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Big Data Computing for Geospatial Applications
| Big Data Computing for Geospatial Applications |
| Autore | Li Zhenlong |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2020 |
| Descrizione fisica | 1 electronic resource (222 p.) |
| Soggetto topico |
Research & information: general
Geography |
| Soggetto non controllato |
task
workflow geospatial problem-solving knowledge base social media big data fine-grained emotion classification spatio-temporal analysis hazard mitigation missing road city blocks topology big mobile navigation trajectory data geographic knowledge representation geographic knowledge graph formalization GeoKG overlay analysis shape complexity massive data cloud parallel computing geovisual analytics machine learning smart card data transit corridor mobility community trip CA Markov land-use change prediction Hadoop MapReduce cloud computing ETL ELT sensor data IoT geospatial big data climate science metadata web cataloging service big geospatial data geospatial cyberinfrastructure topographic surface terrain modeling global terrain dataset geospatial computing cyberGIS GeoAI spatial thinking |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557664803321 |
Li Zhenlong
|
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| Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Open GIS
| Open GIS |
| Autore | Xia Jizhe |
| Edizione | [1st ed.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing AG, , 2024 |
| Descrizione fisica | 1 online resource (348 pages) |
| Altri autori (Persone) |
HuangQunying
GuiZhipeng TuWei |
| ISBN | 3-031-41748-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Foreword -- Acknowledgments -- Contents -- Part I: Open GIS Fundamentals -- Chapter 1: Open GIS in the New Big Data Era -- 1.1 Open GIS -- 1.2 The Components of Open GIS -- 1.3 Challenges and Vision -- 1.3.1 Documentation -- 1.3.2 Software Vulnerability -- 1.3.3 Peer-Review Mechanism -- 1.3.4 National Security and User Privacy -- 1.3.5 Education of Open GIS Intellectual Property Protection -- 1.4 Conclusion -- References -- Chapter 2: Open Data -- 2.1 Open-Source Dataset -- 2.1.1 Search Engine -- 2.1.2 GitHub -- 2.1.3 Official Release -- 2.1.3.1 USGS -- 2.1.3.2 Data.gov -- 2.1.3.3 Census -- 2.1.3.4 NOAA -- 2.1.3.5 NASA -- 2.1.3.6 GEOSS -- 2.1.3.7 FGDC -- 2.1.4 Research Institute -- 2.1.4.1 Microsoft Research -- 2.1.4.2 Tianchi -- 2.1.5 Open Data from Universities -- 2.1.6 Data from Companies and Foundations -- 2.1.6.1 ESRI -- 2.1.6.2 OpenStreetMap -- 2.1.6.3 Safegraph -- 2.1.7 Big Data Competitions -- 2.2 Conclusion -- Part II: Open Databases -- Chapter 3: Open-Source Data Formats and Open Services -- 3.1 Introduction -- 3.2 Spatial Data Formats -- 3.2.1 Vector Data Formats/Standards -- 3.2.1.1 Shapefile -- 3.2.1.2 GML -- 3.2.1.3 KML -- 3.2.1.4 GeoJSON -- 3.2.1.5 TopoJSON -- 3.2.1.6 GeoPackage -- 3.2.1.7 WKT -- 3.2.1.8 SVG -- 3.2.1.9 OSM -- 3.2.2 Raster Vector Data Formats/Standards -- 3.2.2.1 ESRI Grid -- 3.2.2.2 GeoTIFF -- 3.2.2.3 NetCDF -- 3.2.2.4 Hierarchical Data Format -- 3.2.2.5 GDAL Virtual Format -- 3.3 Open Spatial Data Services -- 3.3.1 OGC -- 3.3.1.1 WFS -- 3.3.1.2 WCS -- 3.3.1.3 WMS -- 3.3.1.4 WPS -- 3.3.1.5 CSW -- 3.3.2 ISO -- 3.3.2.1 ISO 19142 -- 3.3.2.2 ISO 19128 -- 3.4 Open Data Web Server -- 3.4.1 GeoServer -- 3.4.2 MapServer -- 3.5 Conclusion -- Exercise: Data Service -- Part I: Lab Instruction -- Login GeoServer and Functions Preview -- Preview Data Examples Provided by GeoServer -- Create Workspace.
Create Data Storage -- Add Data to Data Storage -- Data Publishing -- Data Preview and Service Access -- Part II: Lab Exercises (60 Points in Total) -- Assignment 1: Raster Data Publishing (45 pts) -- Assignment 2: Open Data Publishing (15 pts) -- Bibliography -- Chapter 4: Database Fundamentals -- 4.1 Database Concept -- 4.2 Database Elements -- 4.2.1 Data Model -- 4.2.2 Schemas, Instances, and Database Status -- 4.3 Database Design and Implementation -- 4.3.1 Conceptual Design with Entity-Relationship Model -- 4.3.2 Logical Design with Relational Model -- 4.4 Structured Query Language -- 4.4.1 DDL -- 4.4.1.1 Create Statements -- 4.4.1.2 Alter Statements -- 4.4.2 DML -- 4.5 Conclusion -- Exercise: SQL -- Part I: Lab Instruction -- Database Preparation -- SQL Queries -- Simple Selection -- Summarization and Aggregation -- Nested Queries (Subqueries) -- Joins (Retrieving Information from Multiple Tables) -- Insert, Update, and Delete -- Part II: Lab Exercises (60 points in total) -- Simple Selection (13 pts) -- Summarization and Aggregation (18 pts) -- Nested Queries (Subqueries) -- Joins (Retrieving Information from Multiple Tables) (9 pts) -- Insert, Update, and Delete (10 pts) -- Exercise: SQL (Answers) -- Simple Selection -- Summarization and Aggregation -- Nested Queries (Subqueries) -- Joins (Retrieving Information from Multiple Tables) -- Insert, Update, and Delete -- References -- Chapter 5: Relational Databases -- 5.1 Introduction -- 5.2 PostgreSQL/PostGIS -- 5.2.1 Interface -- 5.2.2 PostGIS Fundamentals -- 5.2.3 PostGIS Spatial Functions and Queries -- 5.3 MySQL/Spatial -- 5.4 MariaDB -- 5.5 SQLite/SpatiaLite -- 5.6 Conclusion -- Exercise: Spatial Query -- Part I: Lab Instruction -- Creating a Spatial Database -- Restoring the Database with the pgAdmin Console -- Geometries -- Metadata Tables -- Spatial Query -- Spatial Relationship. Spatial Join -- Useful SQL -- Part II: Lab Exercises (60 Points in Total) -- Exercise: Spatial Query (Answers) -- References -- Chapter 6: NoSQL Databases -- 6.1 The NoSQL Database -- 6.2 NoSQL Database Types -- 6.2.1 Key Value Stores -- 6.2.2 Document Stores -- 6.2.3 Column Stores -- 6.2.4 Graph Stores -- 6.3 An Example: MongoDB -- 6.3.1 MongoDB Structure -- 6.3.2 Creating and Deleting a Database and Collection -- 6.3.3 Import and Export -- 6.3.4 Create, Read, Update, Delete (CRUD) -- 6.3.5 MongoDB Spatial -- 6.4 Conclusion -- Exercise: MongoDB -- Installing MongoDB -- Creating a Database and Collections -- Adding Documents to Collections -- Exploring the Documents -- Querying MongoDB Databases -- Querying Fields in Documents -- Querying Nested Documents -- Spatial Queries -- Intersection -- Inclusion -- Proximity -- Exercise: MongoDB (Answers) -- References -- Part III: Open Spatial Data Processing and Analysis -- Chapter 7: Open Vector Analysis -- 7.1 Introduction -- 7.2 Open Vector Analysis Tools and Software -- 7.2.1 GRASS -- 7.2.2 QGIS -- 7.2.3 GeoDa -- 7.2.4 Whitebox GAT -- 7.2.5 gVSIG -- 7.2.6 MapWindow -- 7.3 Conclusion -- Exercise: QGIS -- The Spatial Evaluation of the Highway Expansion -- The Shortest Path Analysis -- References -- Chapter 8: Open Raster Data Analysis -- 8.1 Introduction -- 8.2 Open Raster Analysis Software -- 8.2.1 GDAL -- 8.2.2 WhiteboxTools -- 8.2.3 Raster Frames -- 8.2.4 Google Earth Engine -- 8.2.5 GEE Map -- 8.2.6 Leafmap -- 8.3 Conclusion -- Exercise: GEE -- Calculating the NDVI with Sentinel-2 Images -- Urban Land Cover Classification Using Random Forest with Sentinel-2 Images -- Time-Series Urban Extent Extraction and Visualization Through Satellite Night-Time Light Imagery -- References -- Chapter 9: Programming Libraries, APIs, and Tools -- 9.1 Introduction -- 9.2 Geoprocessing with GeoPandas. 9.2.1 Installation -- 9.2.2 Reading and Writing Vector Files -- 9.2.3 Creating the Shapefile -- 9.2.4 Basic Spatial Operation -- 9.2.5 Advanced Spatial Operation -- 9.3 Vector Analysis Using GeoPandas -- 9.3.1 Spatial Buffer Analysis -- 9.3.2 Spatial Overlap Analysis -- 9.3.3 Spatial Statistical Analysis -- 9.4 Geoprocessing with GDAL -- 9.4.1 Reading Raster Data -- 9.4.2 Creating and Writing Raster Files -- 9.4.3 Converting Raster to Vector -- 9.4.4 Converting Vector to Raster -- 9.5 Raster Analysis with GDAL -- 9.5.1 Contour -- 9.5.2 Histograms -- 9.5.3 Raster Reclassify -- 9.5.4 Network Analysis with OSMnx -- 9.6 Conclusion -- Exercise: GDAL and GeoPandas -- Part I: Practice -- Remote Sensing Image Classification Using GDAL -- Hotspot Detection with GeoPandas -- Part II: Problem Solving (60 Points in Total) -- References -- Part IV: Open Mapping and Visualization -- Chapter 10: Desktop-Based Mapping and Visualization Tools -- 10.1 Introduction -- 10.2 2D -- 10.2.1 QGIS -- 10.2.2 uDig -- 10.2.3 SAGA GIS -- 10.3 3D -- 10.3.1 Google Earth -- 10.3.2 NASA WorldWind -- 10.3.3 Microsoft WorldWide Telescope (WWT) -- 10.4 Conclusion -- Exercise: Desktop Application Lab -- Exercise for uDig -- Exercise for Google Earth -- References -- Chapter 11: Web-Based Mapping and Visualization Packages -- 11.1 Introduction -- 11.2 2D -- 11.2.1 Google Maps API -- 11.2.2 OpenLayers -- 11.2.3 MapBox -- 11.2.4 Leaflet -- 11.2.5 D3.js -- 11.2.6 Plotly.js -- 11.2.7 ECharts -- 11.3 3D -- 11.3.1 Google Earth 3D -- 11.3.2 Cesium -- 11.3.3 Three.js -- 11.3.4 Deck.gl -- 11.3.5 Kepler.js -- 11.4 Conclusion -- Exercise: Web Application Lab -- Trajectory Origin-Destination (OD) Visualization Using Kepler.gl -- 3D Visualization Using CESIUM -- References -- Part V: Applications -- Chapter 12: Open GIS for Public Health -- 12.1 Introduction -- 12.2 Spatial Analysis. 12.3 Spatial Modeling -- 12.4 Mapping and GIS Systems -- 12.5 Conclusion -- Exercise: Disease Modelling -- References -- Chapter 13: Open GIS for Disasters -- 13.1 Introduction -- 13.2 State-of-the-Art Work and Practice -- 13.2.1 Mitigation -- 13.2.2 Preparedness -- 13.2.3 Response -- 13.2.4 Recovery -- 13.3 Conclusion -- Exercise: Developing a Web Application for Disaster Management -- References -- Index. |
| Record Nr. | UNINA-9910865282803321 |
|
Xia Jizhe
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| Cham : , : Springer International Publishing AG, , 2024 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Spatial cloud computing : a practical approach / / Chaowei Yang, Qunying Huang
| Spatial cloud computing : a practical approach / / Chaowei Yang, Qunying Huang |
| Autore | Yang Chaowei |
| Edizione | [1st edition] |
| Pubbl/distr/stampa | Boca Raton : , : CRC Press, , [2014] |
| Descrizione fisica | 1 online resource (352 p.) |
| Disciplina |
004.67/82
004.6782 |
| Soggetto topico |
Geospatial data
Cloud computing |
| ISBN |
0-429-16788-1
1-4665-9316-4 |
| Classificazione | COM032000COM043000TEC036000 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | part I. Introduction to cloud computing for geosciences -- part II. Deploying applications onto cloud services -- part III. Cloud-enabling geoscience projects -- part IV. Cloud computing status and readiness -- part V. Future directions. |
| Record Nr. | UNINA-9910787575403321 |
|
Yang Chaowei
|
||
| Boca Raton : , : CRC Press, , [2014] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Spatial cloud computing : a practical approach / / Chaowei Yang, Qunying Huang
| Spatial cloud computing : a practical approach / / Chaowei Yang, Qunying Huang |
| Autore | Yang Chaowei |
| Edizione | [1st edition] |
| Pubbl/distr/stampa | Boca Raton : , : CRC Press, , [2014] |
| Descrizione fisica | 1 online resource (352 p.) |
| Disciplina |
004.67/82
004.6782 |
| Soggetto topico |
Geospatial data
Cloud computing |
| ISBN |
0-429-16788-1
1-4665-9316-4 |
| Classificazione | COM032000COM043000TEC036000 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | part I. Introduction to cloud computing for geosciences -- part II. Deploying applications onto cloud services -- part III. Cloud-enabling geoscience projects -- part IV. Cloud computing status and readiness -- part V. Future directions. |
| Record Nr. | UNINA-9910800200903321 |
|
Yang Chaowei
|
||
| Boca Raton : , : CRC Press, , [2014] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Spatial cloud computing : a practical approach / / Chaowei Yang, Qunying Huang
| Spatial cloud computing : a practical approach / / Chaowei Yang, Qunying Huang |
| Autore | Yang Chaowei |
| Edizione | [1st edition] |
| Pubbl/distr/stampa | Boca Raton : , : CRC Press, , [2014] |
| Descrizione fisica | 1 online resource (352 p.) |
| Disciplina |
004.67/82
004.6782 |
| Soggetto topico |
Geospatial data
Cloud computing |
| ISBN |
0-429-16788-1
1-4665-9316-4 |
| Classificazione | COM032000COM043000TEC036000 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | part I. Introduction to cloud computing for geosciences -- part II. Deploying applications onto cloud services -- part III. Cloud-enabling geoscience projects -- part IV. Cloud computing status and readiness -- part V. Future directions. |
| Record Nr. | UNINA-9910822830803321 |
|
Yang Chaowei
|
||
| Boca Raton : , : CRC Press, , [2014] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||