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Feedback Mechanisms From Feedback Mechanisms From Human Activities:Human Activities:
Discoveries Using Data From The Discoveries Using Data From The Oklahoma MesonetOklahoma Mesonet
Ken Crawford, DirectorKen Crawford, DirectorOklahoma Climatological SurveyOklahoma Climatological Survey
Regents’ Professor of MeteorologyRegents’ Professor of MeteorologyThe University of OklahomaThe University of Oklahoma
September 28, 2004September 28, 2004
Current Position Title:Current Position Title:
Program DirectorProgram DirectorIntegrated Surface Observation SystemsIntegrated Surface Observation Systems
Office of Science and TechnologyOffice of Science and TechnologyNational Weather Service HeadquartersNational Weather Service Headquarters
Silver Spring, MD 20910Silver Spring, MD 20910
Site Exposure:Site Exposure:
““The” Critical Issue In Acquiring The” Critical Issue In Acquiring Quality DataQuality Data
The Impact of Trees – The Impact of Trees – BlackwellBlackwell
Large trees are Large trees are located SE of the located SE of the Blackwell Mesonet Blackwell Mesonet site.site.
How do they impact How do they impact the observations?the observations?
The Impact of Trees – BlackwellThe Impact of Trees – Blackwell
Trees toward the SW and SE Trees toward the SW and SE reducereduce the average (SW and the average (SW and SE) wind speed by more than 50% compared to the SE) wind speed by more than 50% compared to the statewide average.statewide average.
Wind anomalies at nearby sites do not correspond with Wind anomalies at nearby sites do not correspond with the anomalies at Blackwell.the anomalies at Blackwell.
Wind anomalies at Blackwell (and the nearby sites) occur Wind anomalies at Blackwell (and the nearby sites) occur on a smaller scale than the distance between the sites.on a smaller scale than the distance between the sites.
Nighttime Temperature Anomalies Nighttime Temperature Anomalies at Blackwellat Blackwell
The average nighttime The average nighttime temperature at Blackwell temperature at Blackwell with a SE wind is almost with a SE wind is almost 10C below the statewide 10C below the statewide average.average.
The SE wind anomaly at The SE wind anomaly at Blackwell does not occur Blackwell does not occur at nearby sites.at nearby sites.
TemperatureTemperature(comparison between Micronet and nearby Mesonet sites)(comparison between Micronet and nearby Mesonet sites)
MATT HAUGLAND
Pasture-Level Influences
Note the Note the cold cold
anomaly anomaly mid-way mid-way between between
two two Mesonet Mesonet
sites sites spaced 20 spaced 20
miles miles apart!apart!
Several trees to the Several trees to the southeast of a site result in southeast of a site result in low measured values of low measured values of radiation during the first radiation during the first several hours of the day.several hours of the day.
Blue line: an unobstructed station
The Impact of the Near-Sensor Environment on the The Impact of the Near-Sensor Environment on the Resulting ObservationsResulting Observations
Related Research and Related Research and Discoveries Now PossibleDiscoveries Now Possible
The Impact of Soil Moisture and a The Impact of Soil Moisture and a Soil Moisture Climatology for Soil Moisture Climatology for
OklahomaOklahoma
Impact of an Isolated Irrigated Impact of an Isolated Irrigated Field Field
on Boundary Layer on Boundary Layer TemperaturesTemperatures
8 August 1998 — 23:00 UTC8 August 1998 — 23:00 UTC
Statewide Time SeriesStatewide Time Seriesof Soil Moistureof Soil Moisture
The annual cycle of Fractional Water Index values for Oklahoma with The annual cycle of Fractional Water Index values for Oklahoma with four soil moisture phases (I-IV) identified. (6 years of data)four soil moisture phases (I-IV) identified. (6 years of data)
Hollis, OK — 1998Hollis, OK — 1998Meteogram of Fractional Water Meteogram of Fractional Water
IndexIndex
• Rain gauge was broken during the summer, but Rain gauge was broken during the summer, but almost no rain fell during that time.almost no rain fell during that time.
• 60 & 75 cm soil moisture did not recover by the 60 & 75 cm soil moisture did not recover by the year’s end, even with winter precipitation.year’s end, even with winter precipitation.
Time/Depth Scales Of Time/Depth Scales Of Observed PrecipitationObserved Precipitation
Last 30 DaysLast 30 Days
Time/Depth Scales of Soil Time/Depth Scales of Soil MoistureMoisture
Fractional Water Index at 5 cm — Ending 10/12/03Fractional Water Index at 5 cm — Ending 10/12/03
Time/Depth Scales of Observed Time/Depth Scales of Observed PrecipitationPrecipitation
Last 120 Days
Time/Depth Scales of Soil Time/Depth Scales of Soil MoistureMoisture
Fractional Water Index at 75 cm — Ending 10/12/03
Time/Depth Scales of Soil Time/Depth Scales of Soil MoistureMoisture
Fractional Water Index from Fairview, OK at 4 Depths (5 cm to 75 cm) for the 30 Day Period Ending 10/12/03
Related Research and Related Research and Discoveries Now Possible…Discoveries Now Possible…
Linear Relationship Between Root Linear Relationship Between Root Zone Soil Moisture and Surface Heat Zone Soil Moisture and Surface Heat
FluxesFluxes
0 0.2 0.4 0.6 0.8 1
0-5
5-10
10-20
20-30
30-40
40-50
50-60
60-70
70-80
Explained Variance Between Mean Soil-Water Content and Daily-Maximum of Heat Fluxes at the Norman Mesonet Site
SHLH
Explained Variance
Soi
l Dep
th (
cm)
Linear Correlation of Fluxes With Linear Correlation of Fluxes With Respect To Soil DepthRespect To Soil Depth
SH = Flux of Sensible HeatSH = Flux of Sensible Heat LH = Flux of Latent HeatLH = Flux of Latent Heat
Related Research and Related Research and Discoveries Now Possible…Discoveries Now Possible…
The Impact of VegetationThe Impact of Vegetation
(Oklahoma Winter Wheat)(Oklahoma Winter Wheat)
27 March 2000 – Local 27 March 2000 – Local ImpactsImpacts
Visual greenness for Visual greenness for the week ending 6 April the week ending 6 April
20002000
Wind direction Wind direction (WDIR) & dew point (WDIR) & dew point (TDEW) from (TDEW) from Freedom, OKFreedom, OK
SOM Seminar – Matt HauglandAcross Oklahoma’s Winter Wheat BeltThe Diurnal Cycle of Land-Atmosphere Interactions
Reverse Inland “Sea breeze” CirculationReverse Inland “Sea breeze” Circulation
COOL COOLWARM
H HL
H LL
Divergence
The city-center (i.e., the wheat belt) becomes warm during the afternoon and induces low-level
convergence.
SOM Seminar – Matt HauglandAcross Oklahoma’s Winter Wheat BeltThe Diurnal Cycle of Land-Atmosphere Interactions
After Harvest, June 1994-2000
-0.1
0
0.1
0.2
0.3
0.4
0.5
0.6
0.7
0.8
11 13 15 17 19 21 23 1 3 5 7 9
Time (UTC)
Te
mp
. A
no
ma
ly (
C)
4.45
4.5
4.55
4.6
4.65
4.7
4.75
4.8
Pre
ss
ure
An
om
aly
(m
b)
T Anom.
P Anom.
(WWB – AC)Diurnal Temperature & Pressure AnomaliesDiurnal Temperature & Pressure Anomalies
The result is an afternoon warm anomaly over the wheat belt and a co-located low
pressure anomaly.
Related Research and Related Research and Discoveries Now Possible…Discoveries Now Possible…
The Memory of Mother EarthThe Memory of Mother Earth
Five Days Later: 12 August Five Days Later: 12 August 19941994
Double-lobed pattern in the air temperature field was evidentin the afternoon analysis 5 days later.
Five Days Later: 12 August 1994Five Days Later: 12 August 1994
Double-lobed pattern in the dew point field was evidentin the afternoon analysis 5 days later.
Other Agricultural DividendsOther Agricultural Dividends
• ““The Mesonet has proven to be one of the The Mesonet has proven to be one of the most valuable production and marketing most valuable production and marketing tools available to Oklahoma producers.”tools available to Oklahoma producers.”
Mark Hodges, Oklahoma Wheat CommissionMark Hodges, Oklahoma Wheat Commission
• ““Mesonet data was critical to provide Mesonet data was critical to provide documentation of the current drought.”documentation of the current drought.”
Gerald Downing, Latimer County Emer. Gerald Downing, Latimer County Emer. Mgmt.Mgmt.