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Chen X, Ying N, Chen D, Zhang Y, Lu B, Fan J, Chen X. Eigen microstates and their evolution of global ozone at different geopotential heights. CHAOS (WOODBURY, N.Y.) 2021; 31:071102. [PMID: 34340317 DOI: 10.1063/5.0058599] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/31/2021] [Accepted: 06/30/2021] [Indexed: 06/13/2023]
Abstract
Studies on stratospheric ozone have attracted much attention due to its serious impacts on climate changes and its important role as a tracer of Earth's global circulation. Tropospheric ozone as a main atmospheric pollutant damages human health as well as the growth of vegetation. Yet, there is still a lack of a theoretical framework to fully describe the variation of ozone. To understand ozone's spatiotemporal variance, we introduce the eigen microstate method to analyze the global ozone mass mixing ratio between January 1, 1979 and June 30, 2020 at 37 pressure layers. We find that eigen microstates at different geopotential heights can capture different climate phenomena and modes. Without deseasonalization, the first eigen microstates capture the seasonal effect and reveal that the phase of the intra-annual cycle moves with the geopotential heights. After deseasonalization, by contrast, the collective patterns from the overall trend, El Niño-Southern Oscillation (ENSO), quasi-biennial oscillation, and tropopause pressure are identified by the first few significant eigen microstates. The theoretical framework proposed here can also be applied to other complex Earth systems.
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Affiliation(s)
- Xiaojie Chen
- School of Systems Science, Beijing Normal University, Beijing 100875, China
| | - Na Ying
- China State Key Laboratory of Environmental Criteria and Risk Assessment, Chinese Research Academy of Environmental Sciences, Beijing 100012, China
| | - Dean Chen
- Institute for Atmospheric and Earth System Research/Physics, Faculty of Science, University of Helsinki, P.O. Box 68, 00014 Helsinki, Finland
| | - Yongwen Zhang
- Data Science Research Center, Faculty of Science, Kunming University of Science and Technology, Kunming 650500, China
| | - Bo Lu
- Laboratory for Climate Studies and CMA-NJU Joint Laboratory for Climate Prediction Studies, National Climate Center, China Meteorological Administration, Beijing 100081, China
| | - Jingfang Fan
- School of Systems Science, Beijing Normal University, Beijing 100875, China
| | - Xiaosong Chen
- School of Systems Science, Beijing Normal University, Beijing 100875, China
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Validation of Preliminary Results of Thermal Tropopause Derived from FY-3C GNOS Data. REMOTE SENSING 2019. [DOI: 10.3390/rs11091139] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
The state-of-art global navigation satellite system (GNSS) occultation sounder (GNOS) onboard the FengYun 3 series C satellite (FY-3C) has been in operation for more than five years. The accumulation of FY-3C GNOS atmospheric data makes it ready to be used in atmosphere and climate research fields. This work first introduces FY-3C GNOS into tropopause research and gives the error evaluation results of long-term FY-3C atmosphere profiles. We compare FY-3C results with Constellation Observing System for Meteorology, Ionosphere and Climate (COSMIC) and radiosonde results and also present the FY-3C global seasonal tropopause patterns. The mean temperature deviation between FY-3C GNOS temperature profiles and COSMIC temperature profiles from January 2014 to December 2017 is globally less than 0.2 K, and the bias of tropopause height (TPH) and tropopause temperature (TPT) annual cycle derived from both collocated pairs are about 80–100 m and 1–2 K, respectively. Also, the correlation coefficients between FY-3C GNOS tropopause parameters and each radiosonde counterpart are generally larger than 0.9 and the corresponding regression coefficients are close to 1. Multiple climate phenomena shown in seasonal patterns coincide with results of other relevant studies. Our results demonstrate the long-term stability of FY-3C GNOS atmosphere profiles and utility of FY-3C GNOS data in the climate research field.
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Investigating the Temporal and Spatial Variability of Total Ozone Column in the Yangtze River Delta Using Satellite Data: 1978–2013. REMOTE SENSING 2014. [DOI: 10.3390/rs61212527] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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Ossó A, Sola Y, Bech J, Lorente J. Evidence for the influence of the North Atlantic Oscillation on the total ozone column at northern low latitudes and midlatitudes during winter and summer seasons. ACTA ACUST UNITED AC 2011. [DOI: 10.1029/2011jd016539] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Krzyścin JW. Statistical reconstruction of daily total ozone over Europe 1950 to 2004. ACTA ACUST UNITED AC 2008. [DOI: 10.1029/2007jd008881] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Wohltmann I, Lehmann R, Rex M, Brunner D, Mäder JA. A process-oriented regression model for column ozone. ACTA ACUST UNITED AC 2007. [DOI: 10.1029/2006jd007573] [Citation(s) in RCA: 57] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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Mäder JA, Staehelin J, Brunner D, Stahel WA, Wohltmann I, Peter T. Statistical modeling of total ozone: Selection of appropriate explanatory variables. ACTA ACUST UNITED AC 2007. [DOI: 10.1029/2006jd007694] [Citation(s) in RCA: 56] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Jeannet P, Stübi R, Levrat G, Viatte P, Staehelin J. Ozone balloon soundings at Payerne (Switzerland): Reevaluation of the time series 1967–2002 and trend analysis. ACTA ACUST UNITED AC 2007. [DOI: 10.1029/2005jd006862] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Fleming EL, Jackman CH, Weisenstein DK, Ko MKW. The impact of interannual variability on multidecadal total ozone simulations. ACTA ACUST UNITED AC 2007. [DOI: 10.1029/2006jd007953] [Citation(s) in RCA: 37] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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Kivi R, Kyrö E, Turunen T, Harris NRP, von der Gathen P, Rex M, Andersen SB, Wohltmann I. Ozonesonde observations in the Arctic during 1989–2003: Ozone variability and trends in the lower stratosphere and free troposphere. ACTA ACUST UNITED AC 2007. [DOI: 10.1029/2006jd007271] [Citation(s) in RCA: 40] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Zanis P, Maillard E, Staehelin J, Zerefos C, Kosmidis E, Tourpali K, Wohltmann I. On the turnaround of stratospheric ozone trends deduced from the reevaluated Umkehr record of Arosa, Switzerland. ACTA ACUST UNITED AC 2006. [DOI: 10.1029/2005jd006886] [Citation(s) in RCA: 41] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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Seidel DJ, Randel WJ. Variability and trends in the global tropopause estimated from radiosonde data. ACTA ACUST UNITED AC 2006. [DOI: 10.1029/2006jd007363] [Citation(s) in RCA: 177] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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Steinbrecht W, Claude H, Schönenborn F, McDermid IS, Leblanc T, Godin S, Song T, Swart DPJ, Meijer YJ, Bodeker GE, Connor BJ, Kämpfer N, Hocke K, Calisesi Y, Schneider N, de la Noë J, Parrish AD, Boyd IS, Brühl C, Steil B, Giorgetta MA, Manzini E, Thomason LW, Zawodny JM, McCormick MP, Russell JM, Bhartia PK, Stolarski RS, Hollandsworth-Frith SM. Long-term evolution of upper stratospheric ozone at selected stations of the Network for the Detection of Stratospheric Change (NDSC). ACTA ACUST UNITED AC 2006. [DOI: 10.1029/2005jd006454] [Citation(s) in RCA: 76] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
| | - H. Claude
- German Weather Service; Hohenpeissenberg Germany
| | | | - I. S. McDermid
- Table Mountain Facility; NASA-JPL; Wrightwood California USA
| | - T. Leblanc
- Table Mountain Facility; NASA-JPL; Wrightwood California USA
| | - S. Godin
- CNRS Service d'Aeronomie; Paris France
| | - T. Song
- CNRS Service d'Aeronomie; Paris France
| | | | | | | | | | - N. Kämpfer
- Institute of Applied Physics; University of Bern; Bern Switzerland
| | - K. Hocke
- Institute of Applied Physics; University of Bern; Bern Switzerland
| | - Y. Calisesi
- Institute of Applied Physics; University of Bern; Bern Switzerland
| | - N. Schneider
- OASU/L3AB; Université Bordeaux 1, CNRS-INSU; Floirac France
| | - J. de la Noë
- OASU/L3AB; Université Bordeaux 1, CNRS-INSU; Floirac France
| | - A. D. Parrish
- Astronomy Department; University of Massachusetts; Amherst Massachusetts USA
| | | | - C. Brühl
- Max-Planck-Institute for Chemistry; Mainz Germany
| | - B. Steil
- Max-Planck-Institute for Chemistry; Mainz Germany
| | | | - E. Manzini
- Istituto Nazionale di Geofisica e Vulcanologia; Bologna Italy
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Abstract
Evidence of mid-latitude ozone depletion and proof that the Antarctic ozone hole was caused by humans spurred policy makers from the late 1980s onwards to ratify the Montreal Protocol and subsequent treaties, legislating for reduced production of ozone-depleting substances. The case of anthropogenic ozone loss has often been cited since as a success story of international agreements in the regulation of environmental pollution. Although recent data suggest that total column ozone abundances have at least not decreased over the past eight years for most of the world, it is still uncertain whether this improvement is actually attributable to the observed decline in the amount of ozone-depleting substances in the Earth's atmosphere. The high natural variability in ozone abundances, due in part to the solar cycle as well as changes in transport and temperature, could override the relatively small changes expected from the recent decrease in ozone-depleting substances. Whatever the benefits of the Montreal agreement, recovery of ozone is likely to occur in a different atmospheric environment, with changes expected in atmospheric transport, temperature and important trace gases. It is therefore unlikely that ozone will stabilize at levels observed before 1980, when a decline in ozone concentrations was first observed.
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Affiliation(s)
- Elizabeth C Weatherhead
- Cooperative Institute for Research in Environmental Science, Campus Box 216, University of Colorado, Boulder, Colorado 80307, USA.
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Iwao K, Hirooka T. Dynamical quantifications of ozone minihole formation in both hemispheres. ACTA ACUST UNITED AC 2006. [DOI: 10.1029/2005jd006333] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Hansen G. Multilinear regression analysis of the 65-year Tromsø total ozone series. ACTA ACUST UNITED AC 2005. [DOI: 10.1029/2004jd005387] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Tarasick DW. Changes in the vertical distribution of ozone over Canada from ozonesondes: 1980–2001. ACTA ACUST UNITED AC 2005. [DOI: 10.1029/2004jd004643] [Citation(s) in RCA: 75] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Varotsos C, Cartalis C, Vlamakis A, Tzanis C, Keramitsoglou I. The Long-Term Coupling between Column Ozone and Tropopause Properties. JOURNAL OF CLIMATE 2004; 17:3843-3854. [DOI: 10.1175/1520-0442(2004)017<3843:tlcbco>2.0.co;2] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/16/2023]
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Lamsal LN. Ozone column classified climatology of ozone and temperature profiles based on ozonesonde and satellite data. ACTA ACUST UNITED AC 2004. [DOI: 10.1029/2004jd004680] [Citation(s) in RCA: 39] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Varotsos C. Atmospheric pollution and remote sensing: implications for the southern hemisphere ozone hole split in 2002 and the northern mid-latitude ozone trend. ADVANCES IN SPACE RESEARCH 2004; 33:249-253. [DOI: 10.1016/s0273-1177(03)00473-3] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/16/2023]
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Proffitt MH, Aikin K, Tuck AF, Margitan JJ, Webster CR, Toon GC, Elkins JW. Seasonally averaged ozone and nitrous oxide in the Northern Hemisphere lower stratosphere. ACTA ACUST UNITED AC 2003. [DOI: 10.1029/2002jd002657] [Citation(s) in RCA: 18] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Affiliation(s)
- M. H. Proffitt
- Aeronomy Laboratory; National Oceanic and Atmospheric Administration (NOAA); Boulder Colorado USA
- Cooperative Institute for Research in Environmental Sciences (CIRES); Boulder Colorado USA
| | - K. Aikin
- Aeronomy Laboratory; National Oceanic and Atmospheric Administration (NOAA); Boulder Colorado USA
- Cooperative Institute for Research in Environmental Sciences (CIRES); Boulder Colorado USA
| | - A. F. Tuck
- Aeronomy Laboratory; National Oceanic and Atmospheric Administration (NOAA); Boulder Colorado USA
| | - J. J. Margitan
- National Aeronautics and Space Administration (NASA) Jet Propulsion Laboratory; California Institute of Technology; Pasadena California USA
| | - C. R. Webster
- National Aeronautics and Space Administration (NASA) Jet Propulsion Laboratory; California Institute of Technology; Pasadena California USA
| | - G. C. Toon
- National Aeronautics and Space Administration (NASA) Jet Propulsion Laboratory; California Institute of Technology; Pasadena California USA
| | - J. W. Elkins
- Climate Monitoring and Diagnostics Laboratory; National Oceanic and Atmospheric Administration (NOAA); Boulder Colorado USA
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Stohl A. Stratosphere-troposphere exchange: A review, and what we have learned from STACCATO. ACTA ACUST UNITED AC 2003. [DOI: 10.1029/2002jd002490] [Citation(s) in RCA: 344] [Impact Index Per Article: 16.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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23
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Santer BD. Behavior of tropopause height and atmospheric temperature in models, reanalyses, and observations: Decadal changes. ACTA ACUST UNITED AC 2003. [DOI: 10.1029/2002jd002258] [Citation(s) in RCA: 153] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Bregman B. Chemical ozone loss in the tropopause region on subvisible ice clouds, calculated with a chemistry-transport model. ACTA ACUST UNITED AC 2002. [DOI: 10.1029/2001jd000761] [Citation(s) in RCA: 17] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
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Koch G. A Lagrangian analysis of stratospheric ozone variability and long-term trends above Payerne (Switzerland) during 1970–2001. ACTA ACUST UNITED AC 2002. [DOI: 10.1029/2001jd001550] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Teitelbaum H, Moustaoui M, Fromm M. Exploring polar stratospheric cloud and ozone minihole formation: The primary importance of synoptic-scale flow perturbations. ACTA ACUST UNITED AC 2001. [DOI: 10.1029/2000jd000065] [Citation(s) in RCA: 45] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Weiss AK, Staehelin J, Appenzeller C, Harris NRP. Chemical and dynamical contributions to ozone profile trends of the Payerne (Switzerland) balloon soundings. ACTA ACUST UNITED AC 2001. [DOI: 10.1029/2000jd000106] [Citation(s) in RCA: 37] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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Krzyścin JW, Degórska M, Rajewska-Więch B. Impact of interannual meteorological variability on total ozone in northern middle latitudes: A statistical approach. ACTA ACUST UNITED AC 2001. [DOI: 10.1029/2001jd900201] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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de F. Forster PM, Tourpali K. Effect of tropopause height changes on the calculation of ozone trends and their radiative forcing. ACTA ACUST UNITED AC 2001. [DOI: 10.1029/2000jd900813] [Citation(s) in RCA: 19] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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30
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Seidel DJ, Ross RJ, Angell JK, Reid GC. Climatological characteristics of the tropical tropopause as revealed by radiosondes. ACTA ACUST UNITED AC 2001. [DOI: 10.1029/2000jd900837] [Citation(s) in RCA: 241] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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31
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Wong S, Wang WC. Interhemispheric asymmetry in the seasonal variation of the zonal mean tropopause. ACTA ACUST UNITED AC 2000. [DOI: 10.1029/2000jd900475] [Citation(s) in RCA: 17] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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32
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Brönnimann S, Voigt S, Wanner H. The influence of changing UVB radiation in near-surface ozone time series. ACTA ACUST UNITED AC 2000. [DOI: 10.1029/1999jd901132] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Gantner L, Winkler P, Köhler U. A method to derive long-term time series and trends of UV-B radiation (1968-1997) from observations at Hohenpeissenberg (Bavaria). ACTA ACUST UNITED AC 2000. [DOI: 10.1029/1999jd900907] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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Lapeta B, Engelsen O, Litynska Z, Kois B, Kylling A. Sensitivity of surface UV radiation and ozone column retrieval to ozone and temperature profiles. ACTA ACUST UNITED AC 2000. [DOI: 10.1029/1999jd900417] [Citation(s) in RCA: 20] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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35
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Future changes in upper stratospheric ozone. ACTA ACUST UNITED AC 2000. [DOI: 10.1029/gm123p0241] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register]
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36
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Morgenstern O, Carver GD. Quantification of filaments penetrating the subtropical barrier. ACTA ACUST UNITED AC 1999. [DOI: 10.1029/1999jd900792] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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37
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Stohl A, Trickl T. A textbook example of long-range transport: Simultaneous observation of ozone maxima of stratospheric and North American origin in the free troposphere over Europe. ACTA ACUST UNITED AC 1999. [DOI: 10.1029/1999jd900803] [Citation(s) in RCA: 218] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Hood L, Rossi S, Beulen M. Trends in lower stratospheric zonal winds, Rossby wave breaking behavior, and column ozone at northern midlatitudes. ACTA ACUST UNITED AC 1999. [DOI: 10.1029/1999jd900401] [Citation(s) in RCA: 60] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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De Maziere M, Hennen O, Van Roozendael M, Demoulin P, De Backer H. Daily ozone vertical profile model built on geophysical grounds, for column retrieval from atmospheric high-resolution infrared spectra. ACTA ACUST UNITED AC 1999. [DOI: 10.1029/1999jd900347] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Chipperfield MP, Jones RL. Relative influences of atmospheric chemistry and transport on Arctic ozone trends. Nature 1999. [DOI: 10.1038/22999] [Citation(s) in RCA: 86] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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