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TITAN automatic spatial quality control of meteorological in-situ observations TITAN气象原位观测空间质量自动控制
Q2 Earth and Planetary Sciences Pub Date : 2020-07-22 DOI: 10.5194/asr-17-153-2020
Line Båserud, C. Lussana, T. Nipen, I. Seierstad, L. Oram, T. Aspelien
Abstract. In science, poor quality input data will invariably lead to faulty conclusions, as in the spirit of the saying “garbage in, garbage out”.Atmospheric sciences make no exception and correct data is crucial to obtain a useful representation of the real world in meteorological, climatological and hydrological applications. Titan is a computer program for the automatic quality control of meteorological data that has been designed to serve real-time operational applications that process massive amounts of observations measured by networks of automatic weather stations.The need to quality control third-party data, such as citizen observations, within a station network that is constantly changing was an important motivation that led to the development of Titan. The quality control strategy adopted is a sequence of tests, where several of them utilize the expected spatial consistency between nearby observations. The spatial continuity can also be evaluated against independent data sources, such as numerical model output and remote sensing measurements. Examples of applications of Titan for the quality control of near-surface hourly temperature and precipitation over Scandinavia are presented. In the case of temperature, this specific application has been integrated into the operational production chain of automatic weather forecasts at the Norwegian Meteorological Institute (MET Norway). Titan is an open source project and it is made freely available for public download. One of the objectives of the Titan project is to establish a community working on common tools for automatic quality control, and the Titan program represents a first step in that direction for MET Norway. Further developments are necessary to achieve a solution that satisfies more users, for this reason we are currently working on transforming Titan into a more flexible library of functions.
摘要在科学领域,低质量的输入数据必然会导致错误的结论,正如俗话所说的“垃圾输入,垃圾输出”。大气科学也不例外,正确的数据对于在气象、气候和水文应用中获得真实世界的有用表示至关重要。Titan是一个用于气象数据自动质量控制的计算机程序,旨在服务于实时操作应用程序,处理由自动气象站网络测量的大量观测结果。在不断变化的台站网络中,需要对第三方数据(如公民观测数据)进行质量控制,这是导致Titan开发的重要动机。所采用的质量控制策略是一系列测试,其中一些测试利用附近观测值之间的预期空间一致性。空间连续性也可以根据独立的数据源进行评估,如数值模型输出和遥感测量。介绍了Titan在斯堪的纳维亚半岛近地表小时温度和降水质量控制中的应用实例。在温度的情况下,这个特定的应用程序已经集成到挪威气象研究所(MET Norway)的自动天气预报的业务生产链中。Titan是一个开源项目,可以免费供公众下载。Titan项目的目标之一是建立一个致力于自动质量控制通用工具的社区,Titan项目代表了MET Norway朝着这个方向迈出的第一步。为了实现满足更多用户的解决方案,需要进一步的开发,因此我们目前正在努力将Titan转换为更灵活的函数库。
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引用次数: 16
Performance of CAMS Radiation Service and HelioClim-3 databases of solar radiation at surface: evaluating the spatial variation in Germany CAMS辐射服务和HelioClim-3地表太阳辐射数据库的性能:评价德国地区太阳辐射的空间变化
Q2 Earth and Planetary Sciences Pub Date : 2020-07-14 DOI: 10.5194/asr-17-143-2020
M. Marchand, Y. Saint-Drenan, L. Saboret, E. Wey, L. Wald
Abstract. The present work deals with the spatial consistency of two well-knowndatabases of solar radiation received at ground level: the CAMS RadiationService database version 3.2, abbreviated as CAMS-Rad and the HelioClim-3database version 5, abbreviated as HC3v5. Both databases are derived fromsatellite images. They are validated against 10 min means of irradiance forthe period 2010–2018 recorded in a network of 26 ground stations in Germanyoperated by the Deutscher Wetterdienst (DWD). For the CAMS-Rad database, thecorrelation coefficient between ground measurements and estimates rangesbetween 0.83 and 0.92 for all sky conditions. The bias ranges from −41 and 32 W m −2 ( −11  % and 10 % of the mean irradiance). Thestandard deviation ranges between 89 and 129 W m −2 (25 % and39 %). For the HC3v5 database, the correlation coefficient ranges between0.90 and 0.95. The bias and the standard deviation are comprised between −22 and 16 W m −2 ( −6  % and 5 %), and between respectively70 and 104 W m −2 (20 % and 31 %). For the CAMS Rad database,overestimation is observed in the South, and underestimation in the Northwith a faint tendency of the bias to increase from East to West. For theHC3v5 database, the bias is fairly homogeneous across Germany. For bothdatabases, there is no noticeable spatial trend in the standard deviation.
摘要目前的工作涉及两个著名的地面接收太阳辐射数据库的空间一致性:CAMS RadiationService数据库版本3.2,简称CAMS- rad和helioclim -3数据库版本5,简称HC3v5。这两个数据库都来自卫星图像。它们是根据德国气象局(DWD)运营的德国26个地面站网络记录的2010-2018年10分钟辐照度进行验证的。对于CAMS-Rad数据库,在所有天空条件下,地面测量值和估计值之间的相关系数在0.83到0.92之间。偏倚范围为- 41和32 W m - 2(平均辐照度的- 11%和10%)。标准偏差范围在89和129w m−2之间(25%和39%)。对于HC3v5数据库,相关系数在0.90 ~ 0.95之间。偏差和标准差分别在- 22 ~ 16 W m−2之间(- 6%和5%),70 ~ 104 W m−2之间(20%和31%)。对于CAMS Rad数据库,在南部观测到高估,在北部观测到低估,并且从东到西的偏差有微弱的增加趋势。对于hc3v5数据库,整个德国的偏见相当一致。两个数据库的标准差均没有明显的空间变化趋势。
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引用次数: 9
COVID-19 and lessons from multi-hazard early warning systems COVID-19和多灾种预警系统的经验教训
Q2 Earth and Planetary Sciences Pub Date : 2020-07-13 DOI: 10.5194/asr-17-129-2020
D. Rogers, Linda Anderson-Berry, A. Bogdanova, Gerald Fleming, H. Gitay, S. Kahandawa, H. Kootval, M. Staudinger, M. Suwa, V. Tsirkunov, Weibing Wang
Abstract. Having a common framework for early action to cope withcomplex disasters can make it easier for authorities and other stakeholders,including populations at risk, to understand the full spectrum of secondaryand tertiary effects and thus where to focus preparedness efforts, and howbest to provide more targeted warnings and response services. Meteorologicaland hydrological services world-wide have developed and implementedMulti-Hazard Early Warning Systems (MHEWS) for weather and climate relatedhazards that are now being expanded and transitioned towards Multi-HazardImpact-based Early Warning Systems (MHIEWS). While it is still early days itis becoming clear that there are useful lessons from this approach in theCOVID-19 global pandemic, and some valuable insight to be gained in riskcommunication, risk analysis and monitoring methodologies and approaches.The ability to understand and respond effectively to warnings throughappropriate behaviours and actions is central to resilient societies andcommunities. By avoiding physical, societal and economic harm to thegreatest extent possible, recovery from a hazard is likely to be faster,less costly and more complete. MHIEWS can be a common approach for all hazards and therefore more likely tobecome a trusted tool that everyone can understand and use as a basicelement of their national disaster risk management system. Theinterconnectedness of hazards and their impacts is a strong motivator for acommon approach. One of the lessons from the COVID-19 pandemic and extremeweather events is the need to understand the vulnerability of individuals,communities and societies so as to provide reliable, targeted guidance andwarnings and the willingness and capacity to prepare for a reasonableworst-case scenario based on informed long-term planning. Meteorology andhydrology are making good progress in this direction and the process can bereadily applied to health and other sectors.
摘要有一个共同的早期行动框架来应对复杂的灾害,可以使当局和其他利益攸关方,包括面临风险的人群,更容易了解次生和三级影响的全部范围,从而了解准备工作的重点,以及如何最好地提供更有针对性的预警和响应服务。世界各地的气象和水文部门已经开发并实施了与天气和气候有关的多灾害早期预警系统(MHEWS),目前正在扩大并向基于多灾害影响的早期预警系统(MHIEWS)过渡。虽然仍处于早期阶段,但很明显,这种方法在2019冠状病毒病全球大流行中可以获得有益的经验教训,并在风险沟通、风险分析和监测方法和方法方面获得一些宝贵的见解。通过适当的行为和行动来理解和有效应对警告的能力对于有复原力的社会和社区至关重要。通过最大限度地避免物理、社会和经济损害,从灾害中恢复可能会更快、成本更低、更彻底。MHIEWS可以成为所有灾害的通用方法,因此更有可能成为人人都能理解和使用的可信工具,作为其国家灾害风险管理系统的基本要素。危险及其影响的相互关联性是采取共同方法的强大动力。2019冠状病毒病大流行和极端天气事件的教训之一是,需要了解个人、社区和社会的脆弱性,以便提供可靠、有针对性的指导和警告,以及根据知情的长期规划为合理的最坏情况做好准备的意愿和能力。气象学和水文学在这方面正在取得良好进展,这一过程可以很容易地应用于卫生和其他部门。
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引用次数: 5
Regional atmospheric reanalysis activities at Deutscher Wetterdienst: review of evaluation results and application examples with a focus on renewable energy 德意志湿地的区域大气再分析活动:审查评价结果和应用实例,重点是可再生能源
Q2 Earth and Planetary Sciences Pub Date : 2020-07-06 DOI: 10.5194/asr-17-115-2020
F. Kaspar, Deborah Niermann, M. Borsche, S. Fiedler, J. Keller, R. Potthast, T. Rösch, T. Spangehl, B. Tinz
Abstract. Based on the numerical weather prediction model COSMO of Germany's nationalmeteorological service (Deutscher Wetterdienst, DWD), regional reanalysisdatasets have been developed with grid spacing of up to 2 km. Thisdevelopment started as a fundamental research activity within theHans-Ertel-Centre for Weather Research (HErZ) at the University of Bonn andthe University of Cologne. Today, COSMO reanalyses are an establishedproduct of the DWD and have been widely used in applications on European andnational German level. Successful applications of COSMO reanalyses includerenewable energy assessments as well as meteorological risk estimates. TheCOSMO reanalysis datasets are now publicly available and providespatio-temporal consistent data of atmospheric parameters covering bothnear-surface conditions and vertical profiles. This article reviews thestatus of the COSMO reanalyses, including evaluation results andapplications. In many studies, evaluation of the COSMO reanalyses point toan overall good quality and often an added value compared to differentcontemporary global reanalysis datasets. We further outline current plansfor the further development and application of regional reanalyses in theHErZ research group Cologne/Bonn in collaboration with the DWD.
摘要基于德国国家气象局(Deutscher weterdienst, DWD)的数值天气预报模式COSMO,开发了网格间距达2公里的区域再分析数据集。这一发展最初是波恩大学和科隆大学汉斯-埃特尔天气研究中心(HErZ)的一项基础研究活动。今天,COSMO再分析是DWD的既定产品,并已广泛应用于欧洲和德国国家层面的应用。COSMO再分析的成功应用包括可再生能源评估和气象风险估计。ecosmo再分析数据集现已公开,提供了覆盖近地表条件和垂直剖面的大气参数的时空一致性数据。本文综述了COSMO再分析的现状,包括评价结果和应用。在许多研究中,对COSMO再分析的评估表明,与不同的当代全球再分析数据集相比,COSMO再分析总体质量良好,而且往往具有附加价值。我们进一步概述了目前在科隆/波恩赫兹研究小组与DWD合作下进一步发展和应用区域再分析的计划。
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引用次数: 24
WRF simulations against sodar measurements of extreme winds and local breeze circulations serial events WRF模拟极端风和局地微风环流系列事件的雷达测量
Q2 Earth and Planetary Sciences Pub Date : 2020-06-29 DOI: 10.5194/asr-17-109-2020
D. Barantiev, H. Kirova, Orlin Gueorguiev
Abstract. Forty percent of the world's population live within 100 km of the coastal line. Coastal zones are changing because of the interaction between the oceans and the land as well as human activities. The processes in coastal Atmospheric Boundary Layer (ABL) have being continuously studied as they are important for the ecosystems, recreational activities, fishery, economics and renewable energy resources. Remote sensing (RS) measurements of the ABL have being performed with sodar at Ahtopol synoptic station (Southeast Bulgaria) since 2008. The Intergovernmental Panel on Climate Change (IPCC) criteria for “rare” events have been applied to the period August 2008–October 2016 of the RS measurements and a reference extreme wind speed profile has been obtained. In this study, we test the ability of the Weather Research and Forecasting (WRF) model with Mellor-Yamada-Janjic ABL scheme to simulate extreme wind events, followed by sea breeze. As a measure of the ability of the used model configuration to reproduce the spatial and temporal structure of these complex weather situations some basic statistical metrics has been used. The results have shown relatively good agreement between measured and modeled wind speed but the sea breeze development has not been reproduced by the model.
摘要世界上40%的人口居住在海岸线100公里以内。由于海洋和陆地之间的相互作用以及人类活动,沿海地区正在发生变化。沿海大气边界层过程对生态系统、休闲活动、渔业、经济和可再生能源等具有重要意义,因此一直受到人们的关注。自2008年以来,在Ahtopol天气观测站(保加利亚东南部)用sodar对ABL进行了遥感(RS)测量。政府间气候变化专门委员会(IPCC)的“罕见”事件标准已应用于RS测量的2008年8月至2016年10月期间,并获得了参考极端风速廓线。在本研究中,我们测试了采用Mellor-Yamada-Janjic ABL方案的天气研究与预报(WRF)模式对极端风事件和海风事件的模拟能力。为了衡量所使用的模式配置重现这些复杂天气情况的时空结构的能力,使用了一些基本的统计度量。结果表明,实测风速与模拟风速吻合较好,但模型未能再现海风的发展。
{"title":"WRF simulations against sodar measurements of extreme winds and local breeze circulations serial events","authors":"D. Barantiev, H. Kirova, Orlin Gueorguiev","doi":"10.5194/asr-17-109-2020","DOIUrl":"https://doi.org/10.5194/asr-17-109-2020","url":null,"abstract":"Abstract. Forty percent of the world's population live within 100 km of the coastal line. Coastal zones are changing because of the interaction between the oceans and the land as well as human activities. The processes in coastal Atmospheric Boundary Layer (ABL) have being continuously studied as they are important for the ecosystems, recreational activities, fishery, economics and renewable energy resources. Remote sensing (RS) measurements of the ABL have being performed with sodar at Ahtopol synoptic station (Southeast Bulgaria) since 2008. The Intergovernmental Panel on Climate Change (IPCC) criteria for “rare” events have been applied to the period August 2008–October 2016 of the RS measurements and a reference extreme wind speed profile has been obtained. In this study, we test the ability of the Weather Research and Forecasting (WRF) model with Mellor-Yamada-Janjic ABL scheme to simulate extreme wind events, followed by sea breeze. As a measure of the ability of the used model configuration to reproduce the spatial and temporal structure of these complex weather situations some basic statistical metrics has been used. The results have shown relatively good agreement between measured and modeled wind speed but the sea breeze development has not been reproduced by the model.","PeriodicalId":30081,"journal":{"name":"Advances in Science and Research","volume":"539 1","pages":"109-113"},"PeriodicalIF":0.0,"publicationDate":"2020-06-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78883527","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Assessment on Ecological Distribution of ‘Crematogaster chiarinii’ ant in South-western Ethiopia 埃塞俄比亚西南部“Crematogaster chiarinii”蚁的生态分布评价
Q2 Earth and Planetary Sciences Pub Date : 2020-06-24 DOI: 10.11648/j.sr.20200803.13
Tesfu Shegaw
The study was conducted in selected districts of kafa, sheka and Benchi maji zones of Southern Nations Nationalities and Peoples Region of Ethiopia with an intention to identify the agroecological distribution level of cr. chiarinii ant. The study was under taken through collection of survey data from respondent beekeepers and conducting transect views. According to the survey result, of the total transect views covering 167 kms distances with 50 meters horizontal width and observation covered altitudes ranging from 800 to 2400 m.as.l. Nearly equivalent transect distances were considered for each agro ecologies (High land, mid land and low lands containing 60, 50 and 57 kilometers respectively). A total of 497 nests were counted during the transect. Of which 387 (77%) were counted in mid lands (1500-1900 m.a.s.l.); 60 (12%) of the nests counted in low lands ( 1900 to 2400 m.a.s.l.). The Proportions of respondents using Cr. chiarinii as biological protection means against D. quadratus varied from 19.17% in Benchi Maji zone to 43.33% in Sheka zone whith an overall mean of 27.78%. There is no significant varriation between male and females (at p<0.05) in using Cr. chiarinii as a potential biological pest prevention mechanism (28.4% versus 20.69%). In the curent study, the distribution of the ant was higher in mid lands (1500-1900m.a.s.l) and declining as we go up over 1900 m.a.s.l and lower than 1500 m.a.s.l. Particularly, in areas of extreme low altitudes the ant was noted to be very selective to areas with better moisture contents and is highly selective to areas with old trees and better vegetation cover is found. However, it is not selective to plant types and its distribution gets declining in areas with less forest coverage and intenssive cultivation is under taken.
本研究在埃塞俄比亚南部民族和民族地区的kafa、sheka和Benchi maji区选定的地区进行,目的是确定恰里尼蚁的农业生态分布水平。这项研究是通过收集被调查养蜂人的调查数据和进行横断面观察来进行的。根据调查结果,在167公里的横向宽度为50米的横断面视图中,观测覆盖的高度为800至2400米。每个农业生态系统的样带距离几乎相等(高地、中部和低地分别为60、50和57公里)。在样带中共计数到497个巢。其中中部地区(1500-1900 m.a.s.l) 387只(77%);60个(12%)巢位于低地(1900至2400 m.a.s.l)。采用恰里尼姬鼠作为方方田鼠生物保护手段的回访者比例从本池马吉区19.17%到谢卡区43.33%不等,总体平均值为27.78%。雌雄间将奇氏革螨作为潜在生物防治机制的比例差异不显著(p<0.05)(28.4%比20.69%)。在目前的研究中,蚂蚁的分布在中部地区(1500-1900m.a.s.l)较高,当我们高于1900m.a.s.l和低于1500 m.a.s.l时,蚂蚁的分布会下降。特别是在极低海拔地区,蚂蚁对水分含量较高的地区有很强的选择性,对有古树和植被覆盖的地区有很强的选择性。但在森林覆盖率较低和集约栽培的地区,其分布逐渐减少。
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引用次数: 0
Wind: generating power and cooling the power lines 风力:发电和冷却电线
Q2 Earth and Planetary Sciences Pub Date : 2020-06-22 DOI: 10.5194/asr-17-105-2020
M. Kaasik, S. Mirme
Abstract. The electric power that can be transmitted via high-voltage transmission lines is limited by the Joule heating of the conductors. In the case of coastal wind farms, the wind that produces power simultaneously contributes to the cooling of high-voltage overhead conductors. Ideally this would allow for increased power transmission or decreased dimensions and cost of the conductor wires. In this study we investigate how well the wind speed in coastal wind farms is correlated with wind along a 75 km long 330 kW power line towards inland. It is found that correlations between wind speed in coastal wind farms at turbine height and conductor-level (10 m) are remarkably lower ( R=0.39 –0.64) than between wind farms at distances up to 100 km from each other ( R=0.76 –0.97). Dense mixed forest surrounding the power line reduces both local wind speed and the correlations with coastal higher-level wind, thus making the cooling effect less reliable.
摘要通过高压输电线路传输的电能受到导体焦耳发热的限制。在沿海风力发电场的情况下,同时发电的风有助于冷却高压架空导体。理想情况下,这将允许增加电力传输或减少导体电线的尺寸和成本。在这项研究中,我们调查了沿海风电场的风速与沿75公里长的330千瓦输电线向内陆方向的风的相关性。研究发现,沿海风电场在涡轮机高度和导体水平(10米)上的风速相关性(R=0.39 -0.64)明显低于彼此距离达100公里的风电场之间的相关性(R=0.76 -0.97)。电力线周围茂密的混交林既降低了当地风速,也降低了与沿海高层风的相关性,从而降低了冷却效果的可靠性。
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引用次数: 0
Statistics of sea-effect snowfall along the Finnish coastline based on regional climate model data 基于区域气候模式数据的芬兰海岸线海洋效应降雪统计
Q2 Earth and Planetary Sciences Pub Date : 2020-06-18 DOI: 10.5194/asr-17-87-2020
T. Olsson, A. Luomaranta, K. Jylhä, Julia Jeworrek, T. Perttula, C. Dieterich, Lichuan Wu, A. Rutgersson, A. Mäkelä
Abstract. The formation of convective sea-effect snowfall (i.e., snow bands) is triggered by cold air outbreaks over a relatively warm and open sea. Snow bands can produce intense snowfall which can last for several days over the sea and potentially move towards the coast depending on wind direction. We defined the meteorological conditions which statistically favor the formation of snow bands over the north-eastern Baltic Sea of the Finnishcoastline and investigated the spatio-temporal characteristics of these snowbands. A set of criteria, which have been previously shown to be able todetect the days favoring sea-effect snowfall for Swedish coastal area, wererefined for Finland based on four case study simulations, utilizing aconvection-permitting numerical weather prediction (NWP) model (HARMONIE-AROME). The main modification of the detection criteria concerned the threshold for 10 m wind speed: the generally assumed threshold value of 10 m s −1 was decreased to 7 m s −1 . The refined criteria were then applied to regional climate model (RCA4) data, for an 11-year time period (2000–2010). When only considering cases in Finland with onshore wind direction, we found on average 3 d yr −1 with favorable conditions for coastal sea-effect snowfall. The heaviest convective snowfall events were detected most frequently over the southern coastline. Statistics of the favorable days indicated that the lower 10 m wind speed threshold improved the representation of the frequency of snow bands. For most of the favorable snow band days, the location and order of magnitude of precipitation were closely captured, when compared to gridded observational data for land areas and weather radar reflectivity images. Lightning were observed during one third of the favorable days over the Baltic Sea area.
摘要对流海洋效应降雪(即雪带)的形成是由相对温暖和开阔的海面上的冷空气爆发引发的。雪带可以在海上产生持续数天的强降雪,并可能根据风向向海岸移动。我们定义了统计上有利于芬兰海岸线波罗的海东北部雪带形成的气象条件,并调查了这些雪带的时空特征。一套先前已被证明能够检测瑞典沿海地区有利于海洋效应降雪的天数的标准,是基于四个案例研究模拟,利用允许对流的数值天气预报(NWP)模式(HARMONIE-AROME)为芬兰改进的。检测准则的主要修改涉及10m风速的阈值,将通常假设的10m s−1的阈值降低为7m s−1。然后将改进后的标准应用于区域气候模式(RCA4)的11年(2000-2010年)数据。当仅考虑芬兰的陆上风向时,我们发现平均3 d yr−1具有有利的沿海海效应降雪条件。最大的对流降雪量在南部海岸线最为频繁。有利日数统计表明,10 m风速阈值越低,雪带出现频率的表征越好。与陆地区域的网格化观测数据和气象雷达反射率图像相比,在大多数有利雪带日,降水的位置和量级被紧密捕获。波罗的海地区在三分之一的有利天气中观测到闪电。
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引用次数: 6
The Application of Satellite Imagery in Surface Water/Lake Modelling: A Review of Previous Studies on Lake Tana and Its Basin 卫星影像在地表水/湖泊模拟中的应用——塔纳湖及其流域研究综述
Q2 Earth and Planetary Sciences Pub Date : 2020-06-18 DOI: 10.11648/j.sr.20200803.12
Nuredin Teshome, G. Tsidu, Bisrat Kifle
Satellite images give a synoptic view of target areas, measure target surface changes and provide the information needed for hydrological studies, river or Lake Basin management, water disaster prevention, and water management. Lake Tana is located at an altitude of 1830 m and latitude longitude of 11.27°N and 37.10°E. The lake is the source of the Blue Nile River and it is the largest lake in Ethiopia with a surface area of 3,150 km2, a maximum length and width of 78 and 68 km respectively. In the past, several studies have been published on Lake Tana and its basin in a scattered manner. This necessitates state of the art review that highlights achievements, models, algorithms, and identify gaps in knowledge. Different types of hydrological models have been applied. The majority of the recent studies utilized simple conceptual and statistical approaches for trend analysis and water balance estimations, mainly using rainfall, temperature and evapo-transpiration data. To a greater extent, recent studies have used advanced semi-physically or physically based distributed hydrological models driven by high resolution temporal and spatial data for diverse applications. A review of the methods used and the role of satellite remote sensing in this regard to understand the hydrology of Lake Tana and its basin are presented.
卫星图像提供目标区域的概貌视图,测量目标表面变化,并为水文研究、河流或湖泊流域管理、水灾害预防和水管理提供所需的信息。塔纳湖位于海拔1830米,经纬度11.27°N和37.10°E。该湖是青尼罗河的源头,是埃塞俄比亚最大的湖泊,面积为3150平方公里,最大长度和宽度分别为78公里和68公里。在过去,一些零散的关于塔纳湖及其盆地的研究已经发表。这就需要进行最先进的审查,突出成就、模型、算法,并识别知识差距。应用了不同类型的水文模型。最近的大多数研究使用简单的概念和统计方法进行趋势分析和水平衡估计,主要使用降雨、温度和蒸散数据。最近的研究在更大程度上使用了由高分辨率时空数据驱动的先进的半物理或基于物理的分布式水文模型,用于各种应用。综述了卫星遥感在了解塔纳湖及其流域水文方面所使用的方法和作用。
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引用次数: 0
Optimal grid resolution for precipitation maps from commercial microwave link networks 商用微波链路网络降水图的最优网格分辨率
Q2 Earth and Planetary Sciences Pub Date : 2020-06-16 DOI: 10.5194/asr-17-79-2020
R. van de Beek, J. Olsson, J. Andersson
Abstract. High-resolution precipitation observation based on signal attenuation in a Commercial Microwave Link (CML) network is an emerging technique that is becoming more and more used. Commonly, the raw data – line measurements from successive time steps – are mapped onto a grid to estimate precipitation fields with a full spatio-temporal coverage. Assuming the CML-estimated precipitation to be accurate, the attainable resolutionsin time and space are primarily dependent on two factors: (i) the spatialdistribution of the link network and (ii) the spatial correlation properties of the precipitation. Here we outline a pragmatic method for estimating the optimal resolution based on variogram analysis. The method is demonstrated using a CML network and a representative variogram in Stockholm, Sweden. Conceivable applications include preliminary investigations in cities considering starting CML-based precipitation observations.
摘要商用微波链路(CML)网络中基于信号衰减的高分辨率降水观测是一项新兴技术,应用越来越广泛。通常,原始数据-连续时间步长的测量线-被映射到网格上,以估计具有完整时空覆盖的降水场。假设cml估算的降水是准确的,可获得的时间和空间分辨率主要取决于两个因素:(i)链路网络的空间分布和(ii)降水的空间相关特性。在这里,我们概述了一种实用的方法来估计基于方差分析的最佳分辨率。该方法在瑞典斯德哥尔摩用一个CML网络和一个有代表性的变异图进行了验证。可能的应用包括在考虑开始基于cml的降水观测的城市进行初步调查。
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引用次数: 7
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Advances in Science and Research
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