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Revolutionizing spatial data analysis:unveiling a cutting-edge approach for batch coordinate transformation
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作者 Waruna Buddhika Kumesha Premawansha +4 位作者 Thushara R.Bandara Lakdinu Samaranayake Viraj Dayananda Chameera Mudannayaka Shyama Priyadarshani 《Data Science and Management》 2023年第4期214-226,共13页
Spatial data have become indispensable across various disciplines and provide crucial insights.These data are associated with coordinates and different coordinate systems.However,the diversity of geospatial data forma... Spatial data have become indispensable across various disciplines and provide crucial insights.These data are associated with coordinates and different coordinate systems.However,the diversity of geospatial data formats and disparate coordinate systems present challenges in harmonizing them for analysis.This study addresses the pressing need for an improved approach to the batch transformation of commonly used coordinate systems in Sri Lanka.First,we examine different coordinate transformation systems and identify their limitations.Subsequently,we present a comprehensive procedure for seamless coordinate transformations between various systems.To demonstrate the practical applications of our approach,we have developed a user-friendly desktop application capable of simultaneously converting input coordinates into multiple systems.This application streamlines the process for users unfamiliar with sophisticated geographic information system(GIS)applications and datum transformations.We validate the output coordinates transformed using our application by comparing them with those obtained from established applications such as ArcGIS and epsg.io.The results,which have been assessed based on the root mean squared error(RMSE)and mean absolute error(MAE),indicate high levels of accuracy,with a maximum RMSE of approximately 0.013 and a maximum MAE of approximately 0.008.A performance evaluation reveals that our approach is exceptionally efficient,outperforming ArcGIS and epsg.io by 40x and 60x,respectively.Moreover,the proposed pipeline holds potential as an infrastructure for developing web applications,mobile applications,and plugins for popular GIS platforms such as ArcGIS and QGIS. 展开更多
关键词 Batch coordinate transformation Datum Map projection Navigation satellite systems(GNSS) Coordinate transformation software
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Correlation Between Magnetic Properties and Allotropic Phase Transition of Fe–Co–V Alloy
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作者 Saeed Hasani Ali Shafyei +4 位作者 Morteza Shamanian Peiman Behjati Hossein Mostaan Timu Juuti Jerzy A.Szpunar 《Acta Metallurgica Sinica(English Letters)》 SCIE EI CAS CSCD 2015年第8期1055-1058,共4页
In this study, the allotropic phase transition and its effect on the magnetic behavior of Fe Co–7 wt%V alloy were investigated. It was found that c phase is observed in the microstructure in the as-cast condition, an... In this study, the allotropic phase transition and its effect on the magnetic behavior of Fe Co–7 wt%V alloy were investigated. It was found that c phase is observed in the microstructure in the as-cast condition, and it diminishes after severe cold rolling(90% reduction). After annealing at temperatures higher than 500 up to 750 ℃, the c phase is observed in the structure, again. But, this phase is disappeared by annealing at temperatures above 750 ℃ due to the formation of vanadium-rich precipitates. Thermocalc software was used in order to elucidate the influence of vanadium percent on the stability of c phase in Fe–Co alloys. Also, magnetic studies showed that the saturation induction is reduced by annealing at temperatures from 500 up to 750 ℃, which is related to the formation of residual non-magnetic γ phase. 展开更多
关键词 Fe–Co–V alloy Thermocalc software Magnetic material Phase transformation Electron backscatter diffraction(EBSD)
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