Beyond surveys: high-resolution mapping of rural wealth in China using satellite and street view imagery by Weipan Xu, Qiumeng Li, Yaofu Huang, Yu Gu, Xun Li

“…Abstract High-precision and wide coverage data on rural household wealth are essential for bridging national-level rural revitalization policies with micro-level rural entities, enabling the precise allocation of public resources. …”
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Strategy of Opening MyRepublic Wi-Fi Provider Area In Purwakarta District Using Moora Method by Meriska Defriani, Mochzen Gito Resmi, Syariful Alam, Dede Irmayanti

“…As the need for internet access in Indonesia increases, determining a strategic location is an important factor for service providers such as MyRepublic to expand Wi-Fi coverage. This study aims to assist the decision-making process using the Multi-Objective Optimization on The Basis of Ratio Analysis (MOORA) method. …”
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First dorsal metacarpal artery islanded flap: A useful flap for reconstruction of thumb pulp defects by Chetan Satish, Sunit Nema

“…It is very important to reconstruct these defects using sensate flaps as the thumb pulp needs to be sensate for implementing the various functions of the thumb. …”
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Spatial heterogeneity of built environment’s impact on urban vitality using multi-source big data and MGWR by Wanshu Wu, Xiangyu Liu, Yang Zhou, Kai Zhao

“…Abstract This study proposes a novel interpretative framework combining multi-source big data with Multiscale Geographically Weighted Regression (MGWR) to examine spatial variations in built environment-vitality relationships. Using multi-source data including LBS big data, Weibo check-in data, Dianping data, Baidu heat map data, POI, Street view image, and so on, we analyzed how four dimensions of environment influence urban vitality across different urban contexts. …”
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Historical roots of parotid pleomorphic adenoma surgery—a bibliometric analysis using a new method by Alvaro Sanabria, Luiz P. Kowalski

“…Abstract Aim The purpose of this study is to use reference publication year spectroscopy (RPYS) to trace the evolution of parotid surgery for pleomorphic adenoma. …”
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Unlocking the bottleneck in forward genetics using whole-genome sequencing and identity by descent to isolate causative mutations. by Katherine R Bull, Andrew J Rimmer, Owen M Siggs, Lisa A Miosge, Carla M Roots, Anselm Enders, Edward M Bertram, Tanya L Crockford, Belinda Whittle, Paul K Potter, Michelle M Simon, Ann-Marie Mallon, Steve D M Brown, Bruce Beutler, Christopher C Goodnow, Gerton Lunter, Richard J Cornall

“…In this strategy, we use a modification of the Lander-Green algorithm to isolate causative recessive and dominant mutations, even at low coverage, on a pure strain background. …”
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Understanding contraceptive switching rationales from real world clinical notes using large language models by Brenda Y. Miao, Christopher Y. K. Williams, Ebenezer Chinedu-Eneh, Travis Zack, Emily Alsentzer, Atul J. Butte, Irene Y. Chen

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Assessing highway slope stability risks using InSAR: a case study in Bijie, China by Liyuan Duan, Hwee San Lim, Sya’rawi Muhammad Husni Mohd Sharoni, Meili Chen, Nana Han, Xuejun Tian

“…Once roads are put into use, regular monitoring of slope and surrounding deformation is vital to prevent disasters. …”
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Optimized Navigation for SLAM Using Marker-Assisted Region Scanning, Path Finding, and Mapping Completion Control by Luigi Maciel Ribeiro, Nadia Nedjah, Paulo Victor Rodrigues de Carvalho

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Comparison of 3DVar and EnSRF Data Assimilation Using Radar Observations for the Analysis and Prediction of an MCS by Shibo Gao, Jinzhong Min

“…Using radar observations, the performances of the ensemble square root filter (EnSRF) and an indirect three-dimensional variational (3DVar) data assimilation method were compared for a mesoscale convective system (MCS) that occurred in the Front Range of the Rocky Mountains, Colorado (USA). …”
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Assessing benthic habitat distribution in Tunda Island, Banten, Indonesia using Sentinel-2A imagery by Fakhrurrozi, Idris, Rizan Ardiansyah Mohammad Bagus, Muttaqin Andik Dwi, Mauludiyah

“…Field data were collected from March 5 to 7, 2024, using the photo transect method to identify key benthic classes. …”
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Reconstruction of Sea Surface Chlorophyll-a Concentration in the Bohai and Yellow Seas Using LSTM Neural Network by Qing Xu, Guiying Yang, Xiaobin Yin, Tong Sun

“…In order to improve the spatiotemporal coverage of satellite Chlorophyll-a (Chl-a) concentration products in marginal seas, a physically constrained deep learning model was established in this work to reconstruct sea surface Chl-a concentration in the Bohai and Yellow Seas using a Long Short-Term Memory (LSTM) neural network. …”
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Spatial Targeting for Bovine Tuberculosis Control: Can the Locations of Infected Cattle Be Used to Find Infected Badgers? by Catherine M Smith, Sara H Downs, Andy Mitchell, Andrew C Hayward, Hannah Fry, Steven C Le Comber

“…Our results showed that both methods required coverage of very large areas to ensure a substantial proportion of infected badgers were removed, and would result in many uninfected badgers being culled. …”
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Using item response theory for the development of a new short form of the Guilford-Zimmerman Temperament Survey by Mohammed Looti, Marwa Abd-Alzim

“…Study 1 involved 850 students who completed the full version of the GZTS. Using the 2-Parameter Logistic (2PL) IRT model, items were selected based on optimal discrimination and difficulty parameters, ensuring comprehensive coverage across all ten GZTS traits. …”
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Using neural networks for near-real-time aerosol retrievals from OMPS Limb Profiler measurements by M. D. Himes, M. D. Himes, M. D. Himes, G. Taha, G. Taha, D. Kahn, T. Zhu, N. A. Kramarova

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CNSW 1.0: Prefectural Reconstruction of China’s Surface Water Resources Using Machine Learning Methods by Qichen Wang, Fubo Zhao, Xi Wang, Wenbo Shi, Yinuo Shan, Qiang Li, Dengfeng Liu, Yiping Wu

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Urban tree species classification using multisource satellite remote sensing data and street view imagery by Shufan Wang, Chun Liu, Shanshan Wei, Hao Tang

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Population-based prevalence of rare diseases in Jeju, Korea: a 2021 analysis using NHIS data by Ki Soo Kang, Jung-Kook Song

“…This study aimed to investigate the prevalence of rare diseases in Jeju using population-based data. We analyzed 2021 data from the customized research database of the National Health Insurance Service (NHIS). …”
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Urban Change Detection in Tirana, Albania (2000–2025) Using Remote Sensing and Open Geospatial Data by L. Haxhiu, B. Aliaj

“…The analysis utilizes freely available Landsat and Sentinel-2 satellite images acquired at multiple intervals, aiming for regular coverage throughout the period. Open data from the Urban Atlas is used to complement the classification and support a more detailed evaluation of land cover change. …”
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Multi-decadal change detection of coastal dune landscapes using different supervised image classification algorithms by Ryan Theodore BENADE, Aune KAMOSHO, Lutobohile Ivonne MAKANDO, Oluibukun Gbenga AJAYI

“…The classification maps revealed notable spatial and temporal changes, including dune displacement, urban encroachment and fluctuations in bare rock coverage. This study addresses the current gap in long-term dune monitoring using advanced classification methods and contributes data-driven insights for conservation planning, environmental management and sustainable land use in Namibia’s coastal areas. …”
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