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Introduction Hands-on of QGIS Introduction of open source softwares
Hands-on for scientific data analysis
using open source software
Takayuki Nuimura1,2
1
Chiba Institute of Science
2
OSGeo.JP
ILTS, Hokkaido University (2015/08/10)
Introduction Hands-on of QGIS Introduction of open source softwares
Scientific computing is not special tool
Scientific computing (e.g. GIS, remote sensing) is not special tools
in earth science area.
http://www.the-cryosphere.net/highlight_articles.html
Introduction Hands-on of QGIS Introduction of open source softwares
Difficulty in scientific computing
High cost of commertial software
ArcGIS (390,000 yen)
MATLAB (295,000 yen)
SAS (620,000 yen), etc. . . .
Educational institute can use discount price. But it makes
colaborative research with non-educational institute difficult.
Various file format of scientific data
GeoTIFF, Shapefile
netCDF, HDF
CSV, XML, etc. . . .
High learning cost for non-experienced researcher
(e.g. graduate student).
Introduction Hands-on of QGIS Introduction of open source softwares
Work flow of this hands-on
1. Hands-on of open source GIS software (QGIS)
1.1 Import various scientific data format
1.2 Spatial analysis
1.3 Data visuallization
2. Introduction of other open source softwares
2.1 GDAL/OGR
2.2 GMT
2.3 R
2.4 GRASS GIS
Introduction Hands-on of QGIS Introduction of open source softwares
QGIS
GUI based (Desktop) GIS
http://www.qgis.org/
ver. 2.10.1
Available data format
GeoTiff/Shapefile
netCDF (raster), HDF (raster)
CSV, KML, et al. . .
Introduction Hands-on of QGIS Introduction of open source softwares
Import various scientific data format
Case of standard GIS/RS format
GeoTiff
Raster (grid data)
http://www2.jpl.nasa.gov/srtm/
Shapefile
Vector (point, line, polygon)
http://www.glims.org/RGI/
(Nuimura et al., 2015)
Introduction Hands-on of QGIS Introduction of open source softwares
Import various scientific data format
=⇒DEMO
Introduction Hands-on of QGIS Introduction of open source softwares
Spatial analysis
=⇒DEMO
raster
1. Raster =⇒ Zonal statistics
2. View =⇒ Statistical summary
vector
1. Vector =⇒ Polygon centroid
2. Raster =⇒ Heatmap
Introduction Hands-on of QGIS Introduction of open source softwares
Data visuallization
=⇒DEMO
1. Project =⇒ New print composer
Introduction Hands-on of QGIS Introduction of open source softwares
GDAL/OGR
GIS library used by many of GIS (ArcGIS too)
Command line tools
http://www.gdal.org/
ver. 2.0.0
Available data format
GeoTiff/Shapefile
netCDF (raster), HDF (raster)
CSV, KML, et al. . .
GDAL/OGR site
Introduction Hands-on of QGIS Introduction of open source softwares
GMT
Map visuallization tool
http://gmt.soest.hawaii.edu/
ver. 5.1.2
Available data format
netCDF
CSV, GMT ascii, et al. . .
Introduction Hands-on of QGIS Introduction of open source softwares
R
Statistics programing language
http://cran.r-project.org/
Available data format
GeoTiff/Shapefile
netCDF, HDF
CSV, KML, et al. . .
Introduction Hands-on of QGIS Introduction of open source softwares
Reading HDF in R
library(rhdf5)
hdf.filepath <- [path to hdf file]
x <- as.numeric(h5read(hdf.filepath, "Data_40HZ/Geolocation/d_lon"))
y <- as.numeric(h5read(hdf.filepath, "Data_40HZ/Geolocation/d_lat"))
z <- as.numeric(h5read(hdf.filepath, "Data_40HZ/Elevation_Surfaces/d_elev"))
t <- as.Date(as.POSIXct(h5read(hdf.filepath, "Data_40HZ/Time/d_UTCTime_40"),
origin="2000-01-01", tz="GMT"))
Introduction Hands-on of QGIS Introduction of open source softwares
GRASS GIS
Various spatial function. Batch processing using bash/python
http://grass.osgeo.org/
ver. 7.0.1
Available data format
GeoTiff/Shapefile
netCDF (raster)
CSV, KML, et al. . .
Introduction Hands-on of QGIS Introduction of open source softwares
URL list of hands-on
Presentation slide file
Hands-on data
Software web site list
are listed in following URL.
http://bit.ly/ilts2015
References I
Nuimura, T., Sakai, A., Taniguchi, K., Nagai, H., Lamsal, D., Tsutaki, S., Kozawa, A., Hoshina, Y.,
Takenaka, S., Omiya, S., Tsunematsu, K., Tshering, P., and Fujita, K. (2015). The gamdam
glacier inventory: a quality-controlled inventory of asian glaciers. The Cryosphere,
9(3):849–864.

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150810 ilts workshop_handson_presentation

  • 1. Introduction Hands-on of QGIS Introduction of open source softwares Hands-on for scientific data analysis using open source software Takayuki Nuimura1,2 1 Chiba Institute of Science 2 OSGeo.JP ILTS, Hokkaido University (2015/08/10)
  • 2. Introduction Hands-on of QGIS Introduction of open source softwares Scientific computing is not special tool Scientific computing (e.g. GIS, remote sensing) is not special tools in earth science area. http://www.the-cryosphere.net/highlight_articles.html
  • 3. Introduction Hands-on of QGIS Introduction of open source softwares Difficulty in scientific computing High cost of commertial software ArcGIS (390,000 yen) MATLAB (295,000 yen) SAS (620,000 yen), etc. . . . Educational institute can use discount price. But it makes colaborative research with non-educational institute difficult. Various file format of scientific data GeoTIFF, Shapefile netCDF, HDF CSV, XML, etc. . . . High learning cost for non-experienced researcher (e.g. graduate student).
  • 4. Introduction Hands-on of QGIS Introduction of open source softwares Work flow of this hands-on 1. Hands-on of open source GIS software (QGIS) 1.1 Import various scientific data format 1.2 Spatial analysis 1.3 Data visuallization 2. Introduction of other open source softwares 2.1 GDAL/OGR 2.2 GMT 2.3 R 2.4 GRASS GIS
  • 5. Introduction Hands-on of QGIS Introduction of open source softwares QGIS GUI based (Desktop) GIS http://www.qgis.org/ ver. 2.10.1 Available data format GeoTiff/Shapefile netCDF (raster), HDF (raster) CSV, KML, et al. . .
  • 6. Introduction Hands-on of QGIS Introduction of open source softwares Import various scientific data format Case of standard GIS/RS format GeoTiff Raster (grid data) http://www2.jpl.nasa.gov/srtm/ Shapefile Vector (point, line, polygon) http://www.glims.org/RGI/ (Nuimura et al., 2015)
  • 7. Introduction Hands-on of QGIS Introduction of open source softwares Import various scientific data format =⇒DEMO
  • 8. Introduction Hands-on of QGIS Introduction of open source softwares Spatial analysis =⇒DEMO raster 1. Raster =⇒ Zonal statistics 2. View =⇒ Statistical summary vector 1. Vector =⇒ Polygon centroid 2. Raster =⇒ Heatmap
  • 9. Introduction Hands-on of QGIS Introduction of open source softwares Data visuallization =⇒DEMO 1. Project =⇒ New print composer
  • 10. Introduction Hands-on of QGIS Introduction of open source softwares GDAL/OGR GIS library used by many of GIS (ArcGIS too) Command line tools http://www.gdal.org/ ver. 2.0.0 Available data format GeoTiff/Shapefile netCDF (raster), HDF (raster) CSV, KML, et al. . . GDAL/OGR site
  • 11. Introduction Hands-on of QGIS Introduction of open source softwares GMT Map visuallization tool http://gmt.soest.hawaii.edu/ ver. 5.1.2 Available data format netCDF CSV, GMT ascii, et al. . .
  • 12. Introduction Hands-on of QGIS Introduction of open source softwares R Statistics programing language http://cran.r-project.org/ Available data format GeoTiff/Shapefile netCDF, HDF CSV, KML, et al. . .
  • 13. Introduction Hands-on of QGIS Introduction of open source softwares Reading HDF in R library(rhdf5) hdf.filepath <- [path to hdf file] x <- as.numeric(h5read(hdf.filepath, "Data_40HZ/Geolocation/d_lon")) y <- as.numeric(h5read(hdf.filepath, "Data_40HZ/Geolocation/d_lat")) z <- as.numeric(h5read(hdf.filepath, "Data_40HZ/Elevation_Surfaces/d_elev")) t <- as.Date(as.POSIXct(h5read(hdf.filepath, "Data_40HZ/Time/d_UTCTime_40"), origin="2000-01-01", tz="GMT"))
  • 14. Introduction Hands-on of QGIS Introduction of open source softwares GRASS GIS Various spatial function. Batch processing using bash/python http://grass.osgeo.org/ ver. 7.0.1 Available data format GeoTiff/Shapefile netCDF (raster) CSV, KML, et al. . .
  • 15. Introduction Hands-on of QGIS Introduction of open source softwares URL list of hands-on Presentation slide file Hands-on data Software web site list are listed in following URL. http://bit.ly/ilts2015
  • 16. References I Nuimura, T., Sakai, A., Taniguchi, K., Nagai, H., Lamsal, D., Tsutaki, S., Kozawa, A., Hoshina, Y., Takenaka, S., Omiya, S., Tsunematsu, K., Tshering, P., and Fujita, K. (2015). The gamdam glacier inventory: a quality-controlled inventory of asian glaciers. The Cryosphere, 9(3):849–864.