Radar Backscatter | List of Frontiers open access articles

Original Research

Published on 30 Jan 2020

Toward Operational Mapping of Woody Canopy Cover in Tropical Savannas Using Google Earth Engine

in Land Use Dynamics

Julius Y. Anchang
Lara Prihodko
Wenjie Ji
Sanath S. Kumar
C. Wade Ross
Qiuyan Yu
Brianna Lind
Mamadou A. Sarr
Abdoul A. Diouf
Niall P. Hanan

Frontiers in Environmental Science

doi 10.3389/fenvs.2020.00004

12,048 views
52 citations

Original Research

Published on 26 Jan 2026

On demand machine learning-driven surface freeze-thaw retrieval across Canadian agricultural regions using Sentinel-1 SAR data

in Microwave Remote Sensing

Shahabeddin Taghipourjavi
Christophe Kinnard
Alexandre Roy

Frontiers in Remote Sensing

doi 10.3389/frsen.2025.1728399

838 views

Original Research

Published on 23 Apr 2021

Using Generalized Regression Neural Network to Retrieve Bare Surface Soil Moisture From Radarsat-2 Backscatter Observations, Regardless of Roughness Effect

in Environmental Informatics and Remote Sensing

Ling Zeng
Quanming Liu
Linhai Jing
Ling Lan
Jun Feng

Frontiers in Earth Science

doi 10.3389/feart.2021.657206

3,270 views
6 citations

Original Research

Published on 10 Aug 2022

Combining L-band Synthetic Aperture Radar backscatter and TanDEM-X canopy height for forest aboveground biomass estimation

in Forest Disturbance

Unmesh Khati
Gulab Singh

Frontiers in Forests and Global Change

doi 10.3389/ffgc.2022.918408

4,369 views
10 citations

Original Research

Published on 13 Apr 2021

Mapping Spatial Distribution and Biomass of Intertidal Ulva Blooms Using Machine Learning and Earth Observation

in Marine Ecosystem Ecology

Sita Karki
Ricardo Bermejo
Robert Wilkes
Michéal Mac Monagail
Eve Daly
Mark Healy
Jenny Hanafin
Alastair McKinstry
Per-Erik Mellander
Owen Fenton

Frontiers in Marine Science

doi 10.3389/fmars.2021.633128

8,193 views
21 citations

Original Research

Published on 04 Sep 2023

Monitoring of deforestation events in the tropics using multidimensional features of Sentinel 1 radar data

in Forest Disturbance

Chuanwu Zhao
Yaozhong Pan
Xiufang Zhu
Le Li
Xingsheng Xia
Shoujia Ren
Yuan Gao

Frontiers in Forests and Global Change

doi 10.3389/ffgc.2023.1257806

6,036 views
10 citations

Articles

Toward Operational Mapping of Woody Canopy Cover in Tropical Savannas Using Google Earth Engine

On demand machine learning-driven surface freeze-thaw retrieval across Canadian agricultural regions using Sentinel-1 SAR data

Using Generalized Regression Neural Network to Retrieve Bare Surface Soil Moisture From Radarsat-2 Backscatter Observations, Regardless of Roughness Effect

Combining L-band Synthetic Aperture Radar backscatter and TanDEM-X canopy height for forest aboveground biomass estimation

Mapping Spatial Distribution and Biomass of Intertidal Ulva Blooms Using Machine Learning and Earth Observation

Monitoring of deforestation events in the tropics using multidimensional features of Sentinel 1 radar data