Two-tier classification framework for mapping grassland types using multisource earth observation data by Min Zhang, Wenzheng Yu, Ang Chen, Cong Xu, Jian Guo, Xiaoyu Xing, Dong Yang, Zichao Wang, Xiuchun Yang

“…This framework was structured into two tiers: land cover (LC) classification and grassland-type mapping, with each tier using specific features tailored to its respective objectives. …”
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Integrated Analysis by Geophysical and Spatial Data to Identify the Formation of Kepuhlegundi Hot Spring on Bawean Island by Rafi Muhammad Erfand Dzulfiqar, Fajar M Haris Miftakhul, Ulumuddin Faqih, Purwanto M Singgih

“…Bawean Island was formed due to the geological structure being controlled by the Paleogene-Neogene tectonic line in the Meratus Pattern. …”
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Big data predictions of Seasonal Fluctuations in Marine Traffic (using AIS data) by monitoring idle ships by Liliya Mileva

“…The methods used are SQL queries and Excel functions for data extraction and calculations for data to receive results about seasonality and structural change indexes in five years (2019-2023). …”
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Integrated systems biology and structural approaches to discover novel biomarkers and small molecule inhibitors using the gene expression data from drug-resistant breast cancer cell lines by Suad A. Alghamdi, Mohammed Alissa, Muhammad Suleman

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Numerical Simulation Study on the Response of Ship Engine Room Structure Under Fire Based on Thermo-Mechanical Coupling Model by Yuechao Zhao, Zeya Miao, Shouye Wang, Dihao Ai

“…To precisely assess the post-fire structural integrity of ships, in this study, a thermal–mechanical coupling data interface was created, employing a significant eddy simulation algorithm for fire dynamics and a technique to analyze the structural thermal–mechanical coupling reaction. …”
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The Role of the Electronic Service Desk in Enhancing Structural Capital at Tehran University of Medical Sciences During the COVID-19 Pandemic by Maryam Goodarzi, Mashallah Torabi, Maryam Ahmadi, Hamideh Hamidi, Samira Elmi, Reyhaneh Sadat Karimi, Fatemeh Golmahi, Samira Mortezaie, Parisa Nezari

“…Methods: This qualitative study employed a multi-case research approach. Data were collected through semi-structured interviews with managers and experts in the domains of service desk operations and university education. …”
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Nurses' Performance as a Mediator Between Nurses' Fatigue and Patient Safety Culture: A Structural Equation Model Analysis by Monireh al‐Sadat Mirahmadi Niri, Zahra Khademian, Mozhgan Rivaz

“…The data were analysed via structural equation modelling (SEM). …”
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Associations between structural stigma and earlier pubertal timing persist for 1 year among Black girls and Latinx youth by Rachel M. Martino, Nathan L. Hollinsaid, Natalie L. Colich, Katie A. McLaughlin, Mark L. Hatzenbuehler

“…Using 2 years of Adolescent Brain Cognitive Development Study® data, we examined whether structural stigma (e.g., state-level policies, aggregated prejudicial attitudes) was associated with hormonal and physical markers of pubertal development. …”
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High immunisation coverage but sporadic outbreaks of vaccine-preventable diseases: the structural gaps in vaccination uptake in central highlands, Vietnam by Thanh Ha Nguyen, Thi Phuoc Loan Mai, C. Louise Thwaites, Jennifer Ilo Van Nuil, Mary Chambers

“…We incorporated the SAGE’s public health framework of the vaccine hesitancy matrix and the anthropological concept of structural vulnerability to discern the structural roots of vaccine attitudes and behaviours of the community. …”
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Parcel-scale crop planting structure extraction combining time-series of Sentinel-1 and Sentinel-2 data based on a semantic edge-aware multi-task neural network by Zhiguang Tang, Xiangdong Wang, Qin Jiang, Haizhu Pan, Gang Deng, He Chen, Yuanhong You, Sijia Li, Haiyan Hou

“…Ultimately, a parcel-scale random forest (RF) model was developed to enable accurate crop type classification and spatial delineation of crop planting structures. Results show: 1) SEANet achieves accurate extraction of parcel boundaries, extracting a total of 175,000 parcels, and demonstrates a relative error of 6.98% compared to statistical yearbook data. …”
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Checklist of pioneer benthic taxa found on Autonomous Reef Monitoring Structures (ARMS) in Terra Nova Bay (Ross Sea, Antarctica) by Valentina Cometti, Matteo Cecchetto, Alice Guzzi, Marco Grillo, Nicholas Noli, Simonetta Corsolini, Stefano Schiaparelli

“…This dataset provides essential baseline data on the occurrence and abundance of pioneer benthic communities in this study area, representing an important contribution for understanding the dynamics of benthic pioneer communities in an area where these structures have never been deployed and, in general, for an exposure time that largely exceed the standard one, which is usually of one year only.The 277 occurrences reported here have been classified at the lowest possible taxonomic level and comprise 39 recognised species, 49 genera and 43 families. …”
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Development of the Investment Climate in the Russian Federation against the Background of Political and Economic Sanctions by D. A. Zyukin, E. A. Bolycheva, S. V. Kashirin, A. A. Barannikov, O. N. Goncharenko

“…In the paper used different methods such as intellectual data analysis, statistical analysis methods, data dynamics analysis and general scientific analysis tools. …”
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Depressive and Negative Symptoms in the Early and Established Stages of Schizophrenia: Integrating Structural Brain Alterations, Cognitive Performance, and Plasma Interleukin 6 Lev... by Fabiana Corsi-Zuelli, Gary Donohoe, Siân Lowri Griffiths, Cristina M. Del-Ben, Andrew J. Watson, Tom Burke, Paris A. Lalousis, Declan McKernan, Derek Morris, John Kelly, Colm McDonald, Saahithh R. Patlola, Carmine Pariante, Nicholas M. Barnes, Golam M. Khandaker, John Suckling, Bill Deakin, Rachel Upthegrove, Maria R. Dauvermann

“…Methods: We evaluated whether higher plasma interleukin 6 (IL-6) levels would be associated with more severe negative or depressive symptoms in schizophrenia and explored illness stage utilizing early (BeneMin [Benefit of Minocycline on Negative Symptoms of Psychosis: Extent and Mechanism], n = 201, 72.8% male) and established (iRELATE [Immune Response & Social Cognition in Schizophrenia], n = 94, 67.3% male) schizophrenia cohorts. Using structural equation modeling in a subsample (iRELATE: n = 42, 69.0% male; BeneMin: n = 102, 76.5% male) with data on structural brain metrics (cortical thickness and volume), general cognitive performance, and plasma IL-6 levels, we assessed the interrelationships between these variables on depressive and negative symptom severity in early and established schizophrenia samples combined and in early schizophrenia only. …”
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Mapping Urban Tree Species by Integrating Canopy Height Model with Multi-Temporal Sentinel-2 Data by Yang Yao, Xiaoke Wang, Haiming Qin, Weimin Wang, Weiqi Zhou

“…We compared different models with different combinations of features, with or without the inclusion of CHM data. (3) Results: This study found that integrating VIF-screened seasonal Sentinel-2 spectral data with vegetation indices and structural metrics (Cop_DEM and ZY3_Cop_CHM) yielded an overall accuracy of 89.2%. …”
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The future of digitalized project practices through data-savvy talent: A digital competence formation perspective by Yan Liu, Ningshuang Zeng, Eleni Papadonikolaki, Kirk Maritshane, Paul W. Chan

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Incommensurately modulated structure of Zn4Si2O7(OH)2·H2O at high pressure by Roman Gajda, Wojciech Sławiński, Tomasz Poręba, Jan Parafiniuk, Mohamed Mezouar, Przemysław Dera, Krzysztof Woźniak

“…We report the incommensurately modulated structure described in the (3+1)D space group Pnn2(0, β, 0)000. …”
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The Discovery of Buried Archaeological Structures at Saepinum and the Villa of Neratii (Valley of Tammaro River, Italy) Through Data-Adaptive Probability-Based Electrical Resistivity Tomography Using the Tensorial Acquisition Mode by Andrea Capozzi, Marilena Cozzolino, Federica Fasano, Vincenzo Gentile, Paolo Mauriello

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Integration of airborne gamma-ray spectrometry and remote sensing data for mapping of gold-bearing structures in the Doropo region, Northeastern Côte d’Ivoire (Southern part of West African Craton) by Ziandjêdé Hervé Siagné, Alain Nicaise Kouamelan, Wilfried Digbeu, Tahar Aïfa, N’Guessan Nestor Houssou, Koffi Alexis N’dri, Ouattara Gbele

“…Furthermore, the Landsat 8 OLI data processing highlighted mainly structural trends oriented NW-SE, NE-SW and E-W, which were recognised in the field as fractures, shear zones and faults. …”
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Mechanical behavior and mechanisms of superplastic deformation of aluminum alloys exhibiting the effect of structural superplasticity in solid and in solid−liquid states by В.П. Пойда, А.В. Пойда, Д.Є. Мила

“…The article presents the results of research aimed at summarizing experimental data on the mechanical behavior, structural state and mechanisms of superplastic deformation of aluminum alloys Al-4 wt.% Ge, Al-4.1 wt.% Cu-0,5 wt.% Zr, 1420T, 1933. …”
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Comparison of two methods in determining hearing loss type and hearing loss degree: mobile application coded with artificial neural networks and conditional structures by Ahmet Yasin Disci, Ozlem Konukseven, Rukiye Tanisir Disci

“…In this study, it is aimed to distinguish the types and degrees of hearing loss with loops created by codes written using deep learning methods and conditional structures. Method A data set consisting of 1000 pure tone airway and pure tone bone conduction hearing tests performed in the audiology clinic was prepared for this study. …”
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