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Integrating Data Science and Earth Science

Challenges and Solutions

AvLaurens M. Bouwer,Doris Dransch

Häftad, Engelska, 2022

Del i serien SpringerBriefs in Earth System Sciences

332 kr

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Beskrivning

This open access book presents the results of three years collaboration between earth scientists and data scientist, in developing and applying data science methods for scientific discovery.

Produktinformation

Utgivningsdatum:2022-07-15
Mått:155 x 235 x 12 mm
Vikt:264 g
Format:Häftad
Språk:Engelska
Serie:SpringerBriefs in Earth System Sciences
Antal sidor:148
Förlag:Springer Nature Switzerland AG
ISBN:9783030995454

Utforska kategorier

Geovetenskap inom Naturvetenskap och teknik
Matematisk statistik inom Naturvetenskap och teknik
Databaser inom Data och IT

Innehållsförteckning

Data Science and Earth System Science.- The Digital Earth project: focus and agenda.- Data analysis and exploration with visual approaches.- Data analysis and exploration with computational approaches.- Data analysis and exploration with scientific workflows.- The Digital Earth SMART monitoring concept and tools.- Interdisciplinary collaboration.- Evaluating the success of the Digital Earth project.- Lessons learned in the Digital Earth project.

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