Related references
Note: Only part of the references are listed.Monitoring surface changes in discontinuous permafrost terrain using small baseline SAR interferometry, object-based classification, and geological features: a case study from Mayo, Yukon Territory, Canada
Fariba Mohammadimanesh et al.
GISCIENCE & REMOTE SENSING (2019)
Comparison of Random Forest, k-Nearest Neighbor, and Support Vector Machine Classifiers for Land Cover Classification Using Sentinel-2 Imagery
Phan Thanh Noi et al.
SENSORS (2018)
A new synergistic approach for monitoring wetlands using Sentinels-1 and 2 data with object-based machine learning algorithms
Andrew Whyte et al.
ENVIRONMENTAL MODELLING & SOFTWARE (2018)
Deep Convolutional Neural Network for Complex Wetland Classification Using Optical Remote Sensing Imagery
Mohammad Rezaee et al.
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2018)
An efficient feature optimization for wetland mapping by synergistic use of SAR intensity, interferometry, and polarimetry data
Fariba Mohammadimanesh et al.
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION (2018)
Multi-temporal, multi-frequency, and multi-polarization coherence and SAR backscatter analysis of wetlands
Fariba Mohammadimanesh et al.
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2018)
Fisher Linear Discriminant Analysis of coherency matrix for wetland classification using Po1SAR imagery
Masoud Mahdianpari et al.
REMOTE SENSING OF ENVIRONMENT (2018)
A Cloud-Based Multi-Temporal Ensemble Classifier to Map Smallholder Farming Systems
Rosa Aguilar et al.
REMOTE SENSING (2018)
Mapping Vegetation and Land Use Types in Fanjingshan National Nature Reserve Using Google Earth Engine
Yu Hsin Tsai et al.
REMOTE SENSING (2018)
Using Google Earth Engine to Map Complex Shade-Grown Coffee Landscapes in Northern Nicaragua
Lisa C. Kelley et al.
REMOTE SENSING (2018)
Improving Accuracy Estimation of Forest Aboveground Biomass Based on Incorporation of ALOS-2 PALSAR-2 and Sentinel-2A Imagery and Machine Learning: A Case Study of the Hyrcanian Forest Area (Iran)
Sasan Vafaei et al.
REMOTE SENSING (2018)
Very Deep Convolutional Neural Networks for Complex Land Cover Mapping Using Multispectral Remote Sensing Imagery
Masoud Mahdianpari et al.
REMOTE SENSING (2018)
A 30-m landsat-derived cropland extent product of Australia and China using random forest machine learning algorithm on Google Earth Engine cloud computing platform
Pardhasaradhi Teluguntla et al.
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2018)
Mapping land-based oil spills using high spatial resolution unmanned aerial vehicle imagery and electromagnetic induction survey data
Masoud Mandianpari et al.
JOURNAL OF APPLIED REMOTE SENSING (2018)
Mapping Mining Areas in the Brazilian Amazon Using MSI/Sentinel-2 Imagery (2017)
Felipe de Lucia Lobo et al.
REMOTE SENSING (2018)
Mapping up-to-Date Paddy Rice Extent at 10 M Resolution in China through the Integration of Optical and Synthetic Aperture Radar Images
Xin Zhang et al.
REMOTE SENSING (2018)
Targeted Grassland Monitoring at Parcel Level Using Sentinels, Street-Level Images and Field Observations
Raphael d'Andrimont et al.
REMOTE SENSING (2018)
Google Earth Engine Applications Since Inception: Usage, Trends, and Potential
Lalit Kumar et al.
REMOTE SENSING (2018)
Leveraging the Google Earth Engine for Drought Assessment Using Global Soil Moisture Data
Nazmus Sazib et al.
REMOTE SENSING (2018)
Wetland Water Level Monitoring Using Interferometric Synthetic Aperture Radar (InSAR): A Review
Fariba Mohammadimanesh et al.
CANADIAN JOURNAL OF REMOTE SENSING (2018)
A National Assessment of Wetland Status and Trends for Canada's Forested Ecosystems Using 33 Years of Earth Observation Satellite Data
Michael A. Wulder et al.
REMOTE SENSING (2018)
Radar Remote Sensing of Agricultural Canopies: A Review
Susan C. Steele-Dunne et al.
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2017)
A mangrove forest map of China in 2015: Analysis of time series Landsat 7/8 and Sentinel-1A imagery in Google Earth Engine cloud computing platform
Bangqian Chen et al.
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2017)
Automated cropland mapping of continental Africa using Google Earth Engine cloud computing
Jun Xiong et al.
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2017)
Random forest wetland classification using ALOS-2 L-band, RADARSAT-2 C-band, and TerraSAR-X imagery
Masoud Mandianpari et al.
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2017)
Mapping major land cover dynamics in Beijing using all Landsat images in Google Earth Engine
Huabing Huang et al.
REMOTE SENSING OF ENVIRONMENT (2017)
Google Earth Engine: Planetary-scale geospatial analysis for everyone
Noel Gorelick et al.
REMOTE SENSING OF ENVIRONMENT (2017)
Google Earth Engine, Open-Access Satellite Data, and Machine Learning in Support of Large-Area Probabilistic Wetland Mapping
Jennifer N. Hird et al.
REMOTE SENSING (2017)
An Assessment of Simulated Compact Polarimetric SAR Data for Wetland Classification Using Random Forest Algorithm
Masoud Mahdianpari et al.
CANADIAN JOURNAL OF REMOTE SENSING (2017)
The Effect of PolSAR Image De-speckling on Wetland Classification: Introducing a New Adaptive Method
Masoud Mahdianpari et al.
CANADIAN JOURNAL OF REMOTE SENSING (2017)
Exploring Google Earth Engine Platform for Big Data Processing: Classification of Multi-Temporal Satellite Imagery for Crop Mapping
Andrii Shelestov et al.
FRONTIERS IN EARTH SCIENCE (2017)
Random forest in remote sensing: A review of applications and future directions
Mariana Belgiu et al.
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2016)
High-resolution mapping of global surface water and its long-term changes
Jean-Francois Pekel et al.
NATURE (2016)
Mapping paddy rice planting area in northeastern Asia with Landsat 8 images, phenology-based algorithm and Google Earth Engine
Jinwei Dong et al.
REMOTE SENSING OF ENVIRONMENT (2016)
Dual-season and full-polarimetric C band SAR assessment for vegetation mapping in the Amazon varzea wetlands
Luiz Felipe de Almeida Furtado et al.
REMOTE SENSING OF ENVIRONMENT (2016)
A novel approach to mapping land conversion using Google Earth with an application to East Africa
Andrew Jacobson et al.
ENVIRONMENTAL MODELLING & SOFTWARE (2015)
The Challenges of Remote Monitoring of Wetlands
Alisa L. Gallant
REMOTE SENSING (2015)
Jeffries Matusita based mixed-measure for improved spectral matching in hyperspectral image analysis
S. Padma et al.
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION (2014)
Random forest classification of salt marsh vegetation habitats using quad-polarimetric airborne SAR, elevation and optical RS data
Sybrand van Beijma et al.
REMOTE SENSING OF ENVIRONMENT (2014)
Pixel-Based Landsat Compositing Algorithm for Large Area Land Cover Mapping
Patrick Griffiths et al.
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2013)
Wetlands, carbon, and climate change
William J. Mitsch et al.
LANDSCAPE ECOLOGY (2013)
High-Resolution Global Maps of 21st-Century Forest Cover Change
M. C. Hansen et al.
SCIENCE (2013)
Seasonal Composite Landsat TM/ETM plus Images Using the Medoid (a Multi-Dimensional Median)
Neil Flood
REMOTE SENSING (2013)
Comparison of multisource image fusion methods and land cover classification
D. Amarsaikhan et al.
INTERNATIONAL JOURNAL OF REMOTE SENSING (2012)
An assessment of the effectiveness of a random forest classifier for land-cover classification
V. F. Rodriguez-Galiano et al.
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2012)
The European Earth monitoring (GMES) programme: Status and perspectives
Josef Aschbacher et al.
REMOTE SENSING OF ENVIRONMENT (2012)
Opening the archive: How free data has enabled the science and monitoring promise of Landsat
Michael A. Wulder et al.
REMOTE SENSING OF ENVIRONMENT (2012)
Comparison of pixel- and object-based classification in land cover change mapping
Laura Dingle Robertson et al.
INTERNATIONAL JOURNAL OF REMOTE SENSING (2011)
Continuity of Landsat observations: Short term considerations
Michael A. Wulder et al.
REMOTE SENSING OF ENVIRONMENT (2011)
Object based image analysis for remote sensing
T. Blaschke
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2010)
Wetland mapping in the Congo Basin using optical and radar remotely sensed data and derived topographical indices
Jean-Robert B. Bwangoy et al.
REMOTE SENSING OF ENVIRONMENT (2010)
Web-enabled Landsat Data (WELD): Landsat ETM plus composited mosaics of the conterminous United States
David P. Roy et al.
REMOTE SENSING OF ENVIRONMENT (2010)
Multispectral and hyperspectral remote sensing for identification and mapping of wetland vegetation: a review
Elhadi Adam et al.
WETLANDS ECOLOGY AND MANAGEMENT (2010)
Multi-source remote sensing data fusion: status and trends
Jixian Zhang
INTERNATIONAL JOURNAL OF IMAGE AND DATA FUSION (2010)
Improved Sigma Filter for Speckle Filtering of SAR Imagery
Jong-Sen Lee et al.
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2009)
Analysis of Dynamic Thresholds for the Normalized Difference Water Index
Lei Ji et al.
PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING (2009)
MAPPING NORTHERN WETLANDS WITH HIGH RESOLUTION SATELLITE IMAGES AND LIDAR
Melissa Maxa et al.
WETLANDS (2009)
Remote sensing imagery in vegetation mapping: a review
Yichun Xie et al.
JOURNAL OF PLANT ECOLOGY (2008)
Modification of normalised difference water index (NDWI) to enhance open water features in remotely sensed imagery
Hanqiu Xu
INTERNATIONAL JOURNAL OF REMOTE SENSING (2006)
Random Forests for land cover classification
PO Gislason et al.
PATTERN RECOGNITION LETTERS (2006)
Comparing accuracy assessments to infer superiority of image classification methods
J De Leeuw et al.
INTERNATIONAL JOURNAL OF REMOTE SENSING (2006)
Random forest classifier for remote sensing classification
M Pal
INTERNATIONAL JOURNAL OF REMOTE SENSING (2005)
Reducing signature variability in unmixing coastal marsh Thematic Mapper scenes using spectral indices
AS Rogers et al.
INTERNATIONAL JOURNAL OF REMOTE SENSING (2004)
Multi-resolution, object-oriented fuzzy analysis of remote sensing data for GIS-ready information
UC Benz et al.
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2004)
Spectral discrimination of vegetation types in a coastal wetland
KS Schmidt et al.
REMOTE SENSING OF ENVIRONMENT (2003)
An assessment of support vector machines for land cover classification
C Huang et al.
INTERNATIONAL JOURNAL OF REMOTE SENSING (2002)
Evaluation of C-band SAR data for wetlands mapping
N Baghdadi et al.
INTERNATIONAL JOURNAL OF REMOTE SENSING (2001)
The value of wetlands: importance of scale and landscape setting
WJ Mitsch et al.
ECOLOGICAL ECONOMICS (2000)