首页 > 最新文献

Geofizika最新文献

英文 中文
Review of research on Plitvice Lakes, Croatia in the fields of meteorology, climatology, hydrology, hydrogeochemistry and physical limnology 克罗地亚Plitvice湖在气象学、气候学、水文学、水文地球化学和物理湖沼学领域的研究综述
IF 1 4区 地球科学 Q4 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2019-01-14 DOI: 10.15233/GFZ.2018.35.9
Z. Bencetić Klaić, J. Rubinić, S. Kapelj
In lakes, several physical, chemical, and biological processes occur simultaneously, and these processes are interconnected. Therefore, the investigation of lakes requires a multidisciplinary approach that includes physics (including the physics of the atmosphere, i.e., meteorology), chemistry, geology, hydrogeology, hydrology and biology. Each of these disciplines addresses a lake from a different point of view. However, lake studies that primarily belong to one field, at least to some extent, report their findings in ways that are associated with other fields ; this type of reporting is caused by the inherent interconnections between phenomena from different disciplines. Plitvice Lakes, Croatia, are composed of a unique cascading chain of karst lakes, and these lakes have been investigated by numerous authors. Here, we provide an overview of the studies of the Plitvice Lakes Area (PLA) that address meteorology, climatology, hydrology, hydrogeochemistry and physical limnology. Our aim is to synthesize the results from each of these disciplines and make them available to scientists from other related disciplines ; thus, this review will facilitate further investigations of the PLA within the natural sciences. In addition, valuable results from early investigations of Plitvice Lakes are generally unavailable to the broader scientific community, and are written in Croatian. Here, we summarize these results and make them available to a wider audience.
在湖泊中,几个物理、化学和生物过程同时发生,并且这些过程是相互关联的。因此,湖泊调查需要多学科方法,包括物理学(包括大气物理学,即气象学)、化学、地质学、水文地质、水文学和生物学。这些学科中的每一个都从不同的角度来处理一个湖泊。然而,主要属于一个领域的湖泊研究,至少在某种程度上,以与其他领域相关的方式报告了他们的发现;这种类型的报道是由不同学科现象之间固有的相互联系造成的。克罗地亚的普利特维斯湖由一系列独特的喀斯特湖泊组成,许多作者对这些湖泊进行了调查。在这里,我们概述了Plitvice湖区(PLA)的研究,涉及气象学、气候学、水文学、水文地球化学和物理湖沼学。我们的目标是综合这些学科的结果,并将其提供给其他相关学科的科学家;因此,这篇综述将有助于在自然科学领域进一步研究解放军。此外,普利特维斯湖早期调查的有价值的结果通常无法为更广泛的科学界所获得,并且是用克罗地亚语写成的。在这里,我们总结了这些结果,并将其提供给更广泛的受众。
{"title":"Review of research on Plitvice Lakes, Croatia in the fields of meteorology, climatology, hydrology, hydrogeochemistry and physical limnology","authors":"Z. Bencetić Klaić, J. Rubinić, S. Kapelj","doi":"10.15233/GFZ.2018.35.9","DOIUrl":"https://doi.org/10.15233/GFZ.2018.35.9","url":null,"abstract":"In lakes, several physical, chemical, and biological processes occur simultaneously, and these processes are interconnected. Therefore, the investigation of lakes requires a multidisciplinary approach that includes physics (including the physics of the atmosphere, i.e., meteorology), chemistry, geology, hydrogeology, hydrology and biology. Each of these disciplines addresses a lake from a different point of view. However, lake studies that primarily belong to one field, at least to some extent, report their findings in ways that are associated with other fields ; this type of reporting is caused by the inherent interconnections between phenomena from different disciplines. Plitvice Lakes, Croatia, are composed of a unique cascading chain of karst lakes, and these lakes have been investigated by numerous authors. Here, we provide an overview of the studies of the Plitvice Lakes Area (PLA) that address meteorology, climatology, hydrology, hydrogeochemistry and physical limnology. Our aim is to synthesize the results from each of these disciplines and make them available to scientists from other related disciplines ; thus, this review will facilitate further investigations of the PLA within the natural sciences. In addition, valuable results from early investigations of Plitvice Lakes are generally unavailable to the broader scientific community, and are written in Croatian. Here, we summarize these results and make them available to a wider audience.","PeriodicalId":50419,"journal":{"name":"Geofizika","volume":" ","pages":""},"PeriodicalIF":1.0,"publicationDate":"2019-01-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43246991","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 12
Exchange of dense water between the open North Adriatic and the Croatian coastal sea 开阔的北亚得里亚海和克罗地亚沿海海域之间的密集水域交换
IF 1 4区 地球科学 Q4 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2019-01-14 DOI: 10.15233/GFZ.2018.35.11
M. Orlić
It has been known for a while that there are two sites of wintertime dense water formation in the North Adriatic – one in the open sea and the other in the Croatian coastal sea. Recently, it has been established that dense water is transported between the two basins, with both directions of the transport being possible. Here, a simple two-box model is developed in order to interpret the finding. The model allows for surface heat loss from the two basins and for an advective exchange of heat between the basins. Explicit solution is obtained, not only for the original, nonlinear problem but also for a simplified, linearized problem, when the initial temperature difference between the two basins vanishes. Moreover, the effect of the initial temperature difference is explored with the linearized model. The solutions point to a continuous temperature decrease in the two basins, with the temperature differences tending to limiting values. The temporal variability is controlled by the initial temperature differences, surface heat fluxes and basin dimensions and it suggests that the sum of surface heat loss and advective heat gain in one basin tends to become equal to the sum of surface and advective heat losses in the other basin. The solutions also indicate that the sign of the temperature difference between the two basins could be positive or negative, implying that the cold, dense water could be transported either way. Finally, an index, incorporating the initial temperatures, the surface heat fluxes and the basin depths, is proposed with the aim of quantifying relative importance of the two North Adriatic sites of dense water formation for each particular winter.
人们早就知道,在北亚得里亚海有两个冬季密集水形成的地点——一个在公海,另一个在克罗地亚沿海。最近,已经确定两个盆地之间存在致密水的输送,并且两个方向的输送都是可能的。这里,为了解释这一发现,我们建立了一个简单的双箱模型。该模型考虑了两个盆地的表面热损失和盆地之间的对流热交换。当两个盆地之间的初始温差消失时,不仅得到了原始的非线性问题的显式解,而且得到了简化的线性化问题的显式解。此外,利用线性化模型探讨了初始温差的影响。解表明两个盆地的温度持续下降,温差趋于极限值。时间变化受初始温差、地表热通量和流域尺度的控制,表明一个流域的地表热损失和平流热增加的总和趋于等于另一个流域的地表热损失和平流热损失的总和。这些解还表明,两个盆地之间的温差符号可能是正的,也可能是负的,这意味着冷的、致密的水可以向任何一个方向输送。最后,提出了一个综合初始温度、地表热通量和盆地深度的指数,目的是量化两个北亚得里亚海密水形成地点在每个特定冬季的相对重要性。
{"title":"Exchange of dense water between the open North Adriatic and the Croatian coastal sea","authors":"M. Orlić","doi":"10.15233/GFZ.2018.35.11","DOIUrl":"https://doi.org/10.15233/GFZ.2018.35.11","url":null,"abstract":"It has been known for a while that there are two sites of wintertime dense water formation in the North Adriatic – one in the open sea and the other in the Croatian coastal sea. Recently, it has been established that dense water is transported between the two basins, with both directions of the transport being possible. Here, a simple two-box model is developed in order to interpret the finding. The model allows for surface heat loss from the two basins and for an advective exchange of heat between the basins. Explicit solution is obtained, not only for the original, nonlinear problem but also for a simplified, linearized problem, when the initial temperature difference between the two basins vanishes. Moreover, the effect of the initial temperature difference is explored with the linearized model. The solutions point to a continuous temperature decrease in the two basins, with the temperature differences tending to limiting values. The temporal variability is controlled by the initial temperature differences, surface heat fluxes and basin dimensions and it suggests that the sum of surface heat loss and advective heat gain in one basin tends to become equal to the sum of surface and advective heat losses in the other basin. The solutions also indicate that the sign of the temperature difference between the two basins could be positive or negative, implying that the cold, dense water could be transported either way. Finally, an index, incorporating the initial temperatures, the surface heat fluxes and the basin depths, is proposed with the aim of quantifying relative importance of the two North Adriatic sites of dense water formation for each particular winter.","PeriodicalId":50419,"journal":{"name":"Geofizika","volume":" ","pages":""},"PeriodicalIF":1.0,"publicationDate":"2019-01-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43465189","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Monitoring geomagnetic information in the territory of Croatia 监测克罗地亚境内的地磁资料
IF 1 4区 地球科学 Q4 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2019-01-01 DOI: 10.15233/GFZ.2019.36.3
M. Brkić
In orientation and navigation using compass, reliable map’s marginal information of Earth’s magnetic field declination and its annual variation, namely geomagnetic information (GI), is crucial. Monitoring geomagnetic information means observing declination and its annual variation and checking the reliability of the actual GI model. A typical way of monitoring GI across a national territory involves conducting periodic geomagnetic network surveys to assess and update the model. The objective of the paper was to investigate improving the GI model reliability when an earlier model’s error was raised to standard accuracy, and repeat station network surveys were not yet completed. A series of processing steps in modelling were revised to preserve the original data reliability. The partial 2008.5, 2009.5 and 2010.5 declination solutions were directly reduced to epoch 2015.0, and then to 2016.0, using the IGRF-12 model. The next step was to use 2016 and 2017 quiet daily declination means to estimate corresponding annual variations at surrounding observatories and repeat stations. Normal declination annual variation models were then built for further reductions to epoch 2017.0, and 2018.0, and for forward extrapolations. The quiet days observatory data were analysed to estimate the effect of the input time series length and linear extrapolated time span on forward extrapolation error. Thus, the reliability decline of the initial GI model slowed down in the sequence of models presented. The final GI2018v2 model, valid for 2018.0–2019.0, proved reliable in comparison to the repeat station declination observations of 2018.
在指南针定位导航中,可靠的地球磁场赤纬及其年变化的地图边缘信息,即地磁信息(GI)至关重要。地磁信息监测就是观测赤纬及其年变化,并检验实际GI模式的可靠性。在全国范围内监测地理特征的一种典型方法是定期进行地磁网调查,以评估和更新模型。本文的目的是探讨在早期模型误差提高到标准精度,且重复站网调查尚未完成的情况下,如何提高GI模型的可靠性。修正了建模中的一系列处理步骤,以保持原始数据的可靠性。利用IGRF-12模式将2008.5、2009.5和2010.5的部分赤纬解直接还原为2015.0历元,然后再还原为2016.0历元。下一步是使用2016年和2017年安静日赤纬方法估计周围观测站和重复站相应的年变化。然后建立了正常赤纬年变化模型,以进一步减少至2017.0和2018.0历元,并进行前向外推。分析了静日观测资料,估计了输入时间序列长度和线性外推时间跨度对前向外推误差的影响。因此,初始GI模型的可靠性下降速度随着模型的增加而减慢。与2018年的重复站赤纬观测结果相比,最终的GI2018v2模型(2018 - 2019.0有效)被证明是可靠的。
{"title":"Monitoring geomagnetic information in the territory of Croatia","authors":"M. Brkić","doi":"10.15233/GFZ.2019.36.3","DOIUrl":"https://doi.org/10.15233/GFZ.2019.36.3","url":null,"abstract":"In orientation and navigation using compass, reliable map’s marginal information of Earth’s magnetic field declination and its annual variation, namely geomagnetic information (GI), is crucial. Monitoring geomagnetic information means observing declination and its annual variation and checking the reliability of the actual GI model. A typical way of monitoring GI across a national territory involves conducting periodic geomagnetic network surveys to assess and update the model. The objective of the paper was to investigate improving the GI model reliability when an earlier model’s error was raised to standard accuracy, and repeat station network surveys were not yet completed. A series of processing steps in modelling were revised to preserve the original data reliability. The partial 2008.5, 2009.5 and 2010.5 declination solutions were directly reduced to epoch 2015.0, and then to 2016.0, using the IGRF-12 model. The next step was to use 2016 and 2017 quiet daily declination means to estimate corresponding annual variations at surrounding observatories and repeat stations. Normal declination annual variation models were then built for further reductions to epoch 2017.0, and 2018.0, and for forward extrapolations. The quiet days observatory data were analysed to estimate the effect of the input time series length and linear extrapolated time span on forward extrapolation error. Thus, the reliability decline of the initial GI model slowed down in the sequence of models presented. The final GI2018v2 model, valid for 2018.0–2019.0, proved reliable in comparison to the repeat station declination observations of 2018.","PeriodicalId":50419,"journal":{"name":"Geofizika","volume":"1 1","pages":""},"PeriodicalIF":1.0,"publicationDate":"2019-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"67353382","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Measurement of respirable dust concentration and assessment of health risk due to metals around an opencast coal mine of Talcher, Odisha 奥里萨邦塔尔彻露天煤矿周围可吸入粉尘浓度测量和金属健康风险评估
IF 1 4区 地球科学 Q4 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2019-01-01 DOI: 10.15233/gfz.2019.36.2
Debi Prasad Tripathy, Tushar Ranjan Dash
Atmospheric pollution due to particulate matter in opencast coal mining area is a very important environmental problem and is fetching the attention of researchers worldwide since few decades. The particulate matter not only affects human but also have tremendous effects on nearby flora and fauna by degrading the ecological environment in many ways. High mechanization in mining operations leads to add heavy load of dust to the surrounding area. The adverse effects of dust depend on the quantity as well as the characteristics of the dust and the exposure dose. Taking the importance of the dust pollution in mines, a coal mine area of Talcher coalfield, was selected, which is one of the oldest coalfields of India and a very limited work has been carried out in that area on the regards of assessment of health risk due to metals on the local population. Monitoring of respirable dust (PM10 & PM2.5) were performed at eight monitoring stations around a high mechanised opencast coal mine for three seasons i.e., post monsoon, winter, and summer in the year 2015 as per the standard criteria of Central Pollution Control Board (CPCB), India. The seasonal variation of dust concentration was found in the order of winter > summer > post monsoon. Ten trace metals were analysed from the dust samples. Statistical analysis, such as, univariate (correlation study) and multi-variate analysis were carried out including principal component analysis (PCA) for source identification and respective contribution to particulate matter. Finally, the health risk in terms of hazards quotient (HQ) and hazards index (HI) were calculated for both children and adults for the three exposure path ways (Inhalation, ingestion and dermal exposure). The carcinogenic effects due to the presence of trace metals in the PM10 were evaluated for both children and adults in terms of excess cancer risk (ECR). The combined carcinogenic effects of all the trace metals also calculated (ECRtotal). The HQ values for Cr and Cd were found above the safe limit in that area for both children and adults. Likewise the ECR values for Cr and Cd also were at a very risk level for both the age group. However the risk related to other metals were found well within the safe limit. The HI and ECRtotal values were found above the safe limit which indicates the combined effect of trace metals on the children and adult were at and very high risk level in the study area.
露天煤矿大气颗粒物污染是一个非常重要的环境问题,几十年来一直受到世界各国研究者的关注。颗粒物不仅影响人类,而且通过多种方式破坏生态环境,对附近的动植物产生巨大影响。采矿作业机械化程度高,给周边地区增加了较大的粉尘负荷。粉尘的不良影响取决于粉尘的数量以及粉尘的特性和暴露剂量。考虑到矿山粉尘污染的重要性,选择了Talcher煤田的一个煤矿区,该煤田是印度最古老的煤田之一,在评估金属对当地人口的健康风险方面,该地区开展了非常有限的工作。根据印度中央污染控制委员会(CPCB)的标准,2015年在一个高机械化露天煤矿周围的八个监测站进行了三个季节(季风后、冬季和夏季)的呼吸性粉尘(PM10和PM2.5)监测。季风后沙尘浓度的季节变化顺序为冬季bb0夏季bb1。从尘埃样本中分析了十种微量金属。统计分析,例如单因素(相关研究)和多因素分析,包括主成分分析(PCA),以确定来源和各自对颗粒物的贡献。最后,计算了三种接触途径(吸入、摄入和皮肤接触)下儿童和成人的危害商(HQ)和危害指数(HI)健康风险。根据过量致癌风险(ECR)对儿童和成人的PM10中微量金属的致癌作用进行了评估。并计算了所有微量金属的综合致癌效应(ECRtotal)。该地区的铬和镉的HQ值均高于儿童和成人的安全限值。同样,Cr和Cd的ECR值在两个年龄组中都处于非常危险的水平。然而,与其他金属有关的风险被发现完全在安全范围内。HI和ECRtotal均高于安全限值,表明研究区儿童和成人受微量金属的综合影响处于和非常高的危险水平。
{"title":"Measurement of respirable dust concentration and assessment of health risk due to metals around an opencast coal mine of Talcher, Odisha","authors":"Debi Prasad Tripathy, Tushar Ranjan Dash","doi":"10.15233/gfz.2019.36.2","DOIUrl":"https://doi.org/10.15233/gfz.2019.36.2","url":null,"abstract":"Atmospheric pollution due to particulate matter in opencast coal mining area is a very important environmental problem and is fetching the attention of researchers worldwide since few decades. The particulate matter not only affects human but also have tremendous effects on nearby flora and fauna by degrading the ecological environment in many ways. High mechanization in mining operations leads to add heavy load of dust to the surrounding area. The adverse effects of dust depend on the quantity as well as the characteristics of the dust and the exposure dose. Taking the importance of the dust pollution in mines, a coal mine area of Talcher coalfield, was selected, which is one of the oldest coalfields of India and a very limited work has been carried out in that area on the regards of assessment of health risk due to metals on the local population. Monitoring of respirable dust (PM10 & PM2.5) were performed at eight monitoring stations around a high mechanised opencast coal mine for three seasons i.e., post monsoon, winter, and summer in the year 2015 as per the standard criteria of Central Pollution Control Board (CPCB), India. The seasonal variation of dust concentration was found in the order of winter > summer > post monsoon. Ten trace metals were analysed from the dust samples. Statistical analysis, such as, univariate (correlation study) and multi-variate analysis were carried out including principal component analysis (PCA) for source identification and respective contribution to particulate matter. Finally, the health risk in terms of hazards quotient (HQ) and hazards index (HI) were calculated for both children and adults for the three exposure path ways (Inhalation, ingestion and dermal exposure). The carcinogenic effects due to the presence of trace metals in the PM10 were evaluated for both children and adults in terms of excess cancer risk (ECR). The combined carcinogenic effects of all the trace metals also calculated (ECRtotal). The HQ values for Cr and Cd were found above the safe limit in that area for both children and adults. Likewise the ECR values for Cr and Cd also were at a very risk level for both the age group. However the risk related to other metals were found well within the safe limit. The HI and ECRtotal values were found above the safe limit which indicates the combined effect of trace metals on the children and adult were at and very high risk level in the study area.","PeriodicalId":50419,"journal":{"name":"Geofizika","volume":"1 1","pages":""},"PeriodicalIF":1.0,"publicationDate":"2019-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"67353642","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Analysis of gravity disturbance for boundary structures in the Aegean Sea and Western Anatolia 爱琴海和西安纳托利亚边界结构的重力扰动分析
IF 1 4区 地球科学 Q4 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2019-01-01 DOI: 10.15233/GFZ.2019.36.5
F. Doğru, O. Pamukçu
Western Anatolia has been shaped N–S-trending extensional tectonic regime and W-E trending horst, grabens and active faults due to the collision of Africa, Arabian and Eurasia plates. The borders of the Aegean Sea tectonic is limited between eastern of Greece, western of Anatolia and Hellenic subduction zone in the south of Crete. To evaluate these tectonic elements gravity disturbance data of the Aegean Sea and Western Anatolia was used in this study. It is thought that the gravity disturbance data reflects the tectonic elements and discontinuities way better than gravity anomaly due to the calculation from the difference between gravity and normal gravity at the same point so thus the tensors and invariants of the study area were calculated and the power spectrum method was applied to the gravity disturbance data. Various boundary analysis methods were applied to the gravity disturbance data to compare the discontinuities obtained from the tensors both theoretical and case study. These methods were tested initially on theoretical data. Within the scope of the theoretical study, a single model and three bodies model were taken into consideration. When the results are examined, it is observed that the Tzz tensor component gives very clear information about the location of the structure. Likewise, when the Txx, Tyy components and invariant results are examined, the vertical and horizontal boundaries were successfully obtained. In addition, the mean depths of these structures were determined using the power spectrum method. In the case application stage, the gravity disturbance data obtained from the Earth Gravitational Model of the eastern of the Aegean Sea and western of Anatolia were evaluated. The tensor and invariants of this gravity disturbance data were first calculated. New possible discontinuities have been identified in the tensors and some of the obtained discontinuities were clarified in their previous discussions. Also, the mean depths of the possible structures were calculated by the power spectrum method at four profiles taken from gravity disturbance data. These depth values are consistent with the depth values of the structural discontinuities obtained from previous studies. Finally, the upward continuation was applied to Tyy, Tyz and Tzz tensors up to 20 km. The positive anomaly values in Tyz and Tzz components and negative anomaly values in Tyy component are consistent with the Western Anatolia Transfer Zone. The structural differences between the eastern and the western of Western Anatolia are noteworthy in the upward continued results of the tensors. In addition, the positive and negative anomalies are notable in areas where the big earthquakes occurred in the last 3 years in the Tyz invariants.
在非洲、阿拉伯和欧亚板块的碰撞作用下,安纳托利亚西部形成了南北向的伸展构造体系和东西向的地体、地堑和活动断裂。爱琴海构造边界局限于希腊东部、安纳托利亚西部和克里特岛南部的希腊俯冲带之间。为了评价这些构造要素,本文利用了爱琴海和西安纳托利亚的重力扰动资料。考虑到重力扰动资料是根据同点重力与正常重力之差计算的,因此比重力异常更能反映构造要素和不连续面,因此计算了研究区的张量和不变量,并将功率谱法应用于重力扰动资料。采用不同的边界分析方法对重力扰动数据进行了理论分析和实例分析,比较了由张量得到的不连续点。这些方法最初是在理论数据上进行检验的。在理论研究范围内,考虑了单体模型和三体模型。当检查结果时,可以观察到Tzz张量分量给出了关于结构位置的非常清晰的信息。同样,当检查Txx, Tyy分量和不变结果时,成功地获得了垂直和水平边界。此外,利用功率谱法确定了这些结构的平均深度。在实例应用阶段,对地球引力模型在爱琴海东部和安纳托利亚西部获得的重力扰动数据进行了评价。首先计算了重力扰动数据的张量和不变量。在张量中发现了新的可能的不连续点,并在之前的讨论中澄清了一些得到的不连续点。在重力扰动数据的四个剖面上,用功率谱法计算了可能结构的平均深度。这些深度值与以往研究得到的构造不连续面深度值一致。最后,对Tyy、Tyz、Tzz张量向上延拓至20km处。Tyz和Tzz分量的正异常值和Tyy分量的负异常值与西安纳托利亚转移带一致。西安纳托利亚东部和西部的结构差异在张量的向上延续结果中值得注意。此外,Tyz不变量中近3年发生大地震的地区正、负异常显著。
{"title":"Analysis of gravity disturbance for boundary structures in the Aegean Sea and Western Anatolia","authors":"F. Doğru, O. Pamukçu","doi":"10.15233/GFZ.2019.36.5","DOIUrl":"https://doi.org/10.15233/GFZ.2019.36.5","url":null,"abstract":"Western Anatolia has been shaped N–S-trending extensional tectonic regime and W-E trending horst, grabens and active faults due to the collision of Africa, Arabian and Eurasia plates. The borders of the Aegean Sea tectonic is limited between eastern of Greece, western of Anatolia and Hellenic subduction zone in the south of Crete. To evaluate these tectonic elements gravity disturbance data of the Aegean Sea and Western Anatolia was used in this study. It is thought that the gravity disturbance data reflects the tectonic elements and discontinuities way better than gravity anomaly due to the calculation from the difference between gravity and normal gravity at the same point so thus the tensors and invariants of the study area were calculated and the power spectrum method was applied to the gravity disturbance data. Various boundary analysis methods were applied to the gravity disturbance data to compare the discontinuities obtained from the tensors both theoretical and case study. These methods were tested initially on theoretical data. Within the scope of the theoretical study, a single model and three bodies model were taken into consideration. When the results are examined, it is observed that the Tzz tensor component gives very clear information about the location of the structure. Likewise, when the Txx, Tyy components and invariant results are examined, the vertical and horizontal boundaries were successfully obtained. In addition, the mean depths of these structures were determined using the power spectrum method. In the case application stage, the gravity disturbance data obtained from the Earth Gravitational Model of the eastern of the Aegean Sea and western of Anatolia were evaluated. The tensor and invariants of this gravity disturbance data were first calculated. New possible discontinuities have been identified in the tensors and some of the obtained discontinuities were clarified in their previous discussions. Also, the mean depths of the possible structures were calculated by the power spectrum method at four profiles taken from gravity disturbance data. These depth values are consistent with the depth values of the structural discontinuities obtained from previous studies. Finally, the upward continuation was applied to Tyy, Tyz and Tzz tensors up to 20 km. The positive anomaly values in Tyz and Tzz components and negative anomaly values in Tyy component are consistent with the Western Anatolia Transfer Zone. The structural differences between the eastern and the western of Western Anatolia are noteworthy in the upward continued results of the tensors. In addition, the positive and negative anomalies are notable in areas where the big earthquakes occurred in the last 3 years in the Tyz invariants.","PeriodicalId":50419,"journal":{"name":"Geofizika","volume":"1 1","pages":""},"PeriodicalIF":1.0,"publicationDate":"2019-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"67354161","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
Trend analysis of monthly streamflows using Şen's innovative trend method 使用Şen的创新趋势方法对每月流量进行趋势分析
IF 1 4区 地球科学 Q4 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2018-06-30 DOI: 10.15233/GFZ.2018.35.3
O. Kisi, C. Santos, R. M. Silva, M. Zounemat‐Kermani
Trend analysis of monthly mean streamflows is essential for better water resources management and planning. In this study, Mann Kendall (MK), Sen’s method and Şen’s innovative trend method (ITM) were employed in order to examine the possible trends of monthly streamflows obtained from nine stations from three basins (Yakabasi and Derecikviran in Western Black Sea Basin; Durucasu, Sütlüce, Kale and Gomeleonu in Yesilirmak Basin; Şimşirli, Tozköy and Topluca in Eastern Black Sea Basin) located in Black Sea Region of Turkey. Based on the MK, streamflow data of Tozköy Station which is located in western part of the Eastern Black Sea Region showed a significantly increasing trend while a significantly decreasing trend was found for the Yakabasi, Derecikviran, Durucasu and Sütlüce stations which are situated in western part of the Black Sea Region. According to the Sen’s trend method, a significantly decreasing trend was seen in Durucasu, Sütlüce, Yakabasi and Derecikviran stations while Tozköy station showed significantly increasing trend. According to the ITM, low-medium values of Tozköy Station indicated slightly increasing trend while low and medium streamflow values of Yakabasi, Derecikviran, Durucasu and Sütlüce stations showed a decreasing trend. High streamflow values of Derecikviran and Sütlüce stations showed a decreasing trend while corresponding values of Yakabasi, Şimşirli and Tozköy stations indicated an increasing trend. It was showed that trends of low, medium, and high data can be easily identified by ITM which has some advantages (having no assumption such as serial relationship, non-normality, and, test number) over the Sen’s method and Mann-Kendall test.
月平均流量的趋势分析对于更好地管理和规划水资源至关重要。本文采用Mann Kendall (MK)、Sen’s方法和Şen’s创新趋势法(ITM)对黑海盆地西部Yakabasi和Derecikviran三个流域的9个站点的月流量变化趋势进行了分析。Yesilirmak盆地的Durucasu、s tl ce、Kale和GomeleonuŞimşirli, Tozköy和东黑海盆地的Topluca),位于土耳其黑海地区。基于MK,位于东黑海地区西部的Tozköy站的流量数据呈现出明显的增加趋势,而位于黑海地区西部的Yakabasi、Derecikviran、Durucasu和s tl ce站的流量数据则呈现出明显的减少趋势。根据Sen’s趋势法,Durucasu、s tl ce、Yakabasi和Derecikviran站的平均气温呈显著下降趋势,Tozköy站的平均气温呈显著上升趋势。从ITM上看,Tozköy站中低流量值呈轻微增加趋势,而Yakabasi、Derecikviran、Durucasu和s tl ce站中低流量值呈下降趋势。Derecikviran和s tl ce站的高流量值呈下降趋势,Yakabasi、Şimşirli和Tozköy站的高流量值呈上升趋势。结果表明,ITM可以很容易地识别低、中、高数据的趋势,与Sen 's方法和Mann-Kendall检验相比,ITM方法具有一些优点(不需要序列关系、非正态性和检验次数等假设)。
{"title":"Trend analysis of monthly streamflows using Şen's innovative trend method","authors":"O. Kisi, C. Santos, R. M. Silva, M. Zounemat‐Kermani","doi":"10.15233/GFZ.2018.35.3","DOIUrl":"https://doi.org/10.15233/GFZ.2018.35.3","url":null,"abstract":"Trend analysis of monthly mean streamflows is essential for better water resources management and planning. In this study, Mann Kendall (MK), Sen’s method and Şen’s innovative trend method (ITM) were employed in order to examine the possible trends of monthly streamflows obtained from nine stations from three basins (Yakabasi and Derecikviran in Western Black Sea Basin; Durucasu, Sütlüce, Kale and Gomeleonu in Yesilirmak Basin; Şimşirli, Tozköy and Topluca in Eastern Black Sea Basin) located in Black Sea Region of Turkey. Based on the MK, streamflow data of Tozköy Station which is located in western part of the Eastern Black Sea Region showed a significantly increasing trend while a significantly decreasing trend was found for the Yakabasi, Derecikviran, Durucasu and Sütlüce stations which are situated in western part of the Black Sea Region. According to the Sen’s trend method, a significantly decreasing trend was seen in Durucasu, Sütlüce, Yakabasi and Derecikviran stations while Tozköy station showed significantly increasing trend. According to the ITM, low-medium values of Tozköy Station indicated slightly increasing trend while low and medium streamflow values of Yakabasi, Derecikviran, Durucasu and Sütlüce stations showed a decreasing trend. High streamflow values of Derecikviran and Sütlüce stations showed a decreasing trend while corresponding values of Yakabasi, Şimşirli and Tozköy stations indicated an increasing trend. It was showed that trends of low, medium, and high data can be easily identified by ITM which has some advantages (having no assumption such as serial relationship, non-normality, and, test number) over the Sen’s method and Mann-Kendall test.","PeriodicalId":50419,"journal":{"name":"Geofizika","volume":"35 1","pages":"53-68"},"PeriodicalIF":1.0,"publicationDate":"2018-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.15233/GFZ.2018.35.3","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"67353355","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 42
Evaluation of thermal continentality within southern Romania and northern Bulgaria (1961-2015) 罗马尼亚南部和保加利亚北部热大陆性评价(1961-2015)
IF 1 4区 地球科学 Q4 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2018-06-30 DOI: 10.15233/GFZ.2018.35.1
A. Vlăduţ, N. Nikolova, M. Licurici
The assessment of continentality and oceanity of the climate at a global level or within particular regions has lately gained in importance on the background of global warming and its impact on food and water resources. Aiming at understanding these influences, there were analysed the spatial distribution (based on the data from 27 meteorological stations) and temporal variability of four indices (for 19 meteorological stations with complete data series covering the interval 1961–2015). In specialized literature, there are used different continentality and oceanity indices. We studied four of them, but the results indicate that three of these are redundant, as they deliver almost the same information. Consequently, only the results based on Gorczyński Continentality Index (GCI) and Kerner Oceanity Index (KOI) are presented and discussed in greater detail. These indices emphasize the continental character of the climate in the region, except for a narrow strip along the Black Sea Coast, which displays a maritime climate. There did not emerge a clear intensification of continentality (the trends were not statistically significant), in spite of the increase of air temperature in the region during the last two decades. However, a good correlation was obtained between three of the analysed indices (GCI, II and KOI) and North Atlantic Oscillation Index (NAOI).
最近,在全球变暖及其对粮食和水资源的影响的背景下,在全球一级或特定区域内对气候的大陆性和海洋性的评估变得越来越重要。为了解这些影响,分析了四个指数的空间分布(基于27个气象站数据)和时间变异(基于19个气象站完整数据序列,覆盖1961-2015年)。在专业文献中,使用了不同的大陆性和海洋性指数。我们研究了其中的四个,但结果表明其中三个是多余的,因为它们传递的信息几乎相同。因此,本文只介绍了基于Gorczyński大陆性指数(GCI)和Kerner海洋性指数(KOI)的结果,并对其进行了详细的讨论。这些指标强调了该地区气候的大陆性特征,除了沿着黑海海岸的狭长地带显示出海洋性气候。尽管过去二十年来该区域的气温有所上升,但并没有出现明显的大陆性增强(这种趋势在统计上并不显著)。然而,所分析的三个指数(GCI, II和KOI)与北大西洋涛动指数(NAOI)之间存在良好的相关性。
{"title":"Evaluation of thermal continentality within southern Romania and northern Bulgaria (1961-2015)","authors":"A. Vlăduţ, N. Nikolova, M. Licurici","doi":"10.15233/GFZ.2018.35.1","DOIUrl":"https://doi.org/10.15233/GFZ.2018.35.1","url":null,"abstract":"The assessment of continentality and oceanity of the climate at a global level or within particular regions has lately gained in importance on the background of global warming and its impact on food and water resources. Aiming at understanding these influences, there were analysed the spatial distribution (based on the data from 27 meteorological stations) and temporal variability of four indices (for 19 meteorological stations with complete data series covering the interval 1961–2015). In specialized literature, there are used different continentality and oceanity indices. We studied four of them, but the results indicate that three of these are redundant, as they deliver almost the same information. Consequently, only the results based on Gorczyński Continentality Index (GCI) and Kerner Oceanity Index (KOI) are presented and discussed in greater detail. These indices emphasize the continental character of the climate in the region, except for a narrow strip along the Black Sea Coast, which displays a maritime climate. There did not emerge a clear intensification of continentality (the trends were not statistically significant), in spite of the increase of air temperature in the region during the last two decades. However, a good correlation was obtained between three of the analysed indices (GCI, II and KOI) and North Atlantic Oscillation Index (NAOI).","PeriodicalId":50419,"journal":{"name":"Geofizika","volume":"35 1","pages":"1-18"},"PeriodicalIF":1.0,"publicationDate":"2018-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47210375","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
Rainfall forecast skill of Global Forecasting System (GFS) model over India during summer monsoon 2015 2015年印度夏季风期间全球预报系统(GFS)模式的降雨预报技巧
IF 1 4区 地球科学 Q4 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2018-06-30 DOI: 10.15233/GFZ.2018.35.4
C. Sridevi, Ashok Kumar, K. K. Singh, V. Durai, P. Suneetha
The Indian summer monsoon is one of the most important phenomenon that bring vital rain to India, so the Indian summer monsoon forecast and its verification is always of great interest due to monsoons' importance for India’s agriculture. In the present study the categorical (Yes / No) and quantitative verification of rainfall forecast of the Global Forecasting System model running at India Meteorological Department, IMD GFS T574 (25 km resolution) and National Centre for Environmental Prediction, NCEP GFS T1534 is done over Indian domain against 0.25° gridded rainfall observations during summer monsoon season 2015. A detailed verification study for rainfall forecast at 0.25° × 0.25° grid for Indian Window (0 – 40° N and 60 – 100° E) is conducted using two models output; both the / models are indicating that skill of the rainfall forecast is good for all parts of the country except high terrain regions. Regional verification also carried over 5 homogeneous regions of India, i.e., North India, West Coast India, North East India, Central India and Peninsular India using both model outputs. Results show that, in general, both the GFS T1534 and GFS T574 forecasts are skillful to capture climatologically heavy rainfall regions. However, the accuracy in prediction of location and magnitude of rainfall fluctuates considerably. The results documented are expected to be useful to the operational forecasters in day-to-day weather forecasting over Indian monsoon regions.
印度夏季风是给印度带来重要降雨的重要现象之一,由于季风对印度农业的重要性,印度夏季风的预报和验证一直是人们关注的焦点。在本研究中,对印度气象部门、IMD GFS T574(25公里分辨率)和国家环境预测中心NCEP GFS T1534运行的全球预报系统模式的降雨预测进行了分类(Yes / No)和定量验证,并对2015年夏季风季在印度地区进行了0.25°格点降雨观测。利用两种模式的输出对印度窗(0 ~ 40°N和60 ~ 100°E) 0.25°× 0.25°格网降水预报进行了详细的验证研究;两种模式都表明,除了高地形地区外,全国各地的降雨预报技术都很好。区域验证还对印度的5个同质区域进行了验证,即印度北部、印度西海岸、印度东北部、印度中部和印度半岛。结果表明,总体而言,GFS T1534和GFS T574预报都能较好地捕捉气候上的强降水区域。然而,对降雨位置和强度的预测精度波动很大。所记录的结果预计将对预报员在印度季风区的日常天气预报有用。
{"title":"Rainfall forecast skill of Global Forecasting System (GFS) model over India during summer monsoon 2015","authors":"C. Sridevi, Ashok Kumar, K. K. Singh, V. Durai, P. Suneetha","doi":"10.15233/GFZ.2018.35.4","DOIUrl":"https://doi.org/10.15233/GFZ.2018.35.4","url":null,"abstract":"The Indian summer monsoon is one of the most important phenomenon that bring vital rain to India, so the Indian summer monsoon forecast and its verification is always of great interest due to monsoons' importance for India’s agriculture. In the present study the categorical (Yes / No) and quantitative verification of rainfall forecast of the Global Forecasting System model running at India Meteorological Department, IMD GFS T574 (25 km resolution) and National Centre for Environmental Prediction, NCEP GFS T1534 is done over Indian domain against 0.25° gridded rainfall observations during summer monsoon season 2015. A detailed verification study for rainfall forecast at 0.25° × 0.25° grid for Indian Window (0 – 40° N and 60 – 100° E) is conducted using two models output; both the / models are indicating that skill of the rainfall forecast is good for all parts of the country except high terrain regions. Regional verification also carried over 5 homogeneous regions of India, i.e., North India, West Coast India, North East India, Central India and Peninsular India using both model outputs. Results show that, in general, both the GFS T1534 and GFS T574 forecasts are skillful to capture climatologically heavy rainfall regions. However, the accuracy in prediction of location and magnitude of rainfall fluctuates considerably. The results documented are expected to be useful to the operational forecasters in day-to-day weather forecasting over Indian monsoon regions.","PeriodicalId":50419,"journal":{"name":"Geofizika","volume":"35 1","pages":"39-52"},"PeriodicalIF":1.0,"publicationDate":"2018-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45427780","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 6
Air temperature forecasts' accuracy of selected short-term and long-term numerical weather prediction models over Poland 波兰选定的短期和长期数值天气预报模式的气温预报精度
IF 1 4区 地球科学 Q4 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2018-01-01 DOI: 10.15233/GFZ.2018.35.5
Sebastian Kendzierski, B. Czernecki, Leszek Kolendowicz, A. Jaczewski
The article discusses the results of air temperature forecasts from four short-term and two long-term forecasts of numerical weather prediction models. The analysis covered the results of model simulations from January 2015 to January 2016 and compared them at 14 meteorological stations in Poland. The comparison was made based on the most commonly used measures for continuous parameters i.e., ME (mean error), MAE (mean absolute error), RMSE (root mean square error), MSE (mean square error), BIAS and Pearson correlation. In the short time horizon, the best results in the context of the MAE, RMSE, MSE and correlation values were obtained by the Unified Model, although the diagnosed differences between the models are small. All models in the 0–72 h projection horizon reached a correlation of 0.95–0.97 and an MAE in the range of 1.5 °C to 2.1 °C. In the case of long-term forecasts, the HIRLAM model was slightly better than the GFS model. Clearly, in both cases, there is a marked decrease in quality after the fourth and in the following forecast lead days.
本文讨论了数值天气预报模式的4种短期预报和2种长期预报的气温预报结果。该分析涵盖了2015年1月至2016年1月的模式模拟结果,并对波兰14个气象站的模拟结果进行了比较。比较基于连续参数最常用的测量方法,即ME(平均误差)、MAE(平均绝对误差)、RMSE(均方根误差)、MSE(均方误差)、BIAS和Pearson相关。在短时间范围内,统一模型在MAE、RMSE、MSE和相关值的背景下获得了最好的结果,尽管模型之间的诊断差异很小。所有模式在0 ~ 72 h投影水平的相关系数为0.95 ~ 0.97,MAE在1.5 ~ 2.1℃范围内。在长期预报方面,HIRLAM模式略优于GFS模式。很明显,在这两种情况下,在第四天和接下来的预测提前日之后,质量都明显下降。
{"title":"Air temperature forecasts' accuracy of selected short-term and long-term numerical weather prediction models over Poland","authors":"Sebastian Kendzierski, B. Czernecki, Leszek Kolendowicz, A. Jaczewski","doi":"10.15233/GFZ.2018.35.5","DOIUrl":"https://doi.org/10.15233/GFZ.2018.35.5","url":null,"abstract":"The article discusses the results of air temperature forecasts from four short-term and two long-term forecasts of numerical weather prediction models. The analysis covered the results of model simulations from January 2015 to January 2016 and compared them at 14 meteorological stations in Poland. The comparison was made based on the most commonly used measures for continuous parameters i.e., ME (mean error), MAE (mean absolute error), RMSE (root mean square error), MSE (mean square error), BIAS and Pearson correlation. In the short time horizon, the best results in the context of the MAE, RMSE, MSE and correlation values were obtained by the Unified Model, although the diagnosed differences between the models are small. All models in the 0–72 h projection horizon reached a correlation of 0.95–0.97 and an MAE in the range of 1.5 °C to 2.1 °C. In the case of long-term forecasts, the HIRLAM model was slightly better than the GFS model. Clearly, in both cases, there is a marked decrease in quality after the fourth and in the following forecast lead days.","PeriodicalId":50419,"journal":{"name":"Geofizika","volume":"35 1","pages":"19-37"},"PeriodicalIF":1.0,"publicationDate":"2018-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"67353512","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 11
Modelling extreme values of the total electron content: Case study of Serbia 模拟总电子含量的极值:以塞尔维亚为例
IF 1 4区 地球科学 Q4 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2017-12-31 DOI: 10.15233/GFZ.2017.34.12
M. T. Drakul, Mileva Samardžić Petrović, S. Grekulović, O. Odalović, D. Blagojević
This paper is dedicated to modeling extreme TEC (Total Electron Content) values at the territory of Serbia. For the extreme TEC values, we consider the maximum values from the peak of the 11-year cycle of solar activity in the years 2013, 2014 and 2015 for the days of the winter and summer solstice and autumnal and vernal equinox. The average TEC values between 10 and 12 UT (Universal Time) were treated. As the basic data for all processing, we used GNSS (Global Navigation Satellite System) observation obtained by three permanent stations located in the territory of Serbia. Those data, we accept as actual, i.e. as a “true TEC values”. The main objectives of this research were to examine the possibility to use two machine learning techniques: neural networks and support vector machine. In order to emphasize the quality of applied techniques, all results are adequately compared to the TEC values obtained by using International Reference Ionosphere global model. In addition, we separately analyzed the quality of techniques throughout temporal and spatial-temporal approach.
本文致力于模拟塞尔维亚境内的极端TEC(总电子含量)值。对于极端TEC值,我们考虑了2013年、2014年和2015年11年太阳活动周期中冬夏至和秋春分日的最大值。平均TEC值在10至12 UT(世界时)之间进行处理。作为所有处理的基础数据,我们使用了位于塞尔维亚境内的三个常设站获得的GNSS(全球导航卫星系统)观测数据。这些数据,我们接受为实际的,即作为一个“真实的TEC值”。本研究的主要目的是研究使用两种机器学习技术的可能性:神经网络和支持向量机。为了强调应用技术的质量,所有结果都与使用国际参考电离层全球模式获得的TEC值进行了充分的比较。此外,我们还分别分析了整个时间和时空方法的技术质量。
{"title":"Modelling extreme values of the total electron content: Case study of Serbia","authors":"M. T. Drakul, Mileva Samardžić Petrović, S. Grekulović, O. Odalović, D. Blagojević","doi":"10.15233/GFZ.2017.34.12","DOIUrl":"https://doi.org/10.15233/GFZ.2017.34.12","url":null,"abstract":"This paper is dedicated to modeling extreme TEC (Total Electron Content) values at the territory of Serbia. For the extreme TEC values, we consider the maximum values from the peak of the 11-year cycle of solar activity in the years 2013, 2014 and 2015 for the days of the winter and summer solstice and autumnal and vernal equinox. The average TEC values between 10 and 12 UT (Universal Time) were treated. As the basic data for all processing, we used GNSS (Global Navigation Satellite System) observation obtained by three permanent stations located in the territory of Serbia. Those data, we accept as actual, i.e. as a “true TEC values”. The main objectives of this research were to examine the possibility to use two machine learning techniques: neural networks and support vector machine. In order to emphasize the quality of applied techniques, all results are adequately compared to the TEC values obtained by using International Reference Ionosphere global model. In addition, we separately analyzed the quality of techniques throughout temporal and spatial-temporal approach.","PeriodicalId":50419,"journal":{"name":"Geofizika","volume":"34 1","pages":"297-314"},"PeriodicalIF":1.0,"publicationDate":"2017-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42509165","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Geofizika
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1