 1.1 | 1.4 | 1.7 | 0.6 | 0.1 | 0.2 | −0.5 | 0.4 | 0.1 | 0.8 | −0.2 | −0.1 | 0.7 | 0.2 | 0.5 |
Akbaytal | 1.0 | 1.7 | 1.7 | 0.8 | 0.7 | 0.8 | −0.1 | 1.1 | 0.7 | 1.5 | 0.0 | 0.0 | 0.9 | 0.8 | 0.8 |
Tamdi | 1.2 | 1.4 | 1.5 | 0.7 | 0.5 | 0.6 | −0.1 | 0.9 | 0.6 | 1.2 | 0.0 | −0.2 | 0.8 | 0.6 | 0.7 |
Samarkand | 1.6 | 1.7 | 1.3 | 0.8 | 0.9 | 0.9 | 0.8 | 1.4 | 1.4 | 1.4 | 0.8 | 0.3 | 1.1 | 1.1 | 1.1 |
Ayakagitma | 0.7 | 0.5 | 0.7 | 0.0 | 0.1 | 0.4 | −0.3 | 0.5 | 0.2 | 0.5 | −0.2 | −0.2 | 0.3 | 0.2 | 0.2 |
Bukhara | 1.5 | 1.4 | 1.4 | 0.7 | 0.7 | 1.1 | 0.6 | 1.6 | 1.4 | 1.5 | 0.6 | 0.3 | 1.0 | 1.2 | 1.1 |
Termez | 1.5 | 1.2 | 0.9 | 0.7 | 0.7 | 1.0 | 0.8 | 1.2 | 1.5 | 1.2 | 0.6 | 0.1 | 0.8 | 1.1 | 0.9 |
Baysun | 1.0 | 1.3 | 1.2 | 0.6 | 0.3 | 0.0 | 0.0 | 0.5 | 1.0 | 0.9 | 0.4 | 0.2 | 0.8 | 0.5 | 0.6 |
Djizakh | 1.6 | 1.7 | 1.1 | 0.2 | 0.3 | 0.3 | 0.0 | 0.6 | 0.4 | 0.7 | 0.5 | 0.3 | 0.9 | 0.4 | 0.6 |
Tashkent | 1.5 | 1.5 | 1.4 | 0.4 | 0.6 | 0.5 | 0.3 | 1.0 | 1.0 | 1.0 | 0.5 | 0.1 | 0.9 | 0.7 | 0.8 |
Oygaing | 1.1 | 1.2 | 1.4 | 0.3 | 0.7 | 0.5 | 0.0 | 0.0 | 0.6 | 0.6 | 1.5 | 0.2 | 1.0 | 0.4 | 0.7 |
Ferghana | 1.6 | 1.7 | 1.4 | 0.3 | 0.3 | 0.4 | 0.6 | 1.2 | 1.3 | 1.1 | 0.9 | 0.6 | 1.1 | 0.8 | 1.0 |
Station | Period | Temperature Trend | Station | Period | Temperature Trend | ||
---|---|---|---|---|---|---|---|
ΔT, °C | ΔT/Decade | ||||||
Karakalpakiya | 1961–1990 | 1.01 | 0.34 | Bukhara | 1961–1990 | 1.25 | 0.42 |
1991–2016 | 1.33 | 0.51 | 1991–2016 | 0.96 | 0.37 | ||
1961–2016 | 2.32 * | 0.41 | 1961–2016 | 2.11 * | 0.38 | ||
Chimbay | 1961–1990 | 0.92 | 0.31 | Termez | 1964–1990 | 1.20 | 0.40 |
1991–2016 | 1.09 | 0.42 | 1991–2016 | 1.03 * | 0.40 | ||
1961–2016 | 2.01 * | 0.36 | 1964–2016 | 1.88 * | 0.34 | ||
Urgench | 1961–1990 | 0.48 | 0.16 | Baysun | 1961–1990 | 0.59 | 0.20 |
1991–2016 | 0.65 | 0.25 | 1991–2016 | 1.25 | 0.48 | ||
1961–2016 | 0.95 | 0.17 | 1961–2016 | 1.29 | 0.23 | ||
Akbaytal | 1961–1990 | 0.46 | 0.15 | Djizakh | 1961–1990 | 0.11 | 0.04 |
1991–2016 | 0.83 | 0.32 | 1991–2016 | 0.70 | 0.27 | ||
1961–2016 | 1.62 | 0.29 | 1961–2016 | 1.18 | 0.21 | ||
Tamdi | 1961–1990 | 0.21 | 0.07 | Tashkent | 1961–1990 | 0.76 | 0.25 |
1991–2016 | 0.90 | 0.34 | 1991–2016 | 1.35 * | 0.52 | ||
1961–2016 | 1.25 | 0.22 | 1961–2016 | 1.81* | 0.32 | ||
Samarkand | 1961–1990 | 0.65 | 0.22 | Oygaing | 1963–1990 | 0.32 | 0.11 |
1991–2016 | 1.34 * | 0.52 | 1991–2016 | 1.17 * | 0.45 | ||
1961–2016 | 2.03 * | 0.36 | 1963–2016 | 1.39 * | 0.25 | ||
Ayakagitma | 1961–1990 | −0.59 | −0.20 | Ferghana | 1961–1990 | 0.94 | 0.31 |
1991–2016 | 0.98 | 0.38 | 1991–2016 | 1.10 * | 0.42 | ||
1961–2016 | 0.50 | 0.09 | 1961–2016 | 1.91 * | 0.34 |
Period | Synoptic Weather Types | Σ | |||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 9a | 9b | 10 | 11 | 12 | 13 | 14 | 15 | |||
Cold half-year | 1961–1990 | 14.7 | 10.5 | 1.7 | 3.6 | 14.1 | 4.1 | 12.7 | 9.8 | 44.3 | 2.8 | 17.7 | 25.5 | 0.0 | 10.6 | 5.9 | 3.1 | 0.1 | 181.2 |
1991–2016 | 13.2 | 10.5 | 1.4 | 0.2 | 7.1 | 1.6 | 9.3 | 5.4 | 40.0 | 3.2 | 17.8 | 26.8 | 0.0 | 29.4 | 13.5 | 1.8 | 0.0 | 181.3 | |
Warm half-year | 1961–1990 | 2.7 | 1.1 | 0.1 | 0.7 | 20.2 | 11.5 | 2.9 | 8.8 | 18.9 | 5.6 | 16.8 | 38.0 | 4.0 | 19.8 | 32.6 | 0.3 | 0.0 | 184.0 |
1991–2016 | 1.9 | 0.9 | 0.2 | 0.4 | 8.5 | 2.6 | 1.5 | 5.0 | 15.3 | 7.9 | 16.3 | 29.5 | 1.8 | 30.4 | 61.3 | 0.6 | 0.0 | 184.0 | |
Annual | 1961–1990 | 17.4 | 11.6 | 1.8 | 4.3 | 34.3 | 15.6 | 15.6 | 18.6 | 63.2 | 8.4 | 34.5 | 63.5 | 4.0 | 30.4 | 38.5 | 3.4 | 0.1 | 365.2 |
1991–2016 | 15.1 | 11.4 | 1.6 | 0.6 | 15.6 | 4.2 | 10.8 | 10.4 | 55.3 | 11.1 | 34.1 | 56.3 | 1.8 | 59.8 | 74.8 | 2.4 | 0.0 | 365.3 |
References
- Alexander, L.V.; Zhang, X.; Peterson, T.C. Global observed changes in daily climate extremes of temperature and precipitation. J. Geophys. Res. 2006, 111, D05109. [Google Scholar] [CrossRef] [Green Version]
- IPCC (The Intergovernmental Panel on Climate Change). Climate Change 2014: Synthesis Report. Contribution of Working Groups I, II and III to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change; IPCC: Geneva, Switzerland, 2014; p. 151. [Google Scholar]
- Giese, E.; Mossig, I.; Rybski, D.; Bunde, A. Long-term analysis of air temperature trends in Central Asia. Erdkunde 2007, 61, 186–202. [Google Scholar] [CrossRef]
- Aizen, V.B.; Aizen, E.M.; Melack, J.M.; Dozier, J. Climate and hydrologic changes in the Tien Shan, Central Asia. J. Clim. 1997, 10, 1393–1404. [Google Scholar] [CrossRef]
- Bolch, T. Climate Change and GlacieHr Retreat in Northern Tien Shan (Kazakhstan/Kyrgyzstan) Using Remote Sensing Data. Glob. Planet. Chang. 2006, 56, 1–12. [Google Scholar] [CrossRef]
- Farinotti, D.; Longuevergne, L.; Moholdt, G.; Duethmann, D.; Mölg, T.; Bolch, T.; Vorogushyn, S.; Güntner, A. Substantial Glacier Mass Loss in the Tien Shan over the Past 50 Years. Nat. Geosci. 2015, 8, 716–722. [Google Scholar] [CrossRef]
- Annina, S.; Bolch, T.; Stoffel, M.; Solomina, O.; Beniston, M. Climate Change Impacts on Glaciers and Runoff in Tien Shan (Central Asia). Nature Climate Change. Nat. Clim. Chang. 2012, 2, 725–731. [Google Scholar]
- Chen, Y.; Li, W.; Deng, H.; Fang, G.; Li, Z. Changes in Central Asia’s Water Tower: Past, Present and Future. Sci. Rep. 2016, 6, 35458. [Google Scholar] [CrossRef]
- Chen, Y.; Deng, H.; Li, B.; Li, Z.; Xu, C. Abrupt change of temperature and precipitation extremes in the arid region of Northwest China. Quat. Int. 2014, 336, 35–43. [Google Scholar] [CrossRef]
- Aizen, E.M.; Aizen, V.B.; Melack, J.M.; Nakamura, T.; Ohta, T. Precipitation and atmospheric circulation patterns at mid-latitudes of Asia. Int. J. Climatol. 2001, 21, 535–556. [Google Scholar] [CrossRef]
- Liu, Y.; Chen, S.; Sun, H.; Gu, D.; Xue, J.; Lei, J.; Zeng, X.; Lv, G. Does the long-term precipitation variations and dry-wet conditions exist in the arid areas? A case study from China. Quat. Int. 2019, 519, 3–9. [Google Scholar] [CrossRef]
- Shao, Y.; Mu, X.; He, Y.; Sun, W.; Zhao, G.; Gao, P. Spatiotemporal variations of extreme precipitation events at multi-time scales in the Qinling-Daba mountains region, China. Quat. Int. 2019, 525, 89–102. [Google Scholar] [CrossRef]
- Petrov, Y.; Kholmatjanov, B.M.; Asatov, A.P. Current Warming in Middle Asia and Atmospheric Circulation Change Development. Curr. J. Appl. Sci. Technol. 2015, 12, 1–7. [Google Scholar] [CrossRef]
- Wen, X.; Wu, X.; Gao, M. Spatiotemporal variability of temperature and precipitation in Gansu Province (Northwest China) during 1951–2015. Atmos. Res. 2017, 197, 132–149. [Google Scholar] [CrossRef]
- Bugaev, V.A.; Gorgio, V.A.; Kozik, E.M.; Petrosyanc, M.A.; Pshenichniy, A.Y.; Romanov, N.N.; Chernysheva, O.A. Synoptic Processes of Middle Asia; Academy of Sciences of UzSSR: Tashkent, Uzbekistan, 1957; p. 477. (In Russian) [Google Scholar]
- Babushkin, L.N.; Kogay, N.A. Physico-geographical zoning of the Uzbek SSR. In Proceedings of Tashkent State University; TashSU Press: Tashkent, Uzbekistan, 1964; Volume 231, pp. 5–247. (In Russian) [Google Scholar]
- Spektorman, T.Y.; Nikulina, S.P. Climate monitoring, climate change assessment on the territory of the Republic of Uzbekistan. Information on the execution by Uzbekistan of its obligations under the UN Framework Convention on Climate Change. Bulletin 2002, 5, 486. (In Russian) [Google Scholar]
- Inagamova, S.I. Calendar of Synoptic Weather Types of Middle Asia; NIGMI: Tashkent, Uzbekistan, 1993; Volume 3, p. 56. (In Russian) [Google Scholar]
- Inagamova, S.I. Calendar of Synoptic Weather Types of Middle Asia; NIGMI: Tashkent, Uzbekistan, 2013; Volume 4, p. 66. (In Russian) [Google Scholar]
- Giorgio, V.A.; Bugayev, V.A. Classification of the atmospheric circulation in Middle Asia. Meteorol. Hydrol. 1936, 6, 72–74. (In Russian) [Google Scholar]
- Bugayev, V.A. Climate in Middle Asia and Kazakhstan; Academy of Science of the Uzbek SSR: Tashkent, Uzbekistan, 1946; p. 24. (In Russian) [Google Scholar]
- Sarimsakov, T.A.; Giorgio, V.A.; Bugayev, V.A. Statistical characteristics of synoptic situations for the cold period over the Middle Asia. Newsl. USSR Acad. Sci. 1947, 6, 451–464. (In Russian) [Google Scholar]
- Inagamova, S.I.; Voynova, T.A.; Kazaryans, E.S. Short-Term Weather Forecast Guide; Part II. Vol. 3. Middle Asia; Hydrometeoizdat: Leningrad, Russia, 1986; p. 322. (In Russian) [Google Scholar]
- Inagamova, S.I.; Mukhtarov, T.M.; Mukhtarov, S.T. Features of Synoptic Processes of Middle Asia; SANIGMI: Tashkent, Uzbekistan, 2002; p. 486. (In Russian) [Google Scholar]
- Mamadjanova, G.; Wild, S.; Walz, M.A.; Leckebusch, G.C. The Role of Synoptic Processes in Mudflow Formation in the Piedmont Areas of Uzbekistan. Nat. Hazards Earth Syst. Sci. 2018, 18, 2893–2919. [Google Scholar] [CrossRef] [Green Version]
- WMO (World Meteorological Organization). Guidelines on the Calculation of Climate Normals (WMO/TD-No. 1203); WMO: Geneva, Switzerland, 2017. [Google Scholar]
- Mann, H.B. Nonparametric tests against trend. Econometrica 1945, 13, 124–259. [Google Scholar] [CrossRef]
- Kendall, M.G. Rank Correlation Methods; Griffin: London, UK, 1975. [Google Scholar]
- Yang, H.; Yang, D.; Hu, Q.; Lv, H. Spatial variability of the trends in climatic variables across China during 1961–2010. Theor. Appl. Climatol. 2014, 120, 773–783. [Google Scholar] [CrossRef]
- Tian, Q.; Yang, S. Regional climatic response to global warming: Trends in temperature and precipitation in the Yellow, Yangtze and Pearl River basins since the 1950s. Quat. Int. 2016, 440, 1–11. [Google Scholar] [CrossRef]
- Yao, J.; Yang, Q.; Mao, W.; Zhao, Y.; Xu, X. Precipitation trend—elevation relationship in arid regions of the China. Glob. Planet. Chang. 2016, 143, 1–9. [Google Scholar] [CrossRef]
- Zhang, M.; Chen, Y.; Shen, Y.; Li, Y. Changes of precipitation extremes in arid Central Asia. Quat. Int. 2017, 436, 16–27. [Google Scholar] [CrossRef]
- Kholmatjanov, B.M.; Petrov, Y.V.; Jaloliddinov, B.M. Trends and Variability of Air Temperature and Precipitation from 1961 to 2016 in the Kyzylkum Desert. Eur. Sci. Rev. 2018, 9–10, 91–96. [Google Scholar] [CrossRef]
- Belorussova, G.O. Long-Term Average Values of Weather Elements at Stations of the Republic of Uzbekistan; NIGMI: Tashkent, Uzbekistan, 2003; p. 17. (In Russian) [Google Scholar]
- Li, Z.; Chen, Y.; Li, W.; Deng, H.; Fang, G. Potential impacts of climate change on vegetation dynamics in Central Asia. J. Geophys. Res. Atmos. 2015, 120, 12345–12356. [Google Scholar] [CrossRef]
- Liu, Y.; Wang, N.; Zhang, J.; Wang, L. Climate change and its impacts on mountain glaciers during 1960–2017 in western China. J. Arid Land 2019, 11, 537–550. [Google Scholar] [CrossRef] [Green Version]
- Holmes, J.A.; Cook, E.R.; Yang, B. Climate change over the past 2000 years in Western China. Quat. Int. 2009, 194, 91–107. [Google Scholar] [CrossRef]
Name | Type | Cold Half-Year in % (November–April) | Warm Half-Year in % (May–October) |
---|---|---|---|
South Caspian | 1 | 8.11 | 1.47 |
Murgab cyclone | 2 | 5.79 | 0.60 |
Upper Amu Darya | 3 | 0.94 | 0.05 |
The wide outflow of warm air | 4 | 1.99 | 0.38 |
Northwestern cold wave | 5 | 7.78 | 10.98 |
Northern cold wave | 6 | 2.26 | 6.25 |
Wave activity on the cold front | 7 | 7.01 | 1.58 |
Slow-moving cyclone | 8 | 5.41 | 4.78 |
Southwestern | 9 | 24.45 | 10.27 |
Southeastern | 9a | 1.55 | 3.04 |
Southern | 9b | 9.77 | 9.13 |
Western invasion | 10 | 14.07 | 20.65 |
Summer thermal depression | 11 | 0.00 | 2.17 |
Low gradient field of high pressure | 12 | 5.85 | 10.76 |
Low gradient field of low pressure | 13 | 3.26 | 17.72 |
Western cyclone | 14 | 1.71 | 0.16 |
Diving cyclone | 15 | 0.06 | 0.00 |
Type | Group | Season | Trend Increment, ΔN (Day) | ||
---|---|---|---|---|---|
1961–1990 | 1991–2016 | 1961–2016 | |||
1 + 2 + 3 | I | Cold half-year | 2.1 | −14.0 | −6.2 |
Warm half-year | −0.6 | −1.2 | −2.4 | ||
Annual | 1.6 | −15.3 | −8.5 | ||
5 + 6 + 7 | II | Cold half-year | −33.2 * | −9.9 | −30.6 *** |
Warm half-year | −44.9 ** | −12.3 | −48.3 *** | ||
Annual | −78.1 ** | −22.3 | −78.9 *** | ||
9 + 9a + 9b | III | Cold half-year | 18.7 | −26.7 | −6.8 |
Warm half-year | 7.6 | −18.3 | −4.6 | ||
Annual | 26.2 | −44.9 | −11.5 | ||
10 | IV | Cold half-year | −9.8 | 11.4 | 2.1 |
Warm half-year | −5.9 | −18.6 * | −17.7 | ||
Annual | −15.7 | −7.2 | −15.5 | ||
12 + 13 | V | Cold half-year | 27.5 ** | 48.4 * | 57.4 *** |
Warm half-year | 52.6 ** | 66.0** | 86.4 *** | ||
Annual | 80.1 ** | 109.9** | 144.0 *** |
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Kholmatjanov, B.M.; Petrov, Y.V.; Khujanazarov, T.; Sulaymonova, N.N.; Abdikulov, F.I.; Tanaka, K. Analysis of Temperature Change in Uzbekistan and the Regional Atmospheric Circulation of Middle Asia during 1961–2016. Climate 2020, 8, 101. https://doi.org/10.3390/cli8090101
Kholmatjanov BM, Petrov YV, Khujanazarov T, Sulaymonova NN, Abdikulov FI, Tanaka K. Analysis of Temperature Change in Uzbekistan and the Regional Atmospheric Circulation of Middle Asia during 1961–2016. Climate. 2020; 8(9):101. https://doi.org/10.3390/cli8090101
Chicago/Turabian StyleKholmatjanov, Bakhtiyar M., Yuriy V. Petrov, Temur Khujanazarov, Nigora N. Sulaymonova, Farrukh I. Abdikulov, and Kenji Tanaka. 2020. "Analysis of Temperature Change in Uzbekistan and the Regional Atmospheric Circulation of Middle Asia during 1961–2016" Climate 8, no. 9: 101. https://doi.org/10.3390/cli8090101
APA StyleKholmatjanov, B. M., Petrov, Y. V., Khujanazarov, T., Sulaymonova, N. N., Abdikulov, F. I., & Tanaka, K. (2020). Analysis of Temperature Change in Uzbekistan and the Regional Atmospheric Circulation of Middle Asia during 1961–2016. Climate, 8(9), 101. https://doi.org/10.3390/cli8090101