The Assessment of Utility and the Role of Rural Entrepreneurship Ecosystem in West Azerbaijan Province by ali Gholami, Fatemeh Moohamadzadeh

“…The statistical community of current research includes local experts (such as members of Islamic councils of villages and villagers), which consists of 3108 people. 341 people were selected as the sample by stratified sampling using Cochran method. …”
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Automated hypocenter determination of tectonic tremors in the Nankai subduction zone using convolutional neural networks combined with semblance analysis by Amane Sugii, Yoshihiro Hiramatsu, Takahiko Uchide, Kazutoshi Imanishi

“…The trained CNN model achieved high accuracy, with both precision and recall exceeding 97%, and correctly detected 96% of distant earthquakes. The probability of tectonic tremor as a function of the signal-to-noise ratio (SNR) increased steeply from 10 to 90% at an SNR of 4. …”
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Risk Assessment of Heavy Metals in Road-Deposited Sediments and Correlation Distribution of DOM and Heavy Metals in Beijing, China by Donghai Yuan, Pengmiao Li, Chenling Yan, Jinggang Wang, Xiaochen Bai, Yuhang Wei, Chen Wang, Yingying Kou

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Addressing the need for non-invasive lung assessment with time-resolved diffuse optics by Giulia Maffeis, Nicola Serra, Alessandro Bossi, Alessandro Bossi, Elisabetta Avanzi, Alberto Dalla Mora, Laura Di Sieno, Rinaldo Cubeddu, Antonio Pifferi, Antonio Pifferi, Paola Taroni, Paola Taroni

“…Monitoring lungs functions is key for detecting several morbidities and pathologies. …”
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Medical Data over Sound—CardiaWhisper Concept by Radovan Stojanović, Jovan Đurković, Mihailo Vukmirović, Blagoje Babić, Vesna Miranović, Andrej Škraba

“…It then enables a range of control and visualization functions for both local and remote users. Emphasis is placed on describing the system architecture and its key components, as well as the software methodologies used for signal decoding on the receiver side, where several algorithms are implemented using open-source, platform-independent technologies, such as JavaScript, HTML, and CSS. …”
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“Locality – Adaptation” Research of Hydropower Resettlement Communities in the Jinsha River Basin: A Case Study of Ludila Hydropower Station by Fang WANG, Zhuoqi LI, Haoyi XU, Jiaqi YAN

“…At the settlement scale, the Mask Region-based Convolutional Neural Network (Mask R-CNN) deep learning model is utilized to identify architectural spatial features, categorizing three typical building types: traditional pitched-roof buildings, uniformly planned flat-roof buildings, and color steel plate-modified structures. Through multi-source data fusion (including remote sensing, demographic statistics, and compensation records) and field investigations, the research quantitatively analyzes the “locality – adaptation” reconstruction process of resettlement communities across the three spatial dimensions of living, production, and cultural spaces.Results1) Land cover evolution: Water storage of hydropower station inundates 37.12 km2 of land (including 21.61 km² of high-quality cultivated land), resulting in a loss of 43.68% of settlement production space. 2) Adjustment of architectural space: 65.8% of dwellings in the original villages are traditional timber-earth buildings with a tile roof, which adapt to the climate environment of concentrated rainfall and sufficient sunshine in the Jinsha River Basin. 48.7% of the resettlement sites adopt unified flat roof planning, and 51.3% realize functional optimization through self-construction or renovation, with the average renovation area reaching 230.9 m2. 3) Transformation of livelihood system: The annual compensation mechanism only restores 15.79% of the cultivated land allocation before resettlement, and the proportion of compensation income drops from 82.71% in the initial stage of relocation to 33.15% after long-term resettlement, driving the adjustment of crop structure to high value-added cash crops. 4) Cultural space reconstruction: In the context of the disappearance of traditional water transport functions, the three cultural relics reconstructed in different places show a symbolic turn. …”
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Multiwavelength Constraints on the Local Black Hole Occupation Fraction by Colin J. Burke, Priyamvada Natarajan, Vivienne F. Baldassare, Marla Geha

“…We also constrain the extremely low-luminosity end ( L _bol ≲ 10 ^40 erg s ^−1 ) of the active galactic nucleus (AGN) luminosity functions at z = 0. Our AGN luminosity functions are broadly consistent with an extrapolation of the shallow slope of the AGN luminosity functions from previous work.…”
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The 4–400 GHz Survey for the 32 Class II Disks in the Taurus Molecular Cloud by Chia-Ying Chung, An-Li Tsai, Melvyn Wright, Wenrui Xu, Feng Long, Mark A. Gurwell, Hauyu Baobab Liu

“…We have compiled the ∼4–400 GHz broad spectra of 32 Class II protoplanetary disks (PPDs) in the Taurus-Auriga region, which represents the brightest one-third of sources detected in the submillimeter band in this region. …”
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Assessment of EMF Exposure Induced by Wireless Cellular Phones in Various Usage Scenarios in France by Jiang Liu, Yarui Zhang, Wassim Ben Chikha, Shanshan Wang, Theodoros Samaras, Ourouk Jawad, Lamine Ourak, Emmanuelle Conil, Joe Wiart

“…According to the type of sources, RF-EMF exposure can be categorized into uplink (device-to-base station) and downlink (base station-to-device) transmissions. …”
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Responsive cellulose nanocrystal‐based liquid crystals: From structural color manipulation to applications by Jiao Liu, Ye‐Ming Qing, Jun‐Jie Wu, Jing‐Qi Tian, Chi‐Bo Feng, Xin‐Yu Zhou, Yun Ma, Bing‐Xiang Li, Yan‐Qing Lu, Quan Li

“…Furthermore, the applications of cellulose‐based LCs for gas detection, anticounterfeiting, multicolor separation, multifunctional E‐skin, and advanced fabrics are also reviewed. …”
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Research Progress on the Effect of Dissolved Organic Matter on the Environmental Behavior of Cadmium in Environmental Remediation by Jiabao MA, Siwen LIU, Bo WANG, Di WU, Jixin WEI, Qing SUN, Chenge MA, Yi HUANG, Taotao YAN

“…The various active functional groups contained in DOM, such as carboxyl, hydroxyl, and phenolic groups, are ligands and migration carriers for many heavy metals in the environment. …”
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Health implications of established and emerging stressors: design of the prospective New Jersey Population Health Cohort (NJHealth) Study by Dawne M Mouzon, Paul Duberstein, Joel C Cantor, William T Hu, Stephanie M Bergren, Mara Getz Sheftel, Steven B Cohen, Katherine B Morton, Dinesh Mendhe, Margaret Koller

“…Informed consent is obtained from participants for each source of participant-level data as well as linked administrative and clinical records. …”
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Beyond access: assessing WASH service delivery models in healthcare facilities of North Mecha, Dera, and Farta, Ethiopia by Abireham Misganaw Ayalew

“…The service providers (HCFs), however, are neither aware of them nor fully comprehend them. Common water sources for healthcare facilities (HCFs) included shallow wells equipped with solar power and utility connections. …”
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Development of an Algorithm for Semantic Segmentation of Earth Remote Sensing Data to Determine Phytoplankton Populations by Yu. V. Belova, I. F. Razveeva, E. O. Rakhimbaeva

“…To develop the direction, a new set of information from open sources and synthetic data are proposed. They are aimed at improving the generalization ability of the model. …”
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The Roles of Transcrustal Magma- and Fluid-Conducting Faults in the Formation of Mineral Deposits by Farida Issatayeva, Auez Abetov, Gulzada Umirova, Aigerim Abdullina, Zhanibek Mustafin, Oleksii Karpenko

“…At hydrocarbon fields, they play extremely important roles in conductive and convective heat, as well as in mass transfer to the area of hydrocarbon generation, determining the relationship between the processes of lithogenesis and tectogenesis, and activating the generation of hydrocarbons from oil and gas source rock. Detection of TCMFCFs was carried out using MMSS (the method of microseismic sounding) and MTSM (the magnetotelluric sounding method), in combination with other geological and geophysical data. …”
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Individual ZnO–Ag Hybrid Nanorods for Synergistic Fluorescence Enhancement Towards Highly Sensitive and Miniaturized Biodetection by Marion Ryan C. Sytu, Jong-in Hahm

“…Hybrid nanostructures can be engineered to exhibit superior functionality beyond the level attainable from each of the constituent nanomaterials by synergistically integrating their unique properties. …”
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Analysing the contribution of trees and green spaces to household nutrition security in eThekwini, KwaZulu-Natal, South Africa by Qhelile Ntombikayise Bhebhe, Qhelile Ntombikayise Bhebhe, Muthulisi Siwela, Temitope O. Ojo, Temitope O. Ojo, Simphiwe Innocentia Hlatshwayo, Simphiwe Innocentia Hlatshwayo, Tafadzwanashe Mabhaudhi, Tafadzwanashe Mabhaudhi, Rob Slotow, Mjabuliseni S. C. Ngidi, Mjabuliseni S. C. Ngidi, Mjabuliseni S. C. Ngidi

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The effect of dietary fish oil replacement by microalgae on the gilthead sea bream midgut bacterial microbiota by Katsoulis-Dimitriou, Stefanos, Nikouli, Eleni, Gkalogianni, Elli Zafeiria, Karapanagiotidis, Ioannis T., Kormas, Konstantinos A.

“…The control diet (FO) contained only fish oil as a source of lipids, EPA and DHA fatty acids, while three experimental diets were used where fish oil was replaced at 67% by one of the following microalgae biomass blends: Microchloropsis gaditana and  Isochrysis sp. …”
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The Climate-forming role of the production process of the forests of Ukraine by Platon Tretyak, Nelia Lukianchuk, Hryhoriy Krynytskyy

“…Forest vegetation plays a significant climate-regulating, oxygen-producing and moisture-producing function, which has not yet been sufficiently studied. …”
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DMYTRО DONTSOV’S TEXTS IN THE ASPECT OF CORPUS LINGUISTICS AND LEXICOGRAPHY by Oksana R. Mykytyuk, Liliia V. Kharchuk

“…Through the use of large-scale empirical data and advanced computer technologies to reach objective insights into language function, linguistic corpora have quickly become invaluable resources. …”
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