Laser scanning 2 - Permafrost Laboratory...To measure di˜erential heave we have applied a...

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Laser Scanning of a Small Patterned Ground System Ronald Daanen ([email protected]), William Cable, Guido Grosse, Donald Walker, Vladimir Romanovsky, Reginald Muskett Non-sorted circles are a ubiquitous patterned ground formation in the arctic tundra. These features are not always visible at the surface due to vegetation cover. Research has shown that frost heave plays a major role in evolution of these fea- tures over time. The interaction of frost heave, hydrology and vegetation is a concept that is currently being researched. During freezing of the active layer water migrates from warm regions to cold regions, generated by snow and insulating vegetation. This migration leads to differential heave in the landscape. For this study we use a field site near Franklin Bluffs Alaska. To measure differential heave we have applied a terrestrial laser scanner in spring and fall to understand frost heave and vegetation distribution in these systems. We use a Leica ScanStation 2 scanner and we processed the scan data with Cy- clone. Due to vegetation and small topographical irregularities we scan the area from four different directions and inte- grate these scans into one point cloud using targets at each corner of our 10X10 meter research area. The large point cloud is than analyzed with our own software designed to sort the point cloud into layers and boxes. In order to measure smooth frost heave pattern we subtract datasets after aligning them in space. Vegetation cover den- sity was calculated using the vertical distribution of the point cloud. Relative cover density is calculated as the number of points above the ground surface (2cm) dived by the total number in that subplot. The data suggests that frost heave is greatest in regions with least vegetation cover surrounded by high vegetation cover and partially vegetated non-sorted circles show subdued frost heave. The overall heave in the non-sorted circles is be- tween 10 and 15 centimeter using the inter-circle area as reference point with no frost heave. Evolution Water, Ice and Temperature Heterogeneous Coupled Heat and Moisture transfer Permafrost Freezing front Vegetated surface and snow covered Bare surface Heat Water Ice lenses Insulation Air temperature Permafrost temperature During freezing Frost heave Insulation estimation through vegetation characteristics The thermal differences are generated by snow, plant and soil properties N-factor (Kade, 2006) – Average condition of the insulation layer R-value – Specific condition related to depth and thermal conductivity of the layer Lichen Forbs Sedges Grasses Shrubs Mosses Snow Organic mater Bare Frost susceptible Mineral soil Data analyzes Developed a Fortran code to sort the point cloud Divide 10X10m grid in 2.5cm squares (columns of points) Lowest point is the soil surface higher points are vegetation 2.5cm 2.5cm Fall elevation Spring elevation Frost heave Vegetation height Vegetation canopy density Aerial view and frost heave Relative number of points above the surface Y u r i S h u r E a r t h h u m m o c k N o n - s o r t e d c i r c l e Modified from Chernov and Matveyeva 1997 Active layer depth Carbon sequestration Drainage Adjacent Tundra Non-Sorted Circle Groundwater supply Runoff Radiation Precipitation Reflection and Radiation Evapotranspiration Run on Permafrost boundary Sensible heat exchange Active layer Vegetation succession Soil development Carbon sequestration Ice accumulation Differential heave Local transfer Concept Semi bare Colder tundra climate Warmer tundra climate permafrost aggradation

Transcript of Laser scanning 2 - Permafrost Laboratory...To measure di˜erential heave we have applied a...

Page 1: Laser scanning 2 - Permafrost Laboratory...To measure di˜erential heave we have applied a terrestrial laser scanner in spring and fall to understand frost heave and vegetation distribution

Laser Scanning of a Small Patterned Ground SystemRonald Daanen ([email protected]), William Cable, Guido Grosse, Donald Walker, Vladimir Romanovsky, Reginald Muskett

Non-sorted circles are a ubiquitous patterned ground formation in the arctic tundra. These features are not always visible at the surface due to vegetation cover. Research has shown that frost heave plays a major role in evolution of these fea-tures over time. The interaction of frost heave, hydrology and vegetation is a concept that is currently being researched. During freezing of the active layer water migrates from warm regions to cold regions, generated by snow and insulating

vegetation. This migration leads to di�erential heave in the landscape. For this study we use a �eld site near Franklin Blu�s Alaska.

To measure di�erential heave we have applied a terrestrial laser scanner in spring and fall to understand frost heave and vegetation distribution in these systems. We use a Leica ScanStation 2 scanner and we processed the scan data with Cy-clone. Due to vegetation and small topographical irregularities we scan the area from four di�erent directions and inte-

grate these scans into one point cloud using targets at each corner of our 10X10 meter research area. The large point cloud is than analyzed with our own software designed to sort the point cloud into layers and boxes.

In order to measure smooth frost heave pattern we subtract datasets after aligning them in space. Vegetation cover den-sity was calculated using the vertical distribution of the point cloud. Relative cover density is calculated as the number of

points above the ground surface (2cm) dived by the total number in that subplot. The data suggests that frost heave is greatest in regions with least vegetation cover surrounded by high vegetation cover

and partially vegetated non-sorted circles show subdued frost heave. The overall heave in the non-sorted circles is be-tween 10 and 15 centimeter using the inter-circle area as reference point with no frost heave.

Evolution Water, Ice and TemperatureHeterogeneous Coupled Heat and Moisture transfer

Permafrost

Freezing front

Vegetated surface and snow covered

Bare surfaceHeat

Water

Ice lensesInsulation

Air temperature

Permafrost temperature

During freezing

Frost heave

Insulation estimation through vegetation characteristics

• The thermal differences are generated by snow, plant and soil properties

• N-factor (Kade, 2006) – Average condition of the insulation layer

• R-value– Specific condition related to depth and thermal

conductivity of the layer

LichenForbs Sedges

GrassesShrubs Mosses

Snow

Organic mater

Bare

Frost susceptible Mineral soil

Data analyzes• Developed a Fortran code to

sort the point cloud• Divide 10X10m grid in 2.5cm

squares (columns of points)• Lowest point is the soil

surface higher points are vegetation

2.5cm

2.5cm

Fall elevation

Spring elevation

Frost heave

Vegetation height

Vegetation canopy density

Aerial view and frost heave

Relative number of points above the surface

Yuri Shur

Earth hummockNon-sorted circle

Modi�ed from Chernov and Matveyeva 1997

Active layer depth

Carbon sequestration

Drainage

Adjacent Tundra Non-Sorted Circle

Groundwater supply

Runoff

Radiation

Precipitation

Reflection andRadiation

Evapotranspiration

Run on

Permafrost boundary

Sensible heat exchange

Active layer

Vegetation succession

Soil developmentCarbon sequestration

Ice accumulationDifferential heave

Local transfer

Concept

Semi bare

Colder tundra climate Warmer tundra climate

permafrost aggradation