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Monitoring Biodiversity Impacts of a Changing Arctic Through Environmental DNA 通过环境DNA监测北极变化对生物多样性的影响
4区 地球科学 Q1 OCEANOGRAPHY Pub Date : 2023-01-01 DOI: 10.5670/oceanog.2023.221
Matthew Galaska, Shannon Brown, Sean McAllister
The Ocean Molecular Ecology (OME) program at the NOAA Pacific Marine Environmental Laboratory (PMEL) is a recently established research group that partners with several established PMEL and Alaska Fisheries Science Center (AFSC) programs including Ecosystems & Fisheries-Oceanography Coordinated Investigations (EcoFOCI), Ocean Carbon, and Earth-Ocean Interactions (EOI). The OME program utilizes a suite of molecular tools to support long-term research initiatives through genomics applications, and their development and application as novel environmental (e)DNA approaches has been key for facilitating collaborations within PMEL and NOAA Oceanic and Atmospheric Research, and across NOAA line offices.
美国国家海洋和大气管理局太平洋海洋环境实验室(PMEL)的海洋分子生态学(OME)项目是最近成立的一个研究小组,与几个已建立的PMEL和阿拉斯加渔业科学中心(AFSC)项目合作,包括生态系统和;渔业-海洋学协调调查(EcoFOCI),海洋碳和地球-海洋相互作用(EOI)。OME计划利用一套分子工具,通过基因组学应用来支持长期研究计划,它们作为新型环境DNA方法的开发和应用,是促进PMEL和NOAA海洋与大气研究以及NOAA各部门之间合作的关键。
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引用次数: 2
Technology Transfer of PMEL Tsunami Research Protects Populations and Expands the New Blue Economy PMEL海啸研究的技术转移保护人口并扩展新蓝色经济
4区 地球科学 Q1 OCEANOGRAPHY Pub Date : 2023-01-01 DOI: 10.5670/oceanog.2023.205
Vasily Titov, Christian Meinig, Scott Stalin, Yong Wei, Christopher Moore, Eddie Bernard
NOAA Pacific Marine Environmental Laboratory’s (PMEL’s) approach to tsunami research is unique among such laboratories in that tsunami observations and modeling are under one roof, offering the advantages of enhancing the speed and lowering the cost of developments. Here, we chronicle the history of the transfer of deep-ocean observational and flooding modeling technologies within and outside of NOAA and provide a case study for future transfers. PMEL and partners’ efforts in transferring tsunami technology have been very successful, resulting in improved protection of global communities with high tsunami risk while enhancing the new blue economy. The transfer of observational technology within NOAA required years of effort, while the transfer outside of NOAA only required a patent and license agreement. During the transfer process, three additional generations of observational technologies were created. The transfer of tsunami flooding modeling technology required a validation process for transfer into NOAA operations and an international training program to allow access to the technology by other countries. During this model development, a web-based product was created to simplify the use of and access to these models for both real-time and hazard assessment applications. We present lessons learned from these transfers, including the need for support as long as the technology is in use. The tsunami transfer process created a wealth of economic expansion while protecting coastal citizens from future tsunamis.
美国国家海洋和大气管理局太平洋海洋环境实验室(PMEL)的海啸研究方法在这些实验室中是独一无二的,因为海啸观测和建模是在一个屋檐下进行的,具有提高开发速度和降低开发成本的优势。在这里,我们记录了NOAA内外深海观测和洪水模拟技术转移的历史,并为未来的转移提供了一个案例研究。PMEL和合作伙伴在转让海啸技术方面的努力非常成功,从而改善了对海啸高风险全球社区的保护,同时加强了新的蓝色经济。NOAA内部的观测技术转让需要多年的努力,而NOAA外部的转让只需要专利和许可协议。在转让过程中,又创造了三代观测技术。海啸洪水模拟技术的转让需要一个向NOAA的业务转移的验证程序,并需要一个国际培训计划,以便其他国家能够获得这项技术。在此模型开发过程中,创建了一个基于web的产品,以简化实时和危害评估应用程序对这些模型的使用和访问。我们提出了从这些转让中吸取的经验教训,包括只要技术在使用中就需要支持。海啸转移过程创造了经济扩张的财富,同时保护沿海居民免受未来海啸的影响。
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引用次数: 1
Long-Term Biophysical Observations and Climate Impacts in US Arctic Marine Ecosystems 美国北极海洋生态系统的长期生物物理观测和气候影响
4区 地球科学 Q1 OCEANOGRAPHY Pub Date : 2023-01-01 DOI: 10.5670/oceanog.2023.225
Phyllis Stabeno, Shaun Bell, Catherine Berchok, Edward Cokelet, Jessica Cross, Ryan McCabe, Calvin Mordy, James Overland, David Strausz, Margaret Sullivan, Heather Tabisola
In 1995, the first of a nearly continuous sequence of biophysical moorings was deployed at a site (M2) on the southeastern Bering Sea shelf. Over the next 15 years, 10 additional mooring sites were initiated. The resultant long-term biophysical mooring array extends over 1,800 km from the southern Bering Sea to the northern Chukchi Sea, covering most of the US Arctic. It provides a full range of oceanographic data for researchers, stakeholders, and managers. In addition, these data sets have been critical for the validation of regional ocean models. The ocean temperature data have quantified regional warming and formed the basis for understanding how warmer temperatures and loss of sea ice are modifying these high-latitude marine ecosystems. Changes observed in the context of observations from the mooring program include delayed spring bloom, low abundances of large crustacean zooplankton and crab species, seabird die-offs, changes in ocean acidification, northward expansion of subarctic fish species, and shifts in the ranges of marine mammal species.
1995年,在白令海东南部大陆架的一个地点(M2)部署了第一个几乎连续的生物物理系泊。在接下来的15年里,又新建了10个系泊点。由此产生的长期生物物理系泊阵列从白令海南部延伸到楚科奇海北部超过1800公里,覆盖了美国北极的大部分地区。它为研究人员、利益相关者和管理人员提供了全方位的海洋学数据。此外,这些数据集对区域海洋模式的验证至关重要。海洋温度数据量化了区域变暖,并为理解温度升高和海冰减少如何改变这些高纬度海洋生态系统奠定了基础。在系泊项目的观测背景下观察到的变化包括春季开花延迟、大型甲壳类浮游动物和螃蟹物种丰度降低、海鸟死亡、海洋酸化变化、亚北极鱼类物种向北扩张以及海洋哺乳动物物种范围的变化。
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引用次数: 5
REVAMP: Rapid Exploration and Visualization through an Automated Metabarcoding Pipeline REVAMP:通过自动元条形码管道快速探索和可视化
4区 地球科学 Q1 OCEANOGRAPHY Pub Date : 2023-01-01 DOI: 10.5670/oceanog.2023.231
Sean McAllister, Christopher Paight, Emily Norton, Matthew Galaska
The revolution and acceleration in DNA sequencing over the past three decades has driven the development of new biomolecular tools like environmental DNA (eDNA) metabarcoding for characterizing marine biodiversity. In order to operationalize eDNA approaches for routine NOAA observatories, new bioinformatic programs and improved organismal reference barcodes are needed to serve accurate and reliable biological data in a timely manner. To address these needs, we present Rapid Exploration and Visualization through an Automated Metabarcoding Pipeline (REVAMP), which provides streamlined end-to-end data processing from raw reads to data exploration, visualization, and hypothesis generation. One benefit of REVAMP is the ability to iteratively assess marker gene and reference database performance. Here, we used a filtered reference database that only included sequences uploaded prior to specified date cutoffs from 1995 to 2022 to analyze changes in eDNA metabarcoding taxonomic assignments, revealing patterns of uneven improvement in taxonomic assignment depth and accuracy across time, region, and marker sets. This work highlights the need for targeted reference sequencing efforts for key regional taxa and the importance of such efforts for improving eDNA biomonitoring approaches in the future.
在过去的三十年中,DNA测序的革命和加速推动了新的生物分子工具的发展,如用于表征海洋生物多样性的环境DNA (eDNA)元条形码。为了将eDNA方法应用于NOAA的常规观测站,需要新的生物信息学计划和改进的生物参考条形码,以及时提供准确可靠的生物数据。为了满足这些需求,我们通过自动元条形码管道(REVAMP)提出了快速探索和可视化,它提供了从原始读取到数据探索、可视化和假设生成的流线型端到端数据处理。REVAMP的一个好处是能够迭代地评估标记基因和参考数据库的性能。在这里,我们使用筛选后的参考数据库(仅包括1995年至2022年指定截止日期之前上传的序列)来分析eDNA元条形码分类分配的变化,揭示了不同时间、区域和标记集在分类分配深度和准确性方面的不均衡改善模式。这项工作强调了对关键区域分类群进行有针对性的参考测序工作的必要性,以及这些工作对未来改进eDNA生物监测方法的重要性。
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引用次数: 0
Evaluating the Evolving Ocean Acidification Risk to Dungeness Crab: Time-Series Observations and Modeling on the Olympic Coast, Washington, USA 评估不断变化的海洋酸化风险对Dungeness蟹:时间序列观测和模拟在奥林匹克海岸,华盛顿,美国
4区 地球科学 Q1 OCEANOGRAPHY Pub Date : 2023-01-01 DOI: 10.5670/oceanog.2023.216
Simone Alin, Samantha Siedlecki, Halle Berger, Richard Feely, Jeannette Waddell, Brendan Carter, Jan Newton, Ervin Schumacker, Daniel Ayres
The state of Washington’s Olympic coast is home to four US coastal treaty tribes who have relied on the region’s rich marine resources since time immemorial. The region is characterized by large dynamic ranges of physical and biogeochemical oceanographic parameters, particularly during the upwelling season (April–September). Here, we present novel estimates of ocean acidification metrics—pH and calcium carbonate saturation states (Ω)—representing pre-industrial, present-day (using 2010 as the index year), and near-future (2030) conditions. We compare these new estimates of past, present, and near-future ocean acidification status and seasonality to published end-of-century (2100) ocean acidification projections under a high CO2 emissions scenario, and also to sensitivity information for Dungeness crab, a regionally important subsistence and commercial fishery species projected to show strong declines in fisheries yields and revenues later this century.
华盛顿州的奥林匹克海岸是美国四个沿海条约部落的家园,他们自古以来就依赖该地区丰富的海洋资源。该地区的物理和生物地球化学海洋参数动态范围大,特别是在上升流季节(4 - 9月)。在这里,我们提出了海洋酸化指标的新估计——ph值和碳酸钙饱和状态(Ω)——代表工业化前、现在(以2010年为指数年)和不久的将来(2030年)的条件。我们将这些对过去、现在和近期海洋酸化状况和季节性的新估计与已公布的本世纪末(2100年)高二氧化碳排放情景下的海洋酸化预测进行了比较,并将其与邓氏蟹的敏感性信息进行了比较。邓氏蟹是一种区域性重要的生存和商业渔业物种,预计本世纪末渔业产量和收入将大幅下降。
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引用次数: 2
Surviving Piracy and the Coronavirus Pandemic 在海盗和冠状病毒大流行中幸存下来
4区 地球科学 Q1 OCEANOGRAPHY Pub Date : 2023-01-01 DOI: 10.5670/oceanog.2023.212
Kenneth Connell, Michael McPhaden, Gregory Foltz, Renellys Perez, Karen Grissom
As with other elements of the Global Ocean Observing System (GOOS), building and sustaining the Global Tropical Moored Buoy Array (GTMBA) has had its own set of challenges. Moored buoys are fish aggregation devices, so they attract fishermen who often either intentionally or inadvertently damage the moorings. Fishing vandalism is the greatest source of data and equipment loss in the array, and it has no easy solution. Deploying and recovering deep ocean moorings requires specially equipped research vessels with the necessary size, endurance, and speed to carry out operations safely and efficiently. Such ships are in high demand and in short supply. Likewise, maintaining adequate funding levels to support a network of 100 or more moorings in the global tropics has always been difficult. The funding and ship time challenges have been mitigated in part by the formation of multi-national partnerships that underpin the success of the overall venture. Two challenges unique to the past decade, however, have been piracy and the coronavirus (COVID-19) pandemic.
与全球海洋观测系统(GOOS)的其他组成部分一样,全球热带系泊浮标阵列(GTMBA)的建设和维护也面临着一系列挑战。系泊浮标是鱼类聚集装置,因此它们吸引了经常有意或无意地破坏系泊的渔民。钓鱼破坏是阵列中数据和设备损失的最大来源,并且没有简单的解决方案。部署和回收深海系泊需要特别装备的研究船,具有必要的尺寸、耐力和速度,以安全有效地开展作业。这种船供不应求。同样,维持足够的资金水平来支持全球热带地区100个或更多的系泊网络一直很困难。资金和运输时间方面的挑战在一定程度上得到了缓解,因为跨国合作伙伴关系的形成为整个合资企业的成功奠定了基础。然而,在过去十年中,海盗和冠状病毒(COVID-19)大流行是两大独特的挑战。
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引用次数: 0
Can Seasonal Forecasts of Ocean Conditions Aid Fishery Managers? Experiences from 10 Years of J-SCOPE 海洋状况的季节性预报能帮助渔业管理者吗?J-SCOPE 10年的经验
4区 地球科学 Q1 OCEANOGRAPHY Pub Date : 2023-01-01 DOI: 10.5670/oceanog.2023.219
Samantha Siedlecki, Simone Alin, Emily Norton, Nicholas Bond, Albert Hermann, Richard Feely, Jan Newton
Multiple stressors co-occurring in coastal waters are of increasing concern to local fisheries. Many economically, culturally, or ecologically important species (e.g., oysters, crabs, pteropods) in the Pacific Northwest are already directly affected by ocean acidification (OA), warming, and hypoxia. Additional indirect economic impacts on the finfish industry are possible due to losses of prey species. Because of strong seasonal and interannual variations in ocean conditions, capability for predicting degrees of acidification and hypoxia, as well as relevant indices of impact for species of interest, could be of considerable benefit to managers. Over the past 10 years, we have developed a seasonal ocean prediction system, JISAO’s Seasonal Coastal Ocean Prediction of the Ecosystem (J-SCOPE), for the coastal waters of the Pacific Northwest. The goal has been to provide seasonal (six-month) predictions of ocean conditions that are testable and relevant to management decisions regarding fisheries, protected species, and ecosystem health. The results of this work include publicly available seasonal forecasts of OA variables, hypoxia, temperature, and ecological indicators that are tailored for decision-makers involved in federal, international, state, and tribal fisheries. We codesigned J-SCOPE model products with state and tribal managers, and now federal managers at the Pacific Fishery Management Council receive J-SCOPE forecasts of OA and hypoxia within their annual Ecosystem Status Reports. US and Canadian managers of Pacific hake (Merluccius productus) are now briefed on J-SCOPE-driven forecasts of hake distribution. Most recently, new ocean acidification indices specific to Dungeness crab (Metacarcinus magister) have been co-produced with state and tribal managers. In each of these cases, the team has also investigated the sources of skill in forecasting ocean conditions to assess applicability of the forecasts to the variables, depths, and seasons relevant to these high-value fisheries. Observations from NOAA’s Pacific Marine Environmental Laboratory and other regional partners have provided critical validation of model performance throughout the model development process. We offer a retrospective look at the first 10 years of forecasting to provide perspective on its successes and limitations, and the potential global applicability of seasonal forecasting to inform flexible management responses to rapidly changing climate and ocean conditions.
在沿海水域共同发生的多种压力因素日益引起当地渔业的关注。太平洋西北部许多经济、文化或生态上重要的物种(如牡蛎、螃蟹、翼足类动物)已经直接受到海洋酸化、变暖和缺氧的影响。由于猎物种类的损失,有可能对鱼类产业造成额外的间接经济影响。由于海洋条件的强烈季节性和年际变化,预测酸化和缺氧程度的能力以及对有关物种的影响的有关指数对管理人员可能有相当大的好处。在过去的10年里,我们开发了一个季节性海洋预报系统,JISAO的生态系统季节性沿海海洋预报(J-SCOPE),用于太平洋西北沿海水域。目标是提供海洋状况的季节性(六个月)预测,这些预测是可测试的,并与渔业、受保护物种和生态系统健康的管理决策相关。这项工作的结果包括公开可用的OA变量、缺氧、温度和生态指标的季节性预测,这些预测是为涉及联邦、国际、州和部落渔业的决策者量身定制的。我们与各州和部落的管理者共同设计了J-SCOPE模型产品,现在太平洋渔业管理委员会的联邦管理者在他们的年度生态系统状况报告中收到了J-SCOPE对OA和缺氧的预测。美国和加拿大的太平洋鳕(Merluccius产品)经理现在听取了j - scope驱动的鳕分布预测。最近,新的海洋酸化指数专门针对Dungeness蟹(Metacarcinus magister)已与国家和部落的管理者共同制定。在每种情况下,该小组还调查了预测海洋状况的技能来源,以评估预测对与这些高价值渔业相关的变量、深度和季节的适用性。来自NOAA太平洋海洋环境实验室和其他区域合作伙伴的观测在整个模型开发过程中提供了对模型性能的关键验证。我们回顾了前10年的预测,以提供其成功和局限性的观点,以及季节性预测在全球范围内的潜在适用性,为灵活的管理应对快速变化的气候和海洋条件提供信息。
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引用次数: 2
After Two Decades, Argo at PMEL, Looks to the Future 二十年后,PMEL的Argo展望未来
4区 地球科学 Q1 OCEANOGRAPHY Pub Date : 2023-01-01 DOI: 10.5670/oceanog.2023.223
Gregory Johnson, Andrea Fassbender
The NOAA Pacific Environmental Laboratory (PMEL) has contributed to the revolutionary Argo ocean observing system since its inception, developing CTD calibration algorithms and software that have been adopted by the international Argo community. PMEL has provided over 1,440 Argo floats—~13% of the global array—with ~500 currently active. PMEL scientific contributions using Argo data have ranged from regional to global analyses of ocean circulation and water-mass variability, to ocean warming and its contributions to sea level rise and Earth’s energy imbalance, to estimates of global ocean deoxygenation. In recent years, PMEL has initiated both Deep Argo (with a regional pilot array of full-ocean-depth profiling floats in the rapidly changing and dynamic western South Atlantic) and Biogeochemical (BGC) Argo (with a pilot array in the biogeochemically diverse and economically important California Current Large Marine Ecosystem). PMEL is also developing innovative near-global maps of ocean physical and biogeochemical parameters using machine learning algorithms that enable investigations of societally important oceanographic phenomena, and an Adopt-A-Float program. Future challenges include growing the financial, infrastructure, and human resources necessary to take the Deep and BGC Argo missions global and to fulfill the One Argo mission of a global, full-depth, multidisciplinary ocean observing array.
美国国家海洋和大气管理局(NOAA)太平洋环境实验室(PMEL)自Argo海洋观测系统成立以来,就为其革命性的海洋观测系统做出了贡献,开发了CTD校准算法和软件,已被国际Argo社区采用。PMEL已经提供了超过1,440个Argo浮标,约占全球阵列的13%,目前约有500个活跃。PMEL利用Argo数据做出的科学贡献包括从区域到全球的海洋环流和水质量变化分析,海洋变暖及其对海平面上升和地球能量失衡的贡献,以及对全球海洋脱氧的估计。近年来,PMEL启动了Deep Argo(在快速变化和动态的南大西洋西部进行全海洋深度剖面分析的区域试点阵列)和生物地球化学(BGC) Argo(在生物地球化学多样性和经济上重要的加利福尼亚洋流大型海洋生态系统中进行试点阵列)。PMEL还在开发创新的近全球海洋物理和生物地球化学参数地图,使用机器学习算法来调查具有社会重要性的海洋现象,以及采用- a - float程序。未来的挑战包括增加资金、基础设施和人力资源,以使Deep和BGC Argo任务全球化,并完成全球、全深度、多学科海洋观测阵列的One Argo任务。
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引用次数: 1
Arctic Research at PMEL: From Sea Ice to the Stratosphere PMEL的北极研究:从海冰到平流层
4区 地球科学 Q1 OCEANOGRAPHY Pub Date : 2023-01-01 DOI: 10.5670/oceanog.2023.228
Muyin Wang, James Overland
The Arctic is warming twice as fast as the global mean, making Arctic research essential for understanding the global climate system. For 50 years, researchers at the NOAA Pacific Marine Environmental Laboratory have sought to detect and understand the numerous changes the Arctic is undergoing, the Arctic’s connections with the Earth system, and the impacts of climate change on the people who live in the Arctic. PMEL accomplishments in Arctic research include identifying future states and variability of sea ice, defining the ice-free Arctic threshold and initiating a climate model selection process by applying observational constraints, developing a Bering Sea conveyor belt sea ice model and a vessel spray-icing index, investigating internal versus forced response of Arctic temperature change, connecting the Arctic with mid-latitude weather, and rescuing historical data. Through continued study, improved understanding, and communication, PMEL research informs policymakers, managers, and the public to help ensure a sustainable future for the Arctic.
北极的变暖速度是全球平均速度的两倍,因此对北极的研究对于了解全球气候系统至关重要。50年来,美国国家海洋和大气管理局太平洋海洋环境实验室的研究人员一直试图探测和了解北极正在发生的众多变化,北极与地球系统的联系,以及气候变化对北极居民的影响。PMEL在北极研究方面的成就包括确定海冰的未来状态和变化,定义无冰北极阈值,通过应用观测约束启动气候模式选择过程,开发白令海传送带海冰模型和船舶喷射结冰指数,调查北极温度变化的内部响应与强迫响应,将北极与中纬度天气联系起来,以及拯救历史数据。通过持续的研究、更好的理解和沟通,PMEL的研究为决策者、管理者和公众提供信息,帮助确保北极的可持续未来。
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引用次数: 0
50 Years of PMEL Tsunami Research and Development PMEL海啸研究和发展的50年
4区 地球科学 Q1 OCEANOGRAPHY Pub Date : 2023-01-01 DOI: 10.5670/oceanog.2023.208
Eddie Bernard, Christian Meinig, Vasily Titov, Yong Wei
This article chronicles the 50-year history of tsunami research and development at the NOAA Pacific Marine Environmental Laboratory (PMEL), beginning with the merger in 1973 of the Joint Tsunami Research Effort and PMEL. It traces the development of instrumentation and modeling that brought a better understanding of tsunamis and improved warning systems. The advantage of having observational engineering and flooding modeling under one roof are highlighted. Deep-ocean Assessment and Reporting of Tsunami (DART) research and development led to technology transfer to NOAA’s National Data Buoy Center (NDBC) that now operates and maintains 39 buoys and serves as real-time data distributor for other nations. This technology was also patented and licensed by PMEL to meet the needs of the international community. DART licensee Science Applications International Corporation (SAIC) has manufactured over 60 buoys for eight different countries. DART data are essential for accurate tsunami warnings, so the global society benefits by receiving lifesaving information before the arrival of a tsunami. PMEL’s tsunami flooding modeling research led to technology transfer to NOAA’s tsunami warning centers, the National Tsunami Hazard Mitigation Program, and international tsunami preparedness communities. Short-term flooding modeling research was initiated at PMEL to improve NOAA tsunami warning operations to better serve US coastal communities. The same validated modeling technology was then applied to produce hazard maps for coastal communities in the United States and internationally through the United Nations’ Intergovernmental Oceanographic Commission (IOC). Tsunami hazard maps are an essential first step in preparing a community for the next tsunami. Using these maps and other preparedness criteria, a community can become “Tsunami Ready” for the next event. Tsunami Ready has been adopted by the IOC as the global standard for preparedness of at-risk communities with total populations exceeding 890 million people.
本文记录了美国国家海洋和大气管理局太平洋海洋环境实验室(PMEL) 50年的海啸研究和发展历史,从1973年联合海啸研究努力和PMEL合并开始。它追溯了仪器和模型的发展,这些仪器和模型使人们更好地了解海啸,并改进了预警系统。强调了在同一屋檐下进行观测工程和洪水模拟的优点。深海海啸评估和报告(DART)的研究和发展导致技术转移到NOAA的国家数据浮标中心(NDBC),该中心目前运营和维护着39个浮标,并为其他国家提供实时数据分发。这项技术还获得了PMEL的专利和许可,以满足国际社会的需求。获得DART许可的科学应用国际公司(SAIC)已经为8个不同的国家制造了60多个浮标。DART的数据对于准确的海啸预警至关重要,因此全球社会可以在海啸到来之前收到挽救生命的信息。PMEL的海啸洪水模型研究导致技术转移到NOAA的海啸预警中心、国家海啸减灾计划和国际海啸防备社区。PMEL启动了短期洪水模型研究,以改进NOAA的海啸预警操作,更好地为美国沿海社区服务。随后,通过联合国政府间海洋学委员会(IOC),同样经过验证的建模技术被应用于为美国沿海社区制作危险地图。海啸灾害地图是使社区为下一次海啸做好准备的重要的第一步。使用这些地图和其他准备标准,一个社区可以为下一次事件做好“海啸准备”。国际奥委会已将“海啸准备就绪”作为总人口超过8.9亿的高危社区的全球备灾标准。
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引用次数: 0
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