Journal of Atmospheric and Solar-Terrestrial Physics最新文献

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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
Journal of Atmospheric and Solar-Terrestrial Physics Pub Date : 2024-06-26 DOI: 10.1016/j.jastp.2024.106286
Alok Taori , Arun Suryavanshi , Rounaq Goenka , Degala Venkatesh , G. Srinivasa Rao
{"title":"Inter-comparison of World Wide Lightning Location Network (WWLLN) and Lightning Detection Sensor Network (LDSN) data over India","authors":"Alok Taori ,&nbsp;Arun Suryavanshi ,&nbsp;Rounaq Goenka ,&nbsp;Degala Venkatesh ,&nbsp;G. Srinivasa Rao","doi":"10.1016/j.jastp.2024.106286","DOIUrl":"https://doi.org/10.1016/j.jastp.2024.106286","url":null,"abstract":"<div><p>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.</p></div>","PeriodicalId":15096,"journal":{"name":"Journal of Atmospheric and Solar-Terrestrial Physics","volume":null,"pages":null},"PeriodicalIF":1.8,"publicationDate":"2024-06-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141481756","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
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
Journal of Atmospheric and Solar-Terrestrial Physics Pub Date : 2024-06-26 DOI: 10.1016/j.jastp.2024.106289
Xiaomin Yang, Xixi Wang, Zhaoyi Cai
{"title":"Detecting non-stationarity of precipitation across coastal-terrestrial Virginia","authors":"Xiaomin Yang,&nbsp;Xixi Wang,&nbsp;Zhaoyi Cai","doi":"10.1016/j.jastp.2024.106289","DOIUrl":"https://doi.org/10.1016/j.jastp.2024.106289","url":null,"abstract":"<div><p>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.</p></div>","PeriodicalId":15096,"journal":{"name":"Journal of Atmospheric and Solar-Terrestrial Physics","volume":null,"pages":null},"PeriodicalIF":1.8,"publicationDate":"2024-06-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141540675","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
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
Journal of Atmospheric and Solar-Terrestrial Physics Pub Date : 2024-06-24 DOI: 10.1016/j.jastp.2024.106287
Jayashree Bulusu , Vasundhara Barde , Chinmaya Nayak , G. Vichare , A.P. Dimri
{"title":"Impact of geomagnetic activity on stratosphere and upper troposphere","authors":"Jayashree Bulusu ,&nbsp;Vasundhara Barde ,&nbsp;Chinmaya Nayak ,&nbsp;G. Vichare ,&nbsp;A.P. Dimri","doi":"10.1016/j.jastp.2024.106287","DOIUrl":"https://doi.org/10.1016/j.jastp.2024.106287","url":null,"abstract":"<div><p>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|&gt;1000 nT, Disturbed Storm time index Dst &lt; -150 and polar cap index PC &gt; 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.</p></div>","PeriodicalId":15096,"journal":{"name":"Journal of Atmospheric and Solar-Terrestrial Physics","volume":null,"pages":null},"PeriodicalIF":1.8,"publicationDate":"2024-06-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141481752","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
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
Journal of Atmospheric and Solar-Terrestrial Physics 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
{"title":"Multi-wave characteristics associated with January 15, 2022 Hunga-Tonga volcanic eruption: A global observation","authors":"M.S. Rose ,&nbsp;P.S. Sunil ,&nbsp;A. Sooraj ,&nbsp;A.S. Sunil ,&nbsp;Priyesh Kunnummal ,&nbsp;K. Amal George ,&nbsp;K.K. Ajith ,&nbsp;Dhanya Thomas ,&nbsp;V.K. Mini","doi":"10.1016/j.jastp.2024.106283","DOIUrl":"https://doi.org/10.1016/j.jastp.2024.106283","url":null,"abstract":"<div><p>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.</p></div>","PeriodicalId":15096,"journal":{"name":"Journal of Atmospheric and Solar-Terrestrial Physics","volume":null,"pages":null},"PeriodicalIF":1.8,"publicationDate":"2024-06-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141540631","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
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
Journal of Atmospheric and Solar-Terrestrial Physics 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
{"title":"On the characterization of Cloud occurrence and its impact on solar radiation in Mbour, Senegal","authors":"Mamadou Simina Dramé ,&nbsp;Pape Mbagnick N'Diaye ,&nbsp;Serigne Abdoul Aziz Niang ,&nbsp;Ismaila Diallo ,&nbsp;Astou Sarr ,&nbsp;Ahmed Gueye ,&nbsp;Demba Ndao Niang","doi":"10.1016/j.jastp.2024.106284","DOIUrl":"https://doi.org/10.1016/j.jastp.2024.106284","url":null,"abstract":"<div><p>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/m<sup>2</sup>). 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.</p></div>","PeriodicalId":15096,"journal":{"name":"Journal of Atmospheric and Solar-Terrestrial Physics","volume":null,"pages":null},"PeriodicalIF":1.8,"publicationDate":"2024-06-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141481751","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
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
Journal of Atmospheric and Solar-Terrestrial Physics Pub Date : 2024-06-19 DOI: 10.1016/j.jastp.2024.106270
Arup Patari , Anirban Guha
{"title":"Ionospheric responses to the tropical cyclones from different oceanic basins over the globe","authors":"Arup Patari ,&nbsp;Anirban Guha","doi":"10.1016/j.jastp.2024.106270","DOIUrl":"https://doi.org/10.1016/j.jastp.2024.106270","url":null,"abstract":"<div><p>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.</p></div>","PeriodicalId":15096,"journal":{"name":"Journal of Atmospheric and Solar-Terrestrial Physics","volume":null,"pages":null},"PeriodicalIF":1.8,"publicationDate":"2024-06-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141481757","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
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
Journal of Atmospheric and Solar-Terrestrial Physics 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
{"title":"A methodology for estimating spectral indices to fluctuation measurements of ionospheric parameters","authors":"G. Fornari ,&nbsp;F.C. de Meneses ,&nbsp;R.R. Rosa ,&nbsp;Esfhan A. Kherani ,&nbsp;S. Domingos","doi":"10.1016/j.jastp.2024.106273","DOIUrl":"https://doi.org/10.1016/j.jastp.2024.106273","url":null,"abstract":"<div><p>Spectral analysis is a technique largely used to study scale size regime of ionospheric plasma irregularities based on <em>in situ</em> 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 <em>in situ</em> 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.</p></div>","PeriodicalId":15096,"journal":{"name":"Journal of Atmospheric and Solar-Terrestrial Physics","volume":null,"pages":null},"PeriodicalIF":1.8,"publicationDate":"2024-06-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141481754","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
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
Journal of Atmospheric and Solar-Terrestrial Physics Pub Date : 2024-06-14 DOI: 10.1016/j.jastp.2024.106274
Mani Sivakandan, Dieter H.W. Peters, Günter Entzian
{"title":"Long-term oscillations and trends of the mesosphere derived from 60 Years of standard phase-heights measurements over Europe: An update","authors":"Mani Sivakandan,&nbsp;Dieter H.W. Peters,&nbsp;Günter Entzian","doi":"10.1016/j.jastp.2024.106274","DOIUrl":"10.1016/j.jastp.2024.106274","url":null,"abstract":"<div><p>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).</p><p>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.</p><p>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.</p><p>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.</p><p>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.</p></div>","PeriodicalId":15096,"journal":{"name":"Journal of Atmospheric and Solar-Terrestrial Physics","volume":null,"pages":null},"PeriodicalIF":1.8,"publicationDate":"2024-06-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S1364682624001020/pdfft?md5=f9a3fe6ce245a7e4dd4aac2d5748c9fc&pid=1-s2.0-S1364682624001020-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141410342","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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
Journal of Atmospheric and Solar-Terrestrial Physics 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
{"title":"Empirical models and artificial intelligence for estimating hourly diffuse solar radiation in the state of Alagoas, Northeastern Brazil","authors":"Joana Madeira Krieger ,&nbsp;Cicero Manoel dos Santos ,&nbsp;Gustavo Bastos Lyra ,&nbsp;José Leonaldo de Souza ,&nbsp;Ricardo Araujo Ferreira Junior ,&nbsp;Anthony Carlos Silva Porfirio ,&nbsp;Guilherme Bastos Lyra ,&nbsp;Marcel Carvalho Abreu","doi":"10.1016/j.jastp.2024.106269","DOIUrl":"10.1016/j.jastp.2024.106269","url":null,"abstract":"<div><p>Diffuse solar irradiation (H<sub>D</sub>) data are essential for the design and management of photovoltaic solar systems, biosphere-atmosphere modeling, and other applications. However, H<sub>D</sub> observations are scarce in several locations, especially in tropical regions. Employing hourly diffuse solar irradiation (<span><math><msubsup><mi>H</mi><mi>D</mi><mi>h</mi></msubsup></math></span>) and global solar irradiation (<span><math><msubsup><mi>H</mi><mi>G</mi><mi>h</mi></msubsup></math></span>) 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 <span><math><mspace></mspace><msubsup><mi>K</mi><mi>D</mi><mi>h</mi></msubsup><mspace></mspace><mo>(</mo><mo>=</mo><mspace></mspace><msubsup><mi>H</mi><mi>D</mi><mi>h</mi></msubsup><mspace></mspace><mo>/</mo><mspace></mspace><msubsup><mi>H</mi><mi>G</mi><mi>h</mi></msubsup><mo>)</mo><mspace></mspace><mspace></mspace></math></span> (r<sup>2</sup> &gt; 0.726, modified Willmott – d<sub>m</sub> &gt; 0.704, and RMSD &lt; 0.103), with the third-degree polynomial model standing out. The empirical models had difficulty estimating <span><math><mrow><msubsup><mi>K</mi><mi>D</mi><mi>h</mi></msubsup></mrow></math></span> for hourly atmospheric transmittance <span><math><mo>(</mo><msubsup><mi>K</mi><mi>T</mi><mi>h</mi></msubsup><mo>)</mo></math></span> &gt; 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 (r<sup>2</sup> &gt; 0.718, d<sub>m</sub> &gt; 0.702, and RMSD &lt; 0.105) showed better precision and accuracy of estimates for a greater number of schemes in relation to SVM and ANFIS (r<sup>2</sup> &gt; 0.704, d<sub>m</sub> &gt; 0.699, RMSD &lt; 0.108) and to empirical models. AI methods were able to represent the complexity of these conditions, with overall performance in estimating <span><math><mrow><msubsup><mi>K</mi><mi>D</mi><mi>h</mi></msubsup></mrow></math></span> superior or equivalent to empirical models. This study underscores the significance of exploring diverse methods for H<sub>D</sub> estimation, demonstrating promising potential for accurate and reliable estimation of hourly diffuse solar irradiation.</p></div>","PeriodicalId":15096,"journal":{"name":"Journal of Atmospheric and Solar-Terrestrial Physics","volume":null,"pages":null},"PeriodicalIF":1.8,"publicationDate":"2024-06-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141412686","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 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
Journal of Atmospheric and Solar-Terrestrial Physics 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
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