Jeffrey P. Walker

Orcid: 0000-0002-4817-2712

Affiliations:
  • Monash University, Clayton, Vic, Australia
  • University of Melbourne, Vic, Australia


According to our database1, Jeffrey P. Walker authored at least 132 papers between 2001 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Comparison Between Thermal-Optical and L-Band Passive Microwave Soil Moisture Remote Sensing at Farm Scales: Towards UAV-Based Near-Surface Soil Moisture Mapping.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

Evaluation of the Bayesian Downscaling Algorithm for Achieving Higher Resolution Soil Moisture Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

A Comparison of Passive Microwave Emission Models for Estimating Brightness Temperature at L- and P-Bands Under Bare and Vegetated Soil Conditions.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

2023
Toward an Improved Surface Roughness Parameterization Model for Soil Moisture Retrieval in Road Construction.
IEEE Trans. Geosci. Remote. Sens., 2023

Evaluation of the Tau-Omega Model Over a Dense Corn Canopy at P- and L-Band.
IEEE Geosci. Remote. Sens. Lett., 2023

Performance of SMOS Soil Moisture Products Over Core Validation Sites.
IEEE Geosci. Remote. Sens. Lett., 2023

Evaluating the Accuracy of Passive Microwave Emission Models for Estimating Brightness Temperature.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022
Inter-Comparison of Proximal Near-Surface Soil Moisture Measurement Techniques.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Application of a Change Detection Soil Moisture Retrieval Algorithm to Combined, Semiconcurrent Radiometer, and Radar Observations.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Validation of Soil Moisture Data Products From the NASA SMAP Mission.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Regularized Dual-Channel Algorithm for the Retrieval of Soil Moisture and Vegetation Optical Depth From SMAP Measurements.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Assimilation of Wheat and Soil States into the APSIM-Wheat Crop Model: A Case Study.
Remote. Sens., 2022

Local Scale (3-m) Soil Moisture Mapping Using SMAP and Planet SuperDove.
Remote. Sens., 2022

GNSS-R Soil Moisture Retrieval for Flat Vegetated Surfaces Using a Physics-Based Bistatic Scattering Model and Hybrid Global/Local Optimization.
Remote. Sens., 2022

Environmental Effects on Brightness Temperature Observation From an L-Band Radiometer.
IEEE Geosci. Remote. Sens. Lett., 2022

Vegetation Canopy Height Retrieval Using L1 and L5 Airborne GNSS-R.
IEEE Geosci. Remote. Sens. Lett., 2022

Root Zone Soil Moisture Profile Retrieval Using Combined L-Band and P-Band Radiometry.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021
The Soil Moisture Active Passive Experiments: Validation of the SMAP Products in Australia.
IEEE Trans. Geosci. Remote. Sens., 2021

Soil Moisture Retrieval Depth of P- and L-Band Radiometry: Predictions and Observations.
IEEE Trans. Geosci. Remote. Sens., 2021

Microwave Radiometry at Frequencies From 500 to 1400 MHz: An Emerging Technology for Earth Observations.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Improved GNSS-R Altimetry Methods: Theory and Experimental Demonstration Using Airborne Dual Frequency Data from the Microwave Interferometric Reflectometer (MIR).
Remote. Sens., 2021

Single-Pass Soil Moisture Retrieval Using GNSS-R at L1 and L5 Bands: Results from Airborne Experiment.
Remote. Sens., 2021

Toward P-Band Passive Microwave Sensing of Soil Moisture.
IEEE Geosci. Remote. Sens. Lett., 2021

Fusion of Sentinel-2 and PlanetScope time-series data into daily 3 m surface reflectance and wheat LAI monitoring.
Int. J. Appl. Earth Obs. Geoinformation, 2021

Leaf water content estimation using top-of-canopy airborne hyperspectral data.
Int. J. Appl. Earth Obs. Geoinformation, 2021

Leaf area index estimation using top-of-canopy airborne RGB images.
Int. J. Appl. Earth Obs. Geoinformation, 2021

Leaf nitrogen content estimation using top-of-canopy airborne hyperspectral data.
Int. J. Appl. Earth Obs. Geoinformation, 2021

Parameter Considerations for the Retrieval of Surface Soil Moisture from Spaceborne GNSS-R.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020
Improved SMAP Dual-Channel Algorithm for the Retrieval of Soil Moisture.
IEEE Trans. Geosci. Remote. Sens., 2020

Identification of Agricultural Row Features Using Optical Data for Scattering and Reflectance Modeling Over Periodic Surfaces.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Experimental Evidence of Swell Signatures in Airborne L5/E5a GNSS-Reflectometry.
Remote. Sens., 2020

Untangling the Incoherent and Coherent Scattering Components in GNSS-R and Novel Applications.
Remote. Sens., 2020

Sentinel-2 and Planetscope Data Fusion into Daily 3 M Images for Leaf Area Index Monitoring.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Untangling the GNSS-R Coherent and Incoherent Components: Experimental Evidences Over the Ocean.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

First Experimental Evidence of Wind and Swell Signatures in L5 GPS and E5A Galileo GNSS-R Waveforms.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Preliminary Model for Soil Moisture Retrieval Using P-Band Radiometer Observations.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019
Impact of Urban Cover Fraction on SMOS and SMAP Surface Soil Moisture Retrieval Accuracy.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Satellite Cross-Talk Impact Analysis in Airborne Interferometric Global Navigation Satellite System-Reflectometry with the Microwave Interferometric Reflectometer.
Remote. Sens., 2019

River reconstruction using a conformal mapping method.
Environ. Model. Softw., 2019

Multi-Platform Radiometer Systems for Surface Soil Moisture Retrieval.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Impact of Window Size in Remote Sensing Based Glacier Feature Tracking - a Study on Chhota Shigri Glacier, Western Himalayas, India.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Seasonal Dependence of SMAP Radiometer-Based Soil Moisture Performance as Observed Over Core Validation Sites.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018
Analysis of Data Acquisition Time on Soil Moisture Retrieval From Multiangle L-Band Observations.
IEEE Trans. Geosci. Remote. Sens., 2018

Investigation of SMAP Active-Passive Downscaling Algorithms Using Combined Sentinel-1 SAR and SMAP Radiometer Data.
IEEE Trans. Geosci. Remote. Sens., 2018

The Polarimetric L-Band Imaging Synthetic Aperture Radar (PLIS): Description, Calibration, and Cross-Validation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Evaluation of the Tau-Omega Model for Passive Microwave Soil Moisture Retrieval Using SMAPEx Datasets.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

GCOM-W AMSR2 Soil Moisture Product Validation Using Core Validation Sites.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

SMOS and SMAP Brightness Temperature Assimilation Over the Murrumbidgee Basin.
IEEE Geosci. Remote. Sens. Lett., 2018

Soil Moisture Retrieval over Agricultural Fields from Time Series Multi-Angular L-Band Radar Data.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Towards Multi-Frequency Soil Moisture Retrieval Using P- and L-Band Passive Microwave Sensing Technology.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Preliminary End- to-End Results of the MIR Instrument: the Microwave Interferometric Reflectometer.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Sentinel-1 & Sentinel-2 for SOIL Moisture Retrieval at Field Scale.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

L-, C- and X-Band Passive Microwave Soil Moisture Retrieval Algorithm Parameterization Using in Situ Validation Sites.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

High Resolution Soil Moisture Product Based on Smap Active-Passive Approach Using Copernicus Sentinel 1 Data.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Towards Soil Moisture Retrieval Using Tower-Based P-Band Radiometer Observations.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017
Medium-Resolution Soil Moisture Retrieval Using the Bayesian Merging Method.
IEEE Trans. Geosci. Remote. Sens., 2017

Fusing Microwave and Optical Satellite Observations to Simultaneously Retrieve Surface Soil Moisture, Vegetation Water Content, and Surface Soil Roughness.
IEEE Trans. Geosci. Remote. Sens., 2017

A Time-Series Approach to Estimating Soil Moisture From Vegetated Surfaces Using L-Band Radar Backscatter.
IEEE Trans. Geosci. Remote. Sens., 2017

Surface Soil Moisture Retrieval Using the L-Band Synthetic Aperture Radar Onboard the Soil Moisture Active-Passive Satellite and Evaluation at Core Validation Sites.
IEEE Trans. Geosci. Remote. Sens., 2017

Intercomparison of Alternate Soil Moisture Downscaling Algorithms Using Active-Passive Microwave Observations.
IEEE Geosci. Remote. Sens. Lett., 2017

An Extension of the Alpha Approximation Method for Soil Moisture Estimation Using Time-Series SAR Data Over Bare Soil Surfaces.
IEEE Geosci. Remote. Sens. Lett., 2017

Fusing microwave and optical satellite observations for high resolution soil moisture data products.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Comparison of downscaling techniques for high resolution soil moisture mapping.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017


Evaporation-based disaggregation of surface soil moisture data: The dispatch method, the CATDS product and on-going research.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017


Multi-frequency radiometer-based soil moisture retrieval algorithm parametrization using in situ validation sites.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Optimized glcm-based texture features for improved SAR-based flood mapping.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017



2016
Estimation of Vegetation Water Content From the Radar Vegetation Index at L-Band.
IEEE Trans. Geosci. Remote. Sens., 2016

Soil Moisture Retrieval in Agricultural Fields Using Adaptive Model-Based Polarimetric Decomposition of SAR Data.
IEEE Trans. Geosci. Remote. Sens., 2016

CHP Toolkit: Case Study of LAIe Sensitivity to Discontinuity of Canopy Cover in Fruit Plantations.
IEEE Trans. Geosci. Remote. Sens., 2016

Assessment of the SMAP Passive Soil Moisture Product.
IEEE Trans. Geosci. Remote. Sens., 2016

On the Correlation Between GNSS-R Reflectivity and L-Band Microwave Radiometry.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Application of Remote Sensing Data to Constrain Operational Rainfall-Driven Flood Forecasting: A Review.
Remote. Sens., 2016

How Universal Is the Relationship between Remotely Sensed Vegetation Indices and Crop Leaf Area Index? A Global Assessment.
Remote. Sens., 2016

Towards validation of SMAP: SMAPEX-4 & -5.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016


Surface soil moisture retrieval using L-band SMAP SAR data and its validation.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Satellite-based soil moisture validation and field experiments; skylab to smap.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Development and validation of the GCOM-W AMSR2 soil moisture product.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015
A Cumulative Distribution Function Method for Normalizing Variable-Angle Microwave Observations.
IEEE Trans. Geosci. Remote. Sens., 2015

Simulation of the SMAP Data Stream From SMAPEx Field Campaigns in Australia.
IEEE Trans. Geosci. Remote. Sens., 2015

Copula-Based Downscaling of Coarse-Scale Soil Moisture Observations With Implicit Bias Correction.
IEEE Trans. Geosci. Remote. Sens., 2015

Optical Sensing of Vegetation Water Content: A Synthesis Study.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

Mapping Flooded Rice Paddies Using Time Series of MODIS Imagery in the Krishna River Basin, India.
Remote. Sens., 2015

Effect of Land-Cover Type on the SMAP Active/Passive Soil Moisture Downscaling Algorithm Performance.
IEEE Geosci. Remote. Sens. Lett., 2015

2014
Sensitivity of L-Band Radar Backscatter to Forest Biomass in Semiarid Environments: A Comparative Analysis of Parametric and Nonparametric Models.
IEEE Trans. Geosci. Remote. Sens., 2014

Toward Vicarious Calibration of Microwave Remote-Sensing Satellites in Arid Environments.
IEEE Trans. Geosci. Remote. Sens., 2014

The Soil Moisture Active Passive Experiments (SMAPEx): Toward Soil Moisture Retrieval From the SMAP Mission.
IEEE Trans. Geosci. Remote. Sens., 2014

Evaluation of IEM, Dubois, and Oh Radar Backscatter Models Using Airborne L-Band SAR.
IEEE Trans. Geosci. Remote. Sens., 2014

Can SMOS Data be Used Directly on the 15-km Discrete Global Grid?
IEEE Trans. Geosci. Remote. Sens., 2014

Foreword to the Special Issue on the 2013 IEEE International Geoscience and Remote Sensing Symposium.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

Dual-Polarization GNSS-R Interference Pattern Technique for Soil Moisture Mapping.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

Forest Biomass Estimation at High Spatial Resolution: Radar Versus Lidar Sensors.
IEEE Geosci. Remote. Sens. Lett., 2014

Similarities Between Spaceborne Active and Airborne Passive Microwave Observations at 1 km Resolution.
IEEE Geosci. Remote. Sens. Lett., 2014

Effective LAI and CHP of a Single Tree From Small-Footprint Full-Waveform LiDAR.
IEEE Geosci. Remote. Sens. Lett., 2014

Improving the Accuracy of Soil Moisture Retrievals Using the Phase Difference of the Dual-Polarization GNSS-R Interference Patterns.
IEEE Geosci. Remote. Sens. Lett., 2014

The dual polarization GNSS-R interference pattern technique.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

The light airborne reflectometer for GNSS-R observations (LARGO) instrument: Initial results from airborne and Rover field campaigns.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

2013
Airborne forest monitoring during SMAPEx-3 campaign.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Estimation of forest biomass from L-band polarimetric decomposition components.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Soil moisture maps from time series of PALSAR-1 scansar data over Australia.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Sensitivity of TerraSAR-X-band data to surface parameters in bare agricultural areas.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Preliminary leaf area index estimates from airborne small footprint full-waveform LiDAR data.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

2012
Wheat Canopy Structure and Surface Roughness Effects on Multiangle Observations at L-Band.
IEEE Trans. Geosci. Remote. Sens., 2012

Disaggregation of SMOS Soil Moisture in Southeastern Australia.
IEEE Trans. Geosci. Remote. Sens., 2012

Multidimensional Disaggregation of Land Surface Temperature Using High-Resolution Red, Near-Infrared, Shortwave-Infrared, and Microwave-L Bands.
IEEE Trans. Geosci. Remote. Sens., 2012

Soil Salinity Impacts on L-Band Remote Sensing of Soil Moisture.
IEEE Geosci. Remote. Sens. Lett., 2012

An airborne simulation of the SMAP data stream.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

COSMO-SkyMed multi-temporal data for land cover classification and soil moisture retrieval over an agricultural site in Southern Australia.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011
Downscaling SMOS-Derived Soil Moisture Using MODIS Visible/Infrared Data.
IEEE Trans. Geosci. Remote. Sens., 2011

Sensitivity of Passive Microwave Observations to Soil Moisture and Vegetation Water Content: L-Band to W-Band.
IEEE Trans. Geosci. Remote. Sens., 2011

On the Airborne Spatial Coverage Requirement for Microwave Satellite Validation.
IEEE Geosci. Remote. Sens. Lett., 2011

2010
Validation of the ASAR Global Monitoring Mode Soil Moisture Product Using the NAFE'05 Data Set.
IEEE Trans. Geosci. Remote. Sens., 2010

Use of Soil Moisture Variability in Artificial Neural Network Retrieval of Soil Moisture.
Remote. Sens., 2010

2009
Using Passive Microwave Response to Soil Moisture Change for Soil Mapping: A Case Study for the Livingstone Creek Catchment.
IEEE Geosci. Remote. Sens. Lett., 2009

Improved Understanding of Soil Surface Roughness Parameterization for L-Band Passive Microwave Soil Moisture Retrieval.
IEEE Geosci. Remote. Sens. Lett., 2009

An Assessment of QuikSCAT Ku-Band Scatterometer Data for Soil Moisture Sensitivity.
IEEE Geosci. Remote. Sens. Lett., 2009

Assessing the SMOS Soil Moisture Retrieval Parameters With High-Resolution NAFE'06 Data.
IEEE Geosci. Remote. Sens. Lett., 2009

Parameterization of the Land Parameter Retrieval Model for L-Band Observations Using the NAFE'05 Data Set.
IEEE Geosci. Remote. Sens. Lett., 2009

2008
The NAFE'05/CoSMOS Data Set: Toward SMOS Soil Moisture Retrieval, Downscaling, and Assimilation.
IEEE Trans. Geosci. Remote. Sens., 2008

A Simple Method to Disaggregate Passive Microwave-Based Soil Moisture.
IEEE Trans. Geosci. Remote. Sens., 2008

Comparison of Microwave and Infrared Land Surface Temperature Products Over the NAFE'06 Research Sites.
IEEE Geosci. Remote. Sens. Lett., 2008

KU-Band Sensitivity to Soil Moisture. An Evaluation Study for Monitoring Temporal Soil Moisture Change Detection Over the NAFE06 Study Area.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Input Pattern According to Standard Deviation of Backpropagation Neural Network: Influence on Accuracy of Soil Moisture Retrieval.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Explicit Inverse of Soil Moisture Retrieval with an Artificial Neural Network Using Passive Microwave Remote Sensing Data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

2007

2006
A method for retrieving high-resolution surface soil moisture from hydros L-band radiometer and Radar observations.
IEEE Trans. Geosci. Remote. Sens., 2006

2003
Importance of soil moisture measurements for inferring parameters in hydrologic models of low-yielding ephemeral catchments.
Environ. Model. Softw., 2003

2001
A methodology for surface soil moisture and vegetation optical depth retrieval using the microwave polarization difference index.
IEEE Trans. Geosci. Remote. Sens., 2001


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