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SHAWN NAYLOR Research Hydrogeologist Center for Geospatial Data Analysis, Indiana Geological Survey

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Page 1: SHAWN NAYLOR · SHAWN NAYLOR . Research Hydrogeologist Center for Geospatial Data Analysis, Indiana Geological Survey

SHAWN NAYLOR

Research Hydrogeologist Center for Geospatial Data Analysis,

Indiana Geological Survey

Page 2: SHAWN NAYLOR · SHAWN NAYLOR . Research Hydrogeologist Center for Geospatial Data Analysis, Indiana Geological Survey

•Study rationale and goals •Distribution of monitoring network •Instrumentation

•Preliminary results

Presentation overview

Page 3: SHAWN NAYLOR · SHAWN NAYLOR . Research Hydrogeologist Center for Geospatial Data Analysis, Indiana Geological Survey

•Software exists for ground-source heat pump (GSHP) installers to calculate optimal loop lengths for ground-coupling systems •Uncertainties exist for input parameters such as soil thermal properties and earth temperatures •Based on geotechnical parameters, trench lengths for horizontal GSHPs can range from 100 to 400 feet per ton of heating demand

•Land area requirements can vary between 1,500 and 3,000 ft2 per ton

Rationale

Page 4: SHAWN NAYLOR · SHAWN NAYLOR . Research Hydrogeologist Center for Geospatial Data Analysis, Indiana Geological Survey

We assume that near-surface temps will be constant at depths greater than ~30’

Local-scale influences of groundwater flow on near-surface temperature gradients

GW recharge settings may have reduced temps relative to adjacent discharge settings

GW recharge settings may have reduced temps relative to adjacent discharge settings

Page 5: SHAWN NAYLOR · SHAWN NAYLOR . Research Hydrogeologist Center for Geospatial Data Analysis, Indiana Geological Survey

Unconsolidated material thermal conductivity

Texture, moisture content, and bulk density are primary controls on thermal conductivity of unconsolidated materials

(figures from Remund, 1994)

clay sand

silt loam

A three-fold increase in thermal conductivity (e.g., dry to saturated sands) can result in a 30% reduction in required earth-coupled loop lengths

Page 6: SHAWN NAYLOR · SHAWN NAYLOR . Research Hydrogeologist Center for Geospatial Data Analysis, Indiana Geological Survey

Establish long-term datasets that provide designers with:

1. Near-surface, year-round temperature gradients

2. Continuous measurements of thermal conductivity and thermal diffusivity such that seasonal variations can be considered

3. Continuous soil moisture data and therefore end members for various unconsolidated materials and hydrogeologic settings

Project goals

Page 7: SHAWN NAYLOR · SHAWN NAYLOR . Research Hydrogeologist Center for Geospatial Data Analysis, Indiana Geological Survey

Hydrogeologic settings mapped by Fleming (1995)

Site locations relative to hydrogeologic settings

Northern Indiana • Outwash terrace (sandy loam, #6) • Moraine crest (silty clay till, #5) Central Indiana • Supraglacial till adjacent to major tributary

of E. Fork White R. (clay loam, #4) • Moraine crest (clay loam till, #3) • Alluvial terrace adjacent to W. Fork White

R. (silt loam, #1)

Page 8: SHAWN NAYLOR · SHAWN NAYLOR . Research Hydrogeologist Center for Geospatial Data Analysis, Indiana Geological Survey

Establish continuous thermal gradients and thermal properties and link these measurements to a. Unconsolidated material texture and bulk density b. Energy budgets c. Water budgets

Monitoring approach

Page 9: SHAWN NAYLOR · SHAWN NAYLOR . Research Hydrogeologist Center for Geospatial Data Analysis, Indiana Geological Survey

Trenches excavated to 6’ depth (typical installation depth for horizontal GSHP installations)

Trench excavations

Page 10: SHAWN NAYLOR · SHAWN NAYLOR . Research Hydrogeologist Center for Geospatial Data Analysis, Indiana Geological Survey

Samples collected at 1’ intervals from 1-6’ below ground surface Samples collected in 2” x 4” core liners for bulk density determination and grain size analysis 3” x 6” cores also collected for laboratory thermal conductivity measurements

Sediment sampling

Page 11: SHAWN NAYLOR · SHAWN NAYLOR . Research Hydrogeologist Center for Geospatial Data Analysis, Indiana Geological Survey

Tipping bucket rain gauge installed to measure precip Micrometeorological parameters measured to determine evapotranspiration (e.g., wind speed, solar radiation, relative humidity) Campbell CS650 soil water content reflectometers installed to measure volumetric moisture content at 1’ depth intervals

Instrumentation (water budget)

Page 12: SHAWN NAYLOR · SHAWN NAYLOR . Research Hydrogeologist Center for Geospatial Data Analysis, Indiana Geological Survey

Pyranometer used to measure incoming solar radiation Thermister (+- 0.1 deg. C) used to measure air temperature Campbell CS650 sensors used to measure soil temperature (+- 0.5 deg. C) at 1’ depth intervals

Instrumentation (energy budget)

Page 13: SHAWN NAYLOR · SHAWN NAYLOR . Research Hydrogeologist Center for Geospatial Data Analysis, Indiana Geological Survey

All instruments, including Hukseflux thermal properties sensor, were connected to CR1000 dataloggers and programmed to collect data at hourly intervals Data are downloaded remotely using cellular modems

Data-logging using Campbell CR1000 dataloggers

Page 14: SHAWN NAYLOR · SHAWN NAYLOR . Research Hydrogeologist Center for Geospatial Data Analysis, Indiana Geological Survey

Thermal conductivity (KT) and diffusivity determined: 1. Across trench face to determine spatial variability within 6’ x 6’ grid (Decagon KD2 Pro) 2. In laboratory using cores (Decagon KD2 Pro) 3. In-situ using sensor connected to datalogger (Hukseflux TP01 sensor)

Instrumentation (thermal properties)

Hukseflux TP01 Thermal Properties Sensor •Measures radial diff. temp. around heating wire using 2 thermopiles •Designed for long term installation in soil

Decagon KD2 Pro Thermal Properties Sensor •Measures thermal props. using transient line heat source •Designed for laboratory and spot measurements

Page 15: SHAWN NAYLOR · SHAWN NAYLOR . Research Hydrogeologist Center for Geospatial Data Analysis, Indiana Geological Survey

•Datalogger program written to record KT measurements every 3 hours •Extensive work done calibrating sensors to known standards •KD2 Pro sensors installed adjacent to Hukseflux sensor at one of the sites to provide comparison measurements

In-situ KT measurements

y = 1.3187x - 0.2167 R² = 0.9887

0

1

2

3

4

0 1 2 3 4

KD2P

ro T

R-1

m

easu

rem

ents

Hukseflux measurements

SN200601 KT Transform

Page 16: SHAWN NAYLOR · SHAWN NAYLOR . Research Hydrogeologist Center for Geospatial Data Analysis, Indiana Geological Survey

Preliminary data

0

0.2

0.4

0.6

0.8

1

0.00

0.10

0.20

0.30

0.40

0.50

09/16/11 09/26/11 10/06/11 10/16/11 10/26/11

Precipitation (inches) Wat

er C

onte

nt (%

Sat

urat

ed)

Volumetric Water Content Bradford Woods silt loam

Precip.VWC 1ftVWC 2ftVWC 3ftVWC 4ftVWC 5ftVWC 6ft

1.35

1.4

1.45

1.5

1.55

1.6

09/16/11 09/24/11 10/02/11 10/10/11 10/18/11 10/26/11 11/03/11

Ther

mal

Con

duct

ivity

(W/m

*K) Thermal Conductivity at 4' Depth

Page 17: SHAWN NAYLOR · SHAWN NAYLOR . Research Hydrogeologist Center for Geospatial Data Analysis, Indiana Geological Survey

Preliminary data

1

1.1

1.2

1.3

1.4

1.5

1.6

09/01/11 09/11/11 09/21/11 10/01/11 10/11/11 10/21/11 10/31/11

Ther

mal

Con

duct

ivity

(W/m

*K)

Thermal Conductivity at 4' Depth

0

0.2

0.4

0.6

0.8

1

0.00

0.10

0.20

0.30

0.40

0.50

09/01/11 09/11/11 09/21/11 10/01/11 10/11/11 10/21/11 10/31/11

Precipitation (inches) W

ater

Con

tent

(% S

atur

ated

)

Volumetric Water Content Flatrock River clay loam Precip.VWC 1ftVWC 2ftVWC 3ftVWC 4ftVWC 5ftVWC 6ft

Page 18: SHAWN NAYLOR · SHAWN NAYLOR . Research Hydrogeologist Center for Geospatial Data Analysis, Indiana Geological Survey

Other possibilities for future work

Comparing continuous temp gradients and KT with temperature drops through earth loops adjacent to monitoring site

Page 19: SHAWN NAYLOR · SHAWN NAYLOR . Research Hydrogeologist Center for Geospatial Data Analysis, Indiana Geological Survey

SSURGO data related to horizontal GSHP design

Deepest soil horizon textures (parent material) Parcels and mapped units

Page 20: SHAWN NAYLOR · SHAWN NAYLOR . Research Hydrogeologist Center for Geospatial Data Analysis, Indiana Geological Survey

Potential for mapping predominant soil moisture characteristics across Indiana

Topographic wetness index (TWI) - algorithm based on surface slope and area draining toward particular point on landscape TWI = ln (a/tanB) a = upslope contributing area B = local slope

Page 21: SHAWN NAYLOR · SHAWN NAYLOR . Research Hydrogeologist Center for Geospatial Data Analysis, Indiana Geological Survey

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