Geo DataScience

Datasets

[1] Flood Mapping https://ieee-dataport.org/competitions/2024-ieee-grss-data-fusion-contest-flood-rapid-mapping

 

[1] datos https://www.datosabiertos.gob.pe/

[2] lat/long Perú https://github.com/jmcastagnetto/ubigeo-peru-aumentado

[3] variables vivienda y conocimiento https://www.redalyc.org/journal/6357/635767693004/html/

CONCLUSIONES

El conocimiento sobre dengue, las viviendas que presentan depósitos de basura y agua acumulada están relacionadas a los casos de Dengue en los distritos de Luyando y Rupa Rupa, en la provincia de Leoncio Prado. Persisten conductas de riesgo a pesar del adecuado conocimiento sobre la enfermedad. No se encontró asociación con el tipo de vivienda, género, material predominante en las viviendas, tipo de abastecimiento de agua y servicios higiénicos.

 

[4] datos amazonia https://www.dge.gob.pe/sala-situacional-dengue/#grafico27

[5] Mapas Perú .shp https://www.geogpsperu.com/2014/03/base-de-datos-peru-shapefile-shp-minam.html

[6] Información Geoespacial Perú https://www.idep.gob.pe/geovisor/descarga/visor.html

[6] Hidrografía https://data.humdata.org/dataset/hidrografia-de-peru?

   https://data.humdata.org/dataset

[7] Áreas  naturales protegidas https://geo.sernanp.gob.pe/visorsernanp/

[8] Biomasa Brasil https://mapbiomas.org/download

Processing 

[1] plotting maps https://ggplot2-book.org/maps.html

[1.1] https://community.rstudio.com/t/geom-label-with-custom-background-and-color-text/45161

[2] poly2nb https://www.rdocumentation.org/packages/spdep/versions/1.2-8/topics/poly2nb

[3] Indicadores demograficos Perú (teoria) https://www.inei.gob.pe/media/MenuRecursivo/publicaciones_digitales/Est/Lib1743/Libro.pdf

R Installation and more

 

* R installation




$sudo apt install r-base

 

* Package installation

install.packages('readr')

 

* install.packages('sf')

//Configuration failed because libudunits2.so was not found


sudo add-apt-repository ppa:ubuntugis/ubuntugis-unstable
sudo apt-get update
sudo apt-get install libudunits2-dev libgdal-dev libgeos-dev libproj-dev 

* install.packages('dplyr') //dataframe, works with R version >= 3.5

* install.packages('tidyverse') //Contains other packages (dplyr, ggplot2, etc.)  

* install.packages('spdep') //Spatial Dependence: Weighting Schemes, Statistics. A collection of functions to create spatial weights matrix objects from polygon

* install.packages('GGally') //extends 'ggplot2'

 

* install.packages('leaflet') //makes it easy to integrate and control Leaflet maps in R.

* install.packages('coda')

 

* install.packages('CARBayes')

* install.packages('CARBayesdata') 

 

* install.packages('xlsx')  

 

    dependences:

      1) java

      2) sudo apt-get install openjdk-11-jdk

      3) sudo R CMD javareconf    

      4) https://github.com/PCRE2Project/pcre2/releases  

      4.1) compilation https://www.appsloveworld.com/r/100/371/how-to-solve-lpcre2-8-error-while-installing-rjava-package-in-r


* install.packages('readxl')

 

* install.packages('tmap')


 

 

 

References:

[1] rstudio https://linuxconfig.org/rstudio-on-ubuntu-18-04-bionic-beaver-linux

[2] R 3.5 installation on Linux 18 https://rtask.thinkr.fr/installation-of-r-3-5-on-ubuntu-18-04-lts-and-tips-for-spatial-packages

[2] rstudio previous https://docs.posit.co/previous-versions/rstudio/