VLDB 2026 Research / reviewers in the wild / expert
Sharmila Padmanabhan
dblp:19/8958
· DBLP profile ↗
28ranked-venue papers
12as first author
5since 2021 · last 2026
0000-0002-4579-7426ORCID · corroborated
Domains — the database's venue-derived domains; a paper can count in several
Applied, interdisciplinary, general and emerging computing · 28 · 12 first-author · 5 since 2021
| Year | Publication | Venue | Position |
|---|---|---|---|
| 2026 | The Polar Radiant Energy in the Far-Infrared Experiment (PREFIRE), Broadband Thermal Spectrometry for Small Satellite PlatformsabstractFor more than a decade, the remote sensing community has called for longwave spectral measurements of the Earth system to facilitate closing the radiation budget. In an effort to address this large gap in Earth-observing capability, NASA has supported the development and implementation of the Polar Radiant Energy in the Far-Infrared (FIR) Experiment (PREFIRE), which realizes two miniaturized thermal IR spectrometers (TIRSs), one on each of two polar orbiting small satellites with different ascending node crossing times. The spectral radiances measured by the TIRS instruments are utilized to extract cloud presence, atmospheric state, surface properties, and the associated top-of-atmosphere (TOA) spectral fluxes at both poles. This article describes the major system and algorithm components and introduces the geophysical products. PREFIRE data will be used to inform and improve ice-sheet and coupled-Earth system models to better predict the future state of the Earth’s poles. Brian J. Drouin, Marc C. Foote, Chad A. Greene, Brian H. Kahn, Sharmila Padmanabhan, Mary White, Xianglei Huang, Xiuhong Chen, Aronne Merrelli, Hazem Mahmoud, Kyle Mattingly, Timothy Michaels, Nathaniel B. Miller, Hamish Prince, Erin Wagner Hokanson, Natasha Vos, Tristan L'Ecuyer |
Proc. IEEE | 5 |
| 2025 | Spectral Calibration of the Microwave Electrojet Magnetogram Radiometer Instrument on the Electrojet Zeeman Imaging Explorer MissionabstractThe EZIE mission is a first of its kind to measure the temporal and spatial characteristics of Earth’s ionospheric auroral electrojet currents remotely using a mm-wave radiometer called the Microwave Electrojet Magnetogram (MEM). EZIE measures the 118 GHz oxygen emission line that splits in frequency in the presence of a magnetic field. This effect is known as the Zeeman effect. From these measurements of the 50 km spatial resolution magnetic fields at 80 km altitude the ionospheric currents that caused them can be calculated. The EZIE mission consists of three MEM payloads on three spacecrafts, each MEM contains four polarimetric radiometer receivers with a polyphase filter bank spectrometer. MEM can indirectly measure magnetic field strength and direction. In this paper we present the unique calibration design of the MEM payload that does not include any internal or external calibration sources. We discuss the MEM payload and present results from pre-launch testing and calibration of the MEM system. Sidharth Misra, Sharmila Padmanabhan, Pekka Kangaslahti, Rick Cofield, Oliver Montes, Isaac Ramos-Pérez, Aram Dergevorkian, Ryan Scott White, Joelle Cooperrider, Heather Lim, Hamid Javadi, Xavier Bosch-Lluis, Mandy Wang, Omkar Pradhan, Albin J. Gasiewski, Jeng-Hwa Yee |
IEEE Trans. Geosci. Remote. Sens. | 2 |
| 2022 | Microwave Electrojet Magnetogram (MEM) Instrument for the Electrojet Zeeman Imaging Explorer (EZIE) MissionabstractThe Electrojet Zeeman Imaging Explorer (EZIE) is an innovative multi-satellite mission that images the magnetic fingerprint of intense electrical currents flowing in the upper layers of Earth's atmosphere. EZIE's multi-point measurements of these electrojets will provide closure to decades-old, and much debated, mysteries of the interaction between the Earth and the surrounding space. Each of EZIE's three satellites carries a microwave electrojet magnetogram (MEM) instrument which consists of four identical 118-GHz heterodyne spectropolarimeters. They are designed and optimized to cost-effectively meet EZIE's measurement requirements. EZIE's MEM instruments use the Zeeman effect to infer magnetic fields at ~80 km altitude. The technique has been used extensively to derive the Sun's magnetic field. EZIE now applies this technique to the Earth system. Sharmila Padmanabhan, Sidharth Misra, Pekka Kangaslahti, Oliver Montes, Javier Bosch-Luis, Richard E. Cofield, Isaac Ramos, Sam Yee |
IGARSS | 1 |
| 2021 | Calibration and Validation of the TEMPEST-D CubeSat RadiometerabstractTemporal Experiment for Storms and Tropical Systems-Demonstration (TEMPEST-D) is a 6U CubeSat satellite with a cross-track scanning millimeter-wave radiometer measuring at five frequencies from 87 to 181 GHz. It employs a direct-detection architecture with InP HEMT monolithic microwave integrated circuit (MMIC) low-noise amplifiers and related new technologies. An end-to-end two-point external calibration is performed every 2-s rotation of the scanning mirror, based on observations of the cosmic microwave background and an internal blackbody calibration target, with three thermistors to monitor the target physical temperature. Corrections for antenna pattern effects and cross-scan biases based on prelaunch measured values were updated using data from an on-orbit calibration pitch maneuver. Validation of the observed brightness temperatures ( TB) is performed by comparing to coincident nonprecipitating ocean observations from five well-calibrated on-orbit instruments, including Global Precipitation Measurement (GPM) mission Microwave Imager (GMI) and four Microwave Humidity Sounder (MHS) sensors on board NOAA-19, MetOp-A, MetOp-B, and MetOp-C satellites. Absolute calibration accuracy is within 1 K for all channels, well within the 4-K requirement. Calibration precision, or stability over time, is within 0.6 K for all channels, also well within the 2-K requirement. The intrinsic noise of TEMPEST-D is lower than MHS, resulting in similar on-orbit noise equivalent differential temperatures (NEDTs), even though TEMPEST-D has a much shorter integration time of 5 ms as compared to 18 ms for MHS. As a result, although the TEMPEST-D radiometer is substantially smaller, lower power, and lower cost than similar current operational radiometers, it has comparable or better performance in terms of instrument noise, calibration accuracy, and calibration stability or precision. Wesley K. Berg, Shannon T. Brown, Boon H. Lim, Steven C. Reising, Yuriy V. Goncharenko, Christian Kummerow, Todd Gaier, Sharmila Padmanabhan |
IEEE Trans. Geosci. Remote. Sens. | 8 |
| 2021 | TEMPEST-D Radiometer: Instrument Description and Prelaunch CalibrationabstractThe Temporal Experiment for Storms and Tropical Systems Technology Demonstration (TEMPEST-D) instrument is a five-frequency millimeter-wave radiometer operating from 87 to 181 GHz. The cross-track scanning radiometer has been operating on a 6U CubeSat in low Earth orbit since September 5, 2018. The direct-detection architecture of the radiometer reduces its mass and power consumption by eliminating the need for a local oscillator and mixer, also reducing system complexity. The instrument includes a scanning reflector and ambient calibration target. The reflector rotates continuously to scan the antenna beams in the cross-track direction, first across the blackbody calibration target, then toward the Earth over the full range of incidence angles, and finally to cosmic microwave background radiation at 2.73 K. This enables precision end-to-end calibration of the millimeter-wave receivers during every 2-s scan period. The TEMPEST-D millimeter-wave radiometers are based on 35-nm indium phosphide (InP) high-electron-mobility transistor (HEMT) low-noise amplifiers. This article describes the instrument and its characterization prior to launch. Sharmila Padmanabhan, Todd Gaier, Alan B. Tanner, Shannon T. Brown, Boon H. Lim, Steven C. Reising, Robert Stachnik, Rudi Bendig, Richard E. Cofield |
IEEE Trans. Geosci. Remote. Sens. | 1 |
| 2019 | Demonstrating the Viability of the Tempest-D Cubesat Radiometer for Science ApplicationsabstractTEMPEST-D is a 6U CubeSat with a payload of a 5-channel millimeter wave cross-track scanning radiometer. It is a technology demonstration mission with requirements of 2 K precision and 4 K absolute calibration. Since its deployment from the International Space Station in July of 2018, the TEMPEST-D team has focused efforts on validating the calibration of the instrument by comparing with similar well-calibrated operational sensors. Such comparisons have shown the instrument to be very well calibrated and stable, with very low noise, well within the requirements. Efforts have subsequently focused on demonstrating that the data can be used for various science applications, including water vapor and cloud water/ice retrievals and data assimilation. Wesley K. Berg, Sharmila Padmanabhan, Todd Gaier, Christian Kummerow, Steven C. Reising, V. Chandrasekar 0001, Rick Schulte, Yuriy V. Goncharenko, Braxton Kilmer, Shannon T. Brown, Boon H. Lim |
IGARSS | 2 |
| 2019 | The Polar Radient Energy in the Far Infrared Experiment (Prefire)abstractIn February 2018, NASA selected PREFIRE (The Polar Radiant Energy in the Far Infrared Experiment) to perform first-of-a-kind infrared and far-infrared measurements of Earth’s atmosphere from space. This compelling new science mission will attempt to answer the question "Why is the Arctic warming faster than the rest of the planet?" by filling an important gap in our knowledge of energy flows in Polar Regions. PREFIRE will fly a pair of small CubeSat satellites to probe a little-studied portion of the radiant energy emitted by Earth for clues about Arctic warming, sea ice loss and ice-sheet melting. Two miniaturized Thermal Infrared Spectrometers (TIRS) on two CubeSat satellites, are based on technology previously flown on the Mars Climate Sounder, an instrument on NASA's Mars Reconnaissance Orbiter. The CubeSats will orbit Earth's poles to measure far-infrared emissions and how they change throughout the day and over seasons. By building, characterizing, and operating, TIRS payloads in two different polar orbits, the PREFIRE mission has potential impact on NASA in these focus areas through (1) Quantification of the influence of variable surface conditions on Arctic and Antarctic thermal emission, (2) Estimation of the impact of atmospheric constituents on the polar greenhouse effect, and, (3) Determination of the impacts of variations in far-infrared emissivity and greenhouse effect on ice sheet melt and sea level rise. The observations will allow scientists to assess how changes in thermal infrared emissions at the top of Earth's atmosphere are related to changes in cloud cover and surface conditions below. Incorporation of PREFIRE measurements into current ice sheet process models and global climate models is expected to improve confidence in predictions of global climate changes that impact environmental and national security. Sharmila Padmanabhan, Omar De Santos, Rudi Bendig, Brian J. Drouin, Tristan L'Ecuyer, Mary White, Boon H. Lim, Matt Kenyon, Giacomo Mariani, James McGuire, Nasrat Raouf |
IGARSS | 1 |
| 2018 | Design, Testing and Reliability Analysis of Command and Data Handling (C&DH) Subsystem for the Tropospheric Water and Cloud Ice (Twice) Instrument for a 6U-Class Small SatelliteabstractThe Tropospheric Water and Cloud ICE (TWICE) millimeter and sub-millimeter radiometer instrument is being developed to enable global observations of upper tropospheric/lower-stratospheric water vapor and ice particle size distribution in clouds. Global observations using the TWICE instrument are critically needed to reduce uncertainties in weather and climate models. A low-noise, power-efficient command and data handling (C&DH) subsystem has been designed and tested to control TWICE data acquisition and other subsystems. Considering the limited power resources available on such platforms, a highly-efficient power regulation board has been designed to minimize power losses and reduce system noise. Furthermore, heavy-ion radiation testing has been performed for some critical commercial-off-the-shelf components to analyze radiation tolerance in low-Earth orbit. The C&DH prototype board meets the functional, noise and size, weight and power (SWaP) requirements for deployment on a 6U -Class satellite. Mehmet Ogut, Steven C. Reising, Yuriy V. Goncharenko, Braxton Kilmer, Xavier Bosch-Lluis, Pekka Kangaslahti, Erich Schlecht, Richard E. Cofield, Anders Skalare, Sharmila Padmanabhan, Jonathan Qiang Jiang, Shannon T. Brown, William R. Deal, Alex Zamora |
IGARSS | 10 |
| 2018 | Radiometer for the Temporal Experiment for Storms and Tropical Systems Technology Demonstration MissionabstractThe Temporal Experiment for Storms and Tropical Systems Technology Demonstration (TEMPEST-D) instrument is a five-frequency millimeter-wave radiometer capable of observing thermal radiation from the Earth at 89, 165, 176, 180, and 182 GHz. The direct-detection architecture of the radiometer reduces its power consumption and eliminates the need for a local oscillator and mixer, reducing complexity. The instrument includes an ambient blackbody calibration target and a scanning reflector. The reflector rotates to scan the antenna beams in the cross-track direction so that the TEMPEST-D feed horn and receiver view first the blackbody calibration target, then the Earth over a range of nadir angles from −45ºto +45º, and finally the cosmic microwave background radiation at 2.73 K. This enables precision end-to-end calibration of the millimeter-wave receivers every scan period. The TEMPEST-D millimeterwave radiometers are based on 35-nm InP HEMT MMIC low-noise amplifiers and related technology developed under extensive investment by the NASA Earth Science Technology Office (ESTO). Sharmila Padmanabhan, Todd Gaier, Boon H. Lim, Robert Stachnik, Alan B. Tanner, Shannon T. Brown, Steven C. Reising, Wesley K. Berg, Christian Kummerow, V. Chandrasekar 0001 |
IGARSS | 1 |
| 2018 | An Earth Venture In-Space Technology Demonstration Mission for Temporal Experiment for Storms and Tropical Systems (Tempest)abstractThe Temporal Experiment for Storms and Tropical Systems (TEMPEST) mission concept consists of a constellation of five identical 6U-Class nanosatellites observing at five millimeter-wave frequencies with five-minute temporal sampling to observe the time evolution of clouds and their transition to precipitation. The TEMPEST concept is intended to improve understanding of cloud processes, by providing critical information on the temporal development of cloud and precipitation microphysics and by improving our understanding of some of the largest sources of uncertainty in cloud process models. TEMPEST millimeter-wave radiometers are able to perform observations inside the cloud to observe changes as the cloud begins to precipitate or ice accumulates inside the storm. The TEMPEST Technology Demonstration (TEMPEST-D) mission is intended to reduce risk and demonstrate measurement capabilities for 6U-Class satellite constellations for Earth Science. The capabilities to be demonstrated include differential drag maneuvers to provide desired time separation in a 6U-Class satellites constellation. In addition, TEMPEST-D millimeter-wave radiometers will be cross-calibrated with space-borne radiometers with similar frequency channels. TEMPEST-D will provide radiometric observations at five millimeterwave frequencies from 89 to 183 GHz using a low-power, compact instrument that is highly suitable for deployment on 6U-Class satellites. Steven C. Reising, Todd Gaier, Sharmila Padmanabhan, Boon H. Lim, Cate Heneghan, Christian Kummerow, Wesley K. Berg, V. Chandrasekar 0001, Chandrasekar Radhakrishnan, Shannon T. Brown, John Carvo, Matthew Pallas |
IGARSS | 3 |
| 2017 | Command and data handling (C&DH) subsystem for the tropospheric water and cloud ice (twice) 6u-class satellite instrumentabstractGlobal measurements of upper tropospheric/lower-stratospheric water vapor and ice particle size distribution in clouds are critically needed to reduce uncertainties in global weather and climate models. To address this need, the conically scanning Tropospheric Water and Cloud ICE (TWICE) millimeter and submillimeter radiometer instrument is being developed. A low-noise, power-efficient command and data handling (C&DH) subsystem has been designed to control TWICE data acquisition and other subsystems. The C&DH prototype board meets functional, noise and size, weight and power (SWaP) requirements for deployment in a 6U-class satellite. Considering the limited power resources available on such platforms, a highly-efficient power regulation board has been designed to minimize power losses and reduce system noise. Furthermore, all of the components have been tested for radiation tolerance in low-Earth orbit. Mehmet Ogut, Xavier Bosch-Lluis, Steven C. Reising, Yuriy V. Goncharenko, Pekka Kangaslahti, Erich Schlecht, Richard E. Cofield, Nacer E. Chahat, Sharmila Padmanabhan, Jonathan Qiang Jiang, Shannon T. Brown, William R. Deal, Alex Zamora, Kevin M. K. H. Leong, Sean Shih, Xiaobing (Gerry) Mei |
IGARSS | 9 |
| 2017 | Radiometer payload for the temporal experiment for storms and tropical systems technology demonstration missionabstractThe Temporal Experiment for Storms and Tropical Systems Technology Demonstration (TEMPEST-D) instrument is a five-frequency millimeter-wave radiometer capable of observing thermal radiation from the Earth at 89, 165, 176, 180, and 182 GHz. The direct-detection architecture of the radiometer reduces its power consumption and eliminates the need for a local oscillator and mixer, reducing complexity. The instrument includes an ambient blackbody calibration target and a scanning reflector. The reflector rotates to scan the antenna beams in the cross-track direction so that the TEMPEST-D feed horn and receiver view first the blackbody calibration target, then the Earth over a range of nadir angles from -45° to +45°, and finally the cosmic microwave background radiation at 2.73 K. This enables precision end-to-end calibration of the millimeter-wave receivers every scan period. The TEMPEST-D millimeter-wave radiometers are based on 35-nm InP HEMT MMIC low-noise amplifiers and related technology developed under extensive investment by the NASA Earth Science Technology Office (ESTO). Sharmila Padmanabhan, Todd Gaier, Steven C. Reising, Boon H. Lim, Robert Stachnik, Robert Jarnot, Wesley K. Berg, Christian Kummerow, V. Chandrasekar 0001 |
IGARSS | 1 |
| 2017 | Global measurement of temporal signatures of precipitation: Development of the temporal experiment for storms and tropical systems technology demonstration missionabstractThe Temporal Experiment for Storms and Tropical Systems (TEMPEST) mission concept consists of a constellation of five identical 6U-Class nanosatellites observing at five millimeter-wave frequencies with five-minute temporal sampling to observe the time evolution of clouds and their transition to precipitation. The TEMPEST concept is designed to improve the understanding of cloud processes, by providing critical information on the time evolution of cloud and precipitation microphysics and by improving our understanding of the largest sources of uncertainty in cloud models. TEMPEST millimeter-wave radiometers are able to perform observations inside the cloud to observe changes as the cloud begins to precipitate or ice accumulates inside the storm. The TEMPEST Technology Demonstration (TEMPEST-D) mission will be deployed to demonstrate measurement capabilities required for a constellation of 6U-Class nanosatellites to directly observe the temporal development of clouds to understand the conditions that control their transition from non-precipitating to precipitating clouds. TEMPEST-D will provide observations at five millimeter-wave frequencies from 89 to 183 GHz using a single compact instrument that is well suited for the 6U-Class architecture. Steven C. Reising, Todd Gaier, Christian Kummerow, Sharmila Padmanabhan, Boon H. Lim, Cate Heneghan, Wesley K. Berg, V. Chandrasekar 0001, Jonathan P. Olson, Shannon T. Brown, John Carvo, Matthew Pallas |
IGARSS | 4 |
| 2016 | Demonstrating a low-cost sustainable passive microwave sensor architecture: The Compact Ocean Wind Vector Radiometer MissionabstractThe Compact Ocean Wind Vector Radiometer (COWVR) is new type of conical sensor ideal for small satellite implementation. This paper provides an overview of the COWVR sensor, mission and provides perspectives for the future of this technology to enable low-cost sustainable passive microwave observations into the next decade. Shannon T. Brown, Paolo Focardi, Amarit Kitiyakara, Frank Maiwald, Lance Milligan, Oliver Montes, Sharmila Padmanabhan, Richard Redick, Damon Russell, Vin Bach, Phillip Walkemeyer |
IGARSS | 7 |
| 2016 | Temporal Experiment for Storms and Tropical Systems Technology Demonstration (TEMPEST-D): Reducing risk for 6U-Class nanosatellite constellationsabstractTEMPEST-D will demonstrate technology for 6U-Class nanosatellites to advance NASA's Earth Science Goals. It will also reduce risk, cost, and development time for future constellations of small satellites to perform Earth Science measurements. It will raise the TRL of a millimeter-wave radiometer instrument from 6 to 7, representing the first on-orbit demonstration of 35-nm InP HEMT-based millimeter-wave radiometer front ends. Steven C. Reising, Todd Gaier, Christian Kummerow, Sharmila Padmanabhan, Boon H. Lim, Shannon T. Brown, Cate Heneghan, V. Chandrasekar 0001, Jonathan P. Olson, Wesley K. Berg |
IGARSS | 4 |
| 2013 | SMAP RFI mitigation algorithm performance characterization using airborne high-rate direct-sampled SMAPVEX 2012 dataabstractThe SMAP RFI detecting digital backend performance is characterized using real-environment L-band RFI data from the SMAPVEX 2012 campaign. Various types of RFI signals are extracted from the airborne campaign dataset and fed to the SMAP radiometer using an Arbitrary Waveform Generator (AWG). The backend detection performance is tested, and missed-detections are further investigated. Initial results indicate RFI detection performance for the SMAP digital backend is acceptable. Sidharth Misra, Joel T. Johnson, Mustafa Aksoy, Jinzheng Peng, Damon Bradley, Ian O'Dwyer, Sharmila Padmanabhan, Douglas E. Dawson, Seth L. Chazanoff, Barron Latham, Todd Gaier, Caroline Flores-Helizon, Richard F. Denning |
IGARSS | 7 |
| 2011 | A radiometer concept to retrieve the 3-D radiometric emission from atmospheric temperature and water vapor densityabstractIn recent decades, atmospheric scientists have been interested in measuring thermodynamic variables such as tropospheric water vapor and temperature with increasing temporal and spatial resolution due to their importance on the climate modeling. For this purpose, microwave radiometers have been used to measure columnar integrated water vapor. The radiative transfer equation (RTE) has been used to retrieve the contributions of individual atmospheric layers, assuming a stratified atmosphere. In recent years, significant advances have been made toward retrieval of these parameters in 2-D, 3-D and 4-D (3-D + time) distributions. This work presents a new radiometric concept to directly measure the contribution of each pixel (avoiding the use of the RTE inversion) by using pencil-beam antennas and interferometric techniques. This new approach has the potential to improve the quality of the retrieved thermodynamic variables to meet the research goals of atmospheric science. Xavier Bosch-Lluis, Hyuk Park 0001, Adriano Camps, Steven C. Reising, Swaroop Sahoo, Sharmila Padmanabhan, Nereida Rodriguez-Alvarez, Isaac Ramos-Pérez, Enric Valencia |
IGARSS | 6 |
| 2011 | Three-Dimensional Humidity Retrieval Using a Network of Compact Microwave Radiometers to Correct for Variations in Wet Tropospheric Path Delay in Spaceborne Interferometric SAR ImageryabstractSpaceborne interferometric synthetic aperture radar (SAR) (InSAR) imaging has been used for over a decade to monitor tectonic movements and landslides, as well as to improve digital elevation models. However, InSAR is affected by variations in round-trip propagation delay due to changes in ionospheric total electron content and in tropospheric humidity and temperature along the signal path. One of the largest sources of uncertainty in estimates of tropospheric path delay is the spatial and temporal variability of water vapor density, which currently limits the quality of InSAR products. This problem can be partially addressed by using a number of SAR interferograms from subsequent satellite overpasses to reduce the degradation in the images or by analyzing a long time series of interferometric phases from permanent scatterers. However, if there is a sudden deformation of the Earth's surface, the detection of which is one of the principal objectives of InSAR measurements over land, the effect of water vapor variations cannot be removed, reducing the quality of the interferometric products. In those cases, high-resolution information on the atmospheric water vapor content and its variation with time can be crucial to mitigate the effect of wet-tropospheric path delay variations. This paper describes the use of a ground-based microwave radiometer network to retrieve 3-D water vapor density with fine spatial and temporal resolution, which can be used to reduce InSAR ambiguities due to changes in wet-tropospheric path delay. Retrieval results and comparisons between the integrated water vapor measured by the radiometer network and satellite data are presented. Swaroop Sahoo, Steven C. Reising, Sharmila Padmanabhan, Jothiram Vivekanandan, Flavio Iturbide-Sanchez, Nazzareno Pierdicca, Emanuela Pichelli, Domenico Cimini |
IEEE Trans. Geosci. Remote. Sens. | 3 |
| 2009 | Atmospheric Water Vapor Effects on Spaceborne Interferometric SAR Imaging: Comparison with Ground-based Measurements and Meteorological Model Simulations at Different ScalesabstractSpaceborne Interferometric Synthetic Aperture Radar (InSAR) is a well established technique useful in many land applications, such as monitoring tectonic movements and landslides or extracting digital elevation models. One of its major limitations is the atmospheric variability, and in particular the high water vapor spatial and temporal variability, which introduces an unknown delay in the signal propagation. On the other hand, these effects might be exploited, so as InSAR could become a tool for highresolution water vapor mapping. This paper describes the approach and some preliminary results achieved in the framework of an ESA funded project devoted to the mitigation of the water vapor effects in InSAR applications. Although very preliminary, the acquired experimental data and their comparison give a first idea of what can be done to gather valuable information on water vapor, which play a fundamental role in weather prediction and radio propagation studies. Nazzareno Pierdicca, Fabio Rocca, Björn Rommen, Patrizia Basili, Stefania Bonafoni, Domenico Cimini, Piero Ciotti, Fernando Consalvi, Rossella Ferretti, Willow Foster, Frank S. Marzano, Vinia Mattioli, Augusto Mazzoni, Mario Montopoli, Riccardo Notarpietro, Sharmila Padmanabhan, Daniele Perissin, Emanuela Pichelli, Steven C. Reising, Swaroop Sahoo, Giovanna Venuti |
IGARSS (5) | 16 |
| 2009 | Retrieval of Atmospheric Water Vapor Density With Fine Spatial Resolution Using Three-Dimensional Tomographic Inversion of Microwave Brightness Temperatures Measured by a Network of Scanning Compact RadiometersabstractQuantitative precipitation forecasting is currently limited by the paucity of observations on sufficiently fine temporal and spatial scales. Three-dimensional water vapor fields can be retrieved with improved spatial coverage from measurements obtained using a network of scanning microwave radiometers. To investigate this potential, an observation system simulation experiment was performed in which synthetic examples of retrievals using a network of radiometers were compared with results from the Weather Research and Forecasting model at a grid scale of 500 m. These comparisons show that the 3-D water vapor field can be retrieved with an accuracy of better than 15%-20%. A ground-based demonstration network of three compact microwave radiometers was deployed at the Atmospheric Radiation Measurement Southern Great Plains site in Oklahoma. Results using these network measurements demonstrated the first retrieval of the 3-D water vapor field in the troposphere at fine spatial and temporal resolutions. Sharmila Padmanabhan, Steven C. Reising, Jothiram Vivekanandan, Flavio Iturbide-Sanchez |
IEEE Trans. Geosci. Remote. Sens. | 1 |
| 2008 | Retrieval of 3-D Water Vapor Field Using a Network of Scanning Compact Microwave RadiometersabstractQuantitative precipitation forecasting is currently limited by the paucity of observations of thermodynamic variables in the troposphere, including water vapor. Specifically, measurements of 3-D water vapor fields are needed at sub-meso-gamma scales in pre- storm conditions. This can be achieved using a network of remote sensors to retrieve the water vapor field with high spatial and temporal resolution. Such measurements may be used for assimilation into and validation of numerical weather prediction (NWP) models. Conventional measurements of water vapor density profiles are obtained using in-situ probes on-board weather balloons, including radiosondes. Remote sensing techniques to retrieve moisture profiles include ground-based networks receiving Global Navigation Satellite Systems (GNSS) signals, including GPS, and GPS receivers aboard the COSMIC satellite constellation for atmospheric occultation. These methods provide measurements with high vertical resolution but with coarse horizontal resolution. Differential Absorption Lidars (DIAL) can retrieve water vapor with comparable resolution to that of radiosonde observations. However, these lidars are expensive, and their operation is limited to clear-sky conditions due to the high opacity of clouds at optical wavelengths. Inversion of brightness temperatures measured by upward- looking, ground-based microwave radiometers allows the estimation of vertical profiles with high temporal resolution in both clear and cloudy conditions. However, assimilation of retrieved 3-D water vapor fields with improved spatial coverage into NWP models in pre-storm conditions has the potential for substantial impact on numerical weather prediction of convective storm activity. Measurements using a network of multi-frequency microwave radiometers can provide the necessary information to retrieve the 3-D distribution of water vapor in the troposphere. Sharmila Padmanabhan, Steven C. Reising, Jothiram Vivekanandan |
IGARSS (2) | 1 |
| 2007 | Comparison of modeled and observed microwave emissivities of water surfaces in the presence of breaking waves and foamabstractWind speed has been retrieved reliably from SSM/I microwave radiometric measurements since 1990 with a precision of better than 2 m/s. However, operational requirements of the National Polar-orbiting Operational Environmental Satellite System (NPOESS) dictate retrieval of the ocean surface wind vector, i.e. both speed and direction. This requires improved understanding and forward modeling of the physical processes governing ocean surface microwave emissivity. Although the microwave brightness temperature over the ocean exhibits a relatively strong dependence on wind speed, the dependence on wind direction with respect to the azimuthal angle of observation is at most a few Kelvin peak-to-peak. Although it is known that breaking waves and foam significantly affect the microwave emission of the ocean surface at 6.8, 10.8, 19 and 37 GHz, the effect of foam on the azimuthal dependence of sea surface emissivity is not well understood. This understanding is critical to improve forward models to achieve the accuracy required for ocean surface wind vector retrievals. Recently, electromagnetic modeling of the emissivity of foam generated by breaking waves has been improved by considering the vertical and horizontal heterogeneity of thick layers of foam at the ocean- atmosphere interface [1]. In this work, we compare foam emissivities both calculated using this model with those inferred from microwave brightness temperature measurements performed during the Polarimetric Observations of the Emissivity of Whitecaps Experiment (POEWEX'04). Sharmila Padmanabhan, Steven C. Reising, William Asher, Victor Raizer, Peter W. Gaiser |
IGARSS | 1 |
| 2007 | Estimation of 3-D Water vapor distribution using a network of compact microwave radiometersabstractQuantitative precipitation forecasting is limited by the paucity of observations of water vapor in the troposphere. In particular, severe storms have been observed to develop in regions of strong and rapidly evolving moisture gradients. Conventional measurements of water vapor density profiles are obtained using in-situ probes on-board weather balloons, including radiosondes. These in-situ profile measurements have high vertical resolution, but have severe limitations in both temporal and spatial sampling. Lidars use differential absorption techniques to estimate water vapor with comparable resolution to that of radiosonde observations. However, lidars are expensive, and their operation is limited to clear-sky conditions due to the high opacity of clouds at optical wavelengths. Inversion of brightness temperatures measured by upward- looking, ground-based microwave radiometers allows the estimation of vertical profiles with high temporal resolution in both clear and cloudy conditions. However, assimilation of retrieved water vapor fields with improved spatial coverage has the potential for more substantial impacts on numerical weather prediction of convective storm initiation. Measurements using a network of multi-frequency microwave radiometers can provide information to retrieve the 3-D distribution of water vapor in the troposphere. Sharmila Padmanabhan, Steven C. Reising, Flavio Iturbide-Sanchez, Jothiram Vivekanandan |
IGARSS | 1 |
| 2007 | A Miniaturized Spectrometer Radiometer Based on MMIC Technology for Tropospheric Water Vapor ProfilingabstractThe fabrication of a miniaturized ground-based water vapor profiling radiometer demonstrates the capability of monolithic microwave and millimeter-wave integrated circuit technology to reduce the mass and volume of microwave remote sensing instrumentation and to reduce substantially the necessary operational power consumption and size of the radio-frequency and intermediate-frequency sections. Since those sections comprise much of the mass and volume of current microwave receivers, the fabrication of this system represents an important contribution to the design of microwave radiometers. This miniaturized radiometer implementation is particularly well suited to benefit from the cost savings associated with mass production. The small size of the radiometer (24times18times16 cm) reduces the power required by the temperature control system and allows a rapid warm-up to the temperature set point as well as maintenance of a highly stable internal temperature. Exhibiting very similar statistical properties, the four channels of the radiometer have measured Allan times of greater than 40 s. Measurement results demonstrate that the instrument achieves a sensitivity of better than 0.2 K for 3 s of integration time. Preliminary comparisons of measured brightness temperatures with simulation results based on radiosonde data show good agreement, which are consistent with previously reported results. Flavio Iturbide-Sanchez, Steven C. Reising, Sharmila Padmanabhan |
IEEE Trans. Geosci. Remote. Sens. | 3 |
| 2006 | Effects of foam on ocean surface microwave emission inferred from radiometric observations of reproducible breaking wavesabstractWindSat, the first satellite polarimetric microwave radiometer, and the NPOESS Conical Microwave Imager/Sounder both have as a key objective the retrieval of the ocean surface wind vector from radiometric brightness temperatures. Available observations and models to date show that the wind direction signal is only 1-3 K peak-to-peak at 19 and 37 GHz, much smaller than the wind speed signal. In order to obtain sufficient accuracy for reliable wind direction retrieval, uncertainties in geophysical modeling of the sea surface emission on the order of 0.2 K need to be removed. The surface roughness spectrum has been addressed by many studies, but the azimuthal signature of the microwave emission from breaking waves and foam has not been adequately addressed. Recently, a number of experiments have been conducted to quantify the increase in sea surface microwave emission due to foam. Measurements from the Floating Instrumentation Platform indicated that the increase in ocean surface emission due to breaking waves may depend on the incidence and azimuth angles of observation. The need to quantify this dependence motivated systematic measurement of the microwave emission from reproducible breaking waves as a function of incidence and azimuth angles. A number of empirical parameterizations of whitecap coverage with wind speed were used to estimate the increase in brightness temperatures measured by a satellite microwave radiometer due to wave breaking in the field of view. These results provide the first empirically based parameterization with wind speed of the effect of breaking waves and foam on satellite brightness temperatures at 10.8, 19, and 37 GHz. Sharmila Padmanabhan, Steven C. Reising, William Asher, Louis Allen Rose, Peter W. Gaiser |
IEEE Trans. Geosci. Remote. Sens. | 1 |
| 2004 | Parameterization of microwave emission due to foam to improve the accuracy of satellite-based retrieval algorithmsabstractWindSat, the first polarimetric microwave radiometer on orbit, has as its primary objective the demonstration of robust retrieval of the sea surface wind vector from measured brightness temperatures. The ocean surface wind vector is one of the key environmental data records for the NPOESS Conical Microwave Imager/Sounder (CMIS) instruments, first planned for launch in 2009. To date, aircraft and satellite measurements, as well as modeling results, indicate that brightness temperature variations with wind direction are small, on the order of 1-3 K peak-to-peak. Therefore, quantitative understanding of the dependence of the ocean surface emissivity on properties such as surface roughness and wave breaking is critical for wind vector retrieval. Despite the importance of this, some basic physical properties such as the azimuthal angle dependence of the microwave emission from foam have not been well characterized to date. Recent measurements from the R/P FLIP indicated that the increase in ocean surface emission due to breaking waves may depend on both the incidence and azimuthal angles. The need to quantity this dependence motivated systematic measurement of the emissivity of reproducible breaking waves at varying incidence and azimuthal angles. Results from these recent field measurements provide the first parameterization with wind speed of the change in brightness temperatures due to breaking waves. Sharmila Padmanabhan, Steven C. Reising, William Asher, Louis Allen Rose, Peter W. Gaiser |
IGARSS | 1 |
| 2003 | Radiometric measurements of the microwave emissivity of reproducible breaking wavesabstractIn a recent experiment the microwave emissivity of foam on calm water was measured to be 0.75 to 0.95 and dependent on polarization. Microwave radiometric measurements of breaking waves on the open ocean showed that the emission due to wave breaking varies with the time dynamics of the wave, as well as with radiometer polarization and viewing angle. However, the inherent intermittency and sparseness of breaking waves makes it very difficult to perform repeatable measurements on the open ocean. Therefore, the authors conducted a wave basin experiment in which reproducible breaking waves were generated every 1-2 seconds. This paper reports preliminary results of the combined observations of polarimetric brightness temperatures and physical characteristics of these waves and foam. These and future results will provide input parameters to bound numerical electromagnetic models for prediction of foam emissivities. Sharmila Padmanabhan, Steven C. Reising |
IGARSS | 1 |
| 2003 | Passive polarimetric remote sensing of the ocean surface during the Rough Evaporation Duct experiment (RED 2001)abstractThis paper describes the deployment of a fully polarimetric K-band radiometer in the Rough Evaporation Duct (RED) experiment, which was conducted during August and September of 2001. The calibration of the four Stokes parameters is described, along with a comparison of the measurements with results of both the Klein-Swift and Ellison et al. sea surface dielectric models. The purpose of the experiment was to improve physical forward models of the ocean surface emission in order to improve wind vector retrieval algorithms. Juan Pons, Steven C. Reising, Sharmila Padmanabhan, Adriano Camps, Nuria Duffo |
IGARSS | 3 |