Difference between revisions of "Course Resources"

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=Recommended Texts=
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==Core References==
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* Brunsdon, C. & Comber, L (2015) An Introduction to R for Spatial Analysis and Mapping, SAGE Publication, London.
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* Gimond, Manuel. (2018) Introduction to GIS and Spatial Analysis. (e-book, last visit: https://mgimond.github.io/Spatial/).
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* Lovelace, Robin et. Al. (2018) Geocomputation with R (e-book, last visit: https://geocompr.robinlovelace.net/).
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==Optional References==
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* de Smith, M.J., Goodchil, M.F., and Longley, P.A. '''Geospatial Analysis: A Comprehensive Guide to Principles Techniques and Software Tools''' 6th edition, 2018 (e-book, last visit: https://www.spatialanalysisonline.com/HTML/index.html)
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* O'Sullivan, D. and Unwin, D. (2010) '''Geographic Information Analysis''' 2nd Edition. John Wiley & Sons, Inc. New jersey, Canada. (smu eLibrary: https://onlinelibrary-wiley-com.libproxy.smu.edu.sg/doi/book/10.1002/9780470549094)
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* Heywood, I. Cornelius, S. and Carver, S. (2006) An Introduction to Geographical Information Systems (3rd Edition), Pearson Education Limited, Essex, England.
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* Longley, P. A. et. al. (2005) Geographic Information Systems and Science, (2nd Edition), John Wiley & Sons, Ltd. West Sussex, England.
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=All About R=
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==Geospatial Data Handling and Processing==
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* sp
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* sf
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==Geospatial Mapping and Geovisualisation==
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* ggplot2 & ggMap
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* tmap
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==Geospatial Data Analytics==
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* spdep
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* stplanr

Latest revision as of 07:59, 7 January 2019

Claraview.png IS415 GeoSpatial Analytics and Applications

About

Weekly Session

Take-home Exercises

Geospatial Analytics Project

Course Resources

 


Recommended Texts

Core References

  • Brunsdon, C. & Comber, L (2015) An Introduction to R for Spatial Analysis and Mapping, SAGE Publication, London.
  • Gimond, Manuel. (2018) Introduction to GIS and Spatial Analysis. (e-book, last visit: https://mgimond.github.io/Spatial/).
  • Lovelace, Robin et. Al. (2018) Geocomputation with R (e-book, last visit: https://geocompr.robinlovelace.net/).


Optional References

  • de Smith, M.J., Goodchil, M.F., and Longley, P.A. Geospatial Analysis: A Comprehensive Guide to Principles Techniques and Software Tools 6th edition, 2018 (e-book, last visit: https://www.spatialanalysisonline.com/HTML/index.html)
  • O'Sullivan, D. and Unwin, D. (2010) Geographic Information Analysis 2nd Edition. John Wiley & Sons, Inc. New jersey, Canada. (smu eLibrary: https://onlinelibrary-wiley-com.libproxy.smu.edu.sg/doi/book/10.1002/9780470549094)
  • Heywood, I. Cornelius, S. and Carver, S. (2006) An Introduction to Geographical Information Systems (3rd Edition), Pearson Education Limited, Essex, England.
  • Longley, P. A. et. al. (2005) Geographic Information Systems and Science, (2nd Edition), John Wiley & Sons, Ltd. West Sussex, England.


All About R

Geospatial Data Handling and Processing

  • sp
  • sf

Geospatial Mapping and Geovisualisation

  • ggplot2 & ggMap
  • tmap

Geospatial Data Analytics

  • spdep
  • stplanr