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A New Soil Moisture Observational Network In Arizona: Design, and Preliminary Results bert Zamora NOAA/ESRL Physical Sciences Division Clark NOAA/NWS Colorado Basin River Forecast Cente ve Brandon NOAA/NWS Western Region Headquarters rty Ralph NOAA/ESRL Physical Sciences Division mothy Schneider NOAA/ESRL Physical Sciences Divisio

A New Soil Moisture Observational Network In Arizona: Design, and Preliminary Results Robert Zamora NOAA/ESRL Physical Sciences Division Ed Clark NOAA/NWS

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Page 1: A New Soil Moisture Observational Network In Arizona: Design, and Preliminary Results Robert Zamora NOAA/ESRL Physical Sciences Division Ed Clark NOAA/NWS

A New Soil Moisture Observational Network In Arizona: Design, and

Preliminary Results

Robert Zamora NOAA/ESRL Physical Sciences DivisionEd Clark NOAA/NWS Colorado Basin River Forecast Center Dave Brandon NOAA/NWS Western Region HeadquartersMarty Ralph NOAA/ESRL Physical Sciences DivisionTimothy Schneider NOAA/ESRL Physical Sciences Division

Page 2: A New Soil Moisture Observational Network In Arizona: Design, and Preliminary Results Robert Zamora NOAA/ESRL Physical Sciences Division Ed Clark NOAA/NWS

Outline

• Motivations

• Overview of the Network

• Instrumentation and Calibration

• Flash Flood Case of 18-26 July 2008

• Summary

Page 3: A New Soil Moisture Observational Network In Arizona: Design, and Preliminary Results Robert Zamora NOAA/ESRL Physical Sciences Division Ed Clark NOAA/NWS

NOAA Hydrometeorology Testbed Soil Moisture Observations

• Transfer of new observing methods, scientific findings, and decision making tools into NWS operations.

• Russian, NF American and San Pedro river basins. (Tar River planning in process)

• Flash flood forecasting (Caracena et al. 1979, Bosart and Sanders, 1981)

• Evaluation of NOAA/OHD hydrological models. (lumped, distributed, and physically based)

• Evaluation of meteorological weather prediction models’ land surface and boundary layer parameterizations

• Impact of climate change on our water supply

Page 4: A New Soil Moisture Observational Network In Arizona: Design, and Preliminary Results Robert Zamora NOAA/ESRL Physical Sciences Division Ed Clark NOAA/NWS

-110.6 -110.5 -110.4 -110.3 -110.2 -110.1

31.4

31.5

31.6

31.7

31.8

200 600 1000 1400 1800 2200 2600

E lev (m)

Freem an Spring (FMS)

W hetstone (W SE)

Fairbank (FBK)

Ft. Huachuca

0 5 10

km

Canelo (CNL)

Black Oak Cem etery (BOC)

Elgin (ELG)

San Pedro River Tom bstone (SPTA3)

Arizona Soil Moisture Network

Babocamari River

San Pedro River

Sierra Vista

San Pedro River Palom inas (SPPA3)

Soil Moisture Observing Station449-MHz wind profilerUSGS River Gauging Station

Upper Babocam ari (UPBA3)

Barbocam ari River (BABA3)

Alluvial Cobbly Clay SoilCaliche 5.0 cm to 1.0 m

HRAP

Page 5: A New Soil Moisture Observational Network In Arizona: Design, and Preliminary Results Robert Zamora NOAA/ESRL Physical Sciences Division Ed Clark NOAA/NWS

Instrumentation

• Campbell Scientific 616 Time Domain Reflectometer (CNL, FMS, ELG, WHT, FBK)

• Vitel Stevens Hydra Probe (BOC) • Campbell Scientific 107 Temperature Probe• 2.0 m Air Temperature and Relative Humidity• Texas Electronics Tipping Bucket Rain Gauge• Probe Depths (5, 10, 20, 50, 100 cm)• 2.0 or 5.0 minute averages transmitted every

hour by land line or GOES (Convective events are of the most interest)

Page 6: A New Soil Moisture Observational Network In Arizona: Design, and Preliminary Results Robert Zamora NOAA/ESRL Physical Sciences Division Ed Clark NOAA/NWS

Deployment

ReflectometersTemperature Probes

Page 7: A New Soil Moisture Observational Network In Arizona: Design, and Preliminary Results Robert Zamora NOAA/ESRL Physical Sciences Division Ed Clark NOAA/NWS

TDR Calibration

15 20 25 30 35 40R e fle cto m e te r p e rio d in m icro se co n d s

0

0.1

0.2

0.3

0.4

0.5

0.6

0.7

Vo

lum

etr

ic W

etn

ess

Fra

ctio

n

H eald sb u rg , C A

Campbell 0.5 dSm-1

USGS1.0 dSm-1

Page 8: A New Soil Moisture Observational Network In Arizona: Design, and Preliminary Results Robert Zamora NOAA/ESRL Physical Sciences Division Ed Clark NOAA/NWS

7/18/08 7/20/08 7/22/08 7/24/08 7/26/08T im e (U TC )

0

20

40

60S

oil V

olum

etr

ic W

ater

Con

ten

t (%

)

0

20

40

60

80

100

Cum

ulat

ive

Rai

nfa

ll (m

m)

VW C 5.0 cm

VW C 10.0 cm

VW C 15.0 cm

VW C 20.0 cm

VW C 50.0 cm

Cum ulative Rainfa ll

W hetstone, AZ

Page 9: A New Soil Moisture Observational Network In Arizona: Design, and Preliminary Results Robert Zamora NOAA/ESRL Physical Sciences Division Ed Clark NOAA/NWS

NWS BABA3Nearest Gauge to Whetstone Site

Page 10: A New Soil Moisture Observational Network In Arizona: Design, and Preliminary Results Robert Zamora NOAA/ESRL Physical Sciences Division Ed Clark NOAA/NWS

NWS BABA3Nearest Gauge to Whetstone Site

Page 11: A New Soil Moisture Observational Network In Arizona: Design, and Preliminary Results Robert Zamora NOAA/ESRL Physical Sciences Division Ed Clark NOAA/NWS

A closer look at the infiltration

• The soil moisture observations captured the movement of rainfall as it penetrated deeper into the soil.

• The water takes ~ 20 minutes to move from the surface to 50 cm depth in the nearly saturated layer.

12:00 14:00 16:00 18:00 20:00 22:00 0:00 2:00 4:00 6:00 8:00 10:00 12:00T im e (U TC )

0

20

40

60

Soi

l Vol

umet

ric W

ater

Con

tent

(%

)

50

60

70

80

90

Cum

ula

tive

Ra

infa

ll (m

m)

V W C 5.0 cm

V W C 10.0 cm

V W C 15.0 cm

V W C 20.0 cm

V W C 50.0 cm

C um ulative R a infa ll

W hetstone, A rizona

Ju ly 23

Page 12: A New Soil Moisture Observational Network In Arizona: Design, and Preliminary Results Robert Zamora NOAA/ESRL Physical Sciences Division Ed Clark NOAA/NWS

CBRFC Simulated Soil Moisture for 23 July, 2008

• Simulated soil moisture values have a dry bias.• Observed values appear to have a wet bias

based on USGS field capacity estimates in the San Pedro River Basin.

7/18/08 7/20/08 7/22/08 7/24/08 7/26/08T im e (U TC )

0

20

40

60

Soi

l Vo

lum

etr

ic W

ater

Con

ten

t (%

)

0

20

40

60

80

100

Cu

mu

lativ

e R

ain

fall

(mm

)

VW C 5.0 cm

VW C 10.0 cm

VW C 15.0 cm

VW C 20.0 cm

VW C 50.0 cm

Cum ulative Rainfa ll

W hetstone, AZ

Page 13: A New Soil Moisture Observational Network In Arizona: Design, and Preliminary Results Robert Zamora NOAA/ESRL Physical Sciences Division Ed Clark NOAA/NWS

• Without radar bias corrections the MPE significantly underestimated the amount of precipitation input to the RDHM.

Max MPE Over Whetstone ~ 0.75”

Observed at Whetstone ~ 1.29”

Page 14: A New Soil Moisture Observational Network In Arizona: Design, and Preliminary Results Robert Zamora NOAA/ESRL Physical Sciences Division Ed Clark NOAA/NWS

Summary

• Active monsoon period over four days (19-24 Jul 2008)• ~100 mm (4 inches) of rain fell in four storms• Evidence of gradual moistening to greater depths over time• After a 2-day delay for the rain from the first storm to reach

50 cm, the stream response to the next storm occurred within 1 h

• A significant runoff event was associated with this storm; streamflow went from near zero to 3500 cfs, and flow exceeded 5 feet in depth, i.e., a flash flood occurred

• Preliminary results suggest that the soil moisture observations will play an important role in the evaluation and development of the NWS hydrological models

Page 15: A New Soil Moisture Observational Network In Arizona: Design, and Preliminary Results Robert Zamora NOAA/ESRL Physical Sciences Division Ed Clark NOAA/NWS

Future Plans

• Begin ingesting the PSD precipitation data into the RDHM at CBRFC. Handbook 5 ID’s soon

• Evaluate the CBRFC simulated soil moisture products with the PSD observations.

• Examine the heterogeneity of precipitation and soil moisture in the Upper Babocomari using the three HRAP scale stations: Black Oak Cemetery, Canelo and Freeman Spring.

• Install component summation atmospheric radiation observing capability at Elgin, AZ. BSRN protocols. (Meyers, Dutton)

• Install two sites in the Upper Colorado this summer (Granby and Gunnison)

Page 16: A New Soil Moisture Observational Network In Arizona: Design, and Preliminary Results Robert Zamora NOAA/ESRL Physical Sciences Division Ed Clark NOAA/NWS

Acknowledgements

• Gary Carter NOAA/NWS/OHD

• Michelle Schmidt NOAA/NWS/CBRFC

• Victor Koren NOAA/NWS/OHD

• Pedro Restrepo NOAA/NWS/OHD

• Linda Kennedy Audubon Research Ranch

• US Forest Service