Jiali Shang
Orcid: 0000-0001-9114-1500
According to our database1,
Jiali Shang
authored at least 78 papers
between 2002 and 2023.
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Bibliography
2023
Study of Genetic Variation in Bermuda Grass along Longitudinal and Latitudinal Gradients Using Spectral Reflectance.
Remote. Sens., February, 2023
Angular Effect Correction for Improved LAI and FVC Retrieval Using GF-1 Wide Field View Data.
IEEE Trans. Geosci. Remote. Sens., 2023
2022
Soil Moisture Retrieval Using SAR Backscattering Ratio Method during the Crop Growing Season.
Remote. Sens., 2022
Crop Classification Based on the Physically Constrained General Model-Based Decomposition Using Multi-Temporal RADARSAT-2 Data.
Remote. Sens., 2022
Superpixel-Based Cropland Classification of SAR Image With Statistical Texture and Polarization Features.
IEEE Geosci. Remote. Sens. Lett., 2022
Applying convolutional neural networks for detecting wheat stripe rust transmission centers under complex field conditions using RGB-based high spatial resolution images from UAVs.
Comput. Electron. Agric., 2022
Observed strong atmospheric water constraints on forest photosynthesis using eddy covariance and satellite-based data across the Northern Hemisphere.
Int. J. Appl. Earth Obs. Geoinformation, 2022
Partitioning of three phenology rhythms in American tropical and subtropical forests using remotely sensed solar-induced chlorophyll fluorescence and field litterfall observations.
Int. J. Appl. Earth Obs. Geoinformation, 2022
2021
Retrieving Soil Moisture Over Soybean Fields During Growing Season Through Polarimetric Decomposition.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
Estimating Soil Moisture Over Winter Wheat Fields During Growing Season Using Machine-Learning Methods.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
Crop Height Estimation of Corn from Multi-Year RADARSAT-2 Polarimetric Observables Using Machine Learning.
Remote. Sens., 2021
Crop Monitoring and Classification Using Polarimetric RADARSAT-2 Time-Series Data Across Growing Season: A Case Study in Southwestern Ontario, Canada.
Remote. Sens., 2021
UAV- and Machine Learning-Based Retrieval of Wheat SPAD Values at the Overwintering Stage for Variety Screening.
Remote. Sens., 2021
Modeling the Spatial Dynamics of Soil Organic Carbon Using Remotely-Sensed Predictors in Fuzhou City, China.
Remote. Sens., 2021
Crop Biomass Mapping Based on Ecosystem Modeling at Regional Scale Using High Resolution Sentinel-2 Data.
Remote. Sens., 2021
Remote. Sens., 2021
Comput. Electron. Agric., 2021
Simultaneous measurements of corn leaf area index and mean tilt angle from multi-directional sunlit and shaded fractions using downward-looking photography.
Comput. Electron. Agric., 2021
Investigating the impact of classification features and classifiers on crop mapping performance in heterogeneous agricultural landscapes.
Int. J. Appl. Earth Obs. Geoinformation, 2021
Automated delineation of agricultural field boundaries from Sentinel-2 images using recurrent residual U-Net.
Int. J. Appl. Earth Obs. Geoinformation, 2021
2020
Estimating Effective Leaf Area Index of Winter Wheat Using Simulated Observation on Unmanned Aerial Vehicle-Based Point Cloud Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020
Crop Yield Estimation in the Canadian Prairies Using Terra/MODIS-Derived Crop Metrics.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020
Foreword to the Special Issue on Digital Innovations in Agriculture Research and Applications.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020
Generating Time-Series LAI Estimates of Maize Using Combined Methods Based on Multispectral UAV Observations and WOFOST Model.
Sensors, 2020
Assessment of Cornfield LAI Retrieved from Multi-Source Satellite Data Using Continuous Field LAI Measurements Based on a Wireless Sensor Network.
Remote. Sens., 2020
A New Approach for Estimating Soil Salinity Using A Low-Cost Soil Sensor In Situ: A Case Study in Saline Regions of China's East Coast.
Remote. Sens., 2020
Using UAV-Based SOPC Derived LAI and SAFY Model for Biomass and Yield Estimation of Winter Wheat.
Remote. Sens., 2020
Detection of Crop Seeding and Harvest through Analysis of Time-Series Sentinel-1 Interferometric SAR Data.
Remote. Sens., 2020
Remote. Sens., 2020
Synergistic Use of Multi-Temporal RADARSAT-2 and VENµS Data for Crop Classification Based on 1D Convolutional Neural Network.
Remote. Sens., 2020
Using Machine Learning for Estimating Rice Chlorophyll Content from In Situ Hyperspectral Data.
Remote. Sens., 2020
Assessing factors impacting the spatial discrepancy of remote sensing based cropland products: A case study in Africa.
Int. J. Appl. Earth Obs. Geoinformation, 2020
2019
Improving Soil Available Nutrient Estimation by Integrating Modified WOFOST Model and Time-Series Earth Observations.
IEEE Trans. Geosci. Remote. Sens., 2019
Coupling Hyperspectral Remote Sensing Data with a Crop Model to Study Winter Wheat Water Demand.
Remote. Sens., 2019
Retrieving Surface Soil Moisture over Wheat and Soybean Fields during Growing Season Using Modified Water Cloud Model from Radarsat-2 SAR Data.
Remote. Sens., 2019
On the Use of Neumann Decomposition for Crop Classification Using Multi-Temporal RADARSAT-2 Polarimetric SAR Data.
Remote. Sens., 2019
Bibliometric Analysis of Remote Sensing Research Trend in Crop Growth Monitoring: A Case Study in China.
Remote. Sens., 2019
Field-Scale Rice Yield Estimation Using Sentinel-1A Synthetic Aperture Radar (SAR) Data in Coastal Saline Region of Jiangsu Province, China.
Remote. Sens., 2019
Crop Yield Estimation Using Time-Series MODIS Data and the Effects of Cropland Masks in Ontario, Canada.
Remote. Sens., 2019
Geographically Weighted Regression Effects on Soil Zinc Content Hyperspectral Modeling by Applying the Fractional-Order Differential.
Remote. Sens., 2019
Field-Scale Crop Seeding Date Estimation from MODIS Data and Growing Degree Days in Manitoba, Canada.
Remote. Sens., 2019
Assessment of Portable Chlorophyll Meters for Measuring Crop Leaf Chlorophyll Concentration.
Remote. Sens., 2019
2018
Retrieving Leaf and Canopy Water Content of Winter Wheat Using Vegetation Water Indices.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 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
Histogram-based spatio-temporal feature classification of vegetation indices time-series for crop mapping.
Int. J. Appl. Earth Obs. Geoinformation, 2018
Using a Modified Water Cloud Model to Retrive Leaf Area Index (LAI) from Radarsat-2 SAR Data Over an Agriculture Area.
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
Deriving Maximum Light Use Efficiency From Crop Growth Model and Satellite Data to Improve Crop Biomass Estimation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017
A Spatio-Temporal Data Fusion Model for Generating NDVI Time Series in Heterogeneous Regions.
Remote. Sens., 2017
A New Regionalization Scheme for Effective Ecological Restoration on the Loess Plateau in China.
Remote. Sens., 2017
A simple target scattering model with geometric features on crop characterization using polsar data.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
2016
An Integrated Surface Parameter Inversion Scheme Over Agricultural Fields at Early Growing Stages by Means of C-Band Polarimetric RADARSAT-2 Imagery.
IEEE Trans. Geosci. Remote. Sens., 2016
Assessing the Impact of Climate Variability on Cropland Productivity in the Canadian Prairies Using Time Series MODIS FAPAR.
Remote. Sens., 2016
An Adaptive Two-Component Model-Based Decomposition on Soil Moisture Estimation for C-Band RADARSAT-2 Imagery Over Wheat Fields at Early Growing Stages.
IEEE Geosci. Remote. Sens. Lett., 2016
Estimating winter wheat biomass by assimilating leaf area index derived from fusion of Landsat-8 and MODIS data.
Int. J. Appl. Earth Obs. Geoinformation, 2016
Monitoring soil moisture over wheat and soybean fields during growing season using synthetic aperture radar.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Estimation of crop yield in regions with mixed crops using different cropland masks and time-series MODIS data.
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
Evaluation of Chlorophyll-Related Vegetation Indices Using Simulated Sentinel-2 Data for Estimation of Crop Fraction of Absorbed Photosynthetically Active Radiation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015
Spatial relationship-assisted classification from high-resolution remote sensing imagery.
Int. J. Digit. Earth, 2015
Surface parameter inversion scheme over agricultural fields with crop residues and under low vegetation cover from RADARSAT-2 imagery.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
2014
RADARSAT-2 Polarimetric SAR Response to Crop Biomass for Agricultural Production Monitoring.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
Multi-Temporal Polarimetric RADARSAT-2 for Land Cover Monitoring in Northeastern Ontario, Canada.
Remote. Sens., 2014
Agricultural Monitoring in Northeastern Ontario, Canada, Using Multi-Temporal Polarimetric RADARSAT-2 Data.
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
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
Study of Rice Identification during Early Season Using Multi-polarization TerraSAR-X Data.
Proceedings of the Computer and Computing Technologies in Agriculture VII, 2013
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
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
2002
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002