A avaliação da lei complementar n° 233/2005 em relação a exploração sustentável das florestas em Mato Grosso: sua eficácia nas políticas ambientais no Brasil by Alessandra Maria Filippin dos Passos Santos, Aumeri Carlos Bampi, Wylmor Constantino Tives Dalfovo

“…To analyze the behavior of deforestation in relation to the independent variables, a multiple linear regression model was used. The estimation resulted in a positive relationship between management and deforestation, demonstrating the feeling of false legality. …”
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Determination of Appropriate Extraction Methods for Available Iron, Copper, Zinc and Manganese in Acid Soils by Abdulkadir Sürücü, Gulen Özyazıcı, Mehmet Arif Özyazıcı, Veli Uygur

“…In the research, total of 220 both soil and plant samples were collected by considering the tea production potentials of orchards at second harvesting period. 197 samples for Fe, 207 samples for Cu, 214 samples for Zn, and 196 samples for Mn were used to test methods’ efficiency in estimating nutritional status of both soils and plants. …”
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Weamba: Weather-Degraded Remote Sensing Image Restoration with Multi-Router State Space Model by Shuang Wu, Xin He, Xiang Chen

“…However, these methods either suffer from limited receptive fields or incur quadratic computational overhead, leading to an imbalance between performance and model efficiency. In this paper, we propose an effective vision state space model (called Weamba) for remote sensing image restoration by modeling long-range pixel dependencies with linear complexity. …”
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Constrained Control of Fully-Constrained Cable-Driven Parallel Robots With Elastic Cables: An Optimal Robust Approach by Hanie Marufkhani, Mohammad A. Khosravi

“…The initial step involves transforming the nonlinear dynamics of the CDPR system, which includes both the elastic cables and motor dynamics, into a linear framework using State-Dependent Coefficient (SDC) parameterization. …”
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A machine learning framework for predictive electron density modelling to enhance 3D NAND flash memory performance by Dikendra Verma, Upendra Mohan Bhatt, Anurag Vidyarthi

“…We assess their performance using R2 scores and RMSE values using regression models such as Linear Regression, Random Forest, K-Neighbour Regressor, Decision Tree, Gradient Boosting, XGBRegressor, CatBoosting Regressor, and AdaBoost Regressor. …”
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Energy-Stable Time-Domain Finite Element Methods for the 3D Nonlinear Maxwell's Equations by Asad Anees, Lutz Angermann

“…The new capabilities of these methods are to efficiently model linear and nonlinear effects of the electrical polarization. …”
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Vanadium Dioxide-Based Bifunctional Metamaterial for Terahertz Waves by Man Zhang, Jiahe Zhang, Apeng Chen, Zhengyong Song

“…The designed metamaterial can convert a linear plane wave into its corresponding cross-polarized wave with the efficiency of >90% in the frequency of 2.0-3.0 THz. …”
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Sequential Mixed Cost-Based Multi-Sensor and Relative Dynamics Robust Fusion for Spacecraft Relative Navigation by Shoupeng Li, Weiwei Liu

“…Therefore, the mixed cost strategy provides a comprehensive improvement in the efficiency of the robust iterated filter.…”
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Differentiation of Organic Cocoa Beans and Conventional Ones by Using Handheld NIR Spectroscopy and Multivariate Classification Techniques by Elliot K. Anyidoho, Ernest Teye, Robert Agbemafle

“…Principal component analysis (PCA) and classification analysis, RF (random forest), KNN (K-nearest neighbours), LDA (linear discriminant analysis), and PLS-DA (partial least squares-discriminant analysis) were performed comparatively to build classification models. …”
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Design and analysis of terahertz trilayer achromatic grating metasurface wave plate by Ji Zhang, Lan Ma, Yandong Gong

“…Abstract Grating metasurface is a structure formed by combining a grating with metasurface, and high efficiency polarization control can be achieved by using the grating as a unit structure with different rotation angles. …”
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Particular aspects of determining reliability indicators of thermoelectric generator modules using experimental data by Petrо Gorskyi

“…Resource tests allowed finding that the relative degradation of output power and efficiency of thermoelectric generator modules is not subject to linear law. …”
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A Assessment of long distance chasing photometer (NAG-ADF-300-2) by estimating the drug atenolol with ammonium molybdate via continuous flow injection analysis by Elham N. Mezaal N. Mezaal

“…Atenolol was used with ammonium molybdate to prove the efficiency, reliability and repeatability of the long distance chasing photometer (NAG-ADF-300-2) using continuous flow injection analysis. …”
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Effect of thin capitalization, intellectual capital and independent commisioners on effective tax rate by Upita Sari, Sekar Mayangsari

“…The data analysis included multiple linear regression, classical assumption testing, hypothesis testing using t-tests, and the coefficient of determination; SPSS statistical tools facilitated this analysis. …”
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Dynamic Gesture Recognition Algorithm Combining Global Gesture Motion and Local Finger Motion for Interactive Teaching by Li Jiashan, Li Zhonghua

“…Secondly, the key frame gesture features of gesture global motion and finger local motion are fused, and linear discriminant analysis is used for feature dimensionality reduction. …”
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Overcoming the Paradox of Productivity and Self-awareness: The Key to Finding Family Harmony by Eko Agus Prasetyo, Muhammad Nurullah Erfany, Yulia Sholichatun, Retno Mangestuti, Iin Tri Rahayu

“…This study raises the phenomenon of the productivity paradox, which is a condition in which increased work efficiency triggers household stress and conflict. The purpose of this study is to analyze the influence of the productivity paradox and self-awareness on family harmony in industrial and startup sector workers in the Java region. …”
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Modeling of humidity stresses in a soil half-space by E. K. Agakhanov, C. A. Agakhanov, G. E. Agakhanov

“…Solving the issues of reliability, durability and efficiency of buildings and structures is inextricably linked with the behavior of soils in their foundations. …”
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Optimal sizing of battery energy storage system in electrical power distribution network by Tha’er Jaradat, Tamer Khatib

“…The variability of renewable energy sources and the ampacity limitations of the adapted electrical power network are analyzed first. After that, a linear optimization approach is applied to minimize the storage system's cost subject to a specific grid's reliability. …”
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Contribution on Modeling of Bagged Denim Fabric Behavior After Mixed Washing Using PCA and Regression Techniques by Abir Ben Fraj, Boubaker Jaouachi

“…A reduction of 52.78% in parameters was achieved. Finally, the linear regression models were obtained to predict the bagging properties. …”
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Dynamics Modelling of Film Motion at Unit for of Polymeric Film Material Production by G. M. Irapetiants, M. M. Kozhevnikov, N. I. Ulianov

“…It has been shown that the deformation process of a polуmer film in intersectional area determined by its tension depends on ratio of linear section velocities and tension and deformation values in these sections. …”
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Step-by-step analytical synthesis of the mathematical model of automotive unmanned aircraft by A. A. Lobaty, A. Y. Bumai, S. S. Prohorovith

“…Under actual assumptions about the corresponding nature of changes in the trajectory parameters and variables that characterize the motion of the UAV in space, the use of a linear mathematical model of the evolution of the state vector of the UAV and its control system is substantiated. …”
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