Keywords:
Climatology -- Mathematical models.
;
Electronic books.
Type of Medium:
Online Resource
Pages:
1 online resource (66 pages)
Edition:
1st ed.
ISBN:
9783642364648
Series Statement:
SpringerBriefs in Earth System Sciences Series
URL:
https://ebookcentral.proquest.com/lib/geomar/detail.action?docID=1206132
DDC:
550
Language:
English
Note:
Intro -- Earth System Modelling - Volume 4 -- Preface -- Contents -- Contributors -- 1 Input/Output and Postprocessing -- 2 Parallel I/O Basics -- 2.1 The I/O Software Stack -- 2.2 Parallel File Systems -- 2.3 MPI-IO -- 2.4 Data Format Libraries -- 2.5 Applying I/O Lessons to Applications -- 2.6 Parallel I/O Today and Tomorrow -- References -- 3 ESM I/O Layers -- 3.1 ESM I/O Layers: Design Considerations -- 3.2 An ESM Parallel I/O Class Library -- 3.2.1 mpp_io -- 3.2.2 Other ESM Parallel I/O Libraries -- 3.3 ESM Post-Processing Tools and Libraries -- 3.4 Discussion -- References -- 4 Data Storage -- 4.1 Hierarchical Storage Management: An Introduction -- 4.2 An Abstraction for HSMs: A Three-Level Storage Model -- 4.3 Discussion: HSM Strategies -- References -- 5 Data Representation -- 5.1 Scientific Data File Formats -- 5.1.1 NetCDF -- 5.1.2 HDF -- 5.1.3 GRIB -- 5.2 Remote Data Access -- 5.2.1 Bulk Access -- 5.2.2 Remote Subsetting in Index Space -- 5.2.3 Remote Subsetting in Coordinate Space -- 5.3 Georeferencing Coordinate Systems and Metadata -- 5.3.1 CF Conventions -- 5.3.2 Other Georeferencing Conventions -- 5.3.3 Discovery Versus Use Metadata -- 5.4 Data Models -- 5.4.1 ISO/OGC Models -- 5.5 Data Aggregation -- 5.6 Case Study: Attribution and Detection -- References -- 6 Data Analysis and Visualization -- 6.1 Background and History -- 6.2 The Analysis Process -- 6.3 Current Platforms Used for Data Analysis and Visualization -- 6.4 Community Tools and Environments -- 6.5 Use Case Example -- 6.6 Future Challenges and Directions -- 7 Future Perspectives -- References -- Glossary -- Index.
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