processing elevation data. limitations of dems for hydro work dates static, does not evolve matching...

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Processing Elevation Data Processing Elevation Data

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Page 1: Processing Elevation Data. Limitations of DEMs for hydro work Dates Static, does not evolve Matching to linear line work due to scale Processing errors

Processing Elevation DataProcessing Elevation DataProcessing Elevation DataProcessing Elevation Data

Page 2: Processing Elevation Data. Limitations of DEMs for hydro work Dates Static, does not evolve Matching to linear line work due to scale Processing errors

Limitations of DEMs for hydro workLimitations of DEMs for hydro work

• Dates

• Static, does not evolve

• Matching to linear line work due to scale

• Processing errors

• Interpretation errors

• Lack of ground truth

• Artificial versus real peaks and sinks

Page 3: Processing Elevation Data. Limitations of DEMs for hydro work Dates Static, does not evolve Matching to linear line work due to scale Processing errors

Getting line workGetting line work

Page 4: Processing Elevation Data. Limitations of DEMs for hydro work Dates Static, does not evolve Matching to linear line work due to scale Processing errors
Page 5: Processing Elevation Data. Limitations of DEMs for hydro work Dates Static, does not evolve Matching to linear line work due to scale Processing errors
Page 6: Processing Elevation Data. Limitations of DEMs for hydro work Dates Static, does not evolve Matching to linear line work due to scale Processing errors
Page 7: Processing Elevation Data. Limitations of DEMs for hydro work Dates Static, does not evolve Matching to linear line work due to scale Processing errors
Page 8: Processing Elevation Data. Limitations of DEMs for hydro work Dates Static, does not evolve Matching to linear line work due to scale Processing errors
Page 9: Processing Elevation Data. Limitations of DEMs for hydro work Dates Static, does not evolve Matching to linear line work due to scale Processing errors
Page 10: Processing Elevation Data. Limitations of DEMs for hydro work Dates Static, does not evolve Matching to linear line work due to scale Processing errors

Creating the stream for our watershedCreating the stream for our watershed

Page 11: Processing Elevation Data. Limitations of DEMs for hydro work Dates Static, does not evolve Matching to linear line work due to scale Processing errors

24k streams for the major basin extent24k streams for the major basin extent

Page 12: Processing Elevation Data. Limitations of DEMs for hydro work Dates Static, does not evolve Matching to linear line work due to scale Processing errors
Page 13: Processing Elevation Data. Limitations of DEMs for hydro work Dates Static, does not evolve Matching to linear line work due to scale Processing errors

Clipped streams to watershed bndClipped streams to watershed bnd

Page 14: Processing Elevation Data. Limitations of DEMs for hydro work Dates Static, does not evolve Matching to linear line work due to scale Processing errors

Braid in stream networkBraid in stream network

Page 15: Processing Elevation Data. Limitations of DEMs for hydro work Dates Static, does not evolve Matching to linear line work due to scale Processing errors

Aerial photo investigating braidAerial photo investigating braid

Page 16: Processing Elevation Data. Limitations of DEMs for hydro work Dates Static, does not evolve Matching to linear line work due to scale Processing errors

SinksSinks

• Depressions in the DEM where water gets trapped

• A sink prohibits calculating future flow direction grid values.

• A sink occurs when all neighboring cells are higher than the processing cell.

• Sometimes they are natural features!

Page 17: Processing Elevation Data. Limitations of DEMs for hydro work Dates Static, does not evolve Matching to linear line work due to scale Processing errors
Page 18: Processing Elevation Data. Limitations of DEMs for hydro work Dates Static, does not evolve Matching to linear line work due to scale Processing errors
Page 19: Processing Elevation Data. Limitations of DEMs for hydro work Dates Static, does not evolve Matching to linear line work due to scale Processing errors

Filled DEMFilled DEM

Page 20: Processing Elevation Data. Limitations of DEMs for hydro work Dates Static, does not evolve Matching to linear line work due to scale Processing errors

Flow directionFlow direction• Created from an elevation surface

• Direction values are assigned

• Flow direction grids are used in many hydro GIS functions

Flow direction map

32 64 128

1

248

16

Page 21: Processing Elevation Data. Limitations of DEMs for hydro work Dates Static, does not evolve Matching to linear line work due to scale Processing errors

Flow directionFlow direction• Created from an elevation surface• Direction values are assigned• Flow direction grids are used in the other flow functions

Flow direction map

32 64 128

1

248

16

Page 22: Processing Elevation Data. Limitations of DEMs for hydro work Dates Static, does not evolve Matching to linear line work due to scale Processing errors
Page 23: Processing Elevation Data. Limitations of DEMs for hydro work Dates Static, does not evolve Matching to linear line work due to scale Processing errors
Page 24: Processing Elevation Data. Limitations of DEMs for hydro work Dates Static, does not evolve Matching to linear line work due to scale Processing errors

Flow accumulationFlow accumulation• The accumulated flow is based upon the number of cells flowing into

each cell in the output grid. The current processing cell is not considered in this accumulation.

• Output cells with a high flow accumulation are areas of concentrated flow and may be used to identify stream channels.

• Output cells with a flow accumulation of zero are local topographic highs and may be used to identify ridges

Page 25: Processing Elevation Data. Limitations of DEMs for hydro work Dates Static, does not evolve Matching to linear line work due to scale Processing errors
Page 26: Processing Elevation Data. Limitations of DEMs for hydro work Dates Static, does not evolve Matching to linear line work due to scale Processing errors
Page 27: Processing Elevation Data. Limitations of DEMs for hydro work Dates Static, does not evolve Matching to linear line work due to scale Processing errors

Summary of spatial tools available within ArcGISSummary of spatial tools available within ArcGIS

Elevation grid

Flow direction

Fill sinks

Allows for additional landscape based analysis

Flow accumulation

Any sinks? Yes

No

Watersheds

Stream delineations

Riparian areas

Stream order

Page 28: Processing Elevation Data. Limitations of DEMs for hydro work Dates Static, does not evolve Matching to linear line work due to scale Processing errors

Calculate drainage areaCalculate drainage areaFlow accumulation grid = tells us the number of cells of a certain area that flow to a point

Page 29: Processing Elevation Data. Limitations of DEMs for hydro work Dates Static, does not evolve Matching to linear line work due to scale Processing errors

Calculate drainage areaCalculate drainage area

So, if there are 280,721 cells that flow to that location…and each cell is 10m by 10m in size (100m2)

ThenThe total drainage area is (280,721) * (100) = 28,072,100 m2

Or28,072,100 m2 * 0.00024718 = 6,938 acres

Conversion of m2 to acre

Page 30: Processing Elevation Data. Limitations of DEMs for hydro work Dates Static, does not evolve Matching to linear line work due to scale Processing errors

Vector versus raster streamsVector versus raster streams

Page 31: Processing Elevation Data. Limitations of DEMs for hydro work Dates Static, does not evolve Matching to linear line work due to scale Processing errors
Page 32: Processing Elevation Data. Limitations of DEMs for hydro work Dates Static, does not evolve Matching to linear line work due to scale Processing errors

Other issuesOther issues

Page 33: Processing Elevation Data. Limitations of DEMs for hydro work Dates Static, does not evolve Matching to linear line work due to scale Processing errors

Creating a raster stream gridCreating a raster stream grid

Page 34: Processing Elevation Data. Limitations of DEMs for hydro work Dates Static, does not evolve Matching to linear line work due to scale Processing errors

Result of streamgridResult of streamgrid

Page 35: Processing Elevation Data. Limitations of DEMs for hydro work Dates Static, does not evolve Matching to linear line work due to scale Processing errors

Thin command to thin the rasterThin command to thin the raster

Page 36: Processing Elevation Data. Limitations of DEMs for hydro work Dates Static, does not evolve Matching to linear line work due to scale Processing errors

Results of thinResults of thin

Page 37: Processing Elevation Data. Limitations of DEMs for hydro work Dates Static, does not evolve Matching to linear line work due to scale Processing errors

Changing all nonstream values to NDChanging all nonstream values to ND

Page 38: Processing Elevation Data. Limitations of DEMs for hydro work Dates Static, does not evolve Matching to linear line work due to scale Processing errors

ResultResult

Page 39: Processing Elevation Data. Limitations of DEMs for hydro work Dates Static, does not evolve Matching to linear line work due to scale Processing errors

Raising the elevation by 100mRaising the elevation by 100m

Page 40: Processing Elevation Data. Limitations of DEMs for hydro work Dates Static, does not evolve Matching to linear line work due to scale Processing errors

Finding the focal min values of dem for raster streamsFinding the focal min values of dem for raster streams

Page 41: Processing Elevation Data. Limitations of DEMs for hydro work Dates Static, does not evolve Matching to linear line work due to scale Processing errors

Con’tCon’t

Page 42: Processing Elevation Data. Limitations of DEMs for hydro work Dates Static, does not evolve Matching to linear line work due to scale Processing errors

Result of elevation values to streamsResult of elevation values to streams

Page 43: Processing Elevation Data. Limitations of DEMs for hydro work Dates Static, does not evolve Matching to linear line work due to scale Processing errors

Finds the nodata valuesFinds the nodata values

Page 44: Processing Elevation Data. Limitations of DEMs for hydro work Dates Static, does not evolve Matching to linear line work due to scale Processing errors

ResultResult

Page 45: Processing Elevation Data. Limitations of DEMs for hydro work Dates Static, does not evolve Matching to linear line work due to scale Processing errors

Actual burn Actual burn

Page 46: Processing Elevation Data. Limitations of DEMs for hydro work Dates Static, does not evolve Matching to linear line work due to scale Processing errors

ResultResult

Page 47: Processing Elevation Data. Limitations of DEMs for hydro work Dates Static, does not evolve Matching to linear line work due to scale Processing errors
Page 48: Processing Elevation Data. Limitations of DEMs for hydro work Dates Static, does not evolve Matching to linear line work due to scale Processing errors

SummarySummary

• Used 24K lines from NHD for reference

• Clipped streams to watershed boundary

• fill, flow direction, flow accumulation

• Drainage area calculation

• Raster streams, thinned

• Raised off stream elevation values

• Assigned true elevations to stream cells

• Combined the two for a hydrological “corrected” elevation surface

Page 49: Processing Elevation Data. Limitations of DEMs for hydro work Dates Static, does not evolve Matching to linear line work due to scale Processing errors

Questions / Comments?Questions / Comments?