Heather McNairn
Orcid: 0000-0003-1006-0018
According to our database1,
Heather McNairn
authored at least 93 papers
between 1997 and 2023.
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Bibliography
2023
IEEE Geosci. Remote. Sens. Lett., 2023
Proceedings of the 24th International Conference on Digital Signal Processing, 2023
2022
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022
Gaussian Process Regression Model for Crop Biophysical Parameter Retrieval from Multi-Polarized C-Band SAR Data.
Remote. Sens., 2022
A Meta-Analysis of Remote Sensing Technologies and Methodologies for Crop Characterization.
Remote. Sens., 2022
IEEE Geosci. Remote. Sens. Lett., 2022
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
2021
A Comparison between Support Vector Machine and Water Cloud Model for Estimating Crop Leaf Area Index.
Remote. Sens., 2021
Crop Biomass Mapping Based on Ecosystem Modeling at Regional Scale Using High Resolution Sentinel-2 Data.
Remote. Sens., 2021
Unsupervised Classification of Crop Growth Stages with Scattering Parameters from Dual-Pol Sentinel-1 SAR Data.
Remote. Sens., 2021
BiophyNet: A Regression Network for Joint Estimation of Plant Area Index and Wet Biomass From SAR Data.
IEEE Geosci. Remote. Sens. Lett., 2021
Soil moisture retrieval over a site of intensive agricultural production using airborne radiometer data.
Int. J. Appl. Earth Obs. Geoinformation, 2021
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
2020
IEEE Trans. Geosci. Remote. Sens., 2020
Evaluation of SMAP Core Validation Site Representativeness Errors Using Dense Networks of In Situ Sensors and Random Forests.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020
Assessing Soil Cover Levels during the Non-Growing Season Using Multitemporal Satellite Imagery and Spectral Unmixing Techniques.
Remote. Sens., 2020
Using Artificial Neural Networks and Remotely Sensed Data to Evaluate the Relative Importance of Variables for Prediction of Within-Field Corn and Soybean Yields.
Remote. Sens., 2020
In-season crop classification using elements of the Kennaugh matrix derived from polarimetric RADARSAT-2 SAR data.
Int. J. Appl. Earth Obs. Geoinformation, 2020
Vegetation Monitoring Using a New Dual-Pol Radar Vegetation Index: A Preliminary Study with Simulated NASA-ISRO SAR (NISAR) L-Band Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
2019
Remote. Sens., 2019
Mid-season Crop Classification Using Dual-, Compact-, and Full-Polarization in Preparation for the Radarsat Constellation Mission (RCM).
Remote. Sens., 2019
A Generalized Volume Scattering Model-Based Vegetation Index From Polarimetric SAR Data.
IEEE Geosci. Remote. Sens. Lett., 2019
Joint estimation of Plant Area Index (PAI) and wet biomass in wheat and soybean from C-band polarimetric SAR data.
Int. J. Appl. Earth Obs. Geoinformation, 2019
An investigation of inversion methodologies to retrieve the leaf area index of corn from C-band SAR data.
Int. J. Appl. Earth Obs. Geoinformation, 2019
Synthetic aperture radar and optical satellite data for estimating the biomass of corn.
Int. J. Appl. Earth Obs. Geoinformation, 2019
Quad and compact multitemporal C-band PolSAR observations for crop characterization and monitoring.
Int. J. Appl. Earth Obs. Geoinformation, 2019
A Method for Assessing SMAP Core Validation Site Scaling Bias Using Enhanced Sampling and Random Forests.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Crop Phenology Retrieval from Polarimetric Decomposition and Random Forest Algorithm During Smapvex16-Mb Campaign.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Using Dense Time-Series of C-Band Sar Imagery for Classification of Diverse, Worldwide Agricultural Systems.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Compact Polarimetry for Agricultural Mapping and Inventory: Preparation for Radarsat Constellation Mission.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Retrieval of Crop Biophysical Parameters Using C-Band: Preparing for the Radarsat-Constellation.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Comparison of Machine Learning Algorithms and Water Cloud Model for Leaf Area Index Estimation Over Corn Fields.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Validation and Comparison of Cropland Leaf Area Index Retrievals from Sentinel-2/MSI Data Using Sl2P Processor and Vegetation Indices Models.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Crop Phenology Classification Using A Representation Learning Network From Sentinel-1 SAR Data.
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
Corrections to "Image Classification Using RapidEye Data: Integration of Spectral and Textual Features in a Random Forest Classifier".
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018
Histogram-based spatio-temporal feature classification of vegetation indices time-series for crop mapping.
Int. J. Appl. Earth Obs. Geoinformation, 2018
SAR Speckle Filtering and Agriculture Field Size: Development of SAR Data Processing Best Practices for the JECAM SAR Inter-Comparison Experiment.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Retrieval of Field-Scale Soil Moisture Using Compact Polarimetry: Preparing for the Radarsat-Constellation.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Crop Biophysical Parameters Estimation with a Multi-Target Inversion Scheme using the Sentinel-1 SAR Data.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Contributions of Geophysical and C-Band SAR Data for Estimation of Field Scale Soil Moisture.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
2017
Image Classification Using RapidEye Data: Integration of Spectral and Textual Features in a Random Forest Classifier.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017
Temporal Response of Scattering From Crops for Transmitted Ellipticity Variation in Simulated Compact-Pol SAR Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017
A particle swarm optimized kernel-based clustering method for crop mapping from multi-temporal polarimetric L-band SAR observations.
Int. J. Appl. Earth Obs. Geoinformation, 2017
Using multi-polarization C- and L-band synthetic aperture radar to estimate biomass and soil moisture of wheat fields.
Int. J. Appl. Earth Obs. Geoinformation, 2017
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Soil moisture retrieval with airborne PALS instrument over agricultural areas in SMAPVEX16.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
2016
IEEE Trans. Geosci. Remote. Sens., 2016
Satellite surface soil moisture from SMOS and Aquarius: Assessment for applications in agricultural landscapes.
Int. J. Appl. Earth Obs. Geoinformation, 2016
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
2015
The Soil Moisture Active Passive Validation Experiment 2012 (SMAPVEX12): Prelaunch Calibration and Validation of the SMAP Soil Moisture Algorithms.
IEEE Trans. Geosci. Remote. Sens., 2015
The Impact of National Land Cover and Soils Data on SMOS Soil Moisture Retrieval Over Canadian Agricultural Landscapes.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015
Comparison of Airborne Passive and Active L-Band System (PALS) Brightness Temperature Measurements to SMOS Observations During the SMAP Validation Experiment 2012 (SMAPVEX12).
IEEE Geosci. Remote. Sens. Lett., 2015
Assessment of RapidEye vegetation indices for estimation of leaf area index and biomass in corn and soybean crops.
Int. J. Appl. Earth Obs. Geoinformation, 2015
2014
RADARSAT-2 Polarimetric SAR Response to Crop Biomass for Agricultural Production Monitoring.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
Int. J. Appl. Earth Obs. Geoinformation, 2014
A bootstrap method for assessing classification accuracy and confidence for agricultural land use mapping in Canada.
Int. J. Appl. Earth Obs. Geoinformation, 2014
Multi-temporal full polarimetry L-band SAR data classification for agriculture land cover mapping.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
2013
Canadian Experiment for Soil Moisture in 2010 (CanEx-SM10): Overview and Preliminary Results.
IEEE Trans. Geosci. Remote. Sens., 2013
IEEE Trans. Geosci. Remote. Sens., 2013
2012
Monitoring Soil Moisture to Support Risk Reduction for the Agriculture Sector Using RADARSAT-2.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012
Sensitivity analysis of compact polarimetry parameters to crop growth using simulated RADARSAT-2 SAR data.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
2011
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2011
Monitoring soil moisture to support risk reduction for the agriculture sector using RADARSAT-2.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
2010
Potential of mapping soil moisture by combining radar backscatter modeling and PolSAR decomposition.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
2009
The Contribution of ALOS PALSAR Multipolarization and Polarimetric Data to Crop Classification.
IEEE Trans. Geosci. Remote. Sens., 2009
Integration of RADARSAT-2 ScanSAR and AWiFS for Operational Agricultural Land Use Monitoring over the Canadian Prairies.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
2008
Contribution of Multi-Frequency, Multi-Sensor, and Multi-Temporal Radar Data to Operational Annual Crop Mapping.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
2007
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007
2005
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005
Estimates of bare soil surface parameters from multi-polarization and multi-angle SAR data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005
2004
A national inventory of land management practices: estimating soil conservation practices using optical and radar imagery.
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004
2003
Senescent vegetation and crop residue mapping in agricultural lands using artificial neutral networks and hyperspectral remote sensing.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003
2002
RADARSAT-2; are its technical capabilities expected to provide potential for remote sensing applications ?
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002
1997
First order surface roughness correction of active microwave observations for estimating soil moisture.
IEEE Trans. Geosci. Remote. Sens., 1997