Roots of Ensemble Forecasting

Author:

Lewis John M.1

Affiliation:

1. National Severe Storms Laboratory, Norman, Oklahoma, and Desert Research Institute, Reno, Nevada

Abstract

Abstract The generation of a probabilistic view of dynamical weather prediction is traced back to the early 1950s, to that point in time when deterministic short-range numerical weather prediction (NWP) achieved its earliest success. Eric Eady was the first meteorologist to voice concern over strict determinism—that is, a future determined by the initial state without account for uncertainties in that state. By the end of the decade, Philip Thompson and Edward Lorenz explored the predictability limits of deterministic forecasting and set the stage for an alternate view—a stochastic–dynamic view that was enunciated by Edward Epstein. The steps in both operational short-range NWP and extended-range forecasting that justified a coupling between probability and dynamical law are followed. A discussion of the bridge from theory to practice follows, and the study ends with a genealogy of ensemble forecasting as an outgrowth of traditions in the history of science.

Publisher

American Meteorological Society

Subject

Atmospheric Science

Reference103 articles.

1. AMS , 1968: Proceedings of the First Statistical Meteorology Conference. Hartford, CT, Amer. Meteor. Soc., 179 pp.

2. Selection of initial conditions for ensemble forecasts in a simple model framework.;Anderson;J. Atmos. Sci.,1996

3. Computational design for long-term numerical integration of the equations of atmospheric motion.;Arakawa;J. Comput. Phys.,1966

4. Arakawa, A. , 1997: Cumulus parameterization: An ever-challenging problem in tropical meteorology and climate modeling. Preprints, 22d Conf. on Hurricanes and Tropical Meteorology, Fort Collins, CO, Amer. Meteor. Soc., 7–12.

5. A personal perspective on the early years of general circulation modeling at UCLA.;Arakawa,2000

Cited by 119 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3