STWANet: Spatio-Temporal Wavelet Attention Aggregation Network for Remote Sensing Change Detection by Xiaoyang Zhang, Kaihui Dong, Dapeng Cheng, Zhen Hua, Jinjiang Li

“…We introduce the spatio-temporal differential self-attention module to extract the spatio-temporal difference information between two multiscale temporal features, and the introduction of the self-Attention mechanism is able to focus on the regions with the most significant changes in the multiscale feature maps. …”
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Extracellular proteome of Trichoderma harzianum to identify proteins with biotechnological value by Ambrosino P, Scala V, Marra R, Vinale F, Soriente I, Ferraioli S, Carbone V, Ruocco M, Woo S L, Lorito M

“…Sample preparation remains the most critical step in analyses based on two-dimensional gel electrophoresis (2-DE), and it requires to be optimized for each specific application. …”
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When buildings become barriers: assessing the impact of building height on the equality of emergency medical services accessibility—a dual-trip study in Wuhan, China by Weicong Luo, Yuanyuan Zhu, Zihan Yang, Fei Wang, Yue Wang

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BCTDNet: Building Change-Type Detection Networks with the Segment Anything Model in Remote Sensing Images by Wei Zhang, Jinsong Li, Shuaipeng Wang, Jianhua Wan

“…Furthermore, we develop a change-aware attribute decoder that integrates building semantics into the change detection process via an extraction decoding network. Subsequently, an attribute-aware strategy is adopted to explicitly generate distinct maps for newly constructed and demolished buildings, thereby establishing clear temporal relationships among different change types. …”
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Study of the Urban Street and Road Network for the Possibility of Allocating Lanes for Passenger Transport by Aleksey A. Tsarikov

“…As a result of the research carried out, it can be concluded that in most Russian cities, the share of the street and road network on which it is possible to organize separate lanes for public passenger transport is slightly higher than the length of traffic jams. …”
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An Efficient Hybrid 3D Computer-Aided Cephalometric Analysis for Lateral Cephalometric and Cone-Beam Computed Tomography (CBCT) Systems by Laurine A. Ashame, Sherin M. Youssef, Mazen Nabil Elagamy, Sahar M. El-Sheikh

“…Moreover, this study integrates the Grad-CAM (Gradient-Weighted Class Activation Mapping) technique to generate heat maps, providing transparent visualization of the regions the model focuses on during its decision-making process. …”
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MODELOS MATEMÁTICOS APLICADOS À PREVISÃO DE ESCORREGAMENTOS TRANSLACIONAIS RASOS: Exemplos em Áreas Naturais e de Risco by Fabrizio de Luiz Rosito Listo

“…MATHEMATICAL MODELS APPLIED TO THE FORECAST OF SHALLOW TRANSLATIONAL LANDSLIDES: Examples from Natural and Risk-Prone Areas ABSTRACT One of the methods used to predict shallow translational landslides susceptible areas are the mathematical models on physical bases that physically describe the processes by means of mathematical equations. Thus, the objective of this work is to present the theoretical basis, methodological procedures, main limitations and two applications of the most commonly used mathematical models, SHALSTAB and TRIGRS. …”
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Research on Landscape Perception of Urban Parks Based on User-Generated Data by Wei Ren, Kaiyuan Zhan, Zhu Chen, Xin-Chen Hong

“…For in-depth analysis of comment texts and making relevant heat maps. Secondly, the process of clauses was added to get a more accurate representation of the sentiment of things based on the LSTM sentiment analysis model. …”
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Clients Purchasing Tendency Community Classification in E-Commerce Scenario: Multi-Feature Search for Densely Distributed Clients in Huge Network by Mingyuan Li, Chun-Ming Yang, Yi-Wei Kao

“…A geometric feature selection process refines these attributes, ensuring that only the most informative factors are retained. …”
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AEROMAGNETIC STUDY OF KALTUNGO-173, GUYOK-174, LAU-194 AND DONG-195 IN UPPER BENUE TROUGH NIGERIA FOR MINERALIZATION POTENTIALS by Abdullateef A. Haruna, Olatunji S. Ayanninuola, Charles O. Ofoegbu, Etim D. Uko

“…This study focuses on the exploration of mineralization potentials in Kaltungo-173, Guyok-174, Lau-194 and Dong-195 in the Upper Benue Trough, Nigeria, using high-resolution aeromagnetic data obtained at an altitude of 100m along a flight line spacing of 500m oriented in NW-SE and a tie line spacing of 2000m. The maps generated are on a scale of 1:100,000 and half-degree sheets contoured mostly at 10nT intervals. …”
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Algorithmic Support for Environmental Impact Assessment of Road Transport Infrastructure on Atmospheric Air in Urban Areas by N. I. Kurakina, R. A. Myshko, R. A. Burdin, N. F. Denissova

“…The developed software and algorithmic support can serve as the basis for development of a digital air pollution map. This map can be used when managing problems of urban planning and improving urban environment comfort as part of St Petersburg’s strategic development program. …”
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Distinction between concepts of “structural-functional-parametric model” and “parametric model” of information knowledge objects by E. N. Kolybenko

“…Fundamentally important problems of the structure mapping and transformation, functions and parameters of various properties in the systems of information knowledge objects organization, as well as functionally different parameters in the management processes of transformations of material objects, are considered. …”
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Human Body Tracking Method Based on YOLOV5s Object Detection by Shaymaa Tarkan Abdullah, Bashar Talib AL-Nuaimi, Hazim Noman Abed

“…And use YOLOV5s algorithm for detection and tracking , the result achieve by this algorithm and proposed system mAp 99%. That is replacing typical processing procedures like roboflow with an alternative that can function without the Internet. …”
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The Comparison of Diffeomorphic Images Based on the Construction of Persistent Homology by Sergey N. Chukanov

“…The most used form analysis model is the Large Deformation Diffeomorphic Metric Mapping (LDDMM) model. …”
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Bibliometric Analysis of NIR Spectroscopy Studies on the Extraction of Various Fruit Peels by Wati Andra Tersiana, Listanti Riana

“…Fruit peels contain many bioactive components, such as polyphenols and flavonoids, which benefit the food sector. Extraction is one processing technology that can be further developed. …”
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Enhancing Path Planning for Autonomous Robots in Large, Obstacle-Crowded Environments: A Practical Improvement to the PRM Algorithm by Shimon Aviram, Eugene Levner

“…Additionally, when encountering obstacles, the algorithm searches for detour options in relatively small, obstacle-crowded subareas rather than processing each obstacle individually or the entire map. …”
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Comparing the groundwater quality of region 10 of Tehran to the Iranian and EPA drinking water standards by Fatemeh Effati, Javad Bayat, Maryam Rouhi Kerigh, Masoume Mollaei

“…The total hardness also did not have many fluctuations with a maximum value of 390 mg, which seems fairly favorable, since a concentration of 300 mg is optimal for this variable, and 600 mg is the maximum total hardness of drinking water. The interpolation maps of the groundwater quality index indicated that in the summer of 2014, most of the districts were considered to be in bad and medium conditions, but in the winter of the same year, the conditions changed to medium and relatively good. …”
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Methodological framework for supporting phytochemical bioprospecting re-search: A case study on carrot (Daucus carota L.) crop by-products by Jaison Martínez-Saldarriaga, Juan Camilo Henao-Rojas, Diego Hernando Flórez-Martínez, Edith Marley Cadena-Chamorro, Diana Paola Yepes-Betancur

“…Carrots are among the most crucial and globally preferred vegetables, widely recognized for their importance as a source of phytonutrients, including phenolic compounds, carotenoids, polyacetylenes, and ascorbic acid. …”
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Review article: Feature tracing in radio-echo sounding products of terrestrial ice sheets and planetary bodies by H. Moqadam, H. Moqadam, O. Eisen, O. Eisen

“…Radio-echo sounding (RES) is a useful technique for measuring the subsurface properties of ice sheets and glaciers. One of the most important and unique outcomes is the mapping of ice sheets' englacial layer stratigraphy, mainly consisting of isochronous reflection horizons. …”
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Connection between Nonaxisymmetric Structures and Neutral Gas Distribution in Disk Galaxies by Ze-Zhong Liang, Jing Wang, Hua Gao, Luis C. Ho, E. Athanassoula

“…In this regard, nonaxisymmetric structures inducing stronger torque forces appear to be more efficient in these processes.…”
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