Open Daily: 10am - 10pm | Alley door pickup 10am - 7pm 3038 Hennepin Ave Minneapolis, MN
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  • Open Daily: 10am - 10pm
    Alley-side Pickup: 10am - 7pm

    3038 Hennepin Ave Minneapolis, MN
    612-822-4611

Open Daily: 10am - 10pm | Alley-side Pickup: 10am - 7pm
3038 Hennepin Ave Minneapolis, MN
612-822-4611
R Applications in Earth Sciences: From Soil Data to Climate Time Series Analysis and Modeling

R Applications in Earth Sciences: From Soil Data to Climate Time Series Analysis and Modeling

Pawlik, Lukasz

Hardcover

Series: Springer Textbooks in Earth Sciences, Geography and Environm

AgricultureGeographyGeology

Currently unavailable to order

ISBN10: 3031896726
ISBN13: 9783031896729
Publisher: Springer
Published: Jul 1 2025
Pages: 174
Weight: 1.50
Height: 0.70 Width: 8.20 Depth: 10.60
Language: English

This textbook helps to understand the real Earth data with the practical application of many handy R tools and techniques. R language and thousands of R packages can be used to solve the most sophisticated scientific problems. The book provides insights to the various approaches to Earth-related data analysis, starting from data preparation and validation, exploratory data analysis, linear regression, and going through time series decomposition, modeling, and prediction. In addition, the book introduces machine learning techniques and their application to some real problems. Along with a profound explanation of the datasets and theoretical considerations of the methods, the book offers a way of solving practical problems lying at the frontline of modern data analysis in physical geography, soils, and climate science.

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