國立高雄大學圖資館 |

Language: English

Back

Integrating data science and earth sciencechallenges and solutions /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Integrating data science and earth scienceedited by Laurens M. Bouwer ... [et al.].
Reminder of title:	challenges and solutions /
other author:	Bouwer, Laurens M.
Published:	Cham :Springer International Publishing :2022.
Description:	xiv, 148 p. :ill., digital ;24 cm.
Contained By:	Springer Nature eBook
Subject:	Earth sciencesData processing.
Online resource:	https://doi.org/10.1007/978-3-030-99546-1
ISBN:	9783030995461$q(electronic bk.)

Integrating data science and earth sciencechallenges and solutions /
Integrating data science and earth sciencechallenges and solutions /[electronic resource] :edited by Laurens M. Bouwer ... [et al.]. - Cham :Springer International Publishing :2022. - xiv, 148 p. :ill., digital ;24 cm. - SpringerBriefs in earth system sciences,2191-5903. - SpringerBriefs in earth system sciences..

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.

Open access.

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. The book will be highly beneficial for other researchers at senior and graduate level, interested in applying visual data exploration, computational approaches and scientifc workflows.

ISBN: 9783030995461$q(electronic bk.)

Standard No.: 10.1007/978-3-030-99546-1doiSubjects--Topical Terms:

339540
Earth sciences
--Data processing.

LC Class. No.: QE48.8 / .I57 2022

Dewey Class. No.: 550.28557

Integrating data science and earth sciencechallenges and solutions /
LDR:01954nmm a2200349 a 4500 001 627643
003 DE-He213
005 20220714134745.0
006 m d
007 cr nn 008maaau
008 230201s2022 sz s 0 eng d
020 $a 9783030995461$q(electronic bk.)
020 $a 9783030995454$q(paper)
024 7 $a 10.1007/978-3-030-99546-1 $2 doi
035 $a 978-3-030-99546-1
040 $a GP $c GP
041 0 $a eng
050 4 $a QE48.8 $b .I57 2022
072 7 $a RB $2 bicssc
072 7 $a SCI019000 $2 bisacsh
072 7 $a RB $2 thema
082 0 4 $a 550.28557 $2 23
090 $a QE48.8 $b .I61 2022
245 0 0 $a Integrating data science and earth science $h [electronic resource] : $b challenges and solutions / $c edited by Laurens M. Bouwer ... [et al.].
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2022.
300 $a xiv, 148 p. : $b ill., digital ; $c 24 cm.
490 1 $a SpringerBriefs in earth system sciences, $x 2191-5903
505 0 $a 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.
506 $a Open access.
520 $a 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. The book will be highly beneficial for other researchers at senior and graduate level, interested in applying visual data exploration, computational approaches and scientifc workflows.
650 0 $a Earth sciences $x Data processing. $3 339540
650 0 $a Big data. $3 609582
650 1 4 $a Earth Sciences. $3 309702
650 2 4 $a Data Science. $3 913495
650 2 4 $a Statistics. $3 182057
650 2 4 $a Mathematics. $3 184409
700 1 $a Bouwer, Laurens M. $3 931736
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer Nature eBook
830 0 $a SpringerBriefs in earth system sciences. $3 558056
856 4 0 $u https://doi.org/10.1007/978-3-030-99546-1
950 $a Earth and Environmental Science (SpringerNature-11646)