NDLI: Neural Network Estimation of Atmospheric Profiles Using AIRS/IASI/AMSU Data in the Presence of Clouds

Please wait, while we are loading the content...

2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS)

2014 IEEE Geoscience and Remote Sensing Symposium

2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS

2012 IEEE International Geoscience and Remote Sensing Symposium

2011 IEEE International Geoscience and Remote Sensing Symposium

2010 IEEE International Geoscience and Remote Sensing Symposium

2009 IEEE International Geoscience and Remote Sensing Symposium

IGARSS 2008 - 2008 IEEE International Geoscience and Remote Sensing Symposium

Volume 5 - 2008

Volume 4 - 2008

Volume 3 - 2008

Volume 2 - 2008

Volume 1 - 2008

Contributor listings

Contributor listings

Table of contents

Mapping Water Basins in the Eastern Sahara by SRTM Data

Twelve Years of Radarsat-1 Calibration: Operations Experience and Lessons Learned

Initial Evaluation of Radarsat-2 for Operational Sea Ice Monitoring

Radarsat-2 Moving Object Detection Experiment (MODEX)

Palsar Calval and Generation of the Continent Scale Mosaic Products for Kyoto and Carbon Projects

Polarimetric PALSAR System Model Assessment and Calibration

Polarization Dependence of L-Band Measurements Over the Ocean on Surface Wind at 23-25 Incidence Angles

Modeling the Multifrequency Emission of Forests and Their Components

Forest Canopy Effects on the Estimation of Soil Moisture at L-Band

Microwave Soil Moisture Retrieval Under Trees

Microwave Emission from Forested Areas by Using Microwave AMSR-E Data

Wide-Area, Planning Level Archaeological Surveys Using SAR and Multispectral Images

The Application of Remote Sensing Technology in the Archaeological Study of the Segment of Grand Canal in Shandong Province

An Efficient Active Learning Algorithm with Knowledge Transfer for Hyperspectral Data Analysis

Automated Estimation of Spectral Neighborhood Size in Manifold Coordinate Representations of Hyperspectral Imagery: Implications for Anomaly Finding, Bathymetry Retrieval, and Land Applications

Parallel Morphological Classification of Hyperspectral Imagery Using Extended Opening and Closing by Reconstruction Operations

Ensemble Methods for Classification of Hyperspectral Data

A Novel Approach to the Selection of Robust and Invariant Features for Classification of Hyperspectral Images

Physic and Experimental Issues on High Resolution SAR Imaging of Urban Area

Normalized Coherency Matrix Estimation Under the SIRV Model. Alpine Glacier Polsar Data Analysis

Electromagnetic Modelling for Information Extraction from High Resolution SAR Images of Urban Areas

Automated Information Extraction from TerraSAR-X Data: The Content Map

Optimized Multilooking for Robust SAR Image Indexing

The National Polar-Orbiting Operational Environmental Satellite System (NPOESS): Improved Capabilities for Weather Forecasting and Environmental Monitoring

The European GMES Sentinel-1 Radar Mission

Sensitivity Analysis of a Hyperspectral Inversion Model for Remote Sensing of Shallow Coastal Ecosystems

Monitoring Inundation Dynamics in Paraná River, Argentina, by C and L Band SAR

A New Cross-Calibrated, Multi-Satellite Ocean Surface Wind Product

A Ku-Band Active/Passive Wind Vector Retrieval Over the Ocean

High-Resolution ASCAT Scatterometer Winds Near the Coast

Validation of NOAA's Near Real-Time Ascat Ocean Vector Winds

Neural Network Estimation of Atmospheric Profiles Using AIRS/IASI/AMSU Data in the Presence of Clouds

Global Observations of Precipitation Using Satellite Passive Millimeter-Wave Sensors

Microwave Remote Sensing of Planetary Atmospheres: From Staelin and Barrett to the Nasa Juno Mission

GEOSS From Orbit, A Sensor Web Approach

Global Observing Systems Information Center (Gosic) a Portal for GEOSS Related Data & Information

Sharing Earth Science Information to Support the Global Earth Observing System of Systems (GEOSS)

Texture Feature Selection for Buried Mine Detection in Airborne Multispectral Imagery

Incorporating Uncertainty in Uxo Discrimination

Stepped-Frequency Radar System in Gating Mode: An Experiment as a New Helicopter-Borne GPR System for Geological Applications

Moving Target Relative Speed Estimation in the Presence of Strong Stationary Surrounding Using a Single Antenna UWB SAR System

Moving Target Detection by Forcusing for Frequency Domain Algorithms in UWB Low Frequency SAR

Extending Airborne SAR-ATI Algorithms to the RADARSAT-2 Moving Object Detection Experiment (MODEX)

Change Detection for Traffic Monitoring in Terrasar-X Imagery

Target Detection in Multiple-Viewing Through-the-Wall Radar Imaging

Updated Results of Calibration and Validation of Alos Optical Sensors

High Resolution DSM Generation from ALOS PRISM - Calibration Updates-

Accurate DEM and Ortho-Rectified Image Production from ALOS/PRISM

Improvement of AVNIR-2 Radiometric Calibration by TOA Directional-Reflectance Cross-Calibration and On-Board Calibration Data

Evaluating the First-Order Tau-Omega Model of Terrestrial Microwave Emission

Monitoring Vegetation Water Content Using Microwave Vegetation Indices

Moritoring Wingter Wheat Growth With Grand Based Microwave Radiometers (GBMR)

3D Mapping of the Performance of Urban Places

Cluster-Based Ensemble Classification for Hyperspectral Remote Sensing Images

Spatially Adapted Manifold Learning for Classification of Hyperspectral Imagery with Insufficient Labeled Data

A Novel Random Subspace Method Using Spectral and Spatial Information for Hyperspectral Image Classification

EC-GLRT: Detecting Weak Plumes in Non-Gaussian Hyperspectral Clutter Using an Elliptically-Contoured Generalized Likelihood Ratio Test

SAR Image Despeckling in the Undecimated Contourlet Domain: A Comparison of Lmmse and Map Approaches

SAR Image Filtering Via Learned Dictionaries and Sparse Representations

Statistical Similarity Measure for Oil Slick Detection in SAR Image

Image Classification and Indexing Using Data Compression Based Techniques

Comparison of Three Unsupervised Segmentation Algorithms for SAR Data in Urban Areas

Refinement of the Method for Using Pseudo-Invariant Sites for Long Term Calibration Trending of Landsat Reflective Bands

Preflight and Vicarious Calibration of Artemis

Use of Pseudo-Invariant Sites for Long-Term Sensor Calibration

Climate Quality Broadband and Narrowband Solar Reflected Radiance Calibration Between Sensors in Orbit

Radar Monitoring of Wetland Hydrology: Dynamic Information for the Assessment of Ecosystem Services

Spectral and Spatial Variation at Leaf and Patch Scale of Invasive Wetland Weeds

Risk Mapping of the Schistosomiasis in the Minas Gerais State, Brazil, Using Modis and Socioeconomic Spatial Data

Recognition of Urban Patterns Related to Leptospirosis Contamination Risks Using Object Based Classification of Aerial Photography. Test Areas: Informal Settlements of the Railroad Suburb of Salvador, Brazil.

Global Navigation Satellite System-Reflectometry (GNSS-R) from the UK-DMC Satellite for Remote Sensing of the Ocean Surface

Performance Assessment of GNSS-R Space Based Scatterometry by Means of Delay-Doppler Map

SeaWinds Hurricane Wind Retrievals and Comparisons with $H^{*}Wind$ Surface Winds Analyses

Hurricane Imaging Radiometer Wide Swath Simulation for Wind Speed and Rain Rate

Statistical Analysis of the Electromagnetic Field Scattered by the Ocean Surface in Various Weather Conditions: A Numerical Study in L-Band

Improved Simulation Methodology for Retrieval of Convective Precipitation from Spaceborne Passive Microwave Measurements

Toward Consistent Satellite Calibration and Validation for GEOSS Interoperability

The Design and Implementation of a Virtual Sensor Web Platfor Bad Weather Monitoring

GPS Radio Occultation as Part of the Global Earth Observing System

Relating Surface Albedo and Vegetation Index with Surface Dryness Using Landsat ETM+ Imagery

Integration of Magnitude and Shape Related Features in Hyperspectral Mixture Analysis to Monitor Weeds In Citrus Orchards

The Take-All of Wheat Diseases Feature Extraction Method Study Using Ground Spectral Measurement Data and TM Multispectral Data

Feasibility of Using Remote Sensing Techniques to Detect Spider Mite Damage in Stone Fruit Orchards

Study on Phenology Character of Winter Wheat by Modis-Evi Data in Hebei China

Drought Monitoring in Northenr China Plain Combing RS and GIS Technology

Study on the Spatio-Temporal Changes of Ecosystem Service Value in the Northern Slope of Tianshan Mountains

Validation of QSCAT-1 Geophysical Model Function Using Seawinds Level 2 and Buoy Data

Operational Technique in Typhoon Wind Radii Using Satellite Microwave Remote Sensor Data

A Spaceborne Radar for Directional Wave Spectrum Estimation: First Performance Simulations

Effectiveness Of QuikSCAT's Ultra-High Resolution Images in Determining Tropical Cyclone Eye Location

System design and performance simulation of a spaceborne Ku-band rotation fan-beam scatterometer

Neural Network Retrieval of Sea Surface Wind Speed from Advanced Microwave Scanning Radiometer-E Data

Performance Simulations for a Synthetic Aperture Radiometer Measuring Peak Surface Wind Speed in Hurricanes

Dependency of NRCS of Ocean Surface on Wind Direction Using an Airborne Dual-Frequency Polarimetric SAR Observation

Preliminary Polarimetric Measurements of Ruffled Water Surface Radar Backscattering Coefficients and Brightness Temperatures Angular Dependences at 15GHz

Monitoring of Surface Ocean Circulation in the Gulf of Lions (North-West Mediterranean Sea) Using WERA HF Radars

Polarimetric Scattering Mechanizms of Ocean Surface from Wave Breaking or at Large Incident Angles

Estimation of Surface Velocity from Infrared Image Using the Global Optimal Solution to an Inverse Model

An Improved Two-Scale Model for the Ocean Surface Bistatic Scattering

Properties of Mesoscale Eddies Around the Philippine Sea Derived from Satellite Data and a Numerical Model

Observations of Ocean-Atmospheric Coupling in the Tropical Instability Waves During LA NIÑA

A Study on Geophysical Model Function Modeling with Water Surface Temperature as One of the Input Parameters

Ocean Surface Observation by C-Band Polarimetric Weather Radar in Okinawa Island

Monitoring of Coastal Vessels Using Surface Wave HF Radars: Multiple Frequency, Multiple Site and Multiple Antenna Considerations

Simulation Study on the Effect of Wind Direction on SAR Imaging Shallow Water Bathymetry

Estimation of Ocean Current Velocity in Coastal Area Using Radarsat-1 SAR Images and HF-Radar Data

Extraction of Wind and Wave Information Using SAR Images

SAR Measurement of Ocean Surface Wind Using A Physics Model

A Parametric Algorithm to Retrieve Ocean Wave Spectra from Interferometric Synthetic Aperture Radar

Remotely Monitoring Great Lakes Coastal Wetlands with Multi-Sensor, Multi-Temporal SAR and Multi-Spectral Data

Integration of Spatial Chaotic Model and Type-2 Fuzzy Sets to Coastline Detection in SAR Images

The Effects of the Hurricane Katrina on Louisiana'S Gulf Coast

Monitoring water constituents and salinity variations of saltwater using EO-1 Hyperion satellite imagery in the Pearl River Estuary, China

Research on Evolution Process of Riverway in QingKou Region Based on Multi-Temporal Remote Sensing Techniques

Poyang Lake Wetland Plants Microwave Scattering Characteristics Research and Biomass Inversion

Comparison of Ship Detectability Using SAR Polarization Data: Envisat ASAR AP Mode

Simulation Study on the Optimal Conditions for Shallow Water Bathymetry Observation by SAR

Methodology for Storm Surge Risk Analysis

Retrieving Water Depth, Inherent Optical Properties and Bottom Reflectance by Spectrum Matching in Turbid Coastal Waters

Satellite Observations of Coastal Changes in ACEH After the 2004 Tsunami

Use of the Atmospheric Infrared Sounder (AIRS) Surface Skin and Air Temperature Data Over Rural and Urban-Industrial Regions in Canada and the USA

Using Airborne and Satellite Imagery to Distinguish and Map Black Mangrove Along the South Texas Gulf Coast

Mapping Riparian and Wetland Weeds with High Resolution Satellite Imagery

A Study on the Characteristics of the Sedimentary Environments by Using SAR Data in the Ganghwa Tidal Flat

2007 IEEE International Geoscience and Remote Sensing Symposium

2006 IEEE International Symposium on Geoscience and Remote Sensing

Proceedings. 2005 IEEE International Geoscience and Remote Sensing Symposium, 2005. IGARSS '05.

IGARSS 2004. 2004 IEEE International Geoscience and Remote Sensing Symposium

IGARSS 2003. 2003 IEEE International Geoscience and Remote Sensing Symposium. Proceedings (IEEE Cat. No.03CH37477)

IEEE International Geoscience and Remote Sensing Symposium

IGARSS 2001. Scanning the Present and Resolving the Future. Proceedings. IEEE 2001 International Geoscience and Remote Sensing Symposium (Cat. No.01CH37217)

IGARSS 2000. IEEE 2000 International Geoscience and Remote Sensing Symposium. Taking the Pulse of the Planet: The Role of Remote Sensing in Managing the Environment. Proceedings (Cat. No.00CH37120)

IEEE 1999 International Geoscience and Remote Sensing Symposium. IGARSS'99 (Cat. No.99CH36293)

IGARSS '98. Sensing and Managing the Environment. 1998 IEEE International Geoscience and Remote Sensing. Symposium Proceedings. (Cat. No.98CH36174)

IGARSS'97. 1997 IEEE International Geoscience and Remote Sensing Symposium Proceedings. Remote Sensing - A Scientific Vision for Sustainable Development

IGARSS '96. 1996 International Geoscience and Remote Sensing Symposium

1995 International Geoscience and Remote Sensing Symposium, IGARSS '95. Quantitative Remote Sensing for Science and Applications

Proceedings of IGARSS '94 - 1994 IEEE International Geoscience and Remote Sensing Symposium

Proceedings of IGARSS '93 - IEEE International Geoscience and Remote Sensing Symposium

[Proceedings] IGARSS '92 International Geoscience and Remote Sensing Symposium

[Proceedings] IGARSS'91 Remote Sensing: Global Monitoring for Earth Management

10th Annual International Symposium on Geoscience and Remote Sensing

12th Canadian Symposium on Remote Sensing Geoscience and Remote Sensing Symposium,

International Geoscience and Remote Sensing Symposium, 'Remote Sensing: Moving Toward the 21st Century'.

Neural Network Estimation of Atmospheric Profiles Using AIRS/IASI/AMSU Data in the Presence of Clouds

Content Provider	IEEE Xplore Digital Library
Author	Blackwell, W.J. Chen, F.W. Jairam, L.G. Pieper, M.
Copyright Year	2008
Description	Author affiliation: MIT Lincoln Lab., Lexington, MA, USA (Blackwell, W.J.; Chen, F.W.; Jairam, L.G.; Pieper, M.)
Abstract	A novel statistical method for the retrieval of atmospheric temperature and water vapor profiles has been developed and evaluated with sounding data from the Atmospheric InfraRed Sounder (AIRS) and the Advanced Microwave Sounding Unit (AMSU) on the NASA Aqua satellite and the Infrared Atmospheric Sounding Interferometer (IASI) and AMSU on the EUMETSAT MetOp-A satellite. The present work focuses on the cloud impact on the AIRS and IASI radiances and explores the use of the stochastic cloud clearing methodology together with neural network estimation. A stand-alone statistical algorithm will be presented that operates directly on cloud-impacted AIRS/AMSU and IASI/AMSU data, with no need for a physical cloud clearing process. The performance of this method was evaluated using global (ascending and descending) EOS-Aqua orbits collocated with ECMWF fields for a variety of days throughout 2003, 2004, 2005, and 2006. Over 1,000,000 fields of regard (3×3 arrays of footprints) over ocean and land were used in the study. The method requires significantly less computation than traditional variational retrieval methods, while achieving comparable performance. Retrieval accuracy will be evaluated using ECMWF atmospheric fields as ground truth. The accuracy of the neural network retrieval method will be compared to the accuracy of the AIRS Level 2 (Version 5) retrieval method.
File Size	372001
File Format	PDF
ISBN	9781424428076
DOI	10.1109/IGARSS.2008.4778808
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2008-07-07
Publisher Place	USA
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Neural networks Clouds Satellites Statistical analysis Information retrieval Ocean temperature Temperature distribution Microwave theory and techniques NASA Stochastic processes Aqua Atmospheric sounding infrared microwave hyperspectral cloud clearing AIRS AMSU IASI MetOp
Content Type	Text
Resource Type	Article

Central Library (ISO-9001:2015 Certified)
Indian Institute of Technology Kharagpur
Kharagpur, West Bengal, India | PIN - 721302

See location in the Map
03222 282435
Mail: support@ndl.gov.in

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in