Introduction to environmental data science / (Record no. 38182)
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000 -LEADER | |
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fixed length control field | 01469cam a22001938i 4500 |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
ISBN | 9781032330341 |
041 ## - LANGUAGE CODE | |
Language code of text/sound track or separate title | eng |
082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
Classification number | 363.700285 |
Item number | DAV-I |
100 1# - MAIN ENTRY--AUTHOR NAME | |
Personal name | Davis, Jerry D. |
Relator term | author. |
245 10 - TITLE STATEMENT | |
Title | Introduction to environmental data science / |
Statement of responsibility, etc | Jerry D. Davis. |
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
Place of publication | Florida : |
Name of publisher | CRC, |
Year of publication | 2023. |
300 ## - PHYSICAL DESCRIPTION | |
Number of Pages | xx, 382p. |
504 ## - BIBLIOGRAPHY, ETC. NOTE | |
Bibliography, etc | Includes bibliographical references and index. |
520 ## - SUMMARY, ETC. | |
Summary, etc | "Introduction to Environmental Data Science focuses on data science methods in the R language applied to environmental research, with sections on exploratory data analysis in R including data abstraction, transformation, and visualization; spatial data analysis in vector and raster models; statistics & modelling ranging from exploratory to modelling, considering confirmatory statistics and extending to machine learning models; time series analysis, focusing especially on carbon and micrometeorological flux; and communication. Introduction to Environmental Data Science. It is an ideal textbook to teach undergraduate to graduate level students in environmental science, environmental studies, geography, earth science, and biology, but can also serve as a reference for environmental professionals working in consulting, NGOs, and government agencies at the local, state, federal, and international levels"-- |
546 ## - LANGUAGE NOTE | |
Language note | English. |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical Term | Environmental sciences |
General subdivision | Data processing. |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical Term | R (Computer program language) |
942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
Source of classification or shelving scheme | |
Koha item type | Books |
Withdrawn status | Lost status | Damaged status | Not for loan | Permanent Location | Current Location | Date acquired | Source of acquisition | Cost, normal purchase price | Full call number | Accession Number | Cost, replacement price | Price effective from | Koha item type |
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NASSDOC Library | NASSDOC Library | 2023-03-16 | Overseas | 0.00 | 363.700285 DAV-I | 52816 | 0.00 | 2023-07-04 | Books |