Mapping Soil Burn Severity and Crown Scorch Percentage with Sentinel-2 in Seasonally Dry Deciduous Oak and Pine Forests in Western Mexico by Oscar Enrique Balcázar Medina, Enrique J. Jardel Peláez, Daniel José Vega-Nieva, Adrián Israel Silva-Cardoza, Ramón Cuevas Guzmán

“…Our results support the feasibility to separately map OCS and SBS from S2, in relatively open oak–pine seasonally dry forests, potentially supporting post-fire management planning.…”
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Getting back on track: Development of a blended-care intervention for weight recurrence after metabolic bariatric surgery using intervention mapping by Vera Voorwinde, Ingrid H.M. Steenhuis, Ignace M.C. Janssen, Valerie M. Monpellier, Maartje M. van Stralen

“…Conclusion: The IM protocol demonstrated utility in designing a tailored, theory-based intervention post-MBS. The process emphasized the value of integrating stakeholder perspectives and highlighted the feasibility of co-creating an evidence-informed intervention. …”
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Comparative Analysis of dNBR, dNDVI, SVM Kernels, and ISODATA for Wildfire-Burned Area Mapping Using Sentinel-2 Imagery by Sang-Hoon Lee, Myeong-Hwan Lee, Tae-Hoon Kang, Hyung-Rai Cho, Hong-Sik Yun, Seung-Jun Lee

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Atten‐SEVNETR for volumetric segmentation of glioblastoma and interactive refinement to limit over‐segmentation by Swagata Kundu, Dimitrios Toumpanakis, Johan Wikstrom, Robin Strand, Ashis Kumar Dhara

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The hydrological hazard in artificially-drained mining and post-mining areas–A significant environmental aspect requiring systemic management by Dariusz Ignacy

“…The introduction of relative elevation models and newly-defined hydrological hazard frameworks are projected onto a site-specific hydromorphologic map. This map forms the hydrological basis for identifying and dimensioning existing flood-related geohazards. …”
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INNOVATIVE MECHANISMS FOR IMPLEMENTING STATE ECONOMIC POLICY FOR POST-WAR RECONSTRUCTION OF UKRAINE: QUANTUM TRANSFORMATIONS AS A DRIVER OF DEVELOPMENT by Oleksiy Shkuratov, Liudmila Antonova, Roman Dzyuba

“…The quantum transformation of Ukraine's economy in the conditions of post-war recovery can become an important component of the state investment policy, which will stimulate innovative development and increase the country's competitiveness in the international arena. …”
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Statistics and behavior of clinically significant extra-pulmonary vein atrial fibrillation sources: machine-learning-enhanced electrographic flow mapping in persistent atrial fibri... by Peter Ruppersberg, Steven Castellano, Philip Haeusser, Kostiantyn Ahapov, Melissa H. Kong, Stefan G. Spitzer, Stefan G. Spitzer, Georg Nölker, Andreas Rillig, Tamas Szili-Torok

“…IntroductionElectrographic flow (EGF) mapping is an FDA 510(k)-cleared method for visualizing atrial activation wavefronts in atrial fibrillation (AF). …”
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Characteristics of landslide movement and dynamic processes in Hongyacun landslide cluster, Qinghai Province, China by Gang Wei, Gang Wei, Zejun Xia, Zejun Xia, Jinkai Yan, Bin Li, Bin Li, Bin Li, Xinning Wu, Xinning Wu

“…The Landslides Post-Failure 3D (LPF3D) simulator was implemented to reconstruct landslide kinematics under two scenarios: natural (pre-rainfall) and rainfall-saturated states. …”
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Introducing a novel 3D Chen-Rössler map for NTRU-based image encryption with OFDM transmission over a noisy channel by Alain F. Djomo, Lee Mariel H. Yepdia, Yannick P. K. Nkandeu, Yannick A. Abanda, Alain Tiedeu

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Efficient processing of side-scan sonar images and fast detection of sparse targets in large-scale images by Xi Zhao, Qiangqiang Yuan, Jiadan Xu

“…Experiments show that real-time preprocessing yields SSS images with an average PSNR of 27.112 and SSIM of 0.816, comparable to the post-processing methods. Meanwhile, it maintains high efficiency and achieves 88.2% mAP, significantly outperforming the slice-only method in detection accuracy and efficiency.…”
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Off-site Manufacturing Site Selection for Post-disaster Reconstruction Logistics: A Case Study of Pardis Town, Tehran, Iran by Sina Rashidi, Rama Ghalambordezfooly

“…To analyze the data, the multi-criteria decision-making system and fuzzy analytical hierarchy process were used in ExpertChoice software. The prepared maps were integrated and implemented using the ArcGIS Software.  …”
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Pre- and post-COVID-19 pandemic identification of dengue hotspots and exploration of population and environmental determinants of dengue in Quezon City, Philippines by John Robert Carabeo Medina, Shin’ya Kawamura, Rie Takeuchi, Rolando V. Cruz, Johnedel Mendoza, Paul Michael R. Hernandez, Fernando B. Garcia, Ernesto R. Gregorio, Jun Kobayashi

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Unveiling geological complexity in the Serra Dourada Granite using self-organizing maps and hierarchical clustering: Insights for REE prospecting in the Goiás Tin Province, Brasíli... by Guilherme Ferreira da Silva, Marcos Vinícius Ferreira, Lucy Takehara Chemale, Igor Vasconcelos Santana, Nilson Francisquini Botelho

“…The SOM-based approach retained the data's original topology and revealed fine-scale patterns within the dataset, distinguishing between areas affected by magmatic processes and those influenced by post-magmatic hydrothermalism and supergene leaching. …”
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Altered Functional Connectivity in Acute Ischemic Post-Stroke Non-Fluent Aphasia Based on fMRI-EEG Multimodal Fusion by Juehan Wang, Lin Mao, Hang Zhou, Shuang Wei, Tianfang Zhang, Haijun Li, Lingmei Ni, Shuyi Pan, Dazhi Guo, Daming Wang, Zuobing Chen

“…This study examined alterations in resting-state and task-state functional connectivity (FC) in patients with acute ischemic post-stroke nonfluent aphasia, using a combined resting-state functional magnetic resonance imaging and visuospatial working memory electroencephalography methodology. …”
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Digital twin-enabled post-disaster damage and recovery monitoring with deep learning: leveraging transfer learning, attention mechanisms, and explainable AI by Umut Lagap, Saman Ghaffarian

“…Additionally, this study integrates Explainable AI methods, including Saliency Maps and Grad-CAM, to provide transparency, reliability checks, and detailed insights into the models’ decision-making processes. …”
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An Efficient Process for the Management of the Deterioration and Conservation of Architectural Heritage: The HBIM Project of the Duomo of Molfetta (Italy) by Enrique Nieto-Julián, Silvana Bruno, Juan Moyano

“…Interactive schemes have been defined that incorporate the items for the mapping of the elements, as well as particular properties of a conservation process (intervention, control, and maintenance). …”
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The NavINST Dataset for Multi-Sensor Autonomous Navigation by Paulo Ricardo Marques De Araujo, Eslam Mounier, Qamar Bader, Emma Dawson, Shaza I. Kaoud Abdelaziz, Ahmed Zekry, Mohamed Elhabiby, Aboelmagd Noureldin

“…The dataset also includes forward speed measurements derived from the vehicle’s odometer, along with accurately post-processed high-end GNSS/IMU data, providing precise ground truth positioning and navigation information. …”
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FEATURES OF THE MODEL OF A SPECIALIZED GEOSPATIAL DATABASE FOR VISUALIZING INDICATORS OF HUMAN SOCIO-ECONOMIC SECURITY IN WARTIME CONDITIONS by Zakharii S. Varnalii, Oleksii P. Fedchenko, Ihor V. Pampukha, Ihor V. Tolok

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Pulsed field ablation using a circular electrode array catheter in patients with atrial fibrillation: A workflow optimization study evaluating the role of mapping by Melanie A. Gunawardene, Jens Hartmann, Jannis Dickow, Rahin Wahedi, Tim Harloff, Johanna Jezuit, Eike P. Tigges, Mario Jularic, Borislav Dinov, Nele Gessler, Stephan Willems

“…Objective: to analyze the process of streamlining cPFA-procedures including evaluation of fluoroscopy versus 3D-map guidance and lesion characteristics. …”
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The impact of land use and land cover change on hydrological processes in Brantas watershed, East Java, Indonesia by Mohamad Wawan Sujarwo, Indarto Indarto, Marga Mandala

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