Title:
Evaluation of C-Band Freeze-Thaw Retrievals: A Field-Scale Case Study in New Hampshire, USA
Poster
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Abstract
Soil freeze/thaw (FT) has important implications for Earth’s energy, carbon, methane, nitrogen, and
water cycles. FT dynamics over agricultural lands are of particular interest, given that this process
greatly impacts nutrient and water storage conditions in spring. Those areas are particularly sensitive to
nutrient and water availability. Our understanding of freeze/thaw processes at field-scales are
complicated by spatial heterogeneity, stemming from differences in soil properties, land cover types,
vegetation density, and topographic variations. This study employs microwave radar data from
Sentinel-1 satellites over an intensively studied cold-season testbed area (Thompson Farm, Durham,
NH) to examine C-band radar capabilities in accurately detecting soil FT states over a heterogeneous,
low biomass area, similar to agricultural field conditions, that is also prone to multiple mid-winter
thawing and re-freezing events.
Three distinct approaches were tested at VV and VH polarizations, evaluated against on-site weather
station data and other ancillary data (e.g., subpixel topography, land cover, insolation/shading): (1) a
general threshold approach, (2) the seasonal threshold approach, and (3) an interferometric coherence
approach. Results showed that approach (1) and (2) were comparable, yielding near 80% accuracy with
slightly improved (but less robust) results for VH polarization whereas approach (3) performed poorly/
was difficult to interpret.
Authors
First Name |
Last Name |
Jennifer M.
|
Jacobs
|
Simon
|
Karaatz
|
Mahsa
|
Moradi
|
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Submission Details
Conference GRC
Event Graduate Research Conference
Department Civil and Environmental Engineering (GRC)
Group Poster Presentation
Added March 30, 2024, 11:13 a.m.
Updated April 3, 2024, 1:26 p.m.
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