A workflow based on Sentinel-1 SAR data and open-source algorithms for unsupervised burned area detection in Mediterranean ecosystems

Sentinel-1 observation frequency significantly increases burnt area detectability in tropical SE Asia

(2020) Joao M B Carreiras et al.   Environmental Research Letters

Near Real-Time Wildfire Progression Monitoring with Sentinel-1 SAR Time Series and Deep Learning

(2020) Yifang Ban et al.   Scientific Reports

Comparison of Machine Learning Methods Applied to SAR Images for Forest Classification in Mediterranean Areas

(2020) Alessandro Lapini et al.   Remote Sensing

Burned Area Detection and Mapping: Intercomparison of Sentinel-1 and Sentinel-2 Based Algorithms over Tropical Africa

(2020) Mihai A. Tanase et al.   Remote Sensing

Monitoring the vegetation vigor in heterogeneous citrus and olive orchards. A multiscale object-based approach to extract trees’ crowns from UAV multispectral imagery

(2020) Giuseppe Modica et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Assessing the use of cross-orbit Sentinel-1 images in land cover classification

(2020) Seyed Ali Sayedain et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Dual polarimetric radar vegetation index for crop growth monitoring using sentinel-1 SAR data

(2020) Dipankar Mandal et al.   REMOTE SENSING OF ENVIRONMENT

Disturbance detection in landsat time series is influenced by tree mortality agent and severity, not by prior disturbance

(2020) Kyle C. Rodman et al.   REMOTE SENSING OF ENVIRONMENT

Exploitation of Sentinel-2 Time Series to Map Burned Areas at the National Level: A Case Study on the 2017 Italy Wildfires

(2019) Federico Filipponi   Remote Sensing

Incorporating Sentinel-1 SAR imagery with the MODIS MCD64A1 burned area product to improve burn date estimates and reduce burn date uncertainty in wildland fire mapping

(2019) Kristofer Lasko   Geocarto International

Sensitivity Analysis of Multi-Temporal Sentinel-1 SAR Parameters to Crop Height and Canopy Coverage

(2019) Rouhollah Nasirzadehdizaji et al.   Applied Sciences-Basel

Identification of Burned Areas and Severity Using SAR Sentinel-1

(2019) Rosa Lasaponara et al.   IEEE Geoscience and Remote Sensing Letters

Soil moisture retrieval from Sentinel-1 acquisitions in an arid environment in Tunisia: application of Artificial Neural Networks techniques

(2019) A. Hachani et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Using Long-Term SAR Backscatter Data to Monitor Post-Fire Vegetation Recovery in Tundra Environment

(2019) Zhiwei Zhou et al.   Remote Sensing

Global Detection of Long-Term (1982–2017) Burned Area with AVHRR-LTDR Data

(2019) Gonzalo Otón et al.   Remote Sensing

On normalization and algorithm selection for unsupervised outlier detection

(2019) Sevvandi Kandanaarachchi et al.   DATA MINING AND KNOWLEDGE DISCOVERY

Burned area detection and mapping using Sentinel-1 backscatter coefficient and thermal anomalies

(2019) Miguel A. Belenguer-Plomer et al.   REMOTE SENSING OF ENVIRONMENT

An implicit radar convolutional burn index for burnt area mapping with Sentinel-1 C-band SAR data

(2019) Puzhao Zhang et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

A spatio-temporal active-fire clustering approach for global burned area mapping at 250 m from MODIS data

(2019) Joshua Lizundia-Loiola et al.   REMOTE SENSING OF ENVIRONMENT

Fusing optical and SAR time series for LAI gap filling with multioutput Gaussian processes

(2019) Luca Pipia et al.   REMOTE SENSING OF ENVIRONMENT

Polarimetric Radar Vegetation Index for Biomass Estimation in Desert Fringe Ecosystems

(2018) Jisung Geba Chang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

A Generalized Methodology for Data Analysis

(2018) Plamen P. Angelov et al.   IEEE Transactions on Cybernetics

Significance of dual polarimetric synthetic aperture radar in biomass retrieval: An attempt on Sentinel-1

(2018) Shoba Periasamy   REMOTE SENSING OF ENVIRONMENT

Current and future applications of statistical machine learning algorithms for agricultural machine vision systems

(2018) Tanzeel U. Rehman et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Effect of the Vegetation Fire on Backscattering: An Investigation Based on Sentinel-1 Observations

(2017) Pasquale Imperatore et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Practical guidelines for choosing GLCM textures to use in landscape classification tasks over a range of moderate spatial scales

(2017) Mryka Hall-Beyer   INTERNATIONAL JOURNAL OF REMOTE SENSING

Monitoring of post-fire forest regeneration under different restoration treatments based on ALOS/PALSAR data

(2017) Wei Chen et al.   NEW FORESTS

k -means clustering with outlier removal

(2017) Guojun Gan et al.   PATTERN RECOGNITION LETTERS

Unsupervised detection of contextual anomaly in remotely sensed data

(2017) Qi Liu et al.   REMOTE SENSING OF ENVIRONMENT

The potential of multifrequency SAR images for estimating forest biomass in Mediterranean areas

(2017) Emanuele Santi et al.   REMOTE SENSING OF ENVIRONMENT

Developments in Landsat Land Cover Classification Methods: A Review

(2017) et al.   Remote Sensing

A Simple Normalized Difference Approach to Burnt Area Mapping Using Multi-Polarisation C-Band SAR

(2017) Jeanine Engelbrecht et al.   Remote Sensing

On the evaluation of unsupervised outlier detection: measures, datasets, and an empirical study

(2016) Guilherme O. Campos et al.   DATA MINING AND KNOWLEDGE DISCOVERY

Sensitivity of ALOS/PALSAR imagery to forest degradation by fire in northern Amazon

(2016) Flora da Silva Ramos Vieira Martins et al.   International Journal of Applied Earth Observation and Geoinformation

C-Band SAR Backscatter Evaluation of 2008 Gallipoli Forest Fire

(2015) Mehmet Kurum   IEEE Geoscience and Remote Sensing Letters

MODIS–Landsat fusion for large area 30m burned area mapping

(2015) Luigi Boschetti et al.   REMOTE SENSING OF ENVIRONMENT

SAR and optical remote sensing: Assessment of complementarity and interoperability in the context of a large-scale operational forest monitoring system

(2015) Eric A. Lehmann et al.   REMOTE SENSING OF ENVIRONMENT

Radar Burn Ratio for fire severity estimation at canopy level: An example for temperate forests

(2015) M.A. Tanase et al.   REMOTE SENSING OF ENVIRONMENT

Integration of Optical and SAR Data for Burned Area Mapping in Mediterranean Regions

(2015) Daniela Stroppiana et al.   Remote Sensing

Polarimetric Properties of Burned Forest Areas at C- and L-Band

(2014) Mihai A. Tanase et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

A Review of Remote Sensing Image Classification Techniques: the Role of Spatio-contextual Information

(2014) Miao Li et al.   European Journal of Remote Sensing

Remote Sensing Techniques in Monitoring Post-Fire Effects and Patterns of Forest Recovery in Boreal Forest Regions: A Review

(2014) Thuan Chu et al.   Remote Sensing

Retrieval of Wheat Growth Parameters With Radar Vegetation Indices

(2013) Yihyun Kim et al.   IEEE Geoscience and Remote Sensing Letters

Ten years of global burned area products from spaceborne remote sensing—A review: Analysis of user needs and recommendations for future developments

(2013) Florent Mouillot et al.   International Journal of Applied Earth Observation and Geoinformation

Mapping fire scars using Radarsat-2 polarimetric SAR data

(2012) David G. Goodenough et al.   CANADIAN JOURNAL OF REMOTE SENSING

Outlier detection in satellite data using spatial coherence

(2012) A. Alvera-Azcárate et al.   REMOTE SENSING OF ENVIRONMENT

Radar Vegetation Index for Estimating the Vegetation Water Content of Rice and Soybean

(2011) Yihyun Kim et al.   IEEE Geoscience and Remote Sensing Letters

Flattening Gamma: Radiometric Terrain Correction for SAR Imagery

(2011) David Small   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Multiscale mapping of burn area and severity using multisensor satellite data and spatial autocorrelation analysis

(2011) A. Lanorte et al.   International Journal of Applied Earth Observation and Geoinformation

Sensitivity of SAR data to post-fire forest regrowth in Mediterranean and boreal forests

(2011) Mihai Tanase et al.   REMOTE SENSING OF ENVIRONMENT

Sensitivity of X-, C-, and L-Band SAR Backscatter to Burn Severity in Mediterranean Pine Forests

(2010) Mihai A. Tanase et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Texture-based classification of sub-Antarctic vegetation communities on Heard Island

(2010) Humphrey Murray et al.   International Journal of Applied Earth Observation and Geoinformation

Unsupervised Change Detection in Satellite Images Using Principal Component Analysis and $k$-Means Clustering

(2009) Turgay Celik   IEEE Geoscience and Remote Sensing Letters

A Time-Series Approach to Estimate Soil Moisture Using Polarimetric Radar Data

(2009) Yunjin Kim et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

A systematic analysis of performance measures for classification tasks

(2009) Marina Sokolova et al.   INFORMATION PROCESSING & MANAGEMENT

Fire intensity, fire severity and burn severity: a brief review and suggested usage

(2009) Jon E. Keeley   INTERNATIONAL JOURNAL OF WILDLAND FIRE

Data clustering: 50 years beyond K-means

(2009) Anil K. Jain   PATTERN RECOGNITION LETTERS

Mediterranean desertification and land degradation

(2008) J. Hill et al.   GLOBAL AND PLANETARY CHANGE

Reflectance characteristics of major land surfaces in slash‐and‐burn ecosystems in Laos

(2008) Y. Inoue et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Seasonal and topographic effects on estimating fire severity from Landsat TM/ETM+ data

(2008) David L. Verbyla et al.   INTERNATIONAL JOURNAL OF WILDLAND FIRE

Use of multitemporal SAR data for monitoring vegetation recovery of Mediterranean burned areas

(2008) A. Minchella et al.   REMOTE SENSING OF ENVIRONMENT

The use of texture for image classification of black & white air photographs

(2007) C. M. R. Caridade et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING