A Cloud Vertical Structure Optimization Algorithm Combining FY-4A and DSCOVR Satellite Data by Zhuowen Zheng, Jie Yang, Taotao Lv, Yulu Yi, Zhiyong Lin, Jiaxin Dong, Siwei Li

“…., cloud top height (CTH) and cloud vertical extent (CVE), we propose a multi-source collaborative optimization algorithm. The algorithm synergizes the wide-coverage FY-4A (FengYun-4A) and DSCOVR (Deep Space Climate Observatory) cloud products with high-precision CloudSat vertical profile data and establishes LightGBM-based CTH/CVE optimization models. …”
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Urban ecological environment quality evaluation using deep autoencoder integration of multisource remote sensing data by Shengtang Wang, Weizhen Wang, Feinan Xu

“…To address challenges, we develop a novel deep autoencoder-based framework that integrates multi-source remote sensing data to evaluate UEEQ dynamics systematically and identify its key driving factors. …”
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OpenJUMP HoRAE—A free GIS and toolbox for home‐range analysis by Stefan Steiniger, Andrew J. S. Hunter

“…However, R and adehabitat are command line based, which some may perceive as not very user‐friendly, and provide only a limited set of functions for the analysis of home ranges with environmental geospatial data (e.g., land cover and elevation data). …”
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StatFaRmer: cultivating insights with an advanced R shiny dashboard for digital phenotyping data analysis by Daniil S. Ulyanov, Alana A. Ulyanova, Dmitry Y. Litvinov, Alina A. Kocheshkova, Alexandra Yu. Kroupina, Nadejda M. Syedina, Nadejda M. Syedina, Viktoria S. Voronezhskaya, Viktoria S. Voronezhskaya, Andrey V. Vasilyev, Andrey V. Vasilyev, Gennady I. Karlov, Mikhail G. Divashuk

“…Phenotypic studies usually require determining whether there is a difference in some trait between plants with different genotypes or under different conditions. …”
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Federated Analysis With Differential Privacy in Oncology Research: Longitudinal Observational Study Across Hospital Data Warehouses by Théo Ryffel, Perrine Créquit, Maëlle Baillet, Jason Paumier, Yasmine Marfoq, Olivier Girardot, Thierry Chanet, Ronan Sy, Louise Bayssat, Julien Mazières, Vincent Vuiblet, Julien Ancel, Maxime Dewolf, François Margraff, Camille Bachot, Jacek Chmiel

“…Despite some pioneering work, federated analytics is still not widely used on real-world data, and to our knowledge, no real-world study has yet combined it with other privacy-enhancing techniques such as differential privacy (DP). …”
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Comprehensive Analysis of Bacterial Communities and Microbiological Quality of Frozen Edible Insects by Sasiprapa Krongdang, Nipitpong Sawongta, Jintana Pheepakpraw, Achirawit Ngamsomchat, Sutee Wangtueai, Jittimon Wongsa, Thanya Parametthanuwat, Narin Charoenphun, Thararat Chitov

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DArTSNP based genetic diversity analyses in cassava (Manihote esculenta [Cranz]) genotypes sourced from different regions revealed high level of diversity within population. by Neim Semman Abadura, Abush Tesfaye Abebe, Ismail Yusuf Rabbi, Tewodros Mulualem Beyene, Wosene Gebresellassie Abtew

“…The data were subjected to imputation and filtering for minor allele frequency of 0.01, 0.95 major allele frequency using TASSEL and Beagle. …”
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Improving Forest Above-Ground Biomass Estimation Accuracy Using Multi-Source Remote Sensing and Optimized Least Absolute Shrinkage and Selection Operator Variable Selection Method by Er Wang, Tianbao Huang, Zhi Liu, Lei Bao, Binbing Guo, Zhibo Yu, Zihang Feng, Hongbin Luo, Guanglong Ou

“…Estimation of forest above-ground biomass (AGB) using multi-source remote sensing data is an important method to improve the accuracy of the estimate. …”
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South American species <i>Solanum alandiae</i> Card. and <i>S. okadae</i> Hawkes et Hjerting as potential sources of genes for potato late blight resistance by O. A. Muratova (Fadina), M. P. Beketova, M. A. Kuznetsova, E. V. Rogozina, E. E. Khavkin

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Modeling, Control and Validation of a Three-Phase Single-Stage Photovoltaic System by Eubis Pereira Machado, Adeon Cecílio Pinto, Rodrigo Pereira Ramos, Ricardo Menezes Prates, Jadsonlee da Silva Sá, Joaquim Isídio de Lima, Flávio Bezerra Costa, Damásio Fernandes, Alex Coutinho Pereira

“…The central inverter topology presents some advantages such as simplicity, low cost and high conversion efficiency, being the first option for interfacing photovoltaic mini-generation, whose shading and panel orientation studies are evaluated in the project planning phase. …”
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Tropospheric NO₂: Anthropogenic Influence, Global Trends, Satellite Data, and Machine Learning Application by Valeria Ojeda-Castillo, Mario Alfonso Murillo-Tovar, Leonel Hernández-Mena, Hugo Saldarriaga-Noreña, María Elena Vargas-Amado, Enrique J. Herrera-López, Jesús Díaz

“…Tropospheric NO₂ refers specifically to the vertical column density of NO₂, which is measured by satellites and serves as an indicator of anthropogenic NO₂ sources. This pollutant is frequently assessed using satellite data owing to limitations in local monitoring. …”
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Widely dispersed clonal expansion of multi-fungicide-resistant Aspergillus fumigatus limits genomic epidemiology prospects by Eveline Snelders, Brandi N. Celia-Sanchez, Ymke C. Nederlof, Jianhua Zhang, Hylke H. Kortenbosch, Bas J. Zwaan, Marlou Tehupeiory-Kooreman, Alejandra Giraldo-López, Karin van Dijk, Li Wang, Marin T. Brewer, Michelle Momany, Ben Auxier, Paul E. Verweij

“…The discovery of high genetic diversity and the widespread distribution of some clonal groups challenges current understanding, suggesting that in most cases, tracing the precise source of individual infections will remain extremely difficult, even with increased sampling. …”
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Geospatial Data and Deep Learning Expose ESG Risks to Critical Raw Materials Supply: The Case of Lithium by Christopher J. M. Lawley, Marcus Haynes, Bijal Chudasama, Kathryn Goodenough, Toni Eerola, Artem Golev, Steven E. Zhang, Junhyeok Park, Eleonore Lèbre

“…Our results reveal trade-offs between the sources of lithium, resource size, and spatially situated risks. …”
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The unexploited potential of data systems tracking medicines utilization: an opportunity to improve access to oncology combination therapies by Steven Simoens, David Dodwell, Michael Hartevelt, Peter Lindgren, Peter Lindgren, Michele Pistollato, Lisa Pont, Caridad Pontes, Alexander Roediger, Antun Sablek, Eric Van Ganse, Qinyi Wang, Chris Wenger, Tim Wilsdon, Entela Xoxi, Entela Xoxi, Brian Godman, Brian Godman

“…While viable sources of data exist in most countries, many need improving to fully harness their tracking potential. …”
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Localization of areas of increased vibroactivity by means of the inverse method by Lesław STRYCZNIEWICZ

“…Increased possibilities of parallel acquiring data and transforming them effectively together with the improvement of calculation tools made the inverse methods more important. …”
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Accretion-disk Reflection in the Seyfert 1 Galaxy NGC 3783 as Viewed by Chandra Grating Spectroscopy by A. Danehkar, W. N. Brandt

“…We used hardness-ratio diagrams to distinguish between different spectral states and conducted spectral analysis of all the multiepoch data sets, as well as the source in the observed spectral states. …”
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The Critique of the Book Achaemenid Persian Army by Ebrahim Raiygan

“…In the overall conclusion, the strengths of the syntactic book and the combination of two categories of sources, including classical historical texts as well as archaeological data along with illustrative illustrations. …”
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Personal Name as Anthroponymic Presentation of Person in Karelian Documents of the 15^th-17^th Centuries by I. A. Kyurshunova

“…It is emphasized that some formants are attached to the names of certain social groups of persons (Church officials, Zemstvo officials, women, etc.), as well as territorial, temporary binding of modifiers with certain suffixes to a certain territory and a certain time.…”
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A Study of Spectral Variability Between Flaring and Nonflaring State in M74 X-1 by Aman Upadhyay, Tanuman Ghosh, Vikram Rana

“…We conducted an extensive long-term spectral and timing study of the ultraluminous X-ray (ULX) source M74 X-1, using data taken between 2001 and 2021 by Chandra and XMM-Newton X-ray observatories. …”
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Using historical U.S. copper data to consider future copper recovery from post-consumer electronic waste by Andrea Hicks, Michelle Wagner, Colin Fitzpatrick

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