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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

Free books to download on kindle fire Geocomputation with R (English literature) FB2

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.

14 Ecology - Geocomputation with R - Robin Lovelace
14 Ecology | Geocomputation with R is for people who want to analyze, visualize and model geographic data with open source software. It is based on R,  12 Transportation | Geocomputation with R
In this policy context the aim of this chapter, beyond demonstrating how geocomputation with R can be used to support sustainable transport planning, is to  10 Scripts, algorithms and functions | Geocomputation - Bookdown
Chapter 1 established that geocomputation is not only about using existing tools, but developing new ones, “in the form of shareable R scripts and functions”. Geocomputation with R: workshop at eRum | R-bloggers
Together we're writing an open source book called Geocomputation with R. The project aims to introducing people to R's rapidly evolving  Introduction to geocomputation with R
Introduction to geocomputation with R. Jakub Nowosad (https://nowosad.github. io). CinDay RUG, 2018-05-22. 1 / 14. Geocomputation. GIS - A Geographic  3 Attribute data operations | Geocomputation with R
These non-spatial operations have spatial equivalents: the [ operator in base R, for example, works equally for subsetting objects based on their attribute and  Jakub Nowosad's website
Geocomputation, Pattern Analysis, Spatial Data Mining, Geostatistics, R, GIS, Software, R Packages, Spatial Analysis. (PDF) Open source geocomputation: using the R data analysis
PDF | We report on work in progress on the integration of the GRASS GIS, the R data analysis programming language and environment, and the PostgreSQL  References | Geocomputation with R
Bivand, Roger, and Markus Neteler. 2000. “Open Source Geocomputation: Using the R Data Analysis Language Integrated with GRASS GIS and PostgreSQL 

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