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Volume modelling of soils using GRASS GIS 3D Tools
presented at Second Italian GRASS Users Meeting, University of Trento, Feb Markus Neteler University of Hannover Dr. Jaro Hofierka GeoModel, Bratislava
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Outline of Presentation
GRASS 3D volume modeling tools Examples on soil science applications (ongoing research) Discussion
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GRASS 3D volume modeling tools
GRASS 3D Raster Data Model (G3D) Data representation: raster voxels x, y, z, w (Rase 1998)
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GRASS 3D volume modeling tools
3D Import 3D-ASCII sites (s.in.dbf): name|profile3d desc|RECHTS HOCH MTIEF 1:OTIEF 2:UTIEF 3:STONR 4:IL_BOD2_ID 5:SNAS 6:FEUCH 7:ST | | |%0.0 %35.0 %1.0 %22.0 %2.0 %5.0 %1.0 % | | |%36.0 %45.0 %1.0 %22.0 %2.0 %5.0 % | | |%46.0 %110.0 %1.0 %22.0 %2.0 %5.0 % | | |%111.0 %120.0 %1.0 %22.0 %2.0 %5.0 % | | |%0.0 %30.0 %10.0 %48.0 %0.0 %5.0 % | | |%31.0 %40.0 %10.0 %14.0 %0.0 %5.0 % | | |%31.0 %40.0 %10.0 %26.0 %0.0 %5.0 % | | |%31.0 %40.0 %10.0 %43.0 %0.0 %5.0 %9.0 s.vol.idw Interpolation s.vol.rst s.to.rast Conversion
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GRASS 3D volume modeling tools
3D data interpolation s.vol.idw Inverse Distance Weighted interpolation s.vol.rst Regularized Splines with Tension (Mitasova et. al) tension parameter gradient calculation
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GRASS 3D volume modeling tools
3D data tools for manipulation and exploration s.vol.rst (Mitasova et al.) 3D interpolation from sites Gradient calculation Horizontal and vertical aspects
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GRASS 3D volume modeling tools
3D data tools for manipulation and exploration r3.mapcalc (Paudits & Hofierka) Grid volume data calculator Operators comparing to 2D r.mapcalc 3D neighbourhood modifier: map[r,c,d] r3.mapcalc test="if((ph_rst > 6.8) && (ph_rst < 7.1), ph_rst, null())" pH value pH value
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GRASS 3D volume modeling tools
3D data export and visualization Export to 3D sites: r3.to.sites/NVIZ
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GRASS 3D volume modeling tools
3D data visualization r3.mkdspf/ r3.showdspf - openGL viewer
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GRASS 3D volume modeling tools
3D data visualization Vis5D viewer isolines and isosurfaces rotate, zoom clipping planes slices
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GRASS 3D volume modeling tools
3D data visualization r3.to.v5d Vis5D viewer volume visualization 3D data query with cursor
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GRASS 3D volume modeling tools
3D Examples Study area: 3x3 km2 south of Hannover, 2m soil depth max.
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GRASS 3D volume modeling tools
3D Soil Data RECHTS East HOCH North MTIEF avr. depth for horizont ILDE_ID ID STONR int. profile number NR profile number OTIEF upper horizont boundary UTIEF lower horizont boundary GWS influence of g.water (class) SNAS damming wetness (class) FEUCH soil moisture (class) LGDI soil compactness STEINE stones contents ORGSUB organic matter contents KALK limestone contents (class) GWTIEFE depth to groundwater table FSAND fine sand fraction MSAND medium sand fraction GSAND coarse sand fractio nFSCHLUFF fine silt fraction MSCHLUFF medium silt fraction GSCHLUFF coarse silt fraction TON clay fraction PHWERT pH-value KFWERT permability coefficient NGESAMT nitrate contents KAKPOT pot. cation exchange capacity SWERT sum of basic interacting cations VWERT base saturation PHOS phosphor contents BOTYP soil type (German taxonomy) KULTUR landuse MGW avr. depth to groundwater table GRUN rootable depth HORIZ letter suffixes of master horizons FARBE soil color HNBOD soil texture WURZELN rooting activity SKELETT skeletal elements contents LDSV effective compactness
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GRASS 3D volume modeling tools
Demonstration of Vis5D
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GRASS 3D volume modeling tools
Conclusion Technical view Technology which performs on common PC However limitations due to data intensity Still inconsistencies to fix in 2D/3D GRASS
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GRASS 3D volume modeling tools
Conclusion Scientific view Problem of 3D data availability Note: Interpolations don't represent natural phenomena Problem of 3D modelling within boundaries (soil units) Time representation incomplete
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