Edit post Follow this blog Administration + Create my blog

Pdf textbooks free download Geocomputation with

Geocomputation with R. Robin Lovelace, Jakub Nowosad, Jannes Muenchow


Geocomputation with R


ISBN: 9781138304512 | 354 pages | 9 Mb


Download PDF











  • Geocomputation with R
  • Robin Lovelace, Jakub Nowosad, Jannes Muenchow
  • Page: 354
  • Format: pdf, ePub, fb2, mobi
  • ISBN: 9781138304512
  • Publisher: Taylor & Francis
Download Geocomputation with R





Pdf textbooks free download Geocomputation with R 9781138304512 by Robin Lovelace, Jakub Nowosad, Jannes Muenchow in English




Geocomputation with R is for people who want to analyze, visualize and model geographic data with open source software. It is based on R, a statistical programming language that has powerful data processing, visualization, and geospatial capabilities. The book equips you with the knowledge and skills to tackle a wide range of issues manifested in geographic data, including those with scientific, societal, and environmental implications. This book will interest people from many backgrounds, especially Geographic Information Systems (GIS) users interested in applying their domain-specific knowledge in a powerful open source language for data science, and R users interested in extending their skills to handle spatial data. The book is divided into three parts: (I) Foundations, aimed at getting you up-to-speed with geographic data in R, (II) extensions, which covers advanced techniques, and (III) applications to real-world problems. The chapters cover progressively more advanced topics, with early chapters providing strong foundations on which the later chapters build. Part I describes the nature of spatial datasets in R and methods for manipulating them. It also covers geographic data import/export and transforming coordinate reference systems. Part II represents methods that build on these foundations. It covers advanced map making (including web mapping), "bridges" to GIS, sharing reproducible code, and how to do cross-validation in the presence of spatial autocorrelation. Part III applies the knowledge gained to tackle real-world problems, including representing and modeling transport systems, finding optimal locations for stores or services, and ecological modeling. Exercises at the end of each chapter give you the skills needed to tackle a range of geospatial problems. Solutions for each chapter and supplementary materials providing extended examples are available at https://geocompr.github.io/geocompkg/articles/. Dr. Robin Lovelace is a University Academic Fellow at the University of Leeds, where he has taught R for geographic research over many years, with a focus on transport systems. Dr. Jakub Nowosad is an Assistant Professor in the Department of Geoinformation at the Adam Mickiewicz University in Poznan, where his focus is on the analysis of large datasets to understand environmental processes. Dr. Jannes Muenchow is a Postdoctoral Researcher in the GIScience Department at the University of Jena, where he develops and teaches a range of geographic methods, with a focus on ecological modeling, statistical geocomputing, and predictive mapping. All three are active developers and work on a number of R packages, including stplanr, sabre, and RQGIS.






More eBooks:
Téléchargement gratuit de nouveaux ouvrages Le raisonnement clinique - Guide méthodologique infirmier 9782294769207 par Loïc Martin
Leer libro en línea gratis descargar pdf READY FOR ADVANCED 3RD EDITION WORKBOOK WITHOUT KEY PACK de
Download free books for itouch Reincarnation Blues 9780399178504 by Michael Poore in English
Laden Sie Bücher kostenlos herunter Vollmond über der Côte d'Azur
Swedish audio books download Crime in Progress: Inside the Steele Dossier and the Fusion GPS Investigation of Donald Trump in English 9780593134153
Handy-Lesezeichen-Blase herunterladen Cherringham - Tod zur Geisterstunde PDF iBook DJVU 9783741301308 von Matthew Costello, Neil Richards auf Deutsch
Laden Sie elektronische Bücher online herunter Jagdsaison in Brodersby auf Deutsch PDB FB2 MOBI 9783894255848

Share this post
To be informed of the latest articles, subscribe:
Comment on this post