The Soil Moisture Active Passive Experiments (SMAPEx): Toward Soil Moisture Retrieval From the SMAP Mission

NASA's Soil Moisture Active Passive (SMAP) mission will carry the first combined spaceborne L-band radiometer and Synthetic Aperture Radar (SAR) system with the objective of mapping near-surface soil moisture and freeze/thaw state globally every 2-3 days. SMAP will provide three soil moisture products: i) high-resolution from radar (~3 km), ii) low-resolution from radiometer (~36 km), and iii) intermediate-resolution from the fusion of radar and radiometer (~9 km). The Soil Moisture Active Passive Experiments (SMAPEx) are a series of three airborne field experiments designed to provide prototype SMAP data for the development and validation of soil moisture retrieval algorithms applicable to the SMAP mission. This paper describes the SMAPEx sampling strategy and presents an overview of the data collected during the three experiments: SMAPEx-1 (July 5-10, 2010), SMAPEx-2 (December 4-8, 2010) and SMAPEx-3 (September 5-23, 2011). The SMAPEx experiments were conducted in a semi-arid agricultural and grazing area located in southeastern Australia, timed so as to acquire data over a seasonal cycle at various stages of the crop growth. Airborne L-band brightness temperature (~1 km) and radar backscatter (~10 m) observations were collected over an area the size of a single SMAP footprint (38 km × 36 km at 35° latitude) with a 2-3 days revisit time, providing SMAP-like data for testing of radiometer-only, radar-only and combined radiometer-radar soil moisture retrieval and downscaling algorithms. Airborne observations were supported by continuous monitoring of near-surface (0-5 cm) soil moisture along with intensive ground monitoring of soil moisture, soil temperature, vegetation biomass and structure, and surface roughness.

[1]  Roger A. Pielke,et al.  A Modeling Study of the Dryline , 1995 .

[2]  T. Schmugge,et al.  Passive microwave sensing of soil moisture under vegetation canopies , 1982 .

[3]  Kalifa Goita,et al.  Canadian Experiment for Soil Moisture in 2010 (CanEx-SM10): Overview and Preliminary Results , 2013, IEEE Transactions on Geoscience and Remote Sensing.

[4]  Adrian K. Fung,et al.  Backscattering from a randomly rough dielectric surface , 1992, IEEE Trans. Geosci. Remote. Sens..

[5]  Richard K. Moore,et al.  Microwave Remote Sensing, Active and Passive , 1982 .

[6]  A. B. Smith,et al.  The Murrumbidgee soil moisture monitoring network data set , 2012 .

[7]  Venkat Lakshmi,et al.  A Simple Method for Spatial Disaggregation of Radiometer Derived Soil Moisture using Higher Resolution Radar Observations , 2005 .

[8]  Edward J. Kim,et al.  The NAFE'05/CoSMOS Data Set: Toward SMOS Soil Moisture Retrieval, Downscaling, and Assimilation , 2008, IEEE Transactions on Geoscience and Remote Sensing.

[9]  Yuji Okada,et al.  Hardware performance of L-band SAR system onboard ALOS-2 , 2011, 2011 IEEE International Geoscience and Remote Sensing Symposium.

[10]  Malcolm Davidson,et al.  Dense Temporal Series of C- and L-band SAR Data for Soil Moisture Retrieval Over Agricultural Crops , 2011, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

[11]  Yann Kerr,et al.  Soil moisture retrieval from space: the Soil Moisture and Ocean Salinity (SMOS) mission , 2001, IEEE Trans. Geosci. Remote. Sens..

[12]  V. Lakshmi,et al.  Characterizing subpixel variability of low resolution radiometer derived soil moisture using high resolution radar data , 2008 .

[13]  Pascale C. Dubois,et al.  Measuring soil moisture with imaging radars , 1995, IEEE Trans. Geosci. Remote. Sens..

[14]  Yisok Oh,et al.  Quantitative retrieval of soil moisture content and surface roughness from multipolarized radar observations of bare soil surfaces , 2004, IEEE Transactions on Geoscience and Remote Sensing.

[15]  Eni G. Njoku,et al.  Soil Moisture Retrieval Using Data Cube Representation of Radar Scattering , 2010 .

[16]  Roger H. Lang,et al.  Electromagnetic Backscattering from a Layer of Vegetation: A Discrete Approach , 1983, IEEE Transactions on Geoscience and Remote Sensing.

[17]  Venkat Lakshmi,et al.  A simple method for spatial disaggregation of radiometer derived soil moisture using higher resolution radar observations , 2004, Proceedings. 2005 IEEE International Geoscience and Remote Sensing Symposium, 2005. IGARSS '05..

[18]  Rajat Bindlish,et al.  Parameterization of vegetation backscatter in radar-based, soil moisture estimation , 2001 .

[19]  Kun-Shan Chen,et al.  A reappraisal of the validity of the IEM model for backscattering from rough surfaces , 2004, IEEE Trans. Geosci. Remote. Sens..

[20]  Masanobu Shimada,et al.  PALSAR Radiometric and Geometric Calibration , 2007, IEEE Transactions on Geoscience and Remote Sensing.

[21]  Roger D. De Roo,et al.  A semi-empirical backscattering model at L-band and C-band for a soybean canopy with soil moisture inversion , 2001, IEEE Trans. Geosci. Remote. Sens..

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

[23]  Pedro Viterbo,et al.  The land surface‐atmosphere interaction: A review based on observational and global modeling perspectives , 1996 .

[24]  Li Li,et al.  Retrieval of land surface parameters using passive microwave measurements at 6-18 GHz , 1999, IEEE Trans. Geosci. Remote. Sens..

[25]  Tzong-Dar Wu,et al.  A reappraisal of the validity of the IEM model for backscattering from rough surfaces , 2004, IEEE Transactions on Geoscience and Remote Sensing.

[26]  Yann Kerr,et al.  The AACES field experiments: SMOS calibration and validation across the Murrumbidgee River catchment , 2012 .

[27]  Thomas J. Jackson,et al.  Passive and Active L-Band System and Observations during the 2007 CLASIC Campaign , 2008, IGARSS 2008 - 2008 IEEE International Geoscience and Remote Sensing Symposium.

[28]  Thomas J. Jackson,et al.  Observations of soil moisture using a passive and active low-frequency microwave airborne sensor during SGP99 , 2002, IEEE Trans. Geosci. Remote. Sens..

[29]  T. Jackson,et al.  Long term analysis of PALS soil moisture campaign measurements for global soil moisture algorithm development , 2012 .

[30]  Fun Shao,et al.  Civil and environmental engineering , 2014 .

[31]  Adriano Camps,et al.  Spatial-Resolution Enhancement of SMOS Data: A Deconvolution-Based Approach , 2009, IEEE Transactions on Geoscience and Remote Sensing.

[32]  Charles A. Laymon,et al.  Polarimetric scanning radiometer C- and X-band microwave observations during SMEX03 , 2005, IEEE Transactions on Geoscience and Remote Sensing.

[33]  Thomas J. Jackson,et al.  Soil moisture mapping at regional scales using microwave radiometry: the Southern Great Plains Hydrology Experiment , 1999, IEEE Trans. Geosci. Remote. Sens..

[34]  Y. Kerr,et al.  Operational readiness of microwave remote sensing of soil moisture for hydrologic applications , 2007 .

[35]  Thomas J. Jackson,et al.  Combined Passive and Active Microwave Observations of Soil Moisture During CLASIC , 2009, IEEE Geoscience and Remote Sensing Letters.

[36]  Fabio Castelli,et al.  Mutual interaction of soil moisture state and atmospheric processes , 1996 .

[37]  B. Choudhury,et al.  Remote sensing of soil moisture content over bare field at 1.4 GHz frequency , 1981 .

[38]  W. Wagner,et al.  A Method for Estimating Soil Moisture from ERS Scatterometer and Soil Data , 1999 .

[39]  Edward J. Kim,et al.  Soil moisture measurement in heterogeneous terrain , 2007 .

[40]  Charles A. Laymon,et al.  Polarimetric scanning radiometer C and X band microwave observations during SMEX03 , 2004, IGARSS 2004. 2004 IEEE International Geoscience and Remote Sensing Symposium.

[41]  Edward J. Kim,et al.  The NAFE'06 data set: towards soil moisture retrieval at intermediate resolution , 2008 .

[42]  Imen Gherboudj,et al.  Soil moisture retrieval over agricultural fields from multi-polarized and multi-angular RADARSAT-2 SAR data , 2011 .

[43]  T. Jackson,et al.  Use of active and passive microwave remote sensing for soil moisture estimation through corn , 1996 .

[44]  R. Koster,et al.  Observational evidence that soil moisture variations affect precipitation , 2003 .

[45]  Jakob J. van Zyl,et al.  A Time-Series Approach to Estimate Soil Moisture Using Polarimetric Radar Data , 2009, IEEE Transactions on Geoscience and Remote Sensing.

[46]  Rocco Panciera,et al.  PLIS : An airborne polarimetric L-band interferometric synthetic aperture radar , 2011, 2011 3rd International Asia-Pacific Conference on Synthetic Aperture Radar (APSAR).

[47]  Moti Segal,et al.  Sensitivity of forecast rainfall in a Texas convective system to soil moisture and convective parameterization , 2000 .

[48]  F. Ulaby,et al.  Vegetation modeled as a water cloud , 1978 .

[49]  Wade T. Crow,et al.  A method for retrieving high-resolution surface soil moisture from hydros L-band radiometer and Radar observations , 2006, IEEE Transactions on Geoscience and Remote Sensing.