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Inter-comparison of World Wide Lightning Location Network (WWLLN) and Lightning Detection Sensor Network (LDSN) data over India 全球雷电定位网络(WWLLN)和印度雷电探测传感器网络(LDSN)数据的相互比较
IF 1.8 4区 地球科学 Q3 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-06-26 DOI: 10.1016/j.jastp.2024.106286
Alok Taori , Arun Suryavanshi , Rounaq Goenka , Degala Venkatesh , G. Srinivasa Rao

Atmospheric lightning is a dominant weather related disaster which requires continuous monitoring efforts. While the world wide lightning location network (WWLLN) measures the very low frequency (VLF) signals emanating from the lightning, other regional networks, such as Lightning Detection Sensor Network (LDSN) use the broad band radio frequency signals. Present investigation compares the cloud-to-ground (CG) lightning occurrences recorded by the WWLLN and LDSN during 02 October – October 09, 2022 over India. Results show that though the WWLLN monitored the CG lightning occurrences about 20% lesser than the LDSN, spatial distribution of the occurrences and trends were in very good agreement.

大气闪电是一种主要的气象灾害,需要持续不断地进行监测。全球闪电定位网络(WWLLN)测量闪电发出的甚低频(VLF)信号,而其他区域网络,如闪电探测传感器网络(LDSN)则使用宽带无线电频率信号。本次调查比较了 2022 年 10 月 2 日至 10 月 9 日期间 WWLLN 和 LDSN 在印度上空记录的云到地(CG)闪电事件。结果表明,虽然 WWLLN 监测到的云到地闪电发生率比 LDSN 低 20%,但发生率的空间分布和趋势非常一致。
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引用次数: 0
Detecting non-stationarity of precipitation across coastal-terrestrial Virginia 探测弗吉尼亚沿海-陆地降水的非稳态性
IF 1.8 4区 地球科学 Q3 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-06-26 DOI: 10.1016/j.jastp.2024.106289
Xiaomin Yang, Xixi Wang, Zhaoyi Cai

Since the industrial revolution, the Earth's ambient temperature has been rising at an accelerating pace, partially due to the release of greenhouse gases (e.g., carbon dioxide) into the atmosphere. Consequently, precipitation may become nonstationary, leading to new patterns of watershed hydrology with more frequent and/or severe floods and droughts. Non-stationarity occurs when one or more of precipitation characteristics exhibit step changes, temporal trends, and/or variance deviations. The objective of this study was to detect historical variations in precipitation characteristics across coastal and terrestrial Virginia, USA. Thirteen indices were selected to represent precipitation characteristics for amount, intensity, spell, maximum, and exceedance. A modified Mann-Kendall technique was applied to detect step changes and/or temporal trends in these indices on an annual basis. The results indicated that most rain gauges showed a statistically significant step change in one or more indices between 1948 and 2019, with more step increases than step decreases. This indicates that precipitation across Virginia has exhibited non-stationarity, which must be considered for water management. This phenomenon is likely true for most coastal regions worldwide.

自工业革命以来,地球的环境温度一直在加速上升,部分原因是温室气体(如二氧化碳)释放到大气中。因此,降水可能变得不稳定,导致流域水文出现新的模式,洪水和干旱更加频繁和/或严重。当一种或多种降水特征出现阶跃变化、时间趋势和/或方差偏差时,就会出现非稳态现象。本研究的目的是探测美国弗吉尼亚州沿海和陆地降水特征的历史变化。选择了 13 个指数来代表降水量、强度、峰值、最大降水量和超标降水量的特征。采用改进的 Mann-Kendall 技术来检测这些指数每年的阶跃变化和/或时间趋势。结果表明,1948 年至 2019 年间,大多数雨量计的一个或多个指数都出现了统计学意义上的阶跃变化,阶跃增加的指数多于阶跃减少的指数。这表明弗吉尼亚州各地的降水呈现出非稳态性,在水资源管理中必须考虑到这一点。这种现象可能在全球大多数沿海地区都存在。
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引用次数: 0
Impact of geomagnetic activity on stratosphere and upper troposphere 地磁活动对平流层和对流层上部的影响
IF 1.8 4区 地球科学 Q3 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-06-24 DOI: 10.1016/j.jastp.2024.106287
Jayashree Bulusu , Vasundhara Barde , Chinmaya Nayak , G. Vichare , A.P. Dimri

During active geomagnetic conditions, a large amount of energy is deposited in the polar atmosphere in the form of particle precipitation that leads to Joule heating creating circulation of intense currents in the auroral region. It can affect the existing background pressure fluctuations in the stratospheric and tropospheric heights, leading to anomalous changes in the vertical temperature (T), zonal (u) and meridional (v) wind. In this study, we demonstrate the effect of active geomagnetic conditions on these atmospheric variables in different longitudinal regions. The investigation involves daily, monthly and seasonal variation of active geomagnetic conditions. Active geomagnetic conditions are selected using geomagnetic activity indices like auroral activity index |AL|>1000 nT, Disturbed Storm time index Dst < -150 and polar cap index PC > 5. Events are identified during November to March for 1990 to 2020 period. Among them 99 active geomagnetic conditions occurred in the month of March which are considered for further investigation. Composite analysis of T, u and v reflects that the temperature shows an increase in the entire atmospheric column; the anomalies in u (u′) and v (v′) show a regional dependence and strengthen in their amplitudes. It is seen from the monthly investigation of March that the Western Pacific, Canadian and East Pacific sectors respond to the active geomagnetic conditions at upper atmospheric pressure levels (approximately 40–70 km altitude) in the polar region. This is indicative of a vertical translation of energy to lower atmosphere during active geomagnetic conditions.

在地磁活跃期间,大量能量以粒子降水的形式沉积在极地大气中,导致焦耳热,在极光区形成强流环流。它会影响平流层和对流层高度的现有背景压力波动,导致垂直温度(T)、纵向风(u)和经向风(v)的异常变化。在这项研究中,我们展示了活跃地磁条件对不同纵向区域这些大气变量的影响。研究涉及活跃地磁条件的日变化、月变化和季节变化。活动地磁条件是利用极光活动指数|AL|>1000 nT、扰动风暴时间指数 Dst < -150 和极冠指数 PC > 5 等地磁活动指数选出的。其中 99 个活跃地磁条件发生在 3 月份,我们考虑对其进行进一步研究。对 T、u 和 v 的综合分析表明,温度在整个大气柱中呈上升趋势;u(u′)和 v(v′)的异常表现出区域依赖性,且振幅增大。从 3 月份的月度调查中可以看出,西太平洋、加拿大和东太平洋扇区对极地地区高层大气压力水平(约 40-70 公里高度)的活跃地磁条件做出了反应。这表明在活跃地磁条件下,能量会垂直转移到大气低层。
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引用次数: 0
Multi-wave characteristics associated with January 15, 2022 Hunga-Tonga volcanic eruption: A global observation 与 2022 年 1 月 15 日 Hunga-Tonga 火山喷发有关的多波特征:全球观测
IF 1.8 4区 地球科学 Q3 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-06-23 DOI: 10.1016/j.jastp.2024.106283
M.S. Rose , P.S. Sunil , A. Sooraj , A.S. Sunil , Priyesh Kunnummal , K. Amal George , K.K. Ajith , Dhanya Thomas , V.K. Mini

The eruption of Hunga-Tonga Volcano on January 15, 2022 has stimulated a wide spectrum of atmospheric waves globally. To probe the surface deformation pattern, Sentinel-1 Synthetic Aperture Radar (SAR) data has been analyzed. It has been approximated that an overall area of about 2.47 square kilometres experienced deformation in conjunction with this event. To characterize the atmospheric wave propagation, barometric pressure data from 1814 stations distributed all around the globe have been examined. This study encompassed with the propagation characteristics of the waves over four zones including Indian and Polar regions for the first time using barometric data. Time-series observations indicate that the waves propagated globally multiple times. Within the Indian region, three minor arc passages and one major arc passage were identified. In Japan, two minor arc passages and one major arc were present. Conversely, in North America, both minor and major arc passages were detected, occurring a minimum of three times. Moreover, the attributes of these waves, such as their propagation speed and periodicity, were compared across these four regions. The estimated phase speed and periodicity fall within the ranges of approximately 291–314 m/s and 10–180 min, respectively including Polar Regions. These speed and periodicity measurements of the observed waves suggest that the dominant mode of wave propagation generated during the Tonga volcanic eruption is that of Lamb waves. In addition, a slower propagation phase speed of about 226.6 m/s was identified in Japan which corresponds to Pekeris mode of waves.

2022 年 1 月 15 日雄加-通加火山的喷发在全球范围内激发了广泛的大气波浪。为了探测地表变形模式,对哨兵-1 号合成孔径雷达(SAR)数据进行了分析。据估计,与此次事件同时发生形变的总面积约为 2.47 平方公里。为了描述大气波的传播特征,我们研究了分布在全球各地的 1814 个站点的气压数据。这项研究首次利用气压数据研究了气压波在印度和极地等四个地区的传播特征。时间序列观测结果表明,海浪在全球范围内多次传播。在印度地区,发现了三个小弧形通道和一个大弧形通道。在日本,出现了两个小弧形通道和一个大弧形通道。相反,在北美洲,既发现了小弧传,也发现了大弧传,至少出现了三次。此外,还比较了这四个地区的这些波的属性,如传播速度和周期。包括极地区域在内,估计的相速度和周期范围分别约为 291-314 米/秒和 10-180 分钟。这些观测到的波速和周期测量结果表明,汤加火山爆发期间产生的主要波传播方式是兰姆波。此外,在日本还发现了一个较慢的传播相位速度,约为 226.6 米/秒,与 Pekeris 波模式相对应。
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引用次数: 0
On the characterization of Cloud occurrence and its impact on solar radiation in Mbour, Senegal 塞内加尔姆布尔的云层特征及其对太阳辐射的影响
IF 1.8 4区 地球科学 Q3 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-06-21 DOI: 10.1016/j.jastp.2024.106284
Mamadou Simina Dramé , Pape Mbagnick N'Diaye , Serigne Abdoul Aziz Niang , Ismaila Diallo , Astou Sarr , Ahmed Gueye , Demba Ndao Niang

The objective of this study is to evaluate the clouds seasonal occurrence characteristics, and to estimate their impact on solar radiation in Mbour, Senegal, West Africa. Here, we use datasets from various sources including: i) observations from the Clouds and Earth's Radiant Energy System satellite sensors, ii) in situ shortwave radiation measurement obtained from the Mbour station, and iii) the outgoing longwave radiation (OLR) obtained from the National Centers for Environmental Prediction reanalysis data. Results show a marked seasonality, associated with high spatial variation in terms of cloud occurrence over Senegal. The maximum cloud occurrences are observed during the wet summer season (June–October), whilst the minimum cloud occurrences are recorded during the long-dry season from November to May. During the monsoon season the cloud activity becomes more intense with a total cloud cover of about 80%, a cloud optical depth of around 7, and a high convective activity illustrated by a low OLR (below 240 W/m2). Likewise, across Senegal a strong north-south gradient of the cloud characteristics is observed. Based on quantitative comparison between cloud occurrence and radiation measurement, results show an important seasonal impact on available solar potential in Mbour. Conversely to the cloud occurrence, the maximum of both direct normal and global solar potentials is recorded during the dry season, coinciding with the period with clean sky. An investigation of the cloud influence on solar radiation on selected study cases indicates a decrease of 60% (80%) for the total (direct normal) radiation during the peak of the summer monsoon season.

本研究的目的是评估云的季节性出现特征,并估计其对西非塞内加尔姆布尔太阳辐射的影响。在这里,我们使用了各种来源的数据集,包括:i) 云和地球辐射能量系统卫星传感器的观测数据;ii) 姆布尔站的原地短波辐射测量数据;iii) 国家环境预测中心再分析数据中获得的外向长波辐射(OLR)数据。结果表明,塞内加尔上空的云量具有明显的季节性,且空间变化很大。在夏季湿季(6 月至 10 月)云量最多,而在 11 月至 5 月的长旱季云量最少。在季风季节,云层活动更加频繁,总云层覆盖率约为 80%,云层光学深度约为 7,对流活动频繁,OLR 较低(低于 240 W/m2)。同样,在整个塞内加尔,也观察到了强烈的南北梯度云层特征。通过对云层出现情况和辐射测量结果进行定量比较,结果表明季节性因素对姆布尔的可用太阳潜能有重要影响。与云层出现的情况相反,直接正常太阳辐射和全球太阳辐射的最大值出现在旱季,与天空清洁的时期相吻合。对选定研究案例中云层对太阳辐射影响的调查表明,在夏季季风季节的高峰期,总辐射(直接正常辐射)减少了 60%(80%)。
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引用次数: 0
Ionospheric responses to the tropical cyclones from different oceanic basins over the globe 电离层对全球不同大洋盆地热带气旋的响应
IF 1.8 4区 地球科学 Q3 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-06-19 DOI: 10.1016/j.jastp.2024.106270
Arup Patari , Anirban Guha

The perturbations in the ionosphere due to eight tropical cyclones (TCs), namely Iota, Haima, Harold, Willa, Amphan, Gaja, Vadrah and Bulbul, originated and grown in different oceanic basins, are investigated. Total Electron Content (TEC) data, from Global Positioning System (GPS) TEC receiver in operation at Agartala (AGT) or different International GNSS Service (IGS) stations near the cyclone landfall regions, are used in this study. Despite some differences, the ionosphere responds to all tropical cyclones in an almost similar manner. Though the geomagnetic conditions are quiet and there are no perturbations due to any other geophysical phenomena in the active cyclonic storm stage, in all the cases there is a fall in average vertical total electron content (VTEC) deviations below the monthly mean value either on the landfall day or on the following day or even on just previous day. Decrements in Vertical Total Electron Content are found higher for tropical cyclones over North Indian and South Pacific oceanic basins. Recoveries in vertical total electron content values are slower for cyclones over the North Atlantic and North West Pacific basins. Recoveries in vertical total electron content (VTEC) values are slow for tropical cyclones (TCs) over the North Atlantic and North West Pacific basins. But those over other basins are quick. The longer the track of a tropical cyclone (TC), the higher is the reduction in the vertical total electron content (VTEC) value. A negative correlation exists between the maximum sustained surface wind velocities and the total periods of different TCs and also the difference of lowest average differential VTECs with that on the previous day. The observed anomaly in ionospheric responses might be due to the combined effect of TC-inspired gravity waves, ejection of neutral particles from the terminator of a tropical cyclone (TC) and lightning electric fields. To explain the observed results convective activities during TC, with the help of outgoing long wave radiation (OLR) map, are also taken into account. This study provides the primary results regarding regional characteristics and hence a comparative idea for the responses of the ionosphere to different tropical cyclones (TCs) from different geographical positions on the globe, which needs further comprehensive investigation in future.

研究了八个热带气旋(即伊欧塔、海马、哈罗德、威拉、安潘、伽伽、瓦德拉和布尔)对电离层的扰动,这八个热带气旋起源并生长于不同的海洋盆地。本研究使用了在阿加尔塔拉(AGT)运行的全球定位系统(GPS)总电子含量(TEC)接收器或气旋登陆区附近的不同国际全球导航卫星系统服务(IGS)站点提供的数据。尽管存在一些差异,但电离层对所有热带气旋的反应几乎相似。虽然在气旋风暴活跃阶段,地磁条件平静,没有任何其他地球物理现象造成的扰动,但在所有情况下,无论是登陆日还是次日,甚至是前一天,平均垂直电子总含量(VTEC)偏差都低于月平均值。北印度洋和南太平洋海盆上空的热带气旋的垂直总电子含量下降幅度较大。北大西洋和西北太平洋海盆上的气旋的垂直总电子含量值恢复较慢。北大西洋和西北太平洋海盆上空的热带气旋的垂直电子总含量值恢复较慢。但其他海盆上的热带气旋则恢复得很快。热带气旋(TC)的路径越长,垂直电子总含量(VTEC)值的下降幅度就越大。不同热带气旋的最大持续表面风速和总周期之间存在负相关,最低平均差值 VTEC 与前一天的差值也存在负相关。观测到的电离层反应异常可能是由于热带气旋引发的重力波、热带气旋终结者喷射出的中性粒子和闪电电场的共同作用造成的。为了解释热带气旋期间的对流活动,还考虑了外向长波辐射图。这项研究提供了有关区域特征的主要结果,从而为电离层对全球不同地理位置的不同热带气旋(TC)的响应提供了一个比较思路,这需要在未来进行进一步的全面调查。
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引用次数: 0
A methodology for estimating spectral indices to fluctuation measurements of ionospheric parameters 电离层参数波动测量的光谱指数估算方法
IF 1.8 4区 地球科学 Q3 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-06-18 DOI: 10.1016/j.jastp.2024.106273
G. Fornari , F.C. de Meneses , R.R. Rosa , Esfhan A. Kherani , S. Domingos

Spectral analysis is a technique largely used to study scale size regime of ionospheric plasma irregularities based on in situ measurements, notwithstanding the visual representation of power spectral density (PSD) of a signal is often a source of ambiguity during fitting routines and identification of breakpoints. In this work, a method is proposed in order to mitigate the uncertainties inherent to this process. Here, the spectral behavior of time series fluctuations is alternatively investigated using Detrended Fluctuation Analysis (DFA). The DFA algorithm is a scaling analysis procedure widely applied to estimate the detection of long-range correlation without considering apparent short-range ones. Furthermore, the DFA technique is able to remove trends implicit to the signal and to be applied to non-stationary time series. Using in situ measurements of both ionospheric electron density and electric field fluctuations, it was able to analyze plasma bubbles with scales ranging from 1.66 km to 12.4 m. The results show that DFA and PSD routines provide quite similar spectra, but different spectral indices. On the other hand, the spectra revealed steep slopes wrapping the medium scales, a characteristic also detected in other studies. Besides that, the DFA is less noisy than Fourier spectra, which allows a more precise identification of spectral breakpoints.

尽管信号功率谱密度(PSD)的可视化表示在拟合程序和识别断点时往往是模糊不清的来源,但光谱分析是一种主要用于根据现场测量结果研究电离层等离子体不规则性的尺度大小机制的技术。在这项工作中,我们提出了一种方法来减少这一过程中固有的不确定性。在此,我们使用去趋势波动分析法(DFA)来研究时间序列波动的频谱行为。DFA 算法是一种缩放分析程序,广泛应用于估计检测长程相关性,而不考虑明显的短程相关性。此外,DFA 技术还能去除信号中隐含的趋势,并适用于非稳态时间序列。利用对电离层电子密度和电场波动的现场测量,能够分析尺度从 1.66 千米到 12.4 米的等离子气泡。另一方面,光谱显示出包裹中等尺度的陡峭斜坡,这也是其他研究发现的一个特征。此外,与傅立叶光谱相比,DFA 的噪声较小,可以更精确地确定光谱断点。
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引用次数: 0
Long-term oscillations and trends of the mesosphere derived from 60 Years of standard phase-heights measurements over Europe: An update 欧洲上空 60 年标准相位高度测量得出的中间层长期振荡和趋势:更新
IF 1.8 4区 地球科学 Q2 Earth and Planetary Sciences Pub Date : 2024-06-14 DOI: 10.1016/j.jastp.2024.106274
Mani Sivakandan, Dieter H.W. Peters, Günter Entzian

The time series of standard phase-height (SPH) and plasma scale-height (PSH) have been updated from a 60-year long-radio-wave measurement of the broadcasting station Allouis (France, 162 kHz). The signal was received at Kühlungsborn (54° N, 12° E, Mecklenburg, Northern Germany).

The statistical analysis of the SPH series shows a significant overall trend with a decrease of 116 m/decade indicating a subsidence of the long-radio wave reflection height of about 700 m. With consideration of a stratopause altitude trend (-70 m/decade) follows an overall mesospheric shrinking of about 300 m over Western Europe.

As expected the time series of SPH shows in its spectrum dominant modes which are typical for the solar cycle, ENSO and for QBO bands indicating solar and lower atmospheric influences. Solar cycle and ENSO (-QBO)-like band-pass show a growing increase of SPH up to 1987, followed by a decrease afterward. We found a strong reduction in the amplitude of the solar cycle band due to the weak solar cycle 24, but an increase in the ENSO band.

For summer months during solar minimum years, and without stratopause altitude trend, a thickness temperature trend of the mesosphere is significant with a trend value of −0.47 ± 0.43 K/decade. The long-term solar variability and the stratopause altitude trend were excluded to determine a more realistic intrinsic mesospheric thickness temperature trend. The overall cooling of the intrinsic mesospheric temperature during 60 years of observation is in the order of 3 K.

The long-term solar variability including the decreasing maximum of last solar cycle, and the stratopause altitude trend have to be excluded in order to determine an intrinsic mesospheric temperature trend, which may be caused by greenhouse gas increase in the middle atmosphere.

标准相位高度(SPH)和等离子尺度高度(PSH)的时间序列是根据阿卢瓦广播站(法国,162 kHz)60 年的长电波测量结果更新的。对 SPH 序列的统计分析显示,总体趋势显著,每十年下降 116 米,表明长电波反射高度下沉了约 700 米。考虑到平流层顶高度趋势(-70 米/十年),西欧上空的中间层总体上缩小了约 300 米。类似太阳周期和厄尔尼诺/南方涛动(-QBO)的带通显示,直到 1987 年,SPH 都在不断增加,之后则有所减少。我们发现,由于太阳周期24较弱,太阳周期带的振幅明显减小,但厄尔尼诺/南方涛动带的振幅却增大了。在太阳最小年的夏季月份,在没有平流层顶高度趋势的情况下,中间层温度厚度趋势显著,趋势值为-0.47 ± 0.43 K/十年。排除了太阳长期变率和平流层顶高度趋势,以确定更切合实际的中间层固有厚度温度趋势。在 60 年的观测过程中,中间层固有温度的总体降温幅度约为 3 K。为了确定中间层固有温度趋势,必须排除包括上一个太阳周期最大值递减在内的长期太阳变率和平流层顶高度趋势,而中间层固有温度趋势可能是由中层大气温室气体增加引起的。
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引用次数: 0
Empirical models and artificial intelligence for estimating hourly diffuse solar radiation in the state of Alagoas, Northeastern Brazil 用于估算巴西东北部阿拉戈斯州每小时漫射太阳辐射的经验模型和人工智能
IF 1.8 4区 地球科学 Q2 Earth and Planetary Sciences Pub Date : 2024-06-13 DOI: 10.1016/j.jastp.2024.106269
Joana Madeira Krieger , Cicero Manoel dos Santos , Gustavo Bastos Lyra , José Leonaldo de Souza , Ricardo Araujo Ferreira Junior , Anthony Carlos Silva Porfirio , Guilherme Bastos Lyra , Marcel Carvalho Abreu

Diffuse solar irradiation (HD) data are essential for the design and management of photovoltaic solar systems, biosphere-atmosphere modeling, and other applications. However, HD observations are scarce in several locations, especially in tropical regions. Employing hourly diffuse solar irradiation (HDh) and global solar irradiation (HGh) data collected between 2002─2003 and 2007─2008 in Alagoas State, Northeast Brazil, this study assesses various modeling techniques. Empirical models, including third-degree polynomial, logistic, sigmoidal, and rational functions, were compared with AI methods such as artificial neural networks (ANN), support vector machine (SVM), and adaptive neuro-fuzzy inference system (ANFIS). Additionally, it explores how solarimetric and meteorological variables impact the performance of these models. The empirical models showed similar performance in estimating KDh(=HDh/HGh) (r2 > 0.726, modified Willmott – dm > 0.704, and RMSD < 0.103), with the third-degree polynomial model standing out. The empirical models had difficulty estimating KDh for hourly atmospheric transmittance (KTh) > 0.80, which indicated that they are not able to adequately simulate clear sky conditions, mostly due to surface reflections and clouds at the end of the day. ANN (r2 > 0.718, dm > 0.702, and RMSD < 0.105) showed better precision and accuracy of estimates for a greater number of schemes in relation to SVM and ANFIS (r2 > 0.704, dm > 0.699, RMSD < 0.108) and to empirical models. AI methods were able to represent the complexity of these conditions, with overall performance in estimating KDh superior or equivalent to empirical models. This study underscores the significance of exploring diverse methods for HD estimation, demonstrating promising potential for accurate and reliable estimation of hourly diffuse solar irradiation.

漫反射太阳辐照(HD)数据对于光伏太阳能系统的设计和管理、生物圈-大气建模以及其他应用至关重要。然而,在一些地方,尤其是热带地区,太阳漫射观测数据十分匮乏。本研究利用 2002-2003 年至 2007-2008 年期间在巴西东北部阿拉戈斯州收集的每小时漫射太阳辐照(HDh)和全球太阳辐照(HGh)数据,对各种建模技术进行了评估。包括三度多项式函数、对数函数、西格玛函数和有理函数在内的经验模型与人工神经网络(ANN)、支持向量机(SVM)和自适应神经模糊推理系统(ANFIS)等人工智能方法进行了比较。此外,它还探讨了日照和气象变量如何影响这些模型的性能。经验模型在估计 KDh(=HDh/HGh)方面表现出相似的性能(r2 >0.726,修正的 Willmott - dm >0.704,RMSD <0.103),其中三度多项式模型表现突出。经验模型难以估算每小时大气透过率(KTh)为 0.80 的 KDh,这表明它们无法充分模拟晴空条件,这主要是由于地表反射和日终云层造成的。与 SVM 和 ANFIS(r2:0.704,dm:0.699,RMSD:0.108)以及经验模型相比,ANN(r2:0.718,dm:0.702,RMSD:0.105)对更多方案的估计精度和准确度更高。人工智能方法能够表现这些条件的复杂性,在估计 KDh 方面的总体性能优于或等同于经验模型。这项研究强调了探索不同方法进行HD估算的重要性,显示了准确可靠地估算每小时漫射太阳辐照的巨大潜力。
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引用次数: 0
Monitoring the ionospheric conditions during the annular solar eclipse December 2019: A case study 2019 年 12 月日环食期间电离层状况监测:案例研究
IF 1.9 4区 地球科学 Q2 Earth and Planetary Sciences Pub Date : 2024-06-01 DOI: 10.1016/j.jastp.2024.106272
Siti Syukriah Khamdan , Tajul Ariffin Musa , Suhaila M. Buhari , Kornayat Hozumi , Neil Ashcroft , Nashriq Ferdaus Ahmad , Clara Yatini

This study investigates the ionospheric response to the December 26, 2019 annular solar eclipse over the southern tip of the Asia region, focusing on Malaysia, Sumatra, and Singapore. Utilizing data from GPS stations and ionosondes along the eclipse path, variations in Total Electron Content (TEC) and ionospheric foF2 parameters were analysed to assess the eclipse's impact. Results indicate a slight northward depletion of TEC, possibly linked to the Equatorial Ionization Anomaly (EIA), with up to −30% of depletions observed across all sites. Time delays in TEC and foF2 parameter responses suggest the influence of recombination and photochemical processes. Differences in depletion percentages between TEC and foF2 parameters may stem from production rate reductions during the eclipse. Post-sunset enhancements in TEC and foF2 parameters suggest the formation of ionospheric plasma blobs associated with Travelling Ionospheric Disturbances (TIDs) during the eclipse. While consistent with trends observed in prior studies, the study's findings highlight regional variations in ionospheric effects. This study enhances our understanding of ionospheric dynamics during solar eclipses and paves the way for further exploration in this area.

本研究调查了电离层对 2019 年 12 月 26 日亚洲地区南端日环食的响应,重点是马来西亚、苏门答腊和新加坡。利用日食路径沿线全球定位系统站和电离层探测仪的数据,分析了电子总含量(TEC)和电离层 foF2 参数的变化,以评估日食的影响。结果表明,电子总含量(TEC)向北略有损耗,可能与赤道电离异常(EIA)有关,所有站点观测到的损耗高达-30%。TEC 和 foF2 参数响应的时间延迟表明受到了重组和光化学过程的影响。TEC和foF2参数耗损百分比的差异可能是由于日食期间生产率降低造成的。日落后 TEC 和 foF2 参数的增强表明日食期间形成了与电离层扰动(TID)相关的电离层等离子体团。研究结果与先前研究中观察到的趋势一致,但突出了电离层效应的区域差异。这项研究加深了我们对日食期间电离层动态的了解,并为这一领域的进一步探索铺平了道路。
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Journal of Atmospheric and Solar-Terrestrial Physics
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