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GIS and Drought GIS and Drought Applications Applications Keith Stellman Keith Stellman Senior Hydrologist Senior Hydrologist Lower Mississippi River Forecast Center Lower Mississippi River Forecast Center Slidell, LA Slidell, LA
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GIS and Drought Applications Keith Stellman Senior Hydrologist Lower Mississippi River Forecast Center Slidell, LA.

Dec 19, 2015

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Page 1: GIS and Drought Applications Keith Stellman Senior Hydrologist Lower Mississippi River Forecast Center Slidell, LA.

GIS and Drought GIS and Drought ApplicationsApplications

Keith StellmanKeith StellmanSenior HydrologistSenior Hydrologist

Lower Mississippi River Forecast CenterLower Mississippi River Forecast CenterSlidell, LASlidell, LA

Page 2: GIS and Drought Applications Keith Stellman Senior Hydrologist Lower Mississippi River Forecast Center Slidell, LA.

OutlineOutline

• Overview of CPC products

• History/Background info/Examples

• Validity of the Data

• Gridded Normals?

• Compositing

• Possibilities

Page 3: GIS and Drought Applications Keith Stellman Senior Hydrologist Lower Mississippi River Forecast Center Slidell, LA.

Normal CPC Drought GraphicsNormal CPC Drought Graphics

Page 4: GIS and Drought Applications Keith Stellman Senior Hydrologist Lower Mississippi River Forecast Center Slidell, LA.

CPC Graphics Cont’CPC Graphics Cont’

Page 5: GIS and Drought Applications Keith Stellman Senior Hydrologist Lower Mississippi River Forecast Center Slidell, LA.

CPC Graphics Cont.CPC Graphics Cont.

Page 6: GIS and Drought Applications Keith Stellman Senior Hydrologist Lower Mississippi River Forecast Center Slidell, LA.

Overview / HistoryOverview / History• Stage III

– 4 x 4 km resolution– Gridded PRISM data

• ABRFC – Computed daily average from PRISM data– Posted output images to web

• LMRFC– Converted prism grids to HRAP projection in GIS– Computed monthly images on 1st of the month

Page 7: GIS and Drought Applications Keith Stellman Senior Hydrologist Lower Mississippi River Forecast Center Slidell, LA.

CPC Percent of NormalCPC Percent of Normal

Page 8: GIS and Drought Applications Keith Stellman Senior Hydrologist Lower Mississippi River Forecast Center Slidell, LA.

RFC GraphicsRFC Graphics1 Month Stage III1 Month Stage III

Page 9: GIS and Drought Applications Keith Stellman Senior Hydrologist Lower Mississippi River Forecast Center Slidell, LA.

RFC GraphicsRFC Graphics

Page 10: GIS and Drought Applications Keith Stellman Senior Hydrologist Lower Mississippi River Forecast Center Slidell, LA.

WGRFC/ABRFC/OHRFC WGRFC/ABRFC/OHRFC ExamplesExamples

Page 11: GIS and Drought Applications Keith Stellman Senior Hydrologist Lower Mississippi River Forecast Center Slidell, LA.

Detailed RFC ImagesDetailed RFC Images

Page 12: GIS and Drought Applications Keith Stellman Senior Hydrologist Lower Mississippi River Forecast Center Slidell, LA.

Details, DetailsDetails, Details

• County to county rainfall surplus/deficits

• Grid to grid comparisons

• Water supply issues from county to county

Page 13: GIS and Drought Applications Keith Stellman Senior Hydrologist Lower Mississippi River Forecast Center Slidell, LA.

RFC Observed AnalysisRFC Observed Analysis

• Daily rain gage analysis in GIS using IDW method of interpolation on 4x4 km grid

• Grids are archived

• Grids are summed for monthly totals

• Rain gage analysis can then be used for percent of normal

Page 14: GIS and Drought Applications Keith Stellman Senior Hydrologist Lower Mississippi River Forecast Center Slidell, LA.

Observed AnalysisObserved Analysis1 Month Totals1 Month Totals

Page 15: GIS and Drought Applications Keith Stellman Senior Hydrologist Lower Mississippi River Forecast Center Slidell, LA.

LMRFC Observed AnalysisLMRFC Observed Analysis

Page 16: GIS and Drought Applications Keith Stellman Senior Hydrologist Lower Mississippi River Forecast Center Slidell, LA.

ComparisonsComparisons

Minimums

Page 17: GIS and Drought Applications Keith Stellman Senior Hydrologist Lower Mississippi River Forecast Center Slidell, LA.

How Accurate is the Data?How Accurate is the Data?1 month totals for October 20021 month totals for October 2002

ASOS ID Stage III Estimate

Gage Analysis Estimate

ASOS Monthly Total

LCH 21.02 21.45 21.27

LFT 17.43 18.27 18.35

AEX 14.19 12.49 13.37

LIT 5.14 5.09 5.07

MEM 8.49 8.28 8.41

Page 18: GIS and Drought Applications Keith Stellman Senior Hydrologist Lower Mississippi River Forecast Center Slidell, LA.

What is Normal?What is Normal?

• PRISM (Parameter-elevation Regressions on Independent Slopes Model)

• Knowledge-based system using point data, digital elevation model, & other spatial data sets

• Generates gridded estimates of climatic parameters (such as precipitation & temperature)

• Accounts for rain shadows, inversions, coastal proximity, and others

Page 19: GIS and Drought Applications Keith Stellman Senior Hydrologist Lower Mississippi River Forecast Center Slidell, LA.

Orographic EnhancementOrographic Enhancement

Page 20: GIS and Drought Applications Keith Stellman Senior Hydrologist Lower Mississippi River Forecast Center Slidell, LA.

PRISM MapsPRISM Maps

Page 21: GIS and Drought Applications Keith Stellman Senior Hydrologist Lower Mississippi River Forecast Center Slidell, LA.

Where Can I Find PRISM Data?Where Can I Find PRISM Data?

Digital via Web Sites

SCAS: www.ocs.orst.edu/prism/

NRCS: www.ftw.nrcs.usda.gov/prism/prism.html

Contact Info:Christopher DalyDirectorSpatial Climate Analysis ServiceOregon State UniversityCorvallis, Oregon

Page 22: GIS and Drought Applications Keith Stellman Senior Hydrologist Lower Mississippi River Forecast Center Slidell, LA.

How do we get the resultsHow do we get the results

• PRISM data is on a 4x4 km grid

• Stage III data is on a 4x4 km grid

• ((((StageIII-Prism)/Prism)+1)*100) = % of Normal Precipitation

• GIS Software does grid calculations and exports result as a JPEG

• Program is automatically run on 1st of the month for previous 1,2,3 and 6 months

Page 23: GIS and Drought Applications Keith Stellman Senior Hydrologist Lower Mississippi River Forecast Center Slidell, LA.

Who is doing what?Who is doing what?

• ABRFC,WGRFC,LMRFC,OHRFC,CBRFC– Utilize gridded datasets

• CBRFC lists under water supply in form of pdf document

• MBRFC,NERFC and MARFC– Utilize observed datasets on larger scale

• MBRFC uses pdf document under water supply

Page 24: GIS and Drought Applications Keith Stellman Senior Hydrologist Lower Mississippi River Forecast Center Slidell, LA.

CompositeComposite

• Southern Region RFC Web Team– Goal is to composite graphics with levels of

zoom

• Each SR RFC (SERFC,WGRFC,LMRFC,ABRFC) sends daily StageIII totals to WGRFC

• Data is summed into monthly totals and compared to PRISM data

Page 25: GIS and Drought Applications Keith Stellman Senior Hydrologist Lower Mississippi River Forecast Center Slidell, LA.

Coming Very Soon!Coming Very Soon!

Page 26: GIS and Drought Applications Keith Stellman Senior Hydrologist Lower Mississippi River Forecast Center Slidell, LA.

Future PossibilitiesFuture Possibilities

• Providing each monthly calculation as a shapefile or ascii grid

• Incorporating more than SR RFC’s into the datasets

• Utilizing gage only datasets across SR