top

  Info

  • Utilizzare la checkbox di selezione a fianco di ciascun documento per attivare le funzionalità di stampa, invio email, download nei formati disponibili del (i) record.

  Info

  • Utilizzare questo link per rimuovere la selezione effettuata.

Biblioteca

MARC Lista (tabellare)
Application of soft computing, machine learning, deep learning and optimizations in geoengineering and geoscience / / Wengang Zhang [and four others]
Application of soft computing, machine learning, deep learning and optimizations in geoengineering and geoscience / / Wengang Zhang [and four others]
Autore Zhang Wen'gang
Pubbl/distr/stampa Singapore : , : Springer, , [2022]
Descrizione fisica 1 online resource (143 pages)
Disciplina 550.2855133
Soggetto topico Earth sciences - Data processing
ISBN 981-16-6834-5
981-16-6835-3
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Record Nr. UNINA-9910743396403321
Zhang Wen'gang  
Singapore : , : Springer, , [2022]
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Applied computing & geosciences : an international open access journal
Applied computing & geosciences : an international open access journal
Pubbl/distr/stampa Oxford : , : Elsevier Ltd.
Descrizione fisica 1 online resource
Soggetto topico Earth sciences - Computer programs
Earth sciences - Data processing
Earth sciences - Technological innovations
Soggetto genere / forma Periodicals.
Formato Materiale a stampa
Livello bibliografico Periodico
Lingua di pubblicazione eng
Altri titoli varianti Applied computing and geosciences
Record Nr. UNINA-9910384435503321
Oxford : , : Elsevier Ltd.
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Applied computing & geosciences : an international open access journal
Applied computing & geosciences : an international open access journal
Pubbl/distr/stampa Oxford : , : Elsevier Ltd.
Descrizione fisica 1 online resource
Soggetto topico Earth sciences - Computer programs
Earth sciences - Data processing
Earth sciences - Technological innovations
Soggetto genere / forma Periodicals.
Formato Materiale a stampa
Livello bibliografico Periodico
Lingua di pubblicazione eng
Altri titoli varianti Applied computing and geosciences
Record Nr. UNISA-996342648203316
Oxford : , : Elsevier Ltd.
Materiale a stampa
Lo trovi qui: Univ. di Salerno
Opac: Controlla la disponibilità qui
Assessment of the usefulness and availability of NASA's earth and space science mission data [[electronic resource] /] / Task Group on the Usefulness and Availability of NASA's Space Mission Data, Space Studies Board, Division on Engineering and Physical Sciences, Board on Earth Science and Resources, Division on Earth and Life Studies, National Research Council
Assessment of the usefulness and availability of NASA's earth and space science mission data [[electronic resource] /] / Task Group on the Usefulness and Availability of NASA's Space Mission Data, Space Studies Board, Division on Engineering and Physical Sciences, Board on Earth Science and Resources, Division on Earth and Life Studies, National Research Council
Pubbl/distr/stampa Washington, D.C., : National Academy Press, c2002
Descrizione fisica 1 online resource (112 p.)
Disciplina 621.3678
Soggetto topico Earth sciences - Data processing
Space sciences - Data processing
Remote sensing - Data processing
Soggetto genere / forma Electronic books.
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto ""Assessment of the Usefulness and Availability of NASA�s Earth and Space Science Mission Data""; ""Copyright""; ""Preface""; ""Acknowledgment of Reviewers""; ""Contents""; ""Executive Summary""; ""AVAILABILITY AND USEFULNESS OF NASA�S SPACE MISSION DATA""; ""MANAGEMENT OF DATA WITHIN NASA""; ""INVESTMENTS IN SOFTWARE AND DATA ANALYSIS""; ""LONG-TERM MAINTENANCE OF DATA""; ""FEDERATED DATA SYSTEMS""; ""EARTH SCIENCES DATA SYSTEM""; ""USERS OF NASA DATA""; ""STRATEGIES FOR MEETING THE REQUIREMENTS OF THERESEARCH COMMUNITY""; ""1 NASA: A Knowledge Agency""; ""INTRODUCTION""
""SPACE SCIENCE ENTERPRISE""""Astrophysics: Origins and the Structure and Evolution of the Universe""; ""The Sun-Earth Connection""; ""Solar System Exploration""; ""EARTH SCIENCE ENTERPRISE""; ""THE CHANGING PARADIGM FOR NASA""; ""2 Accessibility of Data: The Architectureof the Archives""; ""SPACE SCIENCE DATA SYSTEMS""; ""Astrophysics Data Systems""; ""Planetary Data Systems""; ""Solar and Space Physics Data Systems""; ""Solar Data Analysis Center""; ""Space Plasma Physics""; ""EARTH OBSERVING SYSTEM DATA AND INFORMATION SYSTEM""; ""STRATEGIC EVOLUTION OF ESE DATA SYSTEMS""
""LONG-TERM MAINTENANCE OF DATA""""Space Science Data and the National Space Science Data Center""; ""Earth Science Data""; ""Conclusions""; ""3 The Users of NASA Data""; ""USER PROFILE""; ""AVAILABILITY OF EARTH AND SPACE SCIENCE DATA""; ""SCIENTIFIC COMMUNITY USERS""; ""NONSCIENTIST USERS""; ""Education Community""; ""Formal Education""; ""Informal Education""; ""Usefulness of Data to the Education Community""; ""Online Outreach""; ""News Media""; ""Commercial Users and Decision Makers""; ""CONCLUSIONS""; ""4 Strategies for Managing Earth andSpace Science Data""
""A COMPREHENSIVE APPROACH TO INFORMATION MANAGEMENT""""ISSUES OF BALANCE: ACQUISITION, ANALYSIS, AND ARCHIVING""; ""Data Analysis Funding""; ""Timeliness of Data Analysis""; ""FEDERATED DATABASES""; ""The National Virtual Observatory""; ""Planetary Data System""; ""Federation of Earth Science Information Partners""; ""ELEMENTS OF EFFECTIVE DATA MANAGEMENT""; ""Appendixes""; ""Appendix A Letter of Request""; ""Appendix B The Data Life Cycle""; ""Appendix C Questionnaire to the Active Archives, Data Centers,and Data Services""
""Information Requested from the Space Science and Earth Science Facilities""""Additional Information Requested of the Space Science Active Facilities""; ""Additional Information Requested of the Distributed Active Archive Centers""; ""Appendix D Biographies of Task Group Members""; ""Appendix E Meeting Agendas""; ""Appendix F Acronyms""
Record Nr. UNINA-9910451498403321
Washington, D.C., : National Academy Press, c2002
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Assessment of the usefulness and availability of NASA's earth and space science mission data [[electronic resource] /] / Task Group on the Usefulness and Availability of NASA's Space Mission Data, Space Studies Board, Division on Engineering and Physical Sciences, Board on Earth Science and Resources, Division on Earth and Life Studies, National Research Council
Assessment of the usefulness and availability of NASA's earth and space science mission data [[electronic resource] /] / Task Group on the Usefulness and Availability of NASA's Space Mission Data, Space Studies Board, Division on Engineering and Physical Sciences, Board on Earth Science and Resources, Division on Earth and Life Studies, National Research Council
Pubbl/distr/stampa Washington, D.C., : National Academy Press, c2002
Descrizione fisica 1 online resource (112 p.)
Disciplina 621.3678
Soggetto topico Earth sciences - Data processing
Space sciences - Data processing
Remote sensing - Data processing
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto ""Assessment of the Usefulness and Availability of NASA�s Earth and Space Science Mission Data""; ""Copyright""; ""Preface""; ""Acknowledgment of Reviewers""; ""Contents""; ""Executive Summary""; ""AVAILABILITY AND USEFULNESS OF NASA�S SPACE MISSION DATA""; ""MANAGEMENT OF DATA WITHIN NASA""; ""INVESTMENTS IN SOFTWARE AND DATA ANALYSIS""; ""LONG-TERM MAINTENANCE OF DATA""; ""FEDERATED DATA SYSTEMS""; ""EARTH SCIENCES DATA SYSTEM""; ""USERS OF NASA DATA""; ""STRATEGIES FOR MEETING THE REQUIREMENTS OF THERESEARCH COMMUNITY""; ""1 NASA: A Knowledge Agency""; ""INTRODUCTION""
""SPACE SCIENCE ENTERPRISE""""Astrophysics: Origins and the Structure and Evolution of the Universe""; ""The Sun-Earth Connection""; ""Solar System Exploration""; ""EARTH SCIENCE ENTERPRISE""; ""THE CHANGING PARADIGM FOR NASA""; ""2 Accessibility of Data: The Architectureof the Archives""; ""SPACE SCIENCE DATA SYSTEMS""; ""Astrophysics Data Systems""; ""Planetary Data Systems""; ""Solar and Space Physics Data Systems""; ""Solar Data Analysis Center""; ""Space Plasma Physics""; ""EARTH OBSERVING SYSTEM DATA AND INFORMATION SYSTEM""; ""STRATEGIC EVOLUTION OF ESE DATA SYSTEMS""
""LONG-TERM MAINTENANCE OF DATA""""Space Science Data and the National Space Science Data Center""; ""Earth Science Data""; ""Conclusions""; ""3 The Users of NASA Data""; ""USER PROFILE""; ""AVAILABILITY OF EARTH AND SPACE SCIENCE DATA""; ""SCIENTIFIC COMMUNITY USERS""; ""NONSCIENTIST USERS""; ""Education Community""; ""Formal Education""; ""Informal Education""; ""Usefulness of Data to the Education Community""; ""Online Outreach""; ""News Media""; ""Commercial Users and Decision Makers""; ""CONCLUSIONS""; ""4 Strategies for Managing Earth andSpace Science Data""
""A COMPREHENSIVE APPROACH TO INFORMATION MANAGEMENT""""ISSUES OF BALANCE: ACQUISITION, ANALYSIS, AND ARCHIVING""; ""Data Analysis Funding""; ""Timeliness of Data Analysis""; ""FEDERATED DATABASES""; ""The National Virtual Observatory""; ""Planetary Data System""; ""Federation of Earth Science Information Partners""; ""ELEMENTS OF EFFECTIVE DATA MANAGEMENT""; ""Appendixes""; ""Appendix A Letter of Request""; ""Appendix B The Data Life Cycle""; ""Appendix C Questionnaire to the Active Archives, Data Centers,and Data Services""
""Information Requested from the Space Science and Earth Science Facilities""""Additional Information Requested of the Space Science Active Facilities""; ""Additional Information Requested of the Distributed Active Archive Centers""; ""Appendix D Biographies of Task Group Members""; ""Appendix E Meeting Agendas""; ""Appendix F Acronyms""
Record Nr. UNINA-9910777451303321
Washington, D.C., : National Academy Press, c2002
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Assessment of the usefulness and availability of NASA's earth and space science mission data / / Task Group on the Usefulness and Availability of NASA's Space Mission Data, Space Studies Board, Division on Engineering and Physical Sciences, Board on Earth Science and Resources, Division on Earth and Life Studies, National Research Council
Assessment of the usefulness and availability of NASA's earth and space science mission data / / Task Group on the Usefulness and Availability of NASA's Space Mission Data, Space Studies Board, Division on Engineering and Physical Sciences, Board on Earth Science and Resources, Division on Earth and Life Studies, National Research Council
Edizione [1st ed.]
Pubbl/distr/stampa Washington, D.C., : National Academy Press, c2002
Descrizione fisica 1 online resource (112 p.)
Disciplina 621.3678
Soggetto topico Earth sciences - Data processing
Space sciences - Data processing
Remote sensing - Data processing
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto ""Assessment of the Usefulness and Availability of NASA�s Earth and Space Science Mission Data""; ""Copyright""; ""Preface""; ""Acknowledgment of Reviewers""; ""Contents""; ""Executive Summary""; ""AVAILABILITY AND USEFULNESS OF NASA�S SPACE MISSION DATA""; ""MANAGEMENT OF DATA WITHIN NASA""; ""INVESTMENTS IN SOFTWARE AND DATA ANALYSIS""; ""LONG-TERM MAINTENANCE OF DATA""; ""FEDERATED DATA SYSTEMS""; ""EARTH SCIENCES DATA SYSTEM""; ""USERS OF NASA DATA""; ""STRATEGIES FOR MEETING THE REQUIREMENTS OF THERESEARCH COMMUNITY""; ""1 NASA: A Knowledge Agency""; ""INTRODUCTION""
""SPACE SCIENCE ENTERPRISE""""Astrophysics: Origins and the Structure and Evolution of the Universe""; ""The Sun-Earth Connection""; ""Solar System Exploration""; ""EARTH SCIENCE ENTERPRISE""; ""THE CHANGING PARADIGM FOR NASA""; ""2 Accessibility of Data: The Architectureof the Archives""; ""SPACE SCIENCE DATA SYSTEMS""; ""Astrophysics Data Systems""; ""Planetary Data Systems""; ""Solar and Space Physics Data Systems""; ""Solar Data Analysis Center""; ""Space Plasma Physics""; ""EARTH OBSERVING SYSTEM DATA AND INFORMATION SYSTEM""; ""STRATEGIC EVOLUTION OF ESE DATA SYSTEMS""
""LONG-TERM MAINTENANCE OF DATA""""Space Science Data and the National Space Science Data Center""; ""Earth Science Data""; ""Conclusions""; ""3 The Users of NASA Data""; ""USER PROFILE""; ""AVAILABILITY OF EARTH AND SPACE SCIENCE DATA""; ""SCIENTIFIC COMMUNITY USERS""; ""NONSCIENTIST USERS""; ""Education Community""; ""Formal Education""; ""Informal Education""; ""Usefulness of Data to the Education Community""; ""Online Outreach""; ""News Media""; ""Commercial Users and Decision Makers""; ""CONCLUSIONS""; ""4 Strategies for Managing Earth andSpace Science Data""
""A COMPREHENSIVE APPROACH TO INFORMATION MANAGEMENT""""ISSUES OF BALANCE: ACQUISITION, ANALYSIS, AND ARCHIVING""; ""Data Analysis Funding""; ""Timeliness of Data Analysis""; ""FEDERATED DATABASES""; ""The National Virtual Observatory""; ""Planetary Data System""; ""Federation of Earth Science Information Partners""; ""ELEMENTS OF EFFECTIVE DATA MANAGEMENT""; ""Appendixes""; ""Appendix A Letter of Request""; ""Appendix B The Data Life Cycle""; ""Appendix C Questionnaire to the Active Archives, Data Centers,and Data Services""
""Information Requested from the Space Science and Earth Science Facilities""""Additional Information Requested of the Space Science Active Facilities""; ""Additional Information Requested of the Distributed Active Archive Centers""; ""Appendix D Biographies of Task Group Members""; ""Appendix E Meeting Agendas""; ""Appendix F Acronyms""
Record Nr. UNINA-9910811612303321
Washington, D.C., : National Academy Press, c2002
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Big data analytics in earth, atmospheric, and ocean sciences / / Thomas Huang, Tiffany C. Vance, and Christopher Lynnes
Big data analytics in earth, atmospheric, and ocean sciences / / Thomas Huang, Tiffany C. Vance, and Christopher Lynnes
Autore Huang Thomas (Technologist)
Pubbl/distr/stampa Hoboken, NJ : , : American Geophysical Union, , [2022]
Descrizione fisica 1 online resource (355 pages) : illustrations (some color), color maps
Disciplina 550.0285/57
Collana Special Publications
Soggetto topico Earth sciences - Data processing
Atmospheric science - Data processing
ISBN 1-119-46755-1
1-119-46756-X
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Cover -- Title Page -- Copyright -- Contents -- List of Contributors -- Preface -- Chapter 1 An Introduction to Big Data Analytics -- 1.1 Overview -- 1.1.1 What Differentiates Spatial Big Data -- 1.2 Definitions -- 1.3 Example Problems -- 1.3.1 Agriculture -- 1.3.2 Commerce -- 1.3.3 Connected Cars -- 1.3.4 Environment -- 1.3.5 Financial Services -- 1.3.6 Government Agencies -- 1.3.7 Health Care -- 1.3.8 Marketing -- 1.3.9 Mining -- 1.3.10 Petroleum -- 1.3.11 Retail -- 1.3.12 Telecommunications -- 1.3.13 Transportation -- 1.3.14 Utilities -- 1.4 Big Data Analysis Concepts -- 1.4.1 Summarizing Data -- 1.4.2 Identify Locations -- 1.4.3 Pattern Analysis -- 1.4.4 Cluster Analysis -- 1.4.5 Proximity Analysis -- 1.4.6 Predictive Modeling -- 1.5 Technology and Tools -- 1.5.1 Available Tools -- 1.6 Challenges -- 1.7 Summary -- References -- Part I Big Data Analytics Architecture -- Chapter 2 Introduction to Big Data Analytics Architecture -- References -- Chapter 3 Scaling Big Earth Science Data Systems Via Cloud Computing -- 3.1 Introduction -- 3.2 Key Concepts of Science Data Systems (SDSes) -- 3.3 Increasing Data Processing, Volumes, and Rates -- 3.3.1 Historical Example -- 3.3.2 Example of On‐Premises SDS -- 3.3.3 Exceeding On‐Premise Capacities -- 3.4 Cloud Concepts for SDSes -- 3.4.1 IaaS (Infrastructure as a Service) -- 3.4.2 PaaS (Platform as a Service) -- 3.4.3 SaaS (Software as a Service) -- 3.4.4 XaaS (Everything as a Service) -- 3.5 Architecture Components of Cloud‐Based SDS -- 3.5.1 Algorithm Development Environment -- 3.5.2 Processing Algorithm Catalog -- 3.5.3 Resource Management -- 3.5.4 Processing Orchestration/Workflow Management -- 3.5.5 Compute Services -- 3.5.6 Data Catalog -- 3.5.7 Data Storage Services -- 3.5.8 Common Services for Logging, Metrics, Events, and Analytics.
3.5.9 Integrating Science Data Processing and Algorithm Development, Software Catalog, and Analysis -- 3.6 Considerations for Multi‐cloud and Hybrid SDS -- 3.6.1 Collocation of GDS, SDS, and DAAC -- 3.6.2 All‐In and Lock‐In -- 3.7 Cloud Economics -- 3.8 Large‐Scaling Considerations -- 3.8.1 Metrics for Anomalies -- 3.8.2 Thundering Herd -- 3.8.3 Higher SLA -- 3.8.4 Watchdogs -- 3.9 Example of Cloud SDSes -- 3.9.1 SMAP in the Cloud -- 3.9.2 NISAR SDS -- 3.10 Conclusion -- 3.10 References -- Chapter 4 NOAA Open Data Dissemination (Formerly NOAA Big Data Project/Program) -- 4.1 Obstacles to the Public's Use of NOAA Environmental Data -- 4.2 Public Access of NOAA Data Creates Challenges for the Agency -- 4.3 The Vision for NOAA's "Oddball" Approach to Big Data -- 4.4 A NOAA Cooperative Institute Data Broker provides Research and Operational Agility -- 4.5 Public‐Private Partnerships Provide the Pipeline -- 4.6 BDP Exceeds Expectations and Evolves into Enterprise Operations -- 4.7 Engaging Users in the Cloud -- 4.7.1 Early Insights From User Engagement -- 4.7.2 Data Analytics and Metrics Informing User Engagement -- 4.7.3 NODD Supports Industry Challenges in Sustainability -- 4.7.4 Advancing User Engagement for NODD -- 4.8 Challenges and Opportunities -- 4.8.1 Format Conversions and Cloud‐Based Tools -- 4.8.2 Attention to Data Quality and Provenance -- 4.9 Vision for the Future -- 4.9 Acknowledgments -- 4.9 References -- Chapter 5 A Data Cube Architecture for Cloud‐Based Earth Observation Analytics -- 5.1 Introduction -- 5.1.1 The Open Data Cube (ODC) Architecture -- 5.2 Open Data Cube for the Cloud Design -- 5.2.1 Storage Model -- 5.2.2 The ODC S3 Native Storage Driver -- 5.2.3 S3 Array Structure -- 5.2.4 Implementation of the S3 Array I/O Module -- 5.2.5 Execution Model -- 5.2.6 Execution Engine -- 5.3 S3 Array I/O Performance -- 5.3.1 Experiment Setup.
5.3.2 Raw S3 Read/Write Performance -- 5.3.3 Data Cube Ingest Scaling (Write) -- 5.3.4 Data Cube Load Scaling (Read) -- 5.4 Discussion and Conclusion -- 5.4.1 S3AIO Advantages -- 5.4.2 S3AIO Limitations -- 5.4.3 Next Steps for This Research -- 5.4 References -- Chapter 6 Open Source Exploratory Analysis of Big Earth Data With NEXUS -- 6.1 Introduction -- 6.1.1 Cloud Computing -- 6.1.2 MapReduce Programming Model -- 6.2 Architecture -- 6.3 Deployment Architecture -- 6.4 Benchmarking and Studies -- 6.4.1 Hurricane Katrina Case Study -- 6.5 Analytics Collaborative Framework -- 6.6 Federated Analytics Collaborative Systems -- 6.7 Conclusion -- 6.7 References -- Chapter 7 Benchmark Comparison of Cloud Analytics Methods Applied to Earth Observations -- 7.1 Introduction -- 7.2 Experimental Setup -- 7.3 AODS Candidates -- 7.4 Experimental Results -- 7.5 Conclusions -- 7.5 References -- Part II Analysis Methods for Big Earth Data -- Chapter 8 Introduction to Analysis Methods for Big Earth Data -- References -- Chapter 9 Spatial Statistics for Big Data Analytics in the Ocean and Atmosphere: Perspectives, Challenges, and Opportunities -- 9.1 Spatial Data and Spatial Statistics -- 9.2 What Constitutes Big Spatial Data? -- 9.3 Statistical Implications of the Four Vs of Big Spatial Data -- 9.3.1 Volume -- 9.3.2 Variety -- 9.3.3 Velocity -- 9.3.4 Veracity -- 9.4 Challenges to the Statistical Analysis of Big Spatial Data -- 9.4.1 Randomness and Sampling -- 9.4.2 High Dimensionality -- 9.4.3 Independence of Samples and Spatial Autocorrelation -- 9.4.4 Effect Size -- 9.5 Opportunities in Spatial Analysis of Big Data -- 9.5.1 Ecological Marine Units -- 9.5.2 Spatiotemporal Analysis of California Maximum Temperature -- 9.6 Conclusion -- 9.6 References -- Chapter 10 Giving Scientists Back Their Flow: Analyzing Big Geoscience Data Sets in the Cloud -- 10.1 Introduction.
10.2 Where's the Opportunity? -- 10.2.1 Progression of Typical Approaches Over the Past 5 Years -- 10.2.2 On Premises Approaches -- 10.2.3 Off‐Premises Solutions: Cloud Computing -- 10.3 The Future -- 10.3 Reference -- Chapter 11 The Distributed Oceanographic Match‐Up Service -- 11.1 Introduction -- 11.2 DOMS Capabilities -- 11.3 System Architecture -- 11.3.1 Data Sets -- 11.3.2 In Situ Data -- 11.3.3 Satellite Data -- 11.3.4 User Interface -- 11.4 Workflow -- 11.4.1 Match‐Up Algorithms -- 11.4.2 DOMS API -- 11.4.3 DOMS File Output -- 11.4.4 User Interface -- 11.5 Future Development -- 11.5 Acknowledgments -- 11.5 Availability Statement -- 11.5 References -- Part III Big Earth Data Applications -- Chapter 12 Introduction to Big Earth Data Applications -- References -- Chapter 13 Topological Methods for Pattern Detection in Climate Data -- 13.1 Introduction -- 13.2 Topological Methods for Pattern Detection -- 13.2.1 Step 1: Topological Feature Descriptors of Weather Patterns -- 13.2.2 Step 2: Machine Learning for Classifying Weather Patterns -- 13.3 Case Study: Atmospheric Rivers Detection -- 13.3.1 Atmospheric Rivers -- 13.3.2 Data -- 13.3.3 Results -- 13.4 Conclusions and Recommendations -- 13.4 Acknowledgments -- 13.4 References -- Chapter 14 Exploring Large Scale Data Analysis and Visualization for Atmospheric Radiation Measurement Data Discovery Using NoSQL Technologies -- 14.1 Introduction -- 14.2 Software and Workflow -- 14.2.1 Software -- 14.2.2 Workflow -- 14.3 Hardware Architecture -- 14.4 Applications -- 14.4.1 LASSO Bundle Browser -- 14.4.2 ARMBE Visualizations -- 14.4.3 Data Analytics -- 14.5 Conclusions -- 14.5 Acknowledgments -- 14.5 References -- Chapter 15 Demonstrating Condensed Massive Satellite Data Sets for Rapid Data Exploration: The MODIS Land Surface Temperatures of Antarctica -- 15.1 Introduction -- 15.2 Data -- 15.3 Methods.
15.3.1 Data Set Cleaning -- 15.3.2 Baseline Statistics Generation -- 15.3.3 Anomaly Determination -- 15.3.4 Database Storage -- 15.4 Results -- 15.4.1 Efficiency and Performance -- 15.4.2 Cloud Masking Quality -- 15.4.3 Coldest Temperature -- 15.4.4 Spurious Warm Observations -- 15.5 Conclusions -- 15.5 Acknowledgments -- 15.5 Availability Statement -- 15.5 References -- Chapter 16 Developing Big Data Infrastructure for Analyzing AIS Vessel Tracking Data on a Global Scale -- 16.1 Introduction -- 16.2 Background -- 16.3 Use Case: Producing Heat Maps of Vessel Traffic using AIS Data -- 16.3.1 Overview -- 16.3.2 Data Preparation -- 16.4 Data Processing Overview -- 16.4.1 Data Processing Steps -- 16.4.2 Data Processing: Results -- 16.4.3 Data Curation and Open Access -- 16.5 Future Work -- 16.6 Conclusions -- 16.6 References -- Chapter 17 Future of Big Earth Data Analytics -- 17.1 Introduction -- 17.2 How Data Get Bigger -- 17.3 The Evolution of Analytics Algorithms -- 17.4 Analytics Architectures -- 17.5 Conclusions -- 17.5 References -- Index -- EULA.
Record Nr. UNINA-9910830367503321
Huang Thomas (Technologist)  
Hoboken, NJ : , : American Geophysical Union, , [2022]
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Characteristics and availability of data from earth-imaging satellites / / by C. Scott Southworth
Characteristics and availability of data from earth-imaging satellites / / by C. Scott Southworth
Autore Southworth Scott <1957->
Pubbl/distr/stampa [Reston, Va.] : , : Department of the Interior, U.S. Geological Survey, , 1985
Descrizione fisica 1 online resource (102 pages) : illustrations (some color)
Collana U.S. Geological Survey bulletin
Soggetto topico Artificial satellites in earth sciences
Earth sciences - Data processing
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Record Nr. UNINA-9910704014803321
Southworth Scott <1957->  
[Reston, Va.] : , : Department of the Interior, U.S. Geological Survey, , 1985
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Computational geosciences
Computational geosciences
Pubbl/distr/stampa Bassum, the Netherlands, : Baltzer Science Publishers, 1997-
Disciplina 550.151
Soggetto topico Earth sciences - Mathematics
Earth sciences - Data processing
Sciences de la terre - Mathématiques
Sciences de la terre - Informatique
Soggetto genere / forma Periodicals.
ISSN 1573-1499
Formato Materiale a stampa
Livello bibliografico Periodico
Lingua di pubblicazione eng
Altri titoli varianti CG
Record Nr. UNINA-9910145995503321
Bassum, the Netherlands, : Baltzer Science Publishers, 1997-
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Computational geosciences
Computational geosciences
Pubbl/distr/stampa Bassum, the Netherlands, : Baltzer Science Publishers, 1997-
Disciplina 550.151
Soggetto topico Earth sciences - Mathematics
Earth sciences - Data processing
Sciences de la terre - Mathématiques
Sciences de la terre - Informatique
Soggetto genere / forma Periodicals.
ISSN 1573-1499
Formato Materiale a stampa
Livello bibliografico Periodico
Lingua di pubblicazione eng
Altri titoli varianti CG
Record Nr. UNISA-996200966903316
Bassum, the Netherlands, : Baltzer Science Publishers, 1997-
Materiale a stampa
Lo trovi qui: Univ. di Salerno
Opac: Controlla la disponibilità qui