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Geomatic Methods for the Analysis of Data in the Earth Sciences: Lecture Notes in Earth Sciences, Vol. 95 [PDF]
Eos, Transactions American Geophysical Union, 2001 Geomatics is a trendy term that has been used in recent years to describe academic departments that teach and research theories, methods, algorithms, and practices used in processing and analyzing data related to the Earth and other planets. Naming trends aside, geomatics could be considered as the mathematical and statistical “toolbox” that allows ...
Nikolaos K. Pavlis
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Evaluation of risks in environmental and Earth sciences using up-to-date mathematical methods [PDF]
Central European Geology, 2011 Abstract The article offers a general overview of risk assessment in the environmental and Earth sciences. To begin with natural and man-made hazards are discussed, followed by general definitions and the treatment of uncertainty and risk. The main steps of risk assessment in the Earth sciences are discussed step by step.
Bárdossy, György, Fodor, János
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The case for a semiotic method in Earth system science: Semantic networks of environmental research
Sign Systems Studies, 2020 This paper sets a framework for using semiotics as an analytical method for Earth system science. It illustrates the use of such a method by analysing a dataset consisting of 32,383 abstracts of research articles pertaining to Earth system science, modelled as semantic networks.
Olteanu, Alin +3 more
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An Efficient Bayesian Method for Advancing the Application of Deep Learning in Earth Science
2019 International Conference on Data Mining Workshops (ICDMW), 2019 Despite their wide and successful applications, deep learning (DL) models are prone to overfitting for small training datasets, produce a poor predictive performance for uncertain data, and provide point estimations without any indication of the accuracy and credibility.
Dan Lu, Siyan Liu, Daniel Ricciuto
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Pamukkale University Journal of Engineering Sciences, 2020 Land use planning is central for a sustainable development processes and should be structured in harmony with geo-environmental constrains. In this study, land use change detection was determined in Denizli residential area between the years 1984 and 2018.
Can, T +3 more
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A Geo-Data Science Method for Assessing Unconventional Rare-Earth Element Resources in Sedimentary Systems [PDF]
Natural Resources Research, 2023 AbstractRare-earth elements (REEs) supply raw materials that constitute many of our modern critical infrastructure, defense, technology, and electrification needs. Despite REE accumulations occurring in conventional bedrock and ion-adsorption deposits sourced from weathering of igneous rocks, unconventional host materials such as coal and related ...
C. G. Creason +8 more
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Increasing the Reproducibility and Replicability of Supervised AI/ML in the Earth Systems Science by Leveraging Social Science Methods [PDF]
Earth and Space ScienceAbstractArtificial intelligence (AI) and machine learning (ML) pose a challenge for achieving science that is both reproducible and replicable. The challenge is compounded in supervised models that depend on manually labeled training data, as they introduce additional decision‐making and processes that require thorough documentation and reporting.
Christopher D. Wirz +16 more
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USE OF THE PHOTOGRAMMETRIC METHOD IN EARTH SCIENCES: EXAMPLE OF VARDZIA MUSEUM RESERVE
, 2015 --
Kirkitadze, Giorgi +2 more
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Drawing As A Method To Facilitate Conceptual Change In Earth Sciences Education
Journal of Astronomy & Earth Sciences Education (JAESE), 2020 Communicating even fundamental scientific concepts can be challenging. Furthermore, student mental models are often difficult to uncover even by the most talented teacher or researcher. Drawing is a universal process skill widely used by scientists to refine their conceptions about a wide range of topics, communicate ideas, and advance scientific ...
Leilani A. Arthurs +2 more
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Implementation of small group discussion as a teaching method in earth and space science subject [PDF]
Journal of Physics: Conference Series, 2018 In Physics Department Universitas Negeri Semarang, Earth and Space Science subject is included in the curriculum of the third year of physics education students. There are various models of teaching earth and space science subject such as textbook method, lecturer, demonstrations, study tours, problem-solving method, etc.
N P Aryani, null Supriyadi
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