4 research outputs found

    Evaluation of Efficiency of Torrential Protective Structures With New BF-TOPSIS Methods

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    Decision-Aid Methods (DAMs) such as the CostBenefit Analysis (CBA) and the Analytical Hierarchy Process (AHP) help decision-makers to rank alternatives or to choose the best one among several potential ones

    Advances and Applications of DSmT for Information Fusion. Collected Works, Volume 5

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    This fifth volume on Advances and Applications of DSmT for Information Fusion collects theoretical and applied contributions of researchers working in different fields of applications and in mathematics, and is available in open-access. The collected contributions of this volume have either been published or presented after disseminating the fourth volume in 2015 in international conferences, seminars, workshops and journals, or they are new. The contributions of each part of this volume are chronologically ordered. First Part of this book presents some theoretical advances on DSmT, dealing mainly with modified Proportional Conflict Redistribution Rules (PCR) of combination with degree of intersection, coarsening techniques, interval calculus for PCR thanks to set inversion via interval analysis (SIVIA), rough set classifiers, canonical decomposition of dichotomous belief functions, fast PCR fusion, fast inter-criteria analysis with PCR, and improved PCR5 and PCR6 rules preserving the (quasi-)neutrality of (quasi-)vacuous belief assignment in the fusion of sources of evidence with their Matlab codes. Because more applications of DSmT have emerged in the past years since the apparition of the fourth book of DSmT in 2015, the second part of this volume is about selected applications of DSmT mainly in building change detection, object recognition, quality of data association in tracking, perception in robotics, risk assessment for torrent protection and multi-criteria decision-making, multi-modal image fusion, coarsening techniques, recommender system, levee characterization and assessment, human heading perception, trust assessment, robotics, biometrics, failure detection, GPS systems, inter-criteria analysis, group decision, human activity recognition, storm prediction, data association for autonomous vehicles, identification of maritime vessels, fusion of support vector machines (SVM), Silx-Furtif RUST code library for information fusion including PCR rules, and network for ship classification. Finally, the third part presents interesting contributions related to belief functions in general published or presented along the years since 2015. These contributions are related with decision-making under uncertainty, belief approximations, probability transformations, new distances between belief functions, non-classical multi-criteria decision-making problems with belief functions, generalization of Bayes theorem, image processing, data association, entropy and cross-entropy measures, fuzzy evidence numbers, negator of belief mass, human activity recognition, information fusion for breast cancer therapy, imbalanced data classification, and hybrid techniques mixing deep learning with belief functions as well

    Multi-criteria decision making in a function of soil and water resources conservation in hilly- mountainous areas of central Serbia

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    ΠŸΡ€ΠΈΠΌΠ΅Π½Π° ΠΌΠ΅Ρ‚ΠΎΠ΄Π° Π²ΠΈΡˆΠ΅ΠΊΡ€ΠΈΡ‚Π΅Ρ€ΠΈΡ˜ΡƒΠΌΡΠΊΠΎΠ³ ΠΎΠ΄Π»ΡƒΡ‡ΠΈΠ²Π°ΡšΠ° Ρƒ области Π·Π°ΡˆΡ‚ΠΈΡ‚Π΅ ΠΎΠ΄ Π΅Ρ€ΠΎΠ·ΠΈΡ˜Π΅ ΠΈ Π±ΡƒΡ˜ΠΈΡ†Π°, са Ρ†ΠΈΡ™Π΅ΠΌ ΠΊΠΎΠ½Π·Π΅Ρ€Π²Π°Ρ†ΠΈΡ˜Π΅ Π·Π΅ΠΌΡ™ΠΈΡˆΠ½ΠΈΡ… ΠΈ Π²ΠΎΠ΄Π½ΠΈΡ… рСсурса брдско-планинских ΠΏΠΎΠ΄Ρ€ΡƒΡ‡Ρ˜Π° Ρ†Π΅Π½Ρ‚Ρ€Π°Π»Π½Π΅ Π‘Ρ€Π±ΠΈΡ˜Π΅ прСдставља ΠΏΡ€Π΅Π΄ΠΌΠ΅Ρ‚ ΠΎΠ²Π΅ Π΄ΠΈΡΠ΅Ρ€Ρ‚Π°Ρ†ΠΈΡ˜Π΅. ГСографско ΠΏΠΎΠ΄Ρ€ΡƒΡ‡Ρ˜Π΅ ΠΈΡΡ‚Ρ€Π°ΠΆΠΈΠ²Π°ΡšΠ° ΠΏΡ€Π΅Π΄ΡΡ‚Π°Π²Ρ™Π°Ρ˜Ρƒ слив ВопчидСрскС Ρ€Π΅ΠΊΠ΅, слив Ρ€Π΅ΠΊΠ΅ Π’ΠΎΠΏΠ»ΠΈΡ†Π΅ ΠΈ слив Ρ€Π΅ΠΊΠ΅ РасинС, који су класификовани Ρƒ систСм подсливова. ВрСдности ΠΊΡ€ΠΈΡ‚Π΅Ρ€ΠΈΡ˜ΡƒΠΌΠ° Π·Π° ΠΏΡ€ΠΎΡ†Π΅Π½Ρƒ Π΅Ρ€ΠΎΠ·ΠΈΡ˜Π΅ Π·Π΅ΠΌΡ™ΠΈΡˆΡ‚Π°: Π½Π°Ρ‡ΠΈΠ½Π° ΠΊΠΎΡ€ΠΈΡˆΡ›Π΅ΡšΠ° Π·Π΅ΠΌΡ™ΠΈΡˆΡ‚Π°, Сродибилности Π·Π΅ΠΌΡ™ΠΈΡˆΡ‚Π°, кишног Ρ„Π°ΠΊΡ‚ΠΎΡ€Π° ΠΈ топографског Ρ„Π°ΠΊΡ‚ΠΎΡ€Π° (RUSLE ΠΌΠ΅Ρ‚ΠΎΠ΄Π°), ΠΊΠ°ΠΎ ΠΈ врСдности 10 ΠΌΠΎΡ€Ρ„ΠΎΠΌΠ΅Ρ‚Ρ€ΠΈΡ˜ΡΠΊΠΈΡ… ΠΏΠ°Ρ€Π°ΠΌΠ΅Ρ‚Π°Ρ€Π° ΠΊΠΎΡ€ΠΈΡˆΡ›Π΅Π½ΠΈΡ… Π·Π° ΠΏΡ€ΠΎΡ†Π΅Π½Ρƒ опасности ΠΎΠ΄ Π±ΡƒΡ˜ΠΈΡ‡Π½ΠΈΡ… ΠΏΠΎΠΏΠ»Π°Π²Π° (ΠΏΠΎΠ²Ρ€ΡˆΠΈΠ½Π° подслива, Ρ€Π΅Π»Π°Ρ‚ΠΈΠ²Π½ΠΈ ΠΏΠ°Π΄ Ρ‚ΠΎΠΊΠ°, ΡΡ€Π΅Π΄ΡšΠΈ ΠΏΠ°Π΄ подслива, ΠΊΠΎΠ΅Ρ„ΠΈΡ†ΠΈΡ˜Π΅Π½Ρ‚ Π΅Ρ€ΠΎΠ·ΠΈΠΎΠ½Π΅ Π΅Π½Π΅Ρ€Π³ΠΈΡ˜Π΅ Ρ€Π΅Ρ™Π΅Ρ„Π°, Π³Π΅ΠΎΠΌΠΎΡ€Ρ„ΠΎΠ»ΠΎΡˆΠΊΠΎ-Π΅Ρ€ΠΎΠ·ΠΈΠΎΠ½ΠΈ ΠΊΠΎΠ΅Ρ„ΠΈΡ†ΠΈΡ˜Π΅Π½Ρ‚ ΠΈΡ‚Π΄.) су ΡƒΡ‚Π²Ρ€Ρ’Π΅Π½ΠΈ Π°Π½Π°Π»ΠΈΠ·ΠΎΠΌ ΠΎΠ΄Π³ΠΎΠ²Π°Ρ€Π°Ρ˜ΡƒΡ›ΠΈΡ… ΠΏΠΎΠ΄Π»ΠΎΠ³Π° ΡƒΠ· ΠΏΡ€ΠΈΠΌΠ΅Π½Ρƒ GIS-Π°. Π£ Ρ€Π°Π΄Ρƒ су ΠΏΡ€ΠΈΠΌΠ΅ΡšΠ΅Π½Π΅ ΠΌΠ΅Ρ‚ΠΎΠ΄Π΅ Π²ΠΈΡˆΠ΅ΠΊΡ€ΠΈΡ‚Π΅Ρ€ΠΈΡ˜ΡƒΠΌΡΠΊΠ΅ Π°Π½Π°Π»ΠΈΠ·Π΅: AHP, WSM, ELECTRE II ΠΈ PROMETHEE II. ΠŸΠΎΠΌΠΎΡ›Ρƒ ΠΎΠ²ΠΈΡ… ΠΌΠ΅Ρ‚ΠΎΠ΄Π° су ΠΎΠ΄Ρ€Π΅Ρ’Π΅Π½Π΅ Ρ‚Π΅ΠΆΠΈΠ½Π΅ ΠΊΡ€ΠΈΡ‚Π΅Ρ€ΠΈΡ˜ΡƒΠΌΠ° ΠΈ Ρ€Π°Π½Π³ΠΈΡ€Π°Π½ΠΈ подсливови ΠΏΡ€Π΅ΠΌΠ° угроТСности Π΅Ρ€ΠΎΠ·ΠΈΡ˜ΠΎΠΌ ΠΈ ΠΏΡ€Π΅ΠΌΠ° угроТСности ΠΎΠ΄ Π±ΡƒΡ˜ΠΈΡ‡Π½ΠΈΡ… ΠΏΠΎΠΏΠ»Π°Π²Π°. ИздвојСни су подсливови ΠΏΡ€Π²ΠΎΠ³ Ρ€Π°Π½Π³Π°, Π³Π΄Π΅ јС ΠΏΠΎΡ‚Ρ€Π΅Π±Π½ΠΎ ΠΏΡ€ΠΈΠΌΠ΅Π½ΠΈΡ‚ΠΈ ΠΊΠΎΠ½Π·Π΅Ρ€Π²Π°Ρ†ΠΈΠΎΠ½Π΅ ΠΌΠ΅Ρ€Π΅ ΠΈ Ρ€Π°Π΄ΠΎΠ²Π΅. ΠŸΠΎΠΌΠ΅Π½ΡƒΡ‚Π΅ ΠΌΠ΅Ρ‚ΠΎΠ΄Π΅ Π²ΠΈΡˆΠ΅ΠΊΡ€ΠΈΡ‚Π΅Ρ€ΠΈΡ˜ΡƒΠΌΡΠΊΠ΅ Π°Π½Π°Π»ΠΈΠ·Π΅ су ΠΏΡ€ΠΈΠΌΠ΅ΡšΠ΅Π½Π΅ ΠΈ Π·Π°: ΠΈΠ·Π±ΠΎΡ€ Π±ΡƒΡ˜ΠΈΡ‡Π½ΠΈΡ… сливова Π³Π΄Π΅ Ρ›Π΅ сС Π³Ρ€Π°Π΄ΠΈΡ‚ΠΈ ΠΏΡ€Π΅Π³Ρ€Π°Π΄Π΅ (ΠΊΠ°ΠΎ Ρ‚Π΅Ρ…Π½ΠΈΡ‡ΠΊΠΈ Ρ€Π°Π΄ΠΎΠ²ΠΈ Ρƒ ΠΊΠΎΡ€ΠΈΡ‚Ρƒ Π±ΡƒΡ˜ΠΈΡ‡Π½ΠΈΡ… Π²ΠΎΠ΄ΠΎΡ‚ΠΎΠΊΠΎΠ²Π°), ΠΈΠ·Π±ΠΎΡ€ Π½Π°Ρ˜ΠΏΡ€ΠΈΡ…Π²Π°Ρ‚Ρ™ΠΈΠ²ΠΈΡ˜Π΅ ΠΊΠΎΠΌΠ±ΠΈΠ½Π°Ρ†ΠΈΡ˜Π΅ ΠΏΡ€Π΅Π³Ρ€Π°Π΄Π°, ΠΊΠ°ΠΎ ΠΈ ΠΏΡ€ΠΎΡ„ΠΈΠ»Π° Π·Π° ΡšΠΈΡ…ΠΎΠ²Ρƒ ΠΈΠ·Π³Ρ€Π°Π΄ΡšΡƒ. На Ρ‚Π΅Ρ€Π΅Π½Ρƒ су рСгистрована ΠΎΡˆΡ‚Π΅Ρ›Π΅ΡšΠ° ΠΏΡ€Π΅Π³Ρ€Π°Π΄Π° ΠΈ ΠΏΡ€Π΅Π΄Π»ΠΎΠΆΠ΅Π½Π° јС Ρ„ΠΎΡ€ΠΌΡƒΠ»Π° Π·Π° ΠΏΡ€ΠΈΠΎΡ€ΠΈΡ‚ΠΈΠ·Π°Ρ†ΠΈΡ˜Ρƒ ΡšΠΈΡ…ΠΎΠ²ΠΎΠ³ ΡΠ°Π½ΠΈΡ€Π°ΡšΠ°. ΠœΠ΅Ρ‚ΠΎΠ΄Π΅ Π²ΠΈΡˆΠ΅ΠΊΡ€ΠΈΡ‚Π΅Ρ€ΠΈΡ˜ΡƒΠΌΡΠΊΠ΅ ΠΎΠΏΡ‚ΠΈΠΌΠΈΠ·Π°Ρ†ΠΈΡ˜Π΅ (ΠΌΠ΅Ρ‚ΠΎΠ΄Π° ΠΎΠ³Ρ€Π°Π½ΠΈΡ‡Π΅ΡšΠ° ΠΈ ΠΌΠ΅Ρ‚ΠΎΠ΄Π° тСТинских ΠΊΠΎΠ΅Ρ„ΠΈΡ†ΠΈΡ˜Π΅Π½Π°Ρ‚Π°) су ΠΏΡ€ΠΈΠΌΠ΅ΡšΠ΅Π½Π΅ Π·Π° ΠΈΠ·Π±ΠΎΡ€ ΠΎΠΏΡ‚ΠΈΠΌΠ°Π»Π½Π΅ структурС Π½Π°Ρ‡ΠΈΠ½Π° ΠΊΠΎΡ€ΠΈΡˆΡ›Π΅ΡšΠ° Π·Π΅ΠΌΡ™ΠΈΡˆΡ‚Π°, ΠΊΠ°ΠΎ ΠΈ ΠΎΠΏΡ‚ΠΈΠΌΠΈΠ·Π°Ρ†ΠΈΡ˜Ρƒ подизања тСраса ΠΊΠ°ΠΎ ΠΊΠΎΠ½Π·Π΅Ρ€Π²Π°Ρ†ΠΈΠΎΠ½Π΅ ΠΌΠ΅Ρ€Π΅. ΠŸΡ€Π΅Π΄Π»ΠΎΠΆΠ΅Π½ јС ΠΌΠΎΠ΄Π΅Π» ΠΈΠ½Ρ‚Π΅Π³Ρ€Π°Π»Π½ΠΎΠ³ ΡƒΡ€Π΅Ρ’Π΅ΡšΠ° слива, Π³Π΄Π΅ Π±ΠΈ ΠΏΡ€ΠΈΠΌΠ΅Π½Π° ΠΌΠ΅Ρ‚ΠΎΠ΄Π° Π²ΠΈΡˆΠ΅ΠΊΡ€ΠΈΡ‚Π΅Ρ€ΠΈΡ˜ΡƒΠΌΡΠΊΠ΅ Π°Π½Π°Π»ΠΈΠ·Π΅ ΠΎΠΌΠΎΠ³ΡƒΡ›ΠΈΠ»Π° ΠΈΠ·Π±ΠΎΡ€ Π½Π°Ρ˜ΠΏΡ€ΠΈΡ…Π²Π°Ρ‚Ρ™ΠΈΠ²ΠΈΡ˜Π΅ ΠΊΠΎΠΌΠ±ΠΈΠ½Π°Ρ†ΠΈΡ˜Π΅ ΠΌΠ΅Ρ€Π° ΠΈ Ρ€Π°Π΄ΠΎΠ²Π° Π·Π° Ρ€Π΅Π΄ΡƒΠΊΡ†ΠΈΡ˜Ρƒ/ΠΏΡ€Π΅Π²Π΅Π½Ρ†ΠΈΡ˜Ρƒ Π΅Ρ€ΠΎΠ·ΠΈΡ˜Π΅ ΠΈ Π±ΡƒΡ˜ΠΈΡ†Π°.Application of multi-criteria decision-making in the field of soil erosion protection and torrents control, with the aim of conservation of soil and water resources in hilly-mountainous areas of central Serbia, represents the subject of the thesis. Π’he geographical area of research includes: Topciderska River, Toplica River and Rasina River Watershed, which are classified in the sub-watershed system. Π’he values of criteria for estimating soil erosion are: land use, soil erodibility, rainfall erosivity factor and topographical factor (RUSLE method), as well as the value of 10 morphometric parameters used to estimate the risk of torrential floods (sub-watershed area, relative slope of the river bed, the mean sub-watershed slope, the coefficient of erosion energy of relief, geomorphological-erosion coefficient) are established by using relevant maps and GIS technique. In the paper, there have been applied various methods of multi-criteria analysis, such as: AHP, WSM, ELECTRE II PROMETHEE II. Using these methods, criteria weights are determined, and sub-watershed ranking is performed according to the vulnerability to erosion and torrential flooding. The first order sub-watershed, represents the area where implementation of conservation measures should be urgently performed. The above-mentioned multi-criteria analysis methods have been applied for: selection of watersheds for check dam construction (such a technical work in the bed of torrential streams), then, a selection of the most appropriate combination of check dams, as well as profiles for their construction. In the field are registered damage of check dam, and based on this, the formula for prioritizing the rehabilitation of check dams is proposed. Multi-criteria optimization methods (Constrained method and Method of weight coefficients) have been used for the selection of the optimal structure of land use in the sub-watershed, as well as the optimization of terrace construction as a conservation measure. A model of integrated watershed management has been proposed, where the application of the multi-criteria analysis method, would provide a selection of the most appropriate combination of measures and works for the reduction / prevention of erosion and torrents

    Climate Change and Environmental Sustainability-Volume 2

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    Our world is facing many challenges, such as poverty, hunger, resource shortage, environmental degradation, climate change, and increased inequalities and conflicts. To address such challenges, the United Nations proposed the Sustainable Development Goals (SDG), consisting of 17 interlinked global goals, as the strategic blueprint of world sustainable development. Nevertheless, the implementation of the SDG framework has been very challenging and the COVID-19 pandemic has further impeded the SDG implementation progress. Accelerated efforts are needed to enable all stakeholders, ranging from national and local governments, civil society, private sector, academia and youth, to contribute to addressing this dilemma. This volume of the Climate Change and Environmental Sustainability book series aims to offer inspiration and creativity on approaches to sustainable development. Among other things, it covers topics of COVID-19 and sustainability, environmental pollution, food production, clean energy, low-carbon transport promotion, and strategic governance for sustainable initiatives. This book can reveal facts about the challenges we are facing on the one hand and provide a better understanding of drivers, barriers, and motivations to achieve a better and more sustainable future for all on the other. Research presented in this volume can provide different stakeholders, including planners and policy makers, with better solutions for the implementation of SDGs. Prof. Bao-Jie He acknowledges the Project NO. 2021CDJQY-004 supported by the Fundamental Research Funds for the Central Universities. We appreciate the assistance from Mr. Lifeng Xiong, Mr. Wei Wang, Ms. Xueke Chen and Ms. Anxian Chen at School of Architecture and Urban Planning, Chongqing University, China
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