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Blending Big Data Analytics: Review on Challenges and a Recent Study

Fairuz Amalina, Ibrahim Abaker Targio Hashem, Zati Hakim Azizul, Ang Tan Fong, Ahmad Firdaus, Muhammad Imran, Nor Badrul Anuar
2019 IEEE Access  
IMAGE: DEPTH COVER IN PIPELINE INFRASTRUCTURE MONITORING In many countries, many pipeline infrastructures are deeply buried under the ground.  ...  [64] proposed the geospatial analytics system scalability afforded by the cloud to monitor the depth of cover in scale to solve the issues.  ... 
doi:10.1109/access.2019.2923270 fatcat:dmtpplybtncdho5cvaiwb6mgy4

Geomatics Tools for Surveying and Mapping

Dr. P.K. Garg
2019 Zenodo  
World-wide, geomatics tools are being used in a large number of mega projects for better planning and management of resources.  ...  With the availability of modern equipment and technology, there is a tremendous saving of manpower and funds for field data collection and their analysis.  ...  Detection and interpretation of buried utilities, water, sewerage, pipelines, electrical and optical cables can be done.  ... 
doi:10.5281/zenodo.3360538 fatcat:4ni7bi7xbncr5emvsx6nntgsa4

Radar Remote Sensing to Supplement Pipeline Surveillance Programs through Measurements of Surface Deformations and Identification of Geohazard Risks

Emil Bayramov, Manfred Buchroithner, Martin Kada
2020 Remote Sensing  
This means that both techniques outlined in this paper provide a significant improvement for ground deformation monitoring or can significantly contribute to the assessment of geohazards and preventative  ...  and mitigate all the critical sites of subsidence and uplifts for the pipeline operators.  ...  Conflicts of Interest: The authors declare no conflict of interest.  ... 
doi:10.3390/rs12233934 fatcat:pmluifh2cjhvbgyw2b67phedqq

Current Trends and Perspectives of Detection and Location for Buried Non-Metallic Pipelines

Liang Ge, Changpeng Zhang, Guiyun Tian, Xiaoting Xiao, Junaid Ahmed, Guohui Wei, Ze Hu, Ju Xiang, Mark Robinson
2021 Chinese Journal of Mechanical Engineering  
AbstractBuried pipelines are an essential component of the urban infrastructure of modern cities. Traditional buried pipes are mainly made of metal materials.  ...  The location technologies for the location of the buried metal pipeline have become mature, but detection and location technologies for the non-metallic pipelines are still developing.  ...  , well cover, etc.) of obvious buried non-metallic pipelines in streets and fields.  ... 
doi:10.1186/s10033-021-00613-z fatcat:bffrpwkoyza5pgraj6t32lked4

Toward renewable energy geo-information infrastructures: Applications of GIScience and remote sensing that build institutional capacity

K. Calvert, J.M. Pearce, W.E. Mabee
2013 Renewable & Sustainable Energy Reviews  
The concept of a 'geo-information infrastructure' is used to bring coherence and direction to this growing body of literature.  ...  of resources, land availability / suitability, the absorptive capacity of proximal infrastructure, and local socio-political acceptance.  ...  The latter issue largely stems from the intrusion of new RE infrastructure on culturally and environmentally sensitive landscapes -for example, wind farms in typically agricultural or pastoral zones -combined  ... 
doi:10.1016/j.rser.2012.10.024 fatcat:6nyfuerfqre3nn3gf3kqhn6dry

Knowledge Extracted from Copernicus Satellite Data

Dumitru Octavian, Schwarz Gottfried, Eltoft Torbjørn, Kræmer Thomas, Wagner Penelope, Hughes Nick, Arthus David, Fleming Andrew, Koubarakis Manolis, Datcu Mihai
2019 Zenodo  
In this publication, we focus on the Polar case which requires the selection of validation areas, the generation of a training dataset, the development and testing of deep learning algorithms, and the  ...  Such a combination approach already demonstrated its applicability for monitoring seasonal snow cover [1].  ...  The research result indicates that the strategy of TSEVI with the ROC_TSEVI method has great potential application in forest cover change monitoring in other dense forest areas with rugged terrain.  ... 
doi:10.5281/zenodo.3941573 fatcat:zzifwgljifck5bpjnboetsftfu

Application of the LM-BP neural network approach for landslide risk assessments

Junnan Xiong, Ming Sun, Hao Zhang, Weiming Cheng, Yinghui Yang, Mingyuan Sun, Yifan Cao, Jiyan Wang
2018 NHESSD  
These results can be used as a guide for preventing and reducing regional hazards, establishing safe routes for both existing and new pipelines and safely operating pipelines in the Guangyuan section and  ...  The results showed that about 70<span class="thinspace"></span>% of the slopes were in high-hazard areas with a comparatively high landslide possibility and that the southern section of the oil pipeline  ...  The pipelines in these areas 251 had defects and were buried at a shallow depth. If a landslide occurred in this pipeline area, it could cause 252 pipe suspension, floating and damage.  ... 
doi:10.5194/nhess-2018-360 fatcat:efh4w63oyrafridrnbq52rmqeq

The Ionian And Adriatic Region: Energy Resources And Environmental Sustainability

Carmela Caroppo, Marzia Rovere
2017 Zenodo  
In order to reinforce the network of collaborative efforts established in previous years to facilitate the surfacing, reuse and innovative interpretation of relevant existing marine data, on May 19th 2017  ...  The action "oil & gas" of the Ritmare Project aimed to provide an independent scientific standpoint on the controversial issue of exploration and exploitation of hydrocarbons in the Italian seas.  ...  In the northern Ionian Sea there are large, up to 200 m in diameter, pockmarks, along main structural alignments, which are most probably connected, along normal faults, with fluids buried in the Miocene  ... 
doi:10.5281/zenodo.1038935 fatcat:ymqmdipqlrdwfgc7rnosrixbam

Intelligent VR-AR for Natural Disasters Management [chapter]

Silvia García, Paulina Trejo, Alberto García
2021 Augmented Reality [Working Title]  
The selected novel techniques have very advantageous qualities to overcome the inconveniences detected in the most recent seismic devastating experience in Mexico City, the Sept 19th, 2017, earthquake  ...  overlays of sensory signals for experiences a rich juxtaposition of virtual and real worlds simultaneously, when AR is applied.  ...  Acknowledgements The authors would like to express their very great appreciation to the Government of Mexico City and to the Commission for the Reconstruction.  ... 
doi:10.5772/intechopen.99337 fatcat:kkfcbhifzrbilgtm5zajif2g7a

Application of the Levenburg–Marquardt back propagation neural network approach for landslide risk assessments

Junnan Xiong, Ming Sun, Hao Zhang, Weiming Cheng, Yinghui Yang, Mingyuan Sun, Yifan Cao, Jiyan Wang
2019 Natural Hazards and Earth System Sciences  
These results can be used as a guide for preventing and reducing regional hazards, establishing safe routes for both existing and new pipelines, and safely operating pipelines in the Guangyuan area and  ...  The results show that about 70&amp;thinsp;% of the slopes were in high-susceptibility areas with a comparatively high landslide possibility and that the southern section of the oil pipeline in the study  ...  The pipelines in these areas had defects and were buried at a shallow depth. If a landslide occurred in this pipeline area, it could cause pipe suspension, floating and damage.  ... 
doi:10.5194/nhess-19-629-2019 fatcat:faoe3dq25zfz5mvjlgezgip2ku

SewerSnort: A drifting sensor for in situ Wastewater Collection System gas monitoring

Jung Soo Lim, Jihyoung Kim, Jonathan Friedman, Uichin Lee, Luiz Vieira, Diego Rosso, Mario Gerla, Mani B. Srivastava
2013 Ad hoc networks  
The key innovations of Sewer-Snort are the fully automated, end-to-end monitoring solution and the low energy self localizing strategy.  ...  In this paper we propose SewerSnort, a low cost, unmanned, fully automated in-sewer gas monitoring system.  ...  We appreciate the courtesy of Mr. Cowden, CEO of Rialto Concrete Pipe company, who provided us the experimental environment.  ... 
doi:10.1016/j.adhoc.2011.01.016 fatcat:eie4h45xynhvfgjum56vlhsyly

Freeze/Thaw-Induced Deformation Monitoring and Assessment of the Slope in Permafrost Based on Terrestrial Laser Scanner and GNSS

Lihui Luo, Wei Ma, Zhongqiong Zhang, Yanli Zhuang, Yaonan Zhang, Jinqiang Yang, Xuecheng Cao, Songtao Liang, Yanhu Mu
2017 Remote Sensing  
Terrestrial laser scanning was used in combination with global navigation satellite systems to monitor three-dimensional surface changes between 2014 and 2015 on the slope of permafrost in the QTEC, which  ...  Deformation characteristics of the slope will support enhanced decision making regarding the implementation of remote sensing and hydrological-thermal measurement technologies to monitor changes in the  ...  We would like to express our gratitude to the editors and reviewers for suggestions that improved this paper.  ... 
doi:10.3390/rs9030198 fatcat:seo32g5v2zbdtgqbdqclalfld4

SmartWater: A Service-Oriented and Sensor Cloud-Based Framework for Smart Monitoring of Water Environments

Haithem Mezni, Maha Driss, Wadii Boulila, Safa Ben Atitallah, Mokhtar Sellami, Nouf Alharbi
2022 Remote Sensing  
The proposed framework, named SmartWater, combines cutting-edge technologies in the field of sensor clouds, deep learning, knowledge reasoning, and data processing and analytics.  ...  A real-world dataset has been used in this study to experimentally validate the major features of the proposed smart water monitoring framework.  ...  Acknowledgments: The authors extend their appreciation to the Deputyship for Research & Innovation, Ministry of Education in Saudi Arabia for funding this research work; project number (442/210).  ... 
doi:10.3390/rs14040922 fatcat:bfunhlmtara35i56m5iunupqr4

IBM's Health Analytics and Clinical Decision Support

M. S. Kohn, J. Sun, S. Knoop, A. Shabo, B. Carmeli, D. Sow, T. Syed-Mahmood, W. Rapp
2014 IMIA Yearbook of Medical Informatics  
Methods: Some problems in healthcare and strategies for change are described.  ...  Objectives: This survey explores the role of big data and health analytics developed by IBM in supporting the transformation of healthcare by augmenting evidence-based decision-making.  ...  We have described an array of analytic and clinical decision support tools IBM has designed to help enable evidence-supported decisions.  ... 
doi:10.15265/iy-2014-0002 pmid:25123736 pmcid:PMC4287097 fatcat:5gnwywsk7bgnhltc6mim73tuui

Integrative Groundwater Studies in a Small-Scale Urban Area: Case Study from the Municipality of Penafiel (NW Portugal)

Freitas, Chaminé, Afonso, Meerkhan, Abreu, Trigo, Pereira
2020 Geosciences  
Vulnerability GIS-mapping, monitoring, and infiltration/recharge of water resources, and the delineation of the environmental protective background are key issues in evaluating, planning, managing, and  ...  Finally, the investigation addresses insights for decision-makers for the appropriate planning and sustainable management of groundwater resources in small-scale urban areas.  ...  Nagano for their support in some stages of the research. We acknowledge the anonymous reviewers for the constructive comments that helped to improve the focus of the manuscript.  ... 
doi:10.3390/geosciences10020054 fatcat:ljxojp2szfhdlcokfnhye7eosy
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