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Operational Evaluation of VIIRS Satellite Products for River Forecasting Mike DeWeese Development and Operations Hydrologist North Central River Forecast Center May 13, 2014
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Operational Evaluation of VIIRS Satellite Products for River Forecasting Mike DeWeese Development and Operations Hydrologist North Central River Forecast.

Dec 30, 2015

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Page 1: Operational Evaluation of VIIRS Satellite Products for River Forecasting Mike DeWeese Development and Operations Hydrologist North Central River Forecast.

Operational Evaluation of VIIRS Satellite Products for River

Forecasting

Operational Evaluation of VIIRS Satellite Products for River

Forecasting

Mike DeWeese

Development and Operations Hydrologist

North Central River Forecast Center

May 13, 2014

Mike DeWeese

Development and Operations Hydrologist

North Central River Forecast Center

May 13, 2014

Page 2: Operational Evaluation of VIIRS Satellite Products for River Forecasting Mike DeWeese Development and Operations Hydrologist North Central River Forecast.

North Central River Forecast Center

North Central River Forecast Center

Page 3: Operational Evaluation of VIIRS Satellite Products for River Forecasting Mike DeWeese Development and Operations Hydrologist North Central River Forecast.

Operational Test ScheduleOperational Test Schedule• Began planning in January for operational test at

NCRFC and Alaska Pacific River Forecast Center (APRFC).

• Goal – to determine value in operational river forecasting process.

• 2 phase Operational implementation began in March.

– 1st phase: establish data ingest in Awips2 from SSEC

– 2nd phase: routine evaluation in operational setting

• Began planning in January for operational test at NCRFC and Alaska Pacific River Forecast Center (APRFC).

• Goal – to determine value in operational river forecasting process.

• 2 phase Operational implementation began in March.

– 1st phase: establish data ingest in Awips2 from SSEC

– 2nd phase: routine evaluation in operational setting

Page 4: Operational Evaluation of VIIRS Satellite Products for River Forecasting Mike DeWeese Development and Operations Hydrologist North Central River Forecast.

VIIRS Products EvaluatedVIIRS Products Evaluated

• River Ice Product

– Developed by City College of New York

– Tested on Mississippi River

• River Areal Flood Extent Product

– Developed by George Mason University

– Tested over entire River Forecast Center (RFC) domain

• Awips2 data feed via Cooperative Institute for Meteorological Satellite Studies (CIMMS)

• River Ice Product

– Developed by City College of New York

– Tested on Mississippi River

• River Areal Flood Extent Product

– Developed by George Mason University

– Tested over entire River Forecast Center (RFC) domain

• Awips2 data feed via Cooperative Institute for Meteorological Satellite Studies (CIMMS)

Page 5: Operational Evaluation of VIIRS Satellite Products for River Forecasting Mike DeWeese Development and Operations Hydrologist North Central River Forecast.

Operational EvaluationOperational Evaluation

• Forecast staff reviewed products in Cave D2D perspective

• Subjective daily evaluation for accuracy and added value

• Primarily used as additional Situational Awareness tool

• Information is used to “balance” river forecast model

• Forecast staff reviewed products in Cave D2D perspective

• Subjective daily evaluation for accuracy and added value

• Primarily used as additional Situational Awareness tool

• Information is used to “balance” river forecast model

Page 6: Operational Evaluation of VIIRS Satellite Products for River Forecasting Mike DeWeese Development and Operations Hydrologist North Central River Forecast.

CCNY River IceMississippi RiverCCNY River IceMississippi River

East Central IowaEast Central Iowa North East MissouriNorth East Missouri

Awips2 display Google RealEarth display

Open water detected below dam

Page 7: Operational Evaluation of VIIRS Satellite Products for River Forecasting Mike DeWeese Development and Operations Hydrologist North Central River Forecast.

River Ice ProductRiver Ice Product

• Limited to very wide river channels due to 380 meter resolution.

• Product is limited by thin cloud cover, no clear sky images were received during test period.

• Has not proved effective for operational use at NCRFC thus far.

• Limited to very wide river channels due to 380 meter resolution.

• Product is limited by thin cloud cover, no clear sky images were received during test period.

• Has not proved effective for operational use at NCRFC thus far.

Page 8: Operational Evaluation of VIIRS Satellite Products for River Forecasting Mike DeWeese Development and Operations Hydrologist North Central River Forecast.

GMU Areal Flood ExtentRed River of the North

GMU Areal Flood ExtentRed River of the North

Areas of Flood Inundation Areas of Flood Inundation Active Snow Melt RegionActive Snow Melt Region

Page 9: Operational Evaluation of VIIRS Satellite Products for River Forecasting Mike DeWeese Development and Operations Hydrologist North Central River Forecast.

Areal Flood ExtentEagle AK: 05-01 vs 05-14

Ice vs No Ice detection appears excellent

Areal Flood ExtentEagle AK: 05-01 vs 05-14

Ice vs No Ice detection appears excellent

Page 10: Operational Evaluation of VIIRS Satellite Products for River Forecasting Mike DeWeese Development and Operations Hydrologist North Central River Forecast.

Areal Flood Extent ProductAreal Flood Extent Product

• Minor flooding in Red River and APRFC limited use for inundation monitoring this year.

• Additional benefits quickly recognized in monitoring extent of snow cover and levee breaches.

• Proved useful for delineating areas of active snowmelt at multiple basin scales.

• Incorrect typing of shallow snow cover as cloud cover did not prove problematic for operational use.

• Minor flooding in Red River and APRFC limited use for inundation monitoring this year.

• Additional benefits quickly recognized in monitoring extent of snow cover and levee breaches.

• Proved useful for delineating areas of active snowmelt at multiple basin scales.

• Incorrect typing of shallow snow cover as cloud cover did not prove problematic for operational use.

Page 11: Operational Evaluation of VIIRS Satellite Products for River Forecasting Mike DeWeese Development and Operations Hydrologist North Central River Forecast.

Areal Flood Extent ResultsAreal Flood Extent Results

• Problems remain classifying some grids with standing water as land.

• Alaska RFC identified problems at high latitudes in early morning and evening products.

• Both RFCs identified significant value and future potential for river forecasting applications.

• Problems remain classifying some grids with standing water as land.

• Alaska RFC identified problems at high latitudes in early morning and evening products.

• Both RFCs identified significant value and future potential for river forecasting applications.

Page 12: Operational Evaluation of VIIRS Satellite Products for River Forecasting Mike DeWeese Development and Operations Hydrologist North Central River Forecast.

General ConclusionsGeneral Conclusions

• Color coded products with overlays are easily interpreted by forecasters.

• Current beneficial value for situational awareness.

• Potential value for future high resolution data use in model algorithms – both snow and hydraulic river models.

• Cloud cover and satellite schedule restricts operational availability.

• Color coded products with overlays are easily interpreted by forecasters.

• Current beneficial value for situational awareness.

• Potential value for future high resolution data use in model algorithms – both snow and hydraulic river models.

• Cloud cover and satellite schedule restricts operational availability.

Page 13: Operational Evaluation of VIIRS Satellite Products for River Forecasting Mike DeWeese Development and Operations Hydrologist North Central River Forecast.

Thank You For Your Attention!Thank You For Your Attention!

[email protected]