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R Applications in Earth Sciences

Product Image: R Applications in Earth Sciences

R Applications in Earth Sciences

- Default Title
Description
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.
Product details
Number of Pages:
188
Release Date:
2025-07-01
Publication Date:
2025-07-01
Publisher:
Springer Nature Switzerland
Languages:
Original: English
ISBN10:
3031896726
ISBN13:
9783031896729
GPSR Manufacturer Reference:
[email protected]
Weight:
725 g
Height:
215 cm
Width:
285 cm
Thickness:
16 cm
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