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Big Data in Earth system science and progress towards a digital twin
The concept of a digital twin of Earth envisages the convergence of Big Earth Data with physics-based models in an interactive computational...
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Big volcano science: needs and perspectives
Volcano science has been deeply develo** during last decades, from a branch of descriptive natural sciences to a highly multi-disciplinary,...
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Scalable big earth observation data mining algorithms: a review
Enormous amount of earth information, gathered from satellite sensors, simulations, and other resources, are collectively referred to as Big Earth...
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Big Data in Geophysics and Other Earth Sciences
Abstract —The term “Big Data” has become very popular over the past decade. The frequency of its use in the research papers, reports, and broad press...
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A service-oriented framework for remote sensing big data processing
In recent years, one of the biggest concerns of researchers has been environmental knowledge. This concern can be resolved by collecting and...
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Inertinite in coal and its geoenvironmental significance: Insights from AI and big data analysis
Inertinite, as an important and abundant maceral group in coal, is critical for the study of palaeowildfires and their roles in the Earth’s...
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Combining big data and thick data: scalar issues when integrating neutron activation and petrographic data as illustrated through a ceramic study from the southern US Southwest
Recent theoretical approaches in archaeology have focused on “big data” that is the production of large and varied datasets reflective of advances in...
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Prospects for Synthesizing Ecological Risk Models and Big Data Technologies for Marine Ecosystems
Abstract —A possible approach combining ecological risk models, on the one hand, and Big Data theory and practice, on the other hand, is proposed. The...
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Ocean knowledge representation through integration of big data employing semantic web technologies
Implementation of ocean observation sensors are booming in recent years for encouraging research among coastal areas all over the world. This results...
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Geoscience knowledge graph in the big data era
Since the beginning of the 21st century, the geoscience research has been entering a significant transitional period with the establishment of a new...
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Data Science and Earth System Science
Data-driven science has turned into a fourth fundamental paradigm of performing research. Earth System Science, following a holistic approach in...
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The insight of why: Causal inference in Earth system science
The utilization of big Earth data has provided insights into the planet we inhabit in unprecedented dimensions and scales. Unraveling the concealed...
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Big Data and Its Implication in China
The big data is a new conception in Informational Technology (IT) field. However, the application of big data has changed the Internet industry with...
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Community/Public Approach to Earthquake Forecasting in the Era of Big Data: An On-going Endeavor in China
AbstractPublic Participation (in earthquake monitoring and forecast) and Public Preparedness (for seismic disaster risk reduction), or P 4 , is one of...
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Application of Modern GIS and Remote Sensing Technology Based on Big Data Analysis in Intelligent Agriculture
In order to improve the effects of agricultural monitoring and agricultural production, this paper combines big data analysis technology and GIS...
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Geo-ontologies and Their Role in Integrating Big Spatiotemporal Data and Knowledge Management
Managing Exploration and Production (E&P) data and establishing the connectivity between Geology and Geophysics (G&G) domains are vital in the...
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Monitoring of rainfall-induced landslides at Songmao and Lushan, Taiwan, using IoT and big data-based monitoring system
This study presents a new landslide monitoring system, which is designed to be cost-effective, robust, flexible, and scalable, aiming for long-term...
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The metallogenic tectonic implication of the volcanic rocks of the Dahalajunshan Formation in the Early Carboniferous in the West Tianshan based on big data analytics
Disputes over the tectonic setting of the volcanic rocks of the Carboniferous Dahalajunshan Formation in the Western Tianshan Mountains mainly focus...
