Geocomputation with R. Robin Lovelace, Jakub Nowosad, Jannes Muenchow
Geocomputation-with-R.pdf
ISBN: 9781138304512 | 354 pages | 9 Mb
- Geocomputation with R
- Robin Lovelace, Jakub Nowosad, Jannes Muenchow
- Page: 354
- Format: pdf, ePub, fb2, mobi
- ISBN: 9781138304512
- Publisher: Taylor & Francis
Epub bud free ebook download Geocomputation with R in English by Robin Lovelace, Jakub Nowosad, Jannes Muenchow
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.
Geocomputation with R: open-source spatial data analysis (in Polish
Geocomputation with R: open-source spatial data analysis (in Polish). by Jakub Nowosad's website · November 14, 2018. This article is originally published at
Free online book: Geocomputation with R, a book on geographic data
The rstats community on Reddit. Reddit gives you the best of the internet in one place.
Robin Lovelace on Twitter: "Just entered @rstudio's bookdown
Just entered @rstudio's bookdown competition with Geocomputation with R. If you like our #opensource book (source code:
Open source book: Geocomputation with R - GitHub
Open source book: Geocomputation with R. Contribute to Robinlovelace/ geocompr development by creating an account on GitHub.
GitHub - ZexuanZhao/Geocomputation-with-R: It's for study of book
It's for study of book, Geocomputaion with R. Contribute to ZexuanZhao/ Geocomputation-with-R development by creating an account on GitHub.
3 Attribute data operations - Geocomputation with R - Robin Lovelace
3 Attribute data operations | Geocomputation with R is for people who want to analyze, visualize and model geographic data with open source software.
More eBooks:
Free e books and journals download X-Men: The Dark Phoenix Saga (English Edition) PDF DJVU by Stuart Moore
Google e-books for free The Cheerleaders 9781524718350 CHM PDF in English
Ebooks zip free download The World Atlas of Coffee: From Beans to Brewing -- Coffees Explored, Explained and Enjoyed by James Hoffmann 9780228100942
Descargar epub books android THE MYSTIQUE OF OPIUM IN HISTORY AND ART PDF en español de DONALD WIGAL
Descargar libros en línea para ipad INTOXICACIONES AGUDAS GRAVES en español
Descargar ebook gratis descargar archivos epub 1984 (PENGUIN READERS) LEVEL 4 & MP3 PACK
Descargas de libros electrónicos gratis para iPods INTRODUCCION A LA ELECTROCARDIOGRAFIA CLINICA 9788434437012 in Spanish de IGNACIO GARCIA BOLAO
Download free books online for kobo David Busch's Sony Alpha a6400/ILCE-6400 Guide to Digital Photography
Kostenlose ibooks zum Download The Boy, the Mole, the Fox and the Horse PDB iBook 9780062976581 in German Charlie Mackesy
Free and ebook and download How to Paint Landscapes Quickly and Beautifully in Watercolor and Gouache (English Edition) 9781624650499
0コメント