Carte Learning R for Geospatial Analysis Michael Dorman

Learning R for Geospatial Analysis

Limbă: engleză
Legare: Carte broșată
Disponibilitate: În depozitul extern
Expediem în 9-15 zile
300.74 lei
Leverage the power of R to elegantly manage crucial geospatial analysis tasksKey FeaturesWrite power...

Informații despre carte

Limbă
engleză
Legare
Carte - Carte broșată
Publicat
2014
Pagini
364
EAN
9781783984367
ISBN
9781783984367
Enbook ID
03202523
Greutate
674
Dimensiuni
235 x 193 x 23

Descriere completă

Leverage the power of R to elegantly manage crucial geospatial analysis tasks


Key Features


  • Write powerful R scripts to manipulate your spatial data

  • Gain insight from spatial patterns utilizing R's advanced computation and visualization capabilities

  • Work within a single spatial analysis environment from start to finish


Book Description


R is a simple, effective, and comprehensive programming language and environment that is gaining ever-increasing popularity among data analysts.


This book provides you with the necessary skills to successfully carry out complete geospatial data analyses, from data import to presentation of results.


Learning R for Geospatial Analysis is composed of step-by-step tutorials, starting with the language basics before proceeding to cover the main GIS operations and data types. Visualization of spatial data is vital either during the various analysis steps and/or as the final product, and this book shows you how to get the most out of R's visualization capabilities. The book culminates with examples of cutting-edge applications utilizing R's strengths as a statistical and graphical tool.


What you will learn



  • Make inferences from tables by joining, reshaping, and aggregating

  • Familiarize yourself with the R geospatial data analysis ecosystem

  • Prepare reproducible, publication-quality plots and maps

  • Efficiently process numeric data, characters, and dates

  • Reshape tabular data into the necessary form for the specific task at hand

  • Write R scripts to automate the handling of raster and vector spatial layers

  • Process elevation rasters and time series visualizations of satellite images

  • Perform GIS operations such as overlays and spatial queries between layers

  • Spatially interpolate meteorological data to produce climate maps

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