Unlocking the Potential of NEXRAD Data through NOAA’s Big Data Partnership

Author:

Ansari Steve1,Del Greco Stephen1,Kearns Edward2,Brown Otis3,Wilkins Scott3,Ramamurthy Mohan4,Weber Jeff4,May Ryan4,Sundwall Jed5,Layton Jeff5,Gold Ariel5,Pasch Adam6,Lakshmanan Valliappa6

Affiliation:

1. NOAA/National Centers for Environmental Information, Asheville, North Carolina

2. Big Data Project, NOAA, Asheville, North Carolina

3. Cooperative Institute for Climate and Satellites, Asheville, North Carolina

4. Unidata, Boulder, Colorado

5. Amazon Web Services, Seattle, Washington

6. The Climate Corporation, San Francisco, California

Abstract

Abstract The National Oceanic and Atmospheric Administration’s (NOAA) Big Data Partnership (BDP) was established in April 2015 through cooperative research agreements between NOAA and selected commercial and academic partners. The BDP is investigating how the value inherent in NOAA’s data may be leveraged to broaden their utilization through modern cloud infrastructures and advanced “big data” techniques. NOAA’s Next Generation Weather Radar (NEXRAD) data were identified as an ideal candidate for such collaborative efforts. NEXRAD Level II data are valuable yet challenging to utilize in their entirety, and recent advances in weather radar science can be applied to both the archived and real-time data streams. NOAA’s National Centers for Environmental Information (NCEI) transferred the complete NEXRAD Level II historical archive, originating in 1991, through North Carolina State University’s Cooperative Institute for Climate and Satellites (CICS-NC) to interested BDP collaborators. Amazon Web Services (AWS) has received and made freely available the complete archived Level II data through its AWS platform. AWS then partnered with Unidata/University Corporation for Atmospheric Research (UCAR) to establish a real-time NEXRAD feed, thereby providing on-demand dissemination of both archived and current data seamlessly through the same access mechanism by October 2015. To organize, verify, and utilize the NEXRAD data on its platform, AWS further partnered with the Climate Corporation. This collective effort among federal government, private industry, and academia has already realized a number of new and novel applications that employ NOAA’s NEXRAD data, at no net cost to the U.S. taxpayer. The volume of accessed NEXRAD data, including this new AWS platform service, has increased by 130%, while the amount of data delivered by NOAA/NCEI has decreased by 50%.

Publisher

American Meteorological Society

Subject

Atmospheric Science

Reference41 articles.

1. Amazon, 2016a: Amazon S3 REST API introduction. Accessed 7 September 2016, http://docs.aws.amazon.com/AmazonS3/latest/API/Welcome.html.

2. Amazon, 2016b: AWS Lambda. Accessed 7 September 2016, https://aws.amazon.com/lambda/.

3. Amazon, 2016c: Amazon Simple Notification Service (SNS). Accessed 7 September 2016, https://aws.amazon.com/sns/.

4. Amazon, 2016d: The birds in the cloud: How the University of Oklahoma uses NEXRAD data to study birds. Accessed 7 September 2016, https://aws.amazoncom/blogs/publicsector/the-birds-in-the-cloud-how-the-university-of-oklahoma-uses-nexrad-data-to-study-birds/.

5. Ansari, S., C.Hutchins, S.Del Greco, N.Stroumentova, and M.Phillips, 2009: The weather and climate toolkit. 25th Conf. on Interactive Information and Processing Systems (IIPS) for Meteorology, Oceanography, and Hydrology, Phoenix, AZ, Amer. Meteor. Soc., 6A.4, https://ams.confex.com/ams/89annual/techprogram/paper_146485.htm.

Cited by 60 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