An intercomparison of national and global land use and land cover products for Fiji by Kevin P. Davies, John Duncan, Renata Varea, Diana Ralulu, Solomoni Nagaunavou, Nathan Wales, Eleanor Bruce, Bryan Boruff

“…These data were used to train a random forests model to convert an image stack of pre-processed Sentinel-2 surface reflectance data and topographic spatial layers into an annual categorical LULC map. …”
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Machine Learning Potential for Serpentines by Hongjin Wang, Chenxing Luo, Renata M. Wentzcovitch

“…Abstract Serpentines are layered hydrous magnesium silicates (MgO⋅SiO2⋅H2O) formed through serpentinization, a geochemical process that significantly alters the physical property of the mantle. …”
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A Reference Architecture for Smart Car Parking Management Systems by Mert Ozkaya, Alper Turunc

“…Our RA design offers a feature model that consists of the common and varying features for SPMSs. …”
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Study on the extension law of fractures in shale reservoirs under impact loads. by Wei Li, Zhuolun Li, Ying Li, Huan Zhao, Shuangyang Wang, Xingsheng Xu, Jiahao Kong

“…The dynamic elastic modulus of shale samples was tested by using the Split Hopkinson Pressure Bar (SHPB) test system. A finite element model was established by using LS-DYNA software. …”
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A decision support tool for predicting water yield in North Florida forests by Katie Glodzik, Matthew J. Cohen

“…Our tool assembles geographic data layers on forest structure, hydrogeology, and hydroclimate, the inputs for an established empirical model to predict stand-level water yield. …”
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Maladaptive neuropathological syndrome of blood vessel aging by A. A. Artemenkov

“…Based on this principle, a model of vascular aging is further constructed, which is based on the maladaptive damage to all layers of the vascular wall (intima, media and adventitia). …”
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Tensile strength and elongation prediction for pulsed current gas tungsten arc welded AISI 4135 steel by auto-associative memory network by Efezino McCarthy Elutabe, Sunday Ayoola Oke, John Rajan, Swaminathan Jose

“…The results demonstrated that a simple auto-associative memory network of two layers can store and recall PCGTAW process data. The mean absolute error and root mean square error between the predicted and actual tensile strength were 37.13 and 46.83 MPa, respectively, and for elongation percentage, they were 0.64 and 0.91%, respectively. …”
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Propagation of SH-waves in a pre-stressed compound piezoelectric/piezomagnetic plate by T. I. Belyankova, E. I. Vorovich, V. V. Kalinchuk

“…A mathematical model of dynamic processes in a composite plate of prestressed piezoelectric (PE) and piezomagnetic (PM) layers is proposed. …”
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3D Printing on Textiles – Overview of Research on Adhesion to Woven Fabrics by Tanja Nuša Kočevar

“…The fused deposition modelling (FDM) technology, where thermoplastic filaments are extruded and deposited in thin layers based on a 3D model, is widely used for this purpose. …”
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An Examination of Geomagnetic Induction in Submarine Cables by David H. Boteler, Shibaji Chakraborty, Xueling Shi, Michael D. Hartinger, Xuan Wang

“…In addition, induction in the seawater and leakage of induced currents through the underlying resistive layers are modeled using a transmission line model of the ocean and underlying layers to determine the change in Earth potentials at the cable ends. …”
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Numerical Study on Interaction Between the Water-Exiting Vehicle and Ice Based on FEM-SPH-SALE Coupling Algorithm by Zhenting Diao, Dengjian Fang, Jingwen Cao

“…Addressing the low solution accuracy of traditional grid methods in simulating large deformation and destruction of ice layers, a numerical model was established based on the FEM-SPH-SALE coupling algorithm to study the dynamic characteristics of the water-exiting vehicle on the icebreaking process. …”
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Temporal multiomics gene expression data of human embryonic stem cell-derived cardiomyocyte differentiation by Abdurrahman Keskin, Hani J. Shayya, Dario Sirabella, Achchhe Patel, Barbara Corneo, Marko Jovanovic

“…Abstract Human embryonic stem cells (hESCs) serve as a valuable in vitro model for studying early human developmental processes due to their ability to differentiate into all three germ layers. …”
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“Oxygen starvation” of the atmosphere by Givishvili Givi, Leshchenko Liudmila

“…The first concept is based on the hypothesis about the key role of the decrease in oxygen content in the atmosphere in this process. The second model, which emerged a little later, attributes the observed effects to the growth of greenhouse gases in the atmosphere, primarily CO2. …”
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Explaining the Comprehensive Human-To-Human Marketig System in the Health Tourism Industry by Ali Pourang, Meysam Shirkhodaie, Mahmood Yahyazadeh far, Mohsen Alizadeh San, Masoomeh Tavangar

“…In this regard, it seems necessary to apply the latest findings and marketing models and localize them in accordance with the conditions of the tourist destination in order to develop this industry. …”
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Removal of Rhodamine B from aqueous solutions using coffee residual by Choong Jeon, Moo Joon Shim

“…According to the isothermal adsorption equation, RhB adsorption onto CR@Fe3O4 takes place in both mono and multi layers. The RhB adsorption process in aqueous solution employing CR@Fe3O4 was better suited for the pseudo-second-order model, indicating that chemisorption regulated the adsorption process. …”
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PERFORMANCE OF THE ACCURACY OF FORECASTING THE CONSUMER PRICE INDEX USING THE GARCH AND ANN METHODS by Dian Kurniasari, Zaenal Mukhlisin, Wamiliana Wamiliana, Warsono Warsono

“…In this study, mape error calculation results were obtained with the ARIMA model (4,2,2)~GARCH(1.1) of 3.19% or with an accuracy of 96.81%, and ANN using two hidden layers of 1.24% or with an accuracy of 98.76%. …”
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A Review and Prospect for the Complexity and Resilience of Urban Public Transit Network Based on Complex Network Theory by Lin Zhang, Jian Lu, Bai-bai Fu, Shu-bin Li

“…The deep understanding of this study helps to provide a new perspective for analyzing the reliability of urban PTN. Following study process of the complexity and resilience of complex network, this paper reviews the complexity and resilience of PTN from four topics, i.e., the PTN complexity, the static resilience of PTN, the dynamic resilience (cascading failures based resilience) of single layered PTN, and the dynamic resilience of interdependent PTN. …”
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Post-Disaster Building Damage Segmentation Using Convolutional Neural Networks by Revaldi Rahmatmulya, Agung Teguh Wibowo Almais, Mokhamad Amin Hariyadi

“…The model evaluation process will employ Mean Intersection over Union (MIoU) to assess how closely the segmentation prediction results resemble the original data. …”
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Numerical Simulation of Ore Particle Flow Behaviour through a Single Drawpoint under the Influence of a Flexible Barrier by Qingfa Chen, Shikang Qin, Qinglin Chen

“…A numerical simulation of the ore particle flow behaviour through a single drawpoint under the influence of a flexible barrier was performed; following which, a visualization of the change process in the marked layers, draw column, flexible barrier, and cavity was obtained. …”
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Experimental Study on Mechanical Deformation Characteristics of Inclined and Straight Alternating Pile Groups by Desen Kong, Meixu Deng, Yazhou Li

“…In order to investigate the bearing characteristics of inclined straight alternating pile groups under vertical and horizontal loads, the indoor model test of 2 × 2 inclined straight alternating pile groups with two layers of soil on low pile caps was carried out, the manufacturing method of inclined straight alternating pile groups was studied, and the test scheme was reasonably designed. …”
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