Publications by Swaty
Accounting for Spatial Dependence in Ecological Data
Reference and Disclaimer: For this exercise, I have used explanation and major chunk of codes from the book Spatial Ecology and Conservation Modeling by Robert Fletcher & Marie-Josée Fortin. Load the necessary packages rm(list = ls()) ## First specify the packages of interest packages = c("stringr","rgdal", "spdep", "lme4","vegan", "mgcv",...
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Spatial Dependence and Autocorrelation
Reference and Disclaimer: For this exercise, I have used explanation and major chunk of codes from the book Spatial Ecology and Conservation Modeling by Robert Fletcher & Marie-Josée Fortin. Load the necessary packages rm(list = ls()) ## First specify the packages of interest packages = c("rgdal","spatstat","pgirmess","ncf","spdep", "geoR"...
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Species Distributions
Reference and Disclaimer: For this exercise, I have used explanation and codes from the book Spatial Ecology and Conservation Modeling by Robert Fletcher & Marie-Josée Fortin. Load the necessary packages rm(list = ls()) ## First specify the packages of interest packages = c("raster","spatstat","rgdal","dismo","glmnet","mgcv","randomForest"...
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Space Use and Resource Selection
Reference and Disclaimer: For this exercise, I have used explanation and codes from the book Spatial Ecology and Conservation Modeling by Robert Fletcher & Marie-Josée Fortin. Load the necessary packages rm(list = ls()) ## First specify the packages of interest packages = c("raster", "reshape2","rgdal","adehabitatLT", "adehabitatHR","adeha...
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Spatial R Cheatsheet
Reference and Disclaimer: To create this cheatsheet, I have referred online resources extensively. It is a compilation of available resources for beginners in Spatial Analytics with R. Load the necessary R packages ## First specify the packages of interest packages = c("raster", "reshape2","rgdal","sp","ggspatial","ggplot2","rasterVis") ## ...
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Connectivity
Reference and Disclaimer: For this exercise, I have used explanation and codes from the book Spatial Ecology and Conservation Modeling by Robert Fletcher & Marie-Josée Fortin. For analysis, I have used codes from (Landscape Genetic Data Analysis with R)[https://bookdown.org/hhwagner1/LandGenCourse_book/] and (How To Do Archaeological Scienc...
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R Basics
Reference and Disclaimer: To create this cheatsheet, I have referred online resources extensively. It is a compilation of available resources for beginners in Spatial Analytics with R. This article is for R Begineer’s and it includes very basic R operations. Many important links are included for further practicing. I learnt R by Doing and a...
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Basic R tour
Reference and Disclaimer: To create this cheatsheet, I have referred online resources extensively. It is a compilation of available resources for beginners in Spatial Analytics with R. This article is for R Begineer’s and it includes very basic R operations. Many important links are included for further practicing. I learnt R by Doing and a...
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RMarkdown-intro
HW2 Record times for Northern Ireland mountain running events First thing first - install necessary packages if not already installed rm(list = ls()) ## First specify the packages of interest packages = c("tidyverse", "dplyr","ggplot2","devtools") ## Now load or install&load all package.check <- lapply( packages, FUN = function(x) { ...
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ggplot replication
Reference and disclaimer: This homework is attempting to reproduce parts of the New Yorker article by John Cassidy, dated March 26, 2014, and titled Piketty’s Inequality Story in Six Charts. All text was lifted directly from that article. Figures are compiled using data that was found at this address. This is purely an exercise in reproduction....
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