Combining Machine Learning and Compact Polarimetry for Estimating Soil Moisture from C-Band SAR Data
Published 2019 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Combining Machine Learning and Compact Polarimetry for Estimating Soil Moisture from C-Band SAR Data
Authors
Keywords
-
Journal
Remote Sensing
Volume 11, Issue 20, Pages 2451
Publisher
MDPI AG
Online
2019-10-23
DOI
10.3390/rs11202451
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Comparative Analysis of High-Resolution Soil Moisture Simulations from the Soil, Vegetation, and Snow (SVS) Land Surface Model Using SAR Imagery Over Bare Soil
- (2019) Mohammed Dabboor et al. Water
- SIMULATING C‐BAND SAR FOOTPRINT SCALE BACKSCATTER OVER AGRICULTURAL AREA WITH A PHYSICAL LAND SURFACE MODEL
- (2019) Leqiang Sun et al. WATER RESOURCES RESEARCH
- Synthetic Aperture Radar (SAR) Compact Polarimetry for Soil Moisture Retrieval
- (2019) Amine Merzouki et al. Remote Sensing
- Polarimetric Radar Vegetation Index for Biomass Estimation in Desert Fringe Ecosystems
- (2018) Jisung Geba Chang et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- On the synergy of SMAP, AMSR2 AND SENTINEL-1 for retrieving soil moisture
- (2018) E. Santi et al. International Journal of Applied Earth Observation and Geoinformation
- Toward Global Soil Moisture Monitoring With Sentinel-1: Harnessing Assets and Overcoming Obstacles
- (2018) IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Soil Moisture Estimation Using Hybrid Polarimetric SAR Data of RISAT-1
- (2016) G. G. Ponnurangam et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Application of artificial neural networks for the soil moisture retrieval from active and passive microwave spaceborne sensors
- (2016) Emanuele Santi et al. International Journal of Applied Earth Observation and Geoinformation
- Estimation of Soil Moisture in Mountain Areas Using SVR Technique Applied to Multiscale Active Radar Images at C-Band
- (2015) Luca Pasolli et al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
- Soil Moisture Retrieval Using L-Band Radar Observations
- (2015) Parag S. Narvekar et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- The Soil Moisture Active Passive Validation Experiment 2012 (SMAPVEX12): Prelaunch Calibration and Validation of the SMAP Soil Moisture Algorithms
- (2015) Heather McNairn et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- A Prototype Software Package to Retrieve Soil Moisture From Sentinel-1 Data by Using a Bayesian Multitemporal Algorithm
- (2014) Nazzareno Pierdicca et al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
- Modeling and Interpretation of Scattering Mechanisms in Polarimetric Synthetic Aperture Radar: Advances and perspectives
- (2014) Si-Wei Chen et al. IEEE SIGNAL PROCESSING MAGAZINE
- A Bayesian Change Detection Approach for Retrieval of Soil Moisture Variations Under Different Roughness Conditions
- (2013) Claudia Notarnicola IEEE Geoscience and Remote Sensing Letters
- Soil moisture mapping using Sentinel-1 images: Algorithm and preliminary validation
- (2013) S. Paloscia et al. REMOTE SENSING OF ENVIRONMENT
- Towards sea ice classification using simulated RADARSAT Constellation Mission compact polarimetric SAR imagery
- (2013) M. Dabboor et al. REMOTE SENSING OF ENVIRONMENT
- Polarimetric RADARSAT-2 imagery for soil moisture retrieval in alpine areas
- (2012) L. Pasolli et al. CANADIAN JOURNAL OF REMOTE SENSING
- Sensitivity of Main Polarimetric Parameters of Multifrequency Polarimetric SAR Data to Soil Moisture and Surface Roughness Over Bare Agricultural Soils
- (2012) N. Baghdadi et al. IEEE Geoscience and Remote Sensing Letters
- A Potential Use for the C-Band Polarimetric SAR Parameters to Characterize the Soil Surface Over Bare Agriculture Fields
- (2012) Nicolas Baghdadi et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Them-chidecomposition of hybrid dual-polarimetric radar data with application to lunar craters
- (2012) R. Keith Raney et al. JOURNAL OF GEOPHYSICAL RESEARCH
- Compact polarimetry overview and applications assessment
- (2011) F. J. Charbonneau et al. CANADIAN JOURNAL OF REMOTE SENSING
- Compact Decomposition Theory
- (2011) S. R. Cloude et al. IEEE Geoscience and Remote Sensing Letters
- Dense Temporal Series of C- and L-band SAR Data for Soil Moisture Retrieval Over Agricultural Crops
- (2010) A Balenzano et al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
- Estimation of Soil Moisture and Faraday Rotation From Bare Surfaces Using Compact Polarimetry
- (2009) My-Linh Truong-Loi et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Potential of Estimating Soil Moisture Under Vegetation Cover by Means of PolSAR
- (2009) Irena Hajnsek et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- A Comparison of Algorithms for Retrieving Soil Moisture from ENVISAT/ASAR Images
- (2008) Simonetta Paloscia et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- On the relevance of using artificial neural networks for estimating soil moisture content
- (2008) Amin Elshorbagy et al. JOURNAL OF HYDROLOGY
- Microwave vegetation indices for short vegetation covers from satellite passive microwave sensor AMSR-E
- (2008) J SHI et al. REMOTE SENSING OF ENVIRONMENT
Create your own webinar
Interested in hosting your own webinar? Check the schedule and propose your idea to the Peeref Content Team.
Create NowAsk a Question. Answer a Question.
Quickly pose questions to the entire community. Debate answers and get clarity on the most important issues facing researchers.
Get Started