Sentinel-1 Imagery Used for Estimation of Soil Organic Carbon by Dual-Polarization SAR Vegetation Indices

Sentinel-1 Imagery Used for Estimation of Soil Organic Carbon by Dual-Polarization SAR Vegetation Indices

Despite optical remote sensing (and the spectral vegetation indices) contributions to digital soil-mapping studies of soil organic carbon (SOC), few studies have used active radar remote sensing mission data like that from synthetic aperture radar (SAR) sensors to predict SOC. Bearing in mind the im...

Full description

Bibliographic Details
Main Authors:	Erli Pinto dos Santos, Michel Castro Moreira, Elpídio Inácio Fernandes-Filho, José Alexandre M. Demattê, Emily Ane Dionizio, Demetrius David da Silva, Renata Ranielly Pedroza Cruz, Jean Michel Moura-Bueno, Uemeson José dos Santos, Marcos Heil Costa
Format:	Article
Language:	English
Published:	MDPI AG 2023-11-01
Series:	Remote Sensing
Subjects:	synthetic aperture radar machine learning Brazilian Cerrado digital soil mapping
Online Access:	https://www.mdpi.com/2072-4292/15/23/5464

Similar Items

Cost of charging for water use in the Brazilian Cerrado hydrographic basin
by: Kalesson Martins Alencar*, et al.
Published: (2018-11-01)

Optimizing Near Real-Time Detection of Deforestation on Tropical Rainforests Using Sentinel-1 Data
by: Juan Doblas, et al.
Published: (2020-11-01)

Automatic Open Water Flood Detection from Sentinel-1 Multi-Temporal Imagery
by: Ivana Hlaváčová, et al.
Published: (2021-12-01)

Teaching biogeographical concepts and conservation biogeography to Brazilian undergraduate students
by: Jose Paulo Leite Guadanucci, et al.
Published: (2013-07-01)

Estimating vegetation water content from Sentinel-1 C-band SAR data over savanna and grassland ecosystems
by: Paulo N Bernardino, et al.
Published: (2024-01-01)

Transcritical Flow and Generation of Internal Solitary Waves off the Amazon River: Synthetic Aperture Radar Observations and Interpretation
by: Carlos A.D. Lentini, et al.
Published: (2016-12-01)

A new species of Rhynchospora section Pluriflorae (Cyperaceae) from the southwestern edge of the Brazilian Amazon
by: Karina de Nazaré Lima ALVES, et al.
Published: (2023-10-01)

Synergy of Sentinel-1 and Sentinel-2 Imagery for Crop Classification Based on DC-CNN
by: Kaixin Zhang, et al.
Published: (2023-05-01)

Land Use Land Cover Classification with U-Net: Advantages of Combining Sentinel-1 and Sentinel-2 Imagery
by: Jonathan V. Solórzano, et al.
Published: (2021-09-01)

Phenotypic variability of fruits and seeds in natural populations of Hymenaea stigonocarpa (Mart. Ex Hayne)
by: Rodrigo Soares de Castro, et al.
Published: (2021-06-01)

Growth, Physiology and Nutrient Use Efficiency in <i>Eugenia dysenterica</i> DC under Varying Rates of Nitrogen and Phosphorus
by: Daniele Nogueira dos Reis, et al.
Published: (2020-06-01)

First host record of Epipompilus (Hymenoptera: Pompilidae) from Brazil and discussion of prey carriage mechanism
by: Bhrenno M. Trad, et al.
Published: (2018-12-01)

Automatic Grassland Cutting Status Detection in the Context of Spatiotemporal Sentinel-1 Imagery Analysis and Artificial Neural Networks
by: Alireza Taravat, et al.
Published: (2019-03-01)

Multipolarization Time Series of Sentinel-1 SAR Imagery to Analyze Variations of Reservoirs’ Water Body
by: Emanuele Ferrentino, et al.
Published: (2020-01-01)

Refrigerated storage of the fruits of the buriti (Mauritia flexuosa L.)
by: E. Fujita, et al.
Published: (2014-03-01)

Flavonoids from Brazilian Cerrado: Biosynthesis, Chemical and Biological Profile
by: Josana de Castro Peixoto, et al.
Published: (2019-08-01)

Machine Learning Applied to a Dual-Polarized Sentinel-1 Image for Wind Retrieval of Tropical Cyclones
by: Yuyi Hu, et al.
Published: (2023-08-01)

Discriminating treed and non-treed wetlands in boreal ecosystems using time series Sentinel-1 data
by: Zhan Li, et al.
Published: (2020-03-01)

Analysis Method for Determining Optimal Synthetic Aperture Time Using Estimated Range and Doppler Cone Angle at the Center of Synthetic Aperture Length
by: Min-Ji Kim, et al.
Published: (2023-05-01)

Levantamento florístico do estrato lenhoso das áreas mineradas no Distrito Federal Floristic survey of woody species in mined areas of Federal District, Brazil
by: Rodrigo Studart Corrêa, et al.
Published: (2007-12-01)

Understanding the Temporal Dynamics of Coherence and Backscattering Using Sentinel-1 Imagery for Crop-Type Mapping
by: Qinxin Zhao, et al.
Published: (2024-01-01)

Earthquake building damage detection based on synthetic-aperture-radar imagery and machine learning
by: Rao, Anirudh, et al.
Published: (2023)

An evaluation of Landsat, Sentinel-2, Sentinel-1 and MODIS data for crop type mapping
by: Xiao-Peng Song, et al.
Published: (2021-06-01)

Influence of Land Use and Land Cover on Hydraulic and Physical Soil Properties at the Cerrado Agricultural Frontier
by: Emily Ane Dionizio, et al.
Published: (2019-01-01)

The rapid soybean growth in Brazil
by: Cattelan Alexandre José, et al.
Published: (2018-01-01)

The Cheonji Lake GeoAI Dataset Based in Synthetic Aperture Radar Images: TerraSAR-X, Sentinel-1 and ALOS PALSAR-2
by: Eu-Ru Lee, et al.
Published: (2023-12-01)

On the identity of Oocephalus lythroides (Hyptidinae, Lamiaceae): a new combination in the genus Cantinoa
by: Arthur de Souza Soares, et al.
Published: (2022-09-01)

New and revised records of Tacinga from Goiás and Tocantins States, Brazil
by: Diego Rafael Gonzaga, et al.
Published: (2023-10-01)

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

Fusion of Multi-Temporal PAZ and Sentinel-1 Data for Crop Classification
by: Mario Busquier, et al.
Published: (2021-09-01)

Retrieval of High-Resolution Soil Moisture through Combination of Sentinel-1 and Sentinel-2 Data
by: Chunfeng Ma, et al.
Published: (2020-07-01)

First records of Symphyllophyton campos-portoi Gilg-Ben. (Gentianaceae) in Maranh&atilde;o and Tocantins states, Brazil
by: Maurício Santos da Silva, et al.
Published: (2020-09-01)

Refugee Camp Monitoring and Environmental Change Assessment of Kutupalong, Bangladesh, Based on Radar Imagery of Sentinel-1 and ALOS-2
by: Andreas Braun, et al.
Published: (2019-08-01)

Preliminary Assessment of Wind and Wave Retrieval from Chinese Gaofen-3 SAR Imagery
by: Weizeng Shao, et al.
Published: (2017-07-01)

Characterizing Snow Dynamics in Semi-Arid Mountain Regions with Multitemporal Sentinel-1 Imagery: A Case Study in the Sierra Nevada, Spain
by: Pedro Torralbo, et al.
Published: (2023-11-01)

Teor e distribuição da matéria orgânica em latossolos das regiões da floresta amazônica e dos cerrados do Brasil central
by: TOGNON A.A., et al.
Published: (1998-01-01)

Sentinel-1-Imagery-Based High-Resolution Water Cover Detection on Wetlands, Aided by Google Earth Engine
by: András Gulácsi, et al.
Published: (2020-05-01)

Os cerrados da Bahia sob a lógica do capital
by: Clóvis Caribé Menezes dos Santos
Published: (2008-01-01)

Second world record for two Calvatia species (Agaricaceae: Basidiomycota)
by: A. S. Ferreira-Sá, et al.
Published: (2021-06-01)

Potential of Recurrence Metrics from Sentinel-1 Time Series for Deforestation Mapping
by: Felix Cremer, et al.
Published: (2020-01-01)