{"title":"Scalable and automated soil erosion assessment using Google Earth Engine: integrating RUSLE and SDR for cloud-based modeling","authors":"Oumayma Bassairate, Mohamed Chikhaoui, Mustapha Naimi, Chakir Achahboun","doi":"10.1007/s12517-025-12307-0","DOIUrl":"10.1007/s12517-025-12307-0","url":null,"abstract":"<div><p>This study presents a cloud-based framework for the large-scale assessment of soil erosion using the Revised Universal Soil Loss Equation (RUSLE) and the sediment delivery ratio (SDR) in Google Earth Engine (GEE). The Soil and Water Conservation (SWC) Observatory platform automates the mapping of erosion and sediment yield, which has been validated in Moroccan watersheds (<i>R</i><sup>2</sup> = 0.89). The GEE implementation outperforms conventional GIS methods through enhanced computational efficiency and global dataset integration. Adaptable RUSLE parameters enable worldwide application across diverse climates. The SWC Observatory facilitates real-time scenario analysis for informed land management decisions. This approach provides open-access tools for erosion prediction, particularly valuable in data-scarce regions. The framework advances sustainable land management through replicable, precise assessment methodologies.</p></div>","PeriodicalId":476,"journal":{"name":"Arabian Journal of Geosciences","volume":"18 9","pages":""},"PeriodicalIF":1.827,"publicationDate":"2025-08-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145161489","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Evaluating the robustness of IMD gridded data of temperature and rainfall with/without statistical bias correction techniques","authors":"Agatambidi Bala Krishna, Prabhjyot-Kaur, Samanpreet Kaur, Sandeep Singh Sandhu","doi":"10.1007/s12517-025-12303-4","DOIUrl":"10.1007/s12517-025-12303-4","url":null,"abstract":"<div><p>The present study was conducted to assess the accuracy of interpolated climate data generated by the India Meteorological Department for Punjab. The temperature data was bias-corrected with three and rainfall with six techniques. The 21-year (2000–2020) data was divided into two periods; i.e. 2000–2010 data was used for computing correction factors, and the remaining period data was used for validation by comparing with the ground station actual datasets. In temperature parameters, the CF<sub>x</sub> (change factor daily basis) technique outperformed the SSBC<sub>x</sub> (simple seasonal bias correction) and BC<sub>x</sub> (bias correction daily basis) and showed excellent estimates similar to observed data. In the case of rainfall parameters, the CDF (cumulative distribution function) plots and KS (Kolmogorov–Smirnov) tests revealed no significant distribution differences across all locations before and after bias correction, except QMLC<sub>x</sub> (quantile mapping linear correction) and QMPC<sub>x</sub> (quantile mapping second-order polynomial correction) which added biases after bias correction. Amongst the six techniques evaluated for rainfall, the QM<sub>x</sub> (basic quantile mapping) method reduces biases compared to raw rainfall data. We, therefore, recommend the direct usage of IMD raw gridded data for rainfall and bias-corrected data for temperature for climate change impact analysis for use in agricultural planning.</p></div>","PeriodicalId":476,"journal":{"name":"Arabian Journal of Geosciences","volume":"18 9","pages":""},"PeriodicalIF":1.827,"publicationDate":"2025-08-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145161492","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Gloria Ogochukwu Otosigbo, Olugbenga Ajayi Ehinola, Murray K. Gingras, Gordian C. Obi, Ogechi C. Ekwenye, Oluwakemi O. Efemena, Emeke J. Okudibie
{"title":"Sedimentology and relative sea level changes recorded in the Cretaceous Abeokuta Group, offshore Eastern Dahomey Basin, Nigeria: a core-based study","authors":"Gloria Ogochukwu Otosigbo, Olugbenga Ajayi Ehinola, Murray K. Gingras, Gordian C. Obi, Ogechi C. Ekwenye, Oluwakemi O. Efemena, Emeke J. Okudibie","doi":"10.1007/s12517-025-12290-6","DOIUrl":"10.1007/s12517-025-12290-6","url":null,"abstract":"<div><p>The stratigraphy and depositional environment of Cretaceous to Paleocene sediments in the Nigerian sector of the Dahomey Basin remain contentious due to limited outcrops and boreholes. Previous knowledge of the lithofacies of older sediments in the onshore portion was largely inferred from geophysical exploration, while the sedimentology and depositional setting of the offshore section have not been documented in the literature. This study investigates the sedimentary facies and depositional environments of the sediments from the offshore Eastern Dahomey Basin, Nigeria, using core samples from well DN (depth: 2096–2150 m). Record of the vertical succession reveals lithologic characteristics such as channelized sandstone units, sand/heterolithic interbeds, varying sand/silt/mud heterolithic capturing alternations of bioturbated and non-bioturbated intervals, several <i>Glossifungites</i> demarcated discontinuity surfaces, and occasional fossiliferous sandstone. Many of the units/facies are recurrent, defined by sedimentary structures such as wavy, laser, lenticular, bidirectional beddings, cross bedding, consistent mud laminae and mud-rapes, coalified detritals, reactivation surfaces, and inclined heterolithic stratification. Six facies associations typical of ancient estuary-barrier mouth sediments were delineated, including fluvial channel, tidally influenced fluvial channel, intertidal flats, tidal sand bars, estuarine embayment, and shoreface. From the depth, 2150 to about 2114.5 m, the cores exhibit characteristics of a tide-dominated estuary bearing several transgressive surfaces of erosion; in contrast, 2114.5 to 2096 m corresponds to a regressive package of wave-dominated shoreface complex, characterized by initial predominance of suspension feeding structures at the lower shoreface and a generalized shallowing-upward succession. Trace fossil analysis reveals recurrent <i>Skolithos</i> and <i>Cruziana</i> assemblages, suggesting a brackish setting. The recurrence of <i>Glossifungites</i> ichnofacies helps identify surfaces of erosion/transgression and other stratigraphic surfaces which further strengthen an estuary setting for sediments. Abeokuta Group is a macrotidal estuary, and our findings suggest that Ise Formation represents a fluvial region, the Afowo Formation is a tide-dominated estuary, and Araromi Formation is the wave-dominated shoreface. This study provides new insights into the sedimentological evolution of the Abeokuta Group in the offshore Eastern Dahomey Basin.</p></div>","PeriodicalId":476,"journal":{"name":"Arabian Journal of Geosciences","volume":"18 8","pages":""},"PeriodicalIF":1.827,"publicationDate":"2025-08-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145160742","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Investigating the characterization of sandy soils from different places in Kashmir, J & K","authors":"Abdul Hanan Bashir Zargar, Mohammad Yousuf Shah","doi":"10.1007/s12517-025-12304-3","DOIUrl":"10.1007/s12517-025-12304-3","url":null,"abstract":"<div><p>This study delves into the comprehensive analysis of sand samples sourced from various mineralogical origins within the Kashmir region. Five distinct sand samples—Sumbal Sonewari sand soil, Kitchpora Wuyul 1 sand soil, Kitchpora Wuyul 2 sand soil, Preng sand soil, and Sumbal Sonmarg sand soil—were selected for examination. The primary objective is to elucidate fundamental characteristics crucial for understanding sand’s utility as a primary construction material in Kashmir. Experimental procedures, adhering to standard protocols, were conducted in the laboratory. Specific gravity measurement followed IS 2720-Part 3, water absorption testing adhered to IS: 3495, and sieve analysis complied with IS code 2386. Grain size distributions were evaluated through wet mechanical analysis, categorizing the samples as “poorly graded sand.” Additionally, mineralogical properties were scrutinized employing X-ray fluorescence and FE-SEM techniques to unveil the influence of mineralogy on physical attributes. Results indicate that Preng sand soil exhibited the highest specific gravity (2.62), while Kitchpora Wuyul 1 had the lowest (2.49). Water absorption tests revealed significant variation, with Sumbal Sonmarg (4.28%) and Kitchpora Wuyul 2 (4.09%) showing the highest rates, whereas Sumbal Sonewari (0.57%) and Preng (0.9%) exhibited the lowest. Gradation analysis classified all samples as poorly graded sand, requiring additional treatment for improved suitability in construction. These findings underscore the imperative need for reinforcement measures in utilizing such sand in construction endeavors to ensure structural integrity and durability. This research contributes valuable insights into optimizing the selection and application of sand resources in construction projects within the Kashmir region, enhancing sustainability and efficacy in infrastructure development.\u0000</p></div>","PeriodicalId":476,"journal":{"name":"Arabian Journal of Geosciences","volume":"18 8","pages":""},"PeriodicalIF":1.827,"publicationDate":"2025-07-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145170231","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Amjad Aliewi, Muhammad Al Rashed, Dalal Sadeqi, Harish Bhandary, Ahmed Sefelnasr, Mohsen Sherif, Ahmed Murad, Dalal Alshamsi, Abdel Azim Ebraheem
{"title":"Evaluating water supply and demand growth in the Gulf Cooperation Council countries: projections and policy implications for sustainable water resources management","authors":"Amjad Aliewi, Muhammad Al Rashed, Dalal Sadeqi, Harish Bhandary, Ahmed Sefelnasr, Mohsen Sherif, Ahmed Murad, Dalal Alshamsi, Abdel Azim Ebraheem","doi":"10.1007/s12517-025-12298-y","DOIUrl":"10.1007/s12517-025-12298-y","url":null,"abstract":"<div><p>The Gulf Cooperation Council (GCC) countries face severe water scarcity due to rapid population growth, urbanization, and unsustainable agricultural practices, creating an imbalance between water supply and demand. This study examines projected growth in water demand and supply over the next decade and its economic and environmental costs to inform policy development. Trends in water use were analyzed based on available data from 2010, with future projections extending to 2035 using the Water Evaluation and Planning (WEAP) model. The study revealed that the GCC’s water consumption averaged 463 cubic meters per capita annually, with 76% used in agriculture, 19% in domestic use, and 5% in industry. Variations in growth rates across countries indicate a need for balanced water management policies. Reducing water demand growth to 1–2%, combined with controlled desalination, groundwater extraction, and treated wastewater reuse, could mitigate future shortages. Virtual water trade and demand management measures are proposed to enhance efficiency. The study estimates that adjusting water demand and supply growth rates could reduce CO<sub>2</sub> emissions by 1.645 million tons in 2024 and 31 million tons by 2035.\u0000</p></div>","PeriodicalId":476,"journal":{"name":"Arabian Journal of Geosciences","volume":"18 8","pages":""},"PeriodicalIF":1.827,"publicationDate":"2025-07-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145170258","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Lukman Musa Adamu, Nuhu George Obaje, Adejimi James Adeoye, Razaq Gboyega Oladimeji
{"title":"Litho-structural–depth interpretation of high-resolution aeromagnetic, radiometric, and field data over Akiri area, Central Benue Trough, Nigeria: implications for hydrocarbon prospectivity","authors":"Lukman Musa Adamu, Nuhu George Obaje, Adejimi James Adeoye, Razaq Gboyega Oladimeji","doi":"10.1007/s12517-025-12293-3","DOIUrl":"10.1007/s12517-025-12293-3","url":null,"abstract":"<div><p>Nigeria’s renewed efforts to increase its declining reserves by exploring oil and gas resources in Cretaceous sedimentary basins have led to the necessity to reevaluate hydrocarbon potentials in the Central Benue Trough. This study uses field data sets, satellite-based observations, organic geochemistry, aeroradiometric data, and aeromagnetic data to look at intrasedimentary volcanic formations and detailed aeromagnetic and radiometric data in the Akiri region of the Central Benue Trough. We apply various enhancement methodologies to chart the structural and stratigraphic layout of the basement and enhance depth delineation, extending from 55.17 m to approximately 6735 m. Among these techniques for improving things are the first vertical derivative, analytic signal, source parameter imaging, Euler deconvolution, 2D power spectrum, center for exploration targeting (grid and porphyry), ratio maps, ternary maps, percentage potassium (%K), percentage thorium (eTh), and radiometric analyses. The results show six lithological units, several magmatic intrusions, and undulating and highly faulted basement surfaces with horst and graben structures. We determine shale to be the principal source rock for hydrocarbon maturation. The Central Benue Trough’s center region has a higher potential for hydrocarbon occurrence. However, further geophysical (seismic and well) studies are necessary to accurately locate and evaluate possible hydrocarbon reserves. Field and organic geochemical validation confirm the existence of important mapped structures. This gives more evidence that oil and gas could be extracted from the coal and shale formations.</p></div>","PeriodicalId":476,"journal":{"name":"Arabian Journal of Geosciences","volume":"18 8","pages":""},"PeriodicalIF":1.827,"publicationDate":"2025-07-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145168339","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Leonid Ignacio Márquez-García, David Alberto Salas-de-León, Gilberto Exposito-Díaz
{"title":"Determination of suspended sediment concentration in the Grijalva-Usumacinta River System, Southern Gulf of Mexico","authors":"Leonid Ignacio Márquez-García, David Alberto Salas-de-León, Gilberto Exposito-Díaz","doi":"10.1007/s12517-025-12292-4","DOIUrl":"10.1007/s12517-025-12292-4","url":null,"abstract":"<div><p>In this study, suspended sediment concentrations in the Grijalva-Usumacinta River System (GURS), southern Gulf of Mexico, were obtained using records of acoustic Doppler current profiler (ADCP) backscatter, current speed, and suspended solid concentrations (SSC) of water samples collected throughout a tidal cycle in October 2010 and September and November 2011. A model was obtained using linear regression statistical analysis to estimate the SSC using backscatter values. The results indicate that the estimated average concentrations of SSC were 0.13 g L<sup>−1</sup>. The tidal regime governs the current velocities near the mouth of the river and the SSCs. The average flow of the Grijalva-Usumacinta River is 5136 m<sup>3</sup> s<sup>−1</sup>, transporting a sediment load of 214.1 <span>(times)</span> 10<sup>3</sup> to 1467.2 <span>(times)</span> 10<sup>3</sup> m<sup>3</sup> month<sup>−1</sup>. The sediment was predominantly silt and clay comprising terrigenous inorganic matter. A highly dynamic mouth bar is generated by suspended sediment transport.\u0000</p></div>","PeriodicalId":476,"journal":{"name":"Arabian Journal of Geosciences","volume":"18 8","pages":""},"PeriodicalIF":1.827,"publicationDate":"2025-07-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s12517-025-12292-4.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145167674","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Amaury de Souza, Raquel Soares Casaes Nunes, Deniz Özonur, José Francisco de Oliveira-Júnior, Ivana Pobocikova, Marcel Carvalho Abreu, Elias Silva de Medeiros
{"title":"Statistical modeling of global solar radiation in East and Northeast Brazil","authors":"Amaury de Souza, Raquel Soares Casaes Nunes, Deniz Özonur, José Francisco de Oliveira-Júnior, Ivana Pobocikova, Marcel Carvalho Abreu, Elias Silva de Medeiros","doi":"10.1007/s12517-025-12281-7","DOIUrl":"10.1007/s12517-025-12281-7","url":null,"abstract":"<div><p>This aim of the study was to model monthly mean global solar radiation (KJ m<sup>−2</sup>) using hourly data from six locations in the State of Alagoas, located in eastern northeastern Brazil (ENEB). Seven probability distribution function (PDF) models were fitted and evaluated based on statistical indicators such as deviation from means (KJ m<sup>−2</sup>), root mean square deviation (RMSE, KJ m<sup>−2</sup>), mean absolute error (MAE, KJ m<sup>−2</sup>), and coefficient of determination (<i>R</i><sup>2</sup>). The hourly data were collected between 2008 and 2016 from INMET’s automatic meteorological stations (EMA) in the coast (three), agreste (2), and sertão (1) climatic mesoregions. The best adjustments of the PDF were GEV (Arapiraca, Pão de Açúcar, and Palmeira dos Índios), Logistic (São Luiz do Quitunde), and EV (Maceió). These adjusted PDFs are essential for better assessing the variability of global solar radiation in the ENEB and for future use of solar energy as an energy matrix in the region, which has the worst socioeconomic indicators and high social vulnerability.</p></div>","PeriodicalId":476,"journal":{"name":"Arabian Journal of Geosciences","volume":"18 8","pages":""},"PeriodicalIF":1.827,"publicationDate":"2025-07-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145166078","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Leveraging artificial intelligence for water optimisation in upstream oil and gas energy operations","authors":"John Castagnoli, Mohamed Amish","doi":"10.1007/s12517-025-12289-z","DOIUrl":"10.1007/s12517-025-12289-z","url":null,"abstract":"<div><p>Water scarcity and climate change are significant challenges for sustainable water management worldwide. Factors such as population growth, industrial development, and unsustainable practices are increasing water demand. The upstream oil and gas energy industry faces water management challenges, including sourcing, treating, transporting, and disposing of water while meeting Environmental, Social, and Governance (ESG) requirements. This study introduces the Water Usage Efficiency Index (WUEI) using artificial intelligence in Python, a novel quantitative framework aligned with UN Sustainable Development Goals. The WUEI assesses water management in upstream energy operations by analysing water intensity, source sustainability, and temporal variability. Data from the Alberta Energy Regulator and oil sands operators are used to evaluate operational efficiency and water recycling rates from 2013 to 2022. WUEI scores range from 0.624 to 2.130, highlighting areas for improvement and guiding water management strategies. This standardised approach supports ESG objectives and promotes industry best practices. The research offers a practical, AI-enhanced method for evaluating water efficiency in the oil and gas sector, contributing to sustainable water management and ESG goals. Collaboration among academia, industry, and policymakers is essential for the widespread adoption of the WUEI framework.</p></div>","PeriodicalId":476,"journal":{"name":"Arabian Journal of Geosciences","volume":"18 8","pages":""},"PeriodicalIF":1.827,"publicationDate":"2025-07-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s12517-025-12289-z.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145163751","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Role of monsoonal changes in surface hydrography of the northwest Arabian Sea during the past 145 ka","authors":"Vishwesh Kumar Pathak, Ajai Kumar Rai, Ashish Kharwar, Siddhartha Sankar Das","doi":"10.1007/s12517-025-12291-5","DOIUrl":"10.1007/s12517-025-12291-5","url":null,"abstract":"<div><p>This paper is primarily based on planktic foraminiferal census data from the past ~ 145 ka in the northwest Arabian Sea (ODP Holes 722B and 723A) to better understand surface water hydrographic changes. The temporal distribution of faunal records largely reflects both glacial-interglacial and millennial-scale changes in surface productivity in response to the monsoonal variations. The distinctive planktic foraminiferal assemblages reflect higher surface productivity resulting from intense southwest (SW) monsoon upwelling during interglacial MIS 1 and MIS 5 in both- coastal and open-ocean waters of the northwest Arabian Sea. Whereas the effect of the SW monsoon during MIS 3 was limited and contributed to the upwelling and surface productivity only in the coastal region. We also recorded the millennial-scale climate variability in the northwest Arabian Sea, which is closely linked with the extreme cold Younger Dryas (YD) event and several North Atlantic Heinrich (H) events. This explains the strong teleconnection between North Atlantic cold events and the reduced intensity of the southwest monsoon, resulting in a characteristic decline in surface productivity of the Arabian Sea. Furthermore, the spectral analysis of some faunal records allowed us to identify a Milankovitch and three sub-Milankovitch periodicities, which are both precession-driven and the harmonic progression of the precessional cycle, indicating that the high-resolution variabilities in surface productivity due to changing monsoonal strength are primarily governed by orbital forcing. The increased fragmentation of foraminiferal tests during interglacial intervals at deeper hole 722B (below OMZ) reflects increased carbonate dissolution, which could be caused by additional CO<sub>2</sub> release during the remineralization of a higher amount of organic matter.\u0000</p></div>","PeriodicalId":476,"journal":{"name":"Arabian Journal of Geosciences","volume":"18 8","pages":""},"PeriodicalIF":1.827,"publicationDate":"2025-07-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145163029","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}