Model for microwave emission of a snow-covered ground with focus on L band

Abstract Passive L-band (1–2 GHz) observables are sensitive to surface soil moisture and ocean salinity, which is the core of the “soil moisture and ocean salinity” (SMOS) mission of the European Space Agency (ESA). This work investigates microwave emission processes that are important to link L-band brightness temperatures with soil freeze/thaw states and the presence and the state of snow. To this end, a ground snow radiative transfer (GS RT) model has been developed on the basis of the “Microwave Emission Model of Layered Snowpacks” (MEMLS). Our model sensitivity study revealed that L-band emission of a freezing ground can be affected significantly by dry snow, which has been mostly disregarded in previous studies. Simulations suggest that even dry snow with mostly negligible absorption at the L-band can impact L-band emission of winter landscapes significantly. We found that impedance matching and refraction caused by a dry snowpack can increase or decrease L-band emission depending on the polarization and the observation angle. Based on the performed sensitivity study, these RT processes can be compensatory at vertical polarization and the observation angle of 50°. This suggests the use of vertical polarized brightness temperatures measured at around 50° in order to achieve segregated information on soil-frost. Furthermore, our simulations demonstrate a significant sensitivity of L-band emission at horizontal polarization with respect to the density of the lowest snow layer as the result of refraction and impedance matching by the snowpack.

[1]  Andreas Wiesmann,et al.  Extension of the Microwave Emission Model of Layered Snowpacks to Coarse-Grained Snow , 1999 .

[2]  Christian Mätzler,et al.  Notes on microwave radiation from snow samples and emission of layered snowpacks , 2007 .

[3]  Sergey A. Komarov,et al.  Generalized refractive mixing dielectric model for moist soils , 2002, IEEE International Geoscience and Remote Sensing Symposium.

[4]  Volker Liebig,et al.  The changing earth : New scientific challenges for esa's living planet programme , 2006 .

[5]  Mike Schwank,et al.  Microwave L-band emission of freezing soil , 2004, IEEE Transactions on Geoscience and Remote Sensing.

[6]  Igor V. Savin,et al.  Retrieving Temperature Gradient in Frozen Active Layer of Arctic Tundra Soils From Radiothermal Observations in $L$-Band—Theoretical Modeling , 2013, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

[7]  D. Gustafsson,et al.  Modelling the effect of low soil temperatures on transpiration by Scots pine , 2006 .

[8]  Lars-Christer Lundin,et al.  Soil moisture redistribution and infiltration in frozen sandy soils , 1999 .

[9]  Ari Sihvola,et al.  Snow Fork for Field Determination of the Density and Wetness Profiles of a Snow Pack , 1986, IEEE Transactions on Geoscience and Remote Sensing.

[10]  Christian Mätzler,et al.  Thermal Microwave Radiation: Applications for Remote Sensing , 2006 .

[11]  Y. Kerr,et al.  L-band Microwave Emission of the Biosphere (L-MEB) Model: Description and calibration against experimental data sets over crop fields , 2007 .

[12]  O. Anisimov,et al.  Potential feedback of thawing permafrost to the global climate system through methane emission , 2007 .

[13]  Urs Wegmüller,et al.  ELBARA II, an L-Band Radiometer System for Soil Moisture Research , 2009, Sensors.

[14]  Jaakko Seppänen,et al.  L-Band Radiometer Observations of Soil Processes in Boreal and Subarctic Environments , 2012, IEEE Transactions on Geoscience and Remote Sensing.

[15]  Lingmei Jiang,et al.  Microwave emission of soil freezing and thawing observed by a truck-mounted microwave radiometer , 2012 .

[16]  D. Or,et al.  Temperature effects on soil bulk dielectric permittivity measured by time domain reflectometry: A physical model , 1999 .

[17]  Per-Erik Jansson,et al.  A coupled model of water, heat and mass transfer using object orientation to improve flexibility and functionality , 2001, Environ. Model. Softw..

[18]  C. G. Gardner,et al.  High dielectric constant microwave probes for sensing soil moisture , 1974 .

[19]  Frank Techel,et al.  Point observations of liquid water content in wet snow - investigating methodical, spatial and temporal aspects , 2010 .

[20]  Yann Kerr,et al.  ESA's Soil Moisture and Ocean Salinity Mission: Mission Performance and Operations , 2012, IEEE Transactions on Geoscience and Remote Sensing.

[21]  Arnaud Mialon,et al.  Comparison of Two Bare-Soil Reflectivity Models and Validation With L-Band Radiometer Measurements , 2010, IEEE Transactions on Geoscience and Remote Sensing.

[22]  Lixin Zhang,et al.  Comparison of microwave emission model for frozen soil and field observation , 2011, 2011 IEEE International Geoscience and Remote Sensing Symposium.

[23]  Roger D. De Roo,et al.  Temperature-Dependable Microwave Dielectric Model for an Arctic Soil , 2010, IEEE Transactions on Geoscience and Remote Sensing.

[24]  A. Wiesmann,et al.  Microwave Emission Model of Layered Snowpacks , 1999 .

[25]  Jiancheng Shi,et al.  The Soil Moisture Active Passive (SMAP) Mission , 2010, Proceedings of the IEEE.

[26]  Fawwaz T. Ulaby,et al.  DIELECTRIC MEASUREMENTS OF SOILS IN THE 3- TO 37-GHz BAND BETWEEN minus 50 degree C AND 23 degree C. , 1984 .

[27]  Tuomas Laurila,et al.  Spring initiation and autumn cessation of boreal coniferous forest CO2 exchange assessed by meteorological and biological variables , 2009 .

[28]  R. Colwell Remote sensing of the environment , 1980, Nature.

[29]  F. Ulaby,et al.  Dielectric measurements of soils in the 3- to 37-GHz band between - 50oC and 23oC. , 1984 .

[30]  V. L. Mironov,et al.  A physical model of dielectric spectra of thawed and frozen bentonitic clay within the frequency range from 1 to 15 GHZ , 2011 .

[31]  P. Ciais,et al.  Net carbon dioxide losses of northern ecosystems in response to autumn warming , 2008, Nature.

[32]  F. Ulaby,et al.  Microwave Dielectric Behavior of Wet Soil-Part 1: Empirical Models and Experimental Observations , 1985, IEEE Transactions on Geoscience and Remote Sensing.

[33]  Ari Sihvola,et al.  Electromagnetic mixing formulas and applications , 1999 .

[34]  Yann Kerr,et al.  The SMOS Mission: New Tool for Monitoring Key Elements ofthe Global Water Cycle , 2010, Proceedings of the IEEE.

[35]  J. Oerlemans,et al.  Application of a minimal glacier model to Hansbreen, Svalbard , 2011 .

[36]  Y. Kerr,et al.  Soil moisture estimation under sparse vegetation using microwave radiometry at C-band , 1997, IGARSS'97. 1997 IEEE International Geoscience and Remote Sensing Symposium Proceedings. Remote Sensing - A Scientific Vision for Sustainable Development.

[37]  Yann Kerr,et al.  SMOS: The Challenging Sea Surface Salinity Measurement From Space , 2010, Proceedings of the IEEE.