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Snow & Ice
Maintain accurate data collection of Snow & Ice properties
via Ethernet or wireless functionality:
•	 ASD’s Windows®-compatible RS3™ Spectral Acquisition
Software has a user interface that is optimized for field
data collection with easy configuration of averaging, field-
of-view, storage and display of raw, reflectance, radiance
and irradiance spectra in ‘real-time’
•	 The flexibility, portability, and efficiency of the ASD systems
allow you to collect many properties, for example: snow
grain size stratigraphy, surface reflectance spectra and
broadband albedo, snow physical properties, spectral
radiance, snow directional reflectance (HDRF), light-
absorbing impurities
“Albedo, the ratio of incoming to reflected solar radiation,
plays an important role in climate by regulating the
amount of shortwave radiation reflected or absorbed and
subsequently reradiated as longwave radiation by a surface.”
(Burakowski et al., 2015)
Albedo changes are related to light scattering which is
caused by changes in particle (crystal size) packing density
and foreign materials such as algae or dust on the snow;
these things impact the melt rate and can be an indicator
of snow/water equivalent, which is important for reservoir
management.
The value of VNIR and Full-Range Spectroradiometers for
Snow & Ice:
•	 “Considering the high spatial and temporal variability
of albedo and the fact that most snow covered areas are
difficult places to reach to perform field measurements,
remote sensing is the most suitable tool to determine
spatial and temporal variability of snow albedo.” (Dumont
et al., 2010)
•	 “…scientists can distinguish between snow and ice based
on their spectral characteristics – the spectral slopes and
absorptions are clues to a material’s identity.” (Horodyskyj,
2015)
•	 “Since light absorption by ice varies substantially depending
on wavelength, the spectral distribution of solar radiation
after absorption and scattering by snow grains varies within
the visible and NIR spectra.” (Aoki et al., 2011)
•	 “…the range of measurements across the electromagnetic
spectrum requires ground measurements of grain size
for accurate data interpretation. To fully understand the
radiative and convective energy balance in snowy regions,
large datasets of ground-based grain size measurements
are needed. This is only possible with new techniques
allowing for much more rapid acquisition than previously
available.” (Berisford et al., 2013)
Figure 1. Reproduced with permission from Ulyana Horodyskyj. Spectral
data characteristics from snow squares of snow and ice; the reflectance
signature is characteristic of the morphology of snow and ice and
is indicative of other compositional factors such as the degree of
contamination by organic and inorganic deposition. (Horodyskyj, U.N.,
2013)
ASD pioneered the science of field spectroscopy over 25
years ago and continues to lead the industry with the
world’s most trusted field-portable spectroradiometers.
Global and near
ASD Inc.,
a PANalytical company
2555 55th Street, Suite 100
Boulder, CO 80301
United States of America
T	+1 (303) 444-6522
F	+1 (303) 444-6825
NIR.info@panalytical.com
www.asdi.com
PANalytical B.V.
Lelyweg 1, 7602 EA Almelo
P.O. Box 13, 7600 AA Almelo
The Netherlands
T	+31 (0) 546 534 444
F	+31 (0) 546 534 598
info@panalytical.com
www.panalytical.com
Although diligent care has been used to ensure that the information herein is accurate, nothing contained herein can be construed to imply any representation or warranty as to the accuracy, currency or completeness of
this information. The content hereof is subject to change without further notice. Please contact us for the latest version of this document or further information. © PANalytical B.V. 2015. 9498 708 03611 PN10526
The Solution:
ASD spectroradiometers have the added value of being portable and with optimal signal-to-noise design for faster
measurements, and wide spectral coverage of 350-2500 nm for determining a variety of compositional and important
climatological parameters. ASD offers different instrument configurations and many accessory options for a variety of set-up
and sampling approaches for the most convenient and productive measurement scenarios.
ASD instruments are a practical solution to analyze and discover Snow & Ice composition properties.
FieldSpec® 4 full-range
spectroradiometers designed specifically
around the challenges researchers
face when performing spectral
measurements in the field.
FieldSpec HandHeld 2 a
versatile and durable hand-held
spectroradiometer that utilizes the
FieldSpec 4 VNIR spectrometer for
accurate analysis in the 325 – 1075 nm
spectral range.
Contact Probe for field
measurements of solid
materials. Use for snow
stratigraphy and grain size
studies.
Ideal for Snow & Ice applications:
•	 Portable solution
•	 Simple, rapid and cost effective real-time
measurement (data and analysis in the
field)
•	 Use to ground truth hyperspectral
imaging data
References
Aoki, T., Kuchiki, K., Niwano, M., Kodama, Y., Hosaka, M., and Tanaka, T.
(2011), Physically based snow albedo model for calculating broadband
albedos and the solar heating profile in snowpack for general
circulation models, Journal of Geophysical Research(116). D11114,
doi:10.1029/2010JD015507
Berisford, D., Molotch, N., Durand, M., Painter, T. (2013), Portable spectral
profiler probe for rapid snow grain size stratigraphy, Cold Regions Science
and Technology(85), 183–190. doi:10.1016/j.coldregions.2012.09.007
Burakowski, E.A., Ollinger, S.V., Lepine, L., Schaaf, C.B., Wang, Z.,
Dibb, J.E., Hollinger, D.Y., Kim, J.H., Erb, A., Martin, M. (2015), Spatial
scaling of reflectance and surface albedo over a mixed-use, temperate
forest landscape during snow-covered periods, Remote Sensing of the
Environment(158), 465-477. doi:10.1016/j.rse.2014.11.023
Dumont, M., Brissaud, O., Picard, G., Schmitt, B., Gallet, J.-C., and Arnaud,
Y. (2010), High-accuracy measurements of snow Bidirectional Reflectance
Distribution Function at visible and NIR wavelengths – comparison with
modelling results, Atmospheric Chemistry and Physics(10), 2507-2520.
doi:10.5194/acp-10-2507-2010
Horodyskyj, U. N. (2013, January 25). Quantifying Spectral Diversity within
a MODIS footprint – Ngozumpa and Rongbuk Glaciers, Himalaya. Retrieved
from http://www.asdi.com/resource-center/documents/goetz-instrument-
program-reports/quantifying-spectral-diversity-within-a-modis.
Horodyskyj, U. N. (2015, October 27). The Girls on Ice Program learns about
spectroscopy: Gulkana Glacier, Alaska. Retrieved from http://discover.asdi.
com/the-girls-on-ice-program-learns-about-spectroscopy.

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Snow & Ice

  • 1. Snow & Ice Maintain accurate data collection of Snow & Ice properties via Ethernet or wireless functionality: • ASD’s Windows®-compatible RS3™ Spectral Acquisition Software has a user interface that is optimized for field data collection with easy configuration of averaging, field- of-view, storage and display of raw, reflectance, radiance and irradiance spectra in ‘real-time’ • The flexibility, portability, and efficiency of the ASD systems allow you to collect many properties, for example: snow grain size stratigraphy, surface reflectance spectra and broadband albedo, snow physical properties, spectral radiance, snow directional reflectance (HDRF), light- absorbing impurities “Albedo, the ratio of incoming to reflected solar radiation, plays an important role in climate by regulating the amount of shortwave radiation reflected or absorbed and subsequently reradiated as longwave radiation by a surface.” (Burakowski et al., 2015) Albedo changes are related to light scattering which is caused by changes in particle (crystal size) packing density and foreign materials such as algae or dust on the snow; these things impact the melt rate and can be an indicator of snow/water equivalent, which is important for reservoir management. The value of VNIR and Full-Range Spectroradiometers for Snow & Ice: • “Considering the high spatial and temporal variability of albedo and the fact that most snow covered areas are difficult places to reach to perform field measurements, remote sensing is the most suitable tool to determine spatial and temporal variability of snow albedo.” (Dumont et al., 2010) • “…scientists can distinguish between snow and ice based on their spectral characteristics – the spectral slopes and absorptions are clues to a material’s identity.” (Horodyskyj, 2015) • “Since light absorption by ice varies substantially depending on wavelength, the spectral distribution of solar radiation after absorption and scattering by snow grains varies within the visible and NIR spectra.” (Aoki et al., 2011) • “…the range of measurements across the electromagnetic spectrum requires ground measurements of grain size for accurate data interpretation. To fully understand the radiative and convective energy balance in snowy regions, large datasets of ground-based grain size measurements are needed. This is only possible with new techniques allowing for much more rapid acquisition than previously available.” (Berisford et al., 2013) Figure 1. Reproduced with permission from Ulyana Horodyskyj. Spectral data characteristics from snow squares of snow and ice; the reflectance signature is characteristic of the morphology of snow and ice and is indicative of other compositional factors such as the degree of contamination by organic and inorganic deposition. (Horodyskyj, U.N., 2013) ASD pioneered the science of field spectroscopy over 25 years ago and continues to lead the industry with the world’s most trusted field-portable spectroradiometers.
  • 2. Global and near ASD Inc., a PANalytical company 2555 55th Street, Suite 100 Boulder, CO 80301 United States of America T +1 (303) 444-6522 F +1 (303) 444-6825 NIR.info@panalytical.com www.asdi.com PANalytical B.V. Lelyweg 1, 7602 EA Almelo P.O. Box 13, 7600 AA Almelo The Netherlands T +31 (0) 546 534 444 F +31 (0) 546 534 598 info@panalytical.com www.panalytical.com Although diligent care has been used to ensure that the information herein is accurate, nothing contained herein can be construed to imply any representation or warranty as to the accuracy, currency or completeness of this information. The content hereof is subject to change without further notice. Please contact us for the latest version of this document or further information. © PANalytical B.V. 2015. 9498 708 03611 PN10526 The Solution: ASD spectroradiometers have the added value of being portable and with optimal signal-to-noise design for faster measurements, and wide spectral coverage of 350-2500 nm for determining a variety of compositional and important climatological parameters. ASD offers different instrument configurations and many accessory options for a variety of set-up and sampling approaches for the most convenient and productive measurement scenarios. ASD instruments are a practical solution to analyze and discover Snow & Ice composition properties. FieldSpec® 4 full-range spectroradiometers designed specifically around the challenges researchers face when performing spectral measurements in the field. FieldSpec HandHeld 2 a versatile and durable hand-held spectroradiometer that utilizes the FieldSpec 4 VNIR spectrometer for accurate analysis in the 325 – 1075 nm spectral range. Contact Probe for field measurements of solid materials. Use for snow stratigraphy and grain size studies. Ideal for Snow & Ice applications: • Portable solution • Simple, rapid and cost effective real-time measurement (data and analysis in the field) • Use to ground truth hyperspectral imaging data References Aoki, T., Kuchiki, K., Niwano, M., Kodama, Y., Hosaka, M., and Tanaka, T. (2011), Physically based snow albedo model for calculating broadband albedos and the solar heating profile in snowpack for general circulation models, Journal of Geophysical Research(116). D11114, doi:10.1029/2010JD015507 Berisford, D., Molotch, N., Durand, M., Painter, T. (2013), Portable spectral profiler probe for rapid snow grain size stratigraphy, Cold Regions Science and Technology(85), 183–190. doi:10.1016/j.coldregions.2012.09.007 Burakowski, E.A., Ollinger, S.V., Lepine, L., Schaaf, C.B., Wang, Z., Dibb, J.E., Hollinger, D.Y., Kim, J.H., Erb, A., Martin, M. (2015), Spatial scaling of reflectance and surface albedo over a mixed-use, temperate forest landscape during snow-covered periods, Remote Sensing of the Environment(158), 465-477. doi:10.1016/j.rse.2014.11.023 Dumont, M., Brissaud, O., Picard, G., Schmitt, B., Gallet, J.-C., and Arnaud, Y. (2010), High-accuracy measurements of snow Bidirectional Reflectance Distribution Function at visible and NIR wavelengths – comparison with modelling results, Atmospheric Chemistry and Physics(10), 2507-2520. doi:10.5194/acp-10-2507-2010 Horodyskyj, U. N. (2013, January 25). Quantifying Spectral Diversity within a MODIS footprint – Ngozumpa and Rongbuk Glaciers, Himalaya. Retrieved from http://www.asdi.com/resource-center/documents/goetz-instrument- program-reports/quantifying-spectral-diversity-within-a-modis. Horodyskyj, U. N. (2015, October 27). The Girls on Ice Program learns about spectroscopy: Gulkana Glacier, Alaska. Retrieved from http://discover.asdi. com/the-girls-on-ice-program-learns-about-spectroscopy.