1. Putting GLOBIOM data into a database Pedro R. Andrade Cambrigde, 2013

2. Integration between TerraLib and IIASA tools G4M SciSoft TerraLib GeoWiki EPICGLOBIOM ???

3. Integration between TerraLib and GLOBIOM TerraLib GLOBIOM

4. GLOBIOM Integration TerraView data Amazonia (TerraLib) export import GeoTiff, CSV data GLOBIOM GMS files GDX files simU shapefiles

5. GLOBIOM Integration TerraView data Amazonia (TerraLib) export import GeoTiff, CSV data GLOBIOM GMS files GDX files simU shapefiles

6. Implementation generate- brazil-cr.R brasilcr_pt.shp

7. Implementation CRbrazil- database.R CRbrazil- plotall.R CRbrazil- basics.R globiom (TerraLib) bmp files ACR_COMPARE.csv CROP_DATA_COMPARE.csv YLD_COMPARE.csv... aRT

8. FILE aux3 /'Land_Compare3.CSV'/; aux3.pc=5; PUT aux3; LOOP ( (COUNTRY('Brazil'),ALLCOLROW,AltiClass,SlpClass,SOILCLASS,AEZCLASS,LC_TYPE, AllMacroScen,AllBioenScen,IEA_SCEN,ALLScenYear) $ Land_Compare3(COUNTRY,ALLCOLROW,AltiClass,SlpClass,SOILCLASS,AEZCLASS, LC_TYPE, AllMacroScen,AllBioenScen,IEA_SCEN,ALLScenYear), PUT COUNTRY.tl,ALLCOLROW.tl,AltiClass.tl,SlpClass.tl,SOILCLASS.tl, AEZCLASS.tl, LC_TYPE.tl,AllMacroScen.tl,AllBioenScen.tl,IEA_SCEN.tl, ALLScenYear.tl, Land_Compare3(COUNTRY,ALLCOLROW,AltiClass,SlpClass, SOILCLASS,AEZCLASS, LC_TYPE,AllMacroScen,AllBioenScen,IEA_SCEN, ALLScenYear) / ); PUTCLOSE; attribute_names = list(... Land_Compare3 = c("COUNTRY", "ALLCOLROW", "ALTICLASS", "SLPCLASS", "SOILCLASS", "AEZCLASS", "LC_TYPE", "AllMacroScen", "AllBioenScen", "IEA_SCEN”, "ALLScenYear", "Value"), ) 7_output.gms CRbrazil-basics.R

9. CRbrazil-plotall.R/CRbrazil-database.R original_file = "LUCDET_Compare" r = read_output_csv(original_file) print_unique(r) w = uniques(r) w$AEZCLASS = NULL w$COUNTRY = NULL w$ALLScenYear = 2000 w$IEA_SCEN = "BASE" w$AllMacroScen = NULL w$ALTICLASS = NULL w$SLPCLASS = NULL w$SOILCLASS = NULL save_all(w, original_file) tstates = createTheme(lstates, paste("states-", original_file, sep=""), view=original_file) setVisual(tstates, visualPolygons(transp=100, cwidth=2)) Output Selecting attributes Input

10. 7_output.gms

12. R plot x TerraLib database R plotTerraLib database Overlaysinglemultiple Plotting at oncemultiple mapssingle map Colors and spatial operations require R knowledge can be handled visually Running scriptevery time to plot the results (or save the R session) only once

13. Future development  Version 2.0 of the scripts  Review R-Script_Instructions.pdf  Adapt the scripts to work with different geographical areas