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A Review of Advanced Cloud Platforms for ERS Data Processing and Analytics
AbstractThe rapid expansion of the remote sensing satellite constellation produced large volumes of Earth’s remote sensing data. New approaches are...
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Enhanced Elliptic Curve- Diffie Hellman Technique with Bigdata Analytics for Satellite Image Security Enhancement in Internet of Things Systems
With the emergence of cloud eco-system and technologies like Internet of Things (IoT), bit data analytics became essential to reap benefits of...
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Aquatic ecosystem-based water management in agriculture project by data analytics using classification by deep learning techniques
Over the past few decades, irrigation using groundwater has increased significantly. It has significant effects on local to regional climates as well...
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Big Data Nanoindentation and Analytics Reveal the Multi-Staged, Progressively-Homogenized, Depth-Dependent Upscaling of Rocks’ Properties
This paper presents a newly observed phenomenon of upscaling of rocks’ properties using big data nanoindentation and analytics involving Gaussian...
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A comprehensive social media data processing and analytics architecture by using big data platforms: a case study of twitter flood-risk messages
The main objective of the article is to propose an advanced architecture and workflow based on Apache Hadoop and Apache Spark big data platforms. The...
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FASSSTER Data Pipeline and DevOps
In data science, the data pipeline serves as a methodological and potentially architectural framework for setting up systems that require near...
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Optimizing initial oil production of horizontal Wolfcamp wells utilizing data analytics
Machine learning techniques have fundamentally altered how oil and gas industry practitioners design fracture operations. In this paper, we perform...
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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...
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A data analytics approach for COVID-19 spread and end prediction (with a case study in Iran)
World is now experiencing the new pandemic caused by COVID-19 virus and all countries are affected by this disease specially Iran. From the beginning...
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Predictive Geochemical Exploration: Inferential Generation of Modern Geochemical Data, Anomaly Detection and Application to Northern Manitoba
Geochemical surveys contain an implicit data lifecycle or pipeline that consists of data generation (e.g., sampling and analysis), data management...
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UAV-based multispectral image analytics for generating crop coefficient maps for rice
Crop coefficients are important to determine crop evapotranspiration (ET c ), seasonal crop water requirement, and irrigation water depth. Similarities...
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Accelerated Materials Design and Materials Data Management at MCL
MCL is putting into practice a new paradigm for materials design based on an iterative process using Active Learning and a Bayesian optimization. In...
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Scalable data processing and visualization service of Sentinel 5P for Earth Observations Data Cubes
Air pollution significantly affects human health and the environment. It is caused by the emission of diverse pollutants into the atmosphere. Most of...
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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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Comparative Evaluation of Water Resource Data Policy Inventories Towards the Improvement of East African Climate and Water Data Infrastructure
The recognized challenge of freely accessing climate and water data in East Africa poses a problem in undertaking relevant analytical studies and...
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Integration of deep learning and data analytics for SAGD temperature and production analysis
Shale heterogeneities often impede the development of a steam chamber in many steam-assisted gravity drainage (SAGD) projects. Unfortunately, static...
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Geospatial modelling of rainfall erosivity in the humid tropics using remotely sensed data
Intense rainfall events characterise the humid tropical small island develo** states (HuT-SIDS). Therefore, appropriate computation of rainfall...
