摘要:
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结合业务化海洋预报的实际需求,探讨了一种新的中尺度涡检验方法——匹配检验方法,并以此为基础提出了中尺度涡的检验评分方案。业务化预报检验,是开展中尺度涡业务化预报必要组成部分,本文提出的技巧评分方案,能够更客观地表述模式模拟或预报的中尺度涡的准确预报、空报和漏报,更好地掌握预报的质量和表现,为中尺度涡业务化预报提供更符合业务化实际的检验方案和方法指导。 |
Aiming for the need of operational ocean forecasting, a new mesoscale eddy verification method named matching verification is discussed, based on which a scoring scheme for mesoscale eddy verification is proposed in this paper. Verification is an essential component of the mesoscale eddy operational forecasting. The proposed scoring scheme subjectively describes the accuracy in modeling or forecasting mesoscale eddies, which is helpful in monitoring the quality and performance of the forecast. The scheme provides a verification approach and method guidance for the operational forecasting of mesoscale eddies in practice. |
参考文献:
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[1] 崔凤娟, 匡晓迪, 王玉. 南海中尺度涡年际变化特征及动力机制分析[J]. 海洋与湖沼, 2015, 46(3):508-516. [2] 郑全安, 谢玲玲, 郑志文, 等. 南海中尺度涡研究进展[J]. 海洋科学进展, 2017, 35(2):131-158. [3] 王桂华. 南海中尺度涡的运动规律探讨[D]. 青岛:中国海洋大学, 2004. [4] 程旭华, 齐义泉, 王卫强. 南海中尺度涡的季节和年际变化特征分析[J]. 热带海洋学报, 2005, 24(4):51-59. [5] 方瑞生, 郑元甲. 从涡旋预测绿鳍马面鲀渔获量变化[J]. 海洋渔业, 1986, (6):246-249. [6] 宋婷婷. 基于海面高度数据研究西北太平洋巴特柔鱼(Ommastrephes bartrami)渔场分布[D]. 上海:上海海洋大学, 2014. [7] Chen Y L L, Chen H Y, Lin I I, et al. Effects of cold eddy on phytoplankton production and assemblages in Luzon Strait bordering the South China Sea[J]. Journal of Oceanography, 2007, 63(4):671-683 [8] Li L, Nowlin Jr W D, Su J L. Anticyclonic rings from the Kuroshio in the South China Sea[J]. Deep Sea Research Part I:Oceanographic Research Papers, 1998, 45(9):1469-1482. [9] Lin I I, Lien C C, Wu C R, et al. Enhanced primary production in the oligotrophic South China Sea by eddy injection in spring[J]. Geophysical Research Letters, 2010, 37(16):L16602. [10] Wang D X, Xu H Z, Lin J, et al. Anticyclonic eddies in the northeastern South China Sea during winter 2003/2004[J]. Journal of Oceanography, 2008, 64(6):925-935. [11] Wang G H, Su J L, Chu P C. Mesoscale eddies in the South China Sea observed with altimeter data[J]. Geophysical Research Letters, 2003, 30(21):2121. [12] Wu C R, Chiang T L. Mesoscale eddies in the northern South China Sea[J]. Deep Sea Research Part Ⅱ:Topical Studies in Oceanography, 2007, 54(14-15):1575-1588. [13] Yin Y Q, Lin X P, He R Y, et al. Impact of mesoscale eddies on Kuroshio intrusion variability northeast of Taiwan[J]. Journal of Geophysical Research:Oceans, 2017, 122(4):3021-3040. [14] Zhuang W, Du Y, Wang D X, et al. Pathways of mesoscale variability in the South China Sea[J]. Chinese Journal of Oceanology and Limnology, 2010, 28(5):1055-1067. [15] Zu T T, Wang D X, Yan C X. et al. Evolution of an anticyclonic eddy southwest of Taiwan[J]. Ocean Dynamics, 2013, 63(5):519-531. [16] 刘金芳, 毛可修, 闫明, 等. 吕宋冷涡时空特征概况[J]. 海洋预报, 2006, 23(2):39-44. [17] Okubo A. Horizontal dispersion of floatable particles in the vicinity of velocity singularities such as convergences[J]. Deep Sea Research and Oceanographic Abstracts, 1970, 17(3):445-454. [18] Weiss J. The dynamics of enstrophy transfer in two-dimensional hydrodynamics[J]. Physica D:Nonlinear Phenomena, 1991, 48(2-3):273-294. [19] Sadarjoen I A, Post F H. Detection, quantification, and tracking of vortices using streamline geometry[J]. Computers & Graphics, 2000, 24(3):333-341. [20] Chaigneau A, Gizolme A, Grados C. Mesoscale eddies off Peru in altimeter records:identification algorithms and eddy spatiotemporal patterns[J]. Progress in Oceanography, 2008, 79(2-4):106-119. [21] Nencioli F, Dong C M, Dickey T, et al. A vector geometry-based eddy detection algorithm and its application to a high-resolution numerical model product and high-frequency radar surface velocities in the southern California Bight[J]. Journal of Atmospheric and Oceanic Technology, 2010, 27(3):564-579. [22] Chelton D B, Schlax M G, Samelson R M. Global observations of nonlinear mesoscale eddies[J]. Progress in Oceanography, 2011, 91(2):167-216. [23] Zhu X M, Wang H, Liu G M, et al. Comparison and validation of global and regional ocean forecasting systems for the South China Sea[J]. Natural Hazards and Earth System Sciences, 2016, 16(7):1639-1644. [24] Feng B X, Liu H L, Lin P F, et al. Meso-scale eddy in the South China Sea simulated by an eddy-resolving ocean model[J]. Acta Oceanologica Sinica, 2017, 36(5):9-25. [25] 赵福, 张蕴斐, 朱学明, 等. 冬季台湾西南海域一对冷、暖中尺度涡的同化模拟研究[J]. 海洋预报, 2017, 34(5):1-15. [26] 林夏艳, 董昌明, 陈大可. 台湾岛西南部一个暖涡的跨海盆粒子输运[J]. 热带海洋学报, 2018, 37(3):9-18. [27] 赵福. 南海北部中尺度涡的数值模拟及个例预报研究[D]. 北京:国家海洋环境预报中心, 2017. [28] 汪雷, 王彰贵, 凌铁军, 等. 海洋模式中垂直混合参数化方案介绍[J]. 海洋预报, 2014, 31(5):93-104. [29] 张冰, 魏建苏, 王文兰, 等. 转折性天气降水预报检验方法及应用[J]. 气象科技, 2012, 40(3):411-416. [30] 潘留杰, 张宏芳, 王建鹏. 数值天气预报检验方法研究进展[J]. 地球科学进展, 2014, 29(3):327-335. [31] 张宏芳, 潘留杰, 杨新. ECMWF、日本高分辨率模式降水预报能力的对比分析[J]. 气象, 2014, 40(4):424-432. [32] Brier G W. Verification of forecasts expressed in terms of probability[J]. Monthly Weather Review, 1950, 78(1):1-3. [33] Schaefer J T. The critical success index as an indicator of warning skill[J]. Weather and Forecasting, 1990, 5(4):570-575. |
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