A Combination of PROBA-V/MODIS-Based Products with Sentinel-1 SAR Data for Detecting Wet and Dry Snow Cover in Mountainous Areas

A Combination of PROBA-V/MODIS-Based Products with Sentinel-1 SAR Data for Detecting Wet and Dry Snow Cover in Mountainous Areas

In the present study, we explore the value of employing both vegetation indexes as well as land surface temperature derived from Project for On-Board Autonomy—Vegetation (PROBA-V) and Moderate Resolution Imaging Spectroradiometer (MODIS) sensors, respectively, to support the detection of t...

Full description

Bibliographic Details
Main Authors:	Ya-Lun S. Tsai, Andreas Dietz, Natascha Oppelt, Claudia Kuenzer
Format:	Article
Language:	English
Published:	MDPI AG 2019-08-01
Series:	Remote Sensing
Subjects:	Synthetic aperture radar InSAR PolSAR backscatter machine learning snow cover area land use land cover Sentinel-2 Landsat
Online Access:	https://www.mdpi.com/2072-4292/11/16/1904

Similar Items

Wet and Dry Snow Detection Using Sentinel-1 SAR Data for Mountainous Areas with a Machine Learning Technique
by: Ya-Lun S. Tsai, et al.
Published: (2019-04-01)

Remote Sensing of Snow Cover Using Spaceborne SAR: A Review
by: Ya-Lun S. Tsai, et al.
Published: (2019-06-01)

PolSAR Image Land Cover Classification Based on Hierarchical Capsule Network
by: Jianda Cheng, et al.
Published: (2021-08-01)

The Impact of Phenological Developments on Interferometric and Polarimetric Crop Signatures Derived from Sentinel-1: Examples from the DEMMIN Study Site (Germany)
by: Johannes Löw, et al.
Published: (2021-07-01)

On The Estimation of Temporal Changes of Snow Water Equivalent by Spaceborne Sar Interferometry: A New Application for the Sentinel-1 Mission
by: Conde Vasco, et al.
Published: (2019-03-01)

Critical analysis of classification techniques for polarimetric synthetic aperture radar data
by: Vikas Mittal, et al.
Published: (2016-04-01)

On the Value of Sentinel-1 InSAR Coherence Time-Series for Vegetation Classification
by: Tina Nikaein, et al.
Published: (2021-08-01)

Land Cover Characterization and Classification of Arctic Tundra Environments by Means of Polarized Synthetic Aperture X- and C-Band Radar (PolSAR) and Landsat 8 Multispectral Imagery — Richards Island, Canada
by: Tobias Ullmann, et al.
Published: (2014-09-01)

European Snow Cover Characteristics between 2000 and 2011 Derived from Improved MODIS Daily Snow Cover Products
by: Claudia Kuenzer, et al.
Published: (2012-08-01)

Estimating Fractional Snow Cover in Open Terrain from Sentinel-2 Using the Normalized Difference Snow Index
by: Simon Gascoin, et al.
Published: (2020-09-01)

Land Cover Mapping Using Sentinel-1 SAR Satellite Imagery of Lagos State for 2017
by: Esther O. Makinde, et al.
Published: (2018-10-01)

Recent Trend and Advance of Synthetic Aperture Radar with Selected Topics
by: Kazuo Ouchi
Published: (2013-02-01)

Land Cover Classification with GF-3 Polarimetric Synthetic Aperture Radar Data by Random Forest Classifier and Fast Super-Pixel Segmentation
by: Yuyuan Fang, et al.
Published: (2018-06-01)

Sentinel-1 InSAR Coherence for Land Cover Mapping: A Comparison of Multiple Feature-Based Classifiers
by: Alexander W. Jacob, et al.
Published: (2020-01-01)

Analyses of Time Series InSAR Signatures for Land Cover Classification: Case Studies over Dense Forestry Areas with L-Band SAR Images
by: Hye-Won Yun, et al.
Published: (2019-06-01)

Investigating the Impact of Digital Elevation Models on Sentinel-1 Backscatter and Coherence Observations
by: Ignacio Borlaf-Mena, et al.
Published: (2020-09-01)

Monitoring Wet Snow Over an Alpine Region Using Sentinel-1 Observations
by: Fatima Karbou, et al.
Published: (2021-01-01)

Supervised PolSAR Image Classification with Multiple Features and Locally Linear Embedding
by: Qiang Zhang, et al.
Published: (2018-09-01)

3D Monitoring of Buildings Using TerraSAR-X InSAR, DInSAR and PolSAR Capacities
by: Flora Weissgerber, et al.
Published: (2017-09-01)

Comparative Assessment of Machine Learning Methods for Urban Vegetation Mapping Using Multitemporal Sentinel-1 Imagery
by: Mateo Gašparović, et al.
Published: (2020-06-01)

Woodland Extraction from High-Resolution CASMSAR Data Based on Dempster-Shafer Evidence Theory Fusion
by: Lijun Lu, et al.
Published: (2015-04-01)

Urban Land Use and Land Cover Classification Using Multisource Remote Sensing Images and Social Media Data
by: Yan Shi, et al.
Published: (2019-11-01)

Recent Ground Subsidence in the North China Plain, China, Revealed by Sentinel-1A Datasets
by: Min Shi, et al.
Published: (2020-10-01)

Sensitivity Analysis of Multi-Temporal Sentinel-1 SAR Parameters to Crop Height and Canopy Coverage
by: Rouhollah Nasirzadehdizaji, et al.
Published: (2019-02-01)

Snow Cover Maps from MODIS Images at 250 m Resolution, Part 2: Validation
by: Marc Zebisch, et al.
Published: (2013-03-01)

Multi-temporal and Dual-polarization Interferometric SAR for Land Cover Type Classification
by: WANG Xinshuang, et al.
Published: (2015-05-01)

Approaches for land cover monitoring over Europe based on backscatter and coherence properties of Envisat and ERS SAR data
by: Kyriakos Ntouanoglou, et al.
Published: (2018-12-01)

Investigating the potential use of Sentinel-1 data for monitoring wetland water level changes in China’s Momoge National Nature Reserve
by: Yueqing Chen, et al.
Published: (2020-02-01)

Cross-Country Assessment of H-SAF Snow Products by Sentinel-2 Imagery Validated against In-Situ Observations and Webcam Photography
by: Gaia Piazzi, et al.
Published: (2019-03-01)

Characteristics of Surface Deformation in Lanzhou with Sentinel-1A TOPS
by: Yi He, et al.
Published: (2020-03-01)

Superpixel Segmentation of Polarimetric Synthetic Aperture Radar (SAR) Images Based on Generalized Mean Shift
by: Fengkai Lang, et al.
Published: (2018-10-01)

Mapping and Monitoring Urban Environment through Sentinel-1 SAR Data: A Case Study in the Veneto Region (Italy)
by: Andrea Semenzato, et al.
Published: (2020-06-01)

Comparison of PolSAR Surface Measurements From Underground Chemical Explosions to Recorded and Predicted Surface Ground Motion
by: David A. Yocky, et al.
Published: (2021-01-01)

Mapping Plantations in Myanmar by Fusing Landsat-8, Sentinel-2 and Sentinel-1 Data along with Systematic Error Quantification
by: Ate Poortinga, et al.
Published: (2019-04-01)

Estimating Snow Depth Using Multi-Source Data Fusion Based on the D-InSAR Method and 3DVAR Fusion Algorithm
by: Yang Liu, et al.
Published: (2017-11-01)

Assimilation of MODIS Snow Cover Fraction Observations into the NASA Catchment Land Surface Model
by: Ally M. Toure, et al.
Published: (2018-02-01)

Prediction of Active Microwave Backscatter Over Snow-Covered Terrain Across Western Colorado Using a Land Surface Model and Support Vector Machine Regression
by: Jongmin Park, et al.
Published: (2021-01-01)

Flood Extent Mapping in the Caprivi Floodplain Using Sentinel-1 Time Series
by: Tsitsi Bangira, et al.
Published: (2021-01-01)

Assessment of Snow Status Changes Using L-HH Temporal-Coherence Components at Mt. Dagu, China
by: Yong Wang, et al.
Published: (2015-09-01)

A Rapidly Assessed Wetland Stress Index (RAWSI) Using Landsat 8 and Sentinel-1 Radar Data
by: Matthew Walter, et al.
Published: (2019-10-01)