Convolutional neural networks for water segmentation using sentinel-2 red, green, blue (RGB) composites and derived spectral indices

Large-scale surface water change observed by Sentinel-2 during the 2018 drought in Germany

(2020) Marc Wieland et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Object Detection and Image Segmentation with Deep Learning on Earth Observation Data: A Review-Part I: Evolution and Recent Trends

(2020) Thorsten Hoeser et al.   Remote Sensing

A Multi-Scale Water Extraction Convolutional Neural Network (MWEN) Method for GaoFen-1 Remote Sensing Images

(2020) Hongxiang Guo et al.   ISPRS International Journal of Geo-Information

Multi-Temporal Land Cover Change Mapping Using Google Earth Engine and Ensemble Learning Methods

(2020) Nimisha Wagle et al.   Applied Sciences-Basel

Improved Automated Detection of Subpixel-Scale Inundation—Revised Dynamic Surface Water Extent (DSWE) Partial Surface Water Tests

(2019) John Jones   Remote Sensing

Evaluation of Machine Learning Algorithms for Surface Water Extraction in a Landsat 8 Scene of Nepal

(2019) Tri Dev Acharya et al.   SENSORS

Survey of Deep-Learning Approaches for Remote Sensing Observation Enhancement

(2019) Grigorios Tsagkatakis et al.   SENSORS

Surface water map of China for 2015 (SWMC-2015) derived from Landsat 8 satellite imagery

(2019) Wei Jiang et al.   Remote Sensing Letters

A survey on deep learning techniques for image and video semantic segmentation

(2018) Alberto Garcia-Garcia et al.   APPLIED SOFT COMPUTING

DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs

(2018) Liang-Chieh Chen et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Multilayer Perceptron Neural Network for Surface Water Extraction in Landsat 8 OLI Satellite Images

(2018) Wei Jiang et al.   Remote Sensing

Extraction of Urban Water Bodies from High-Resolution Remote-Sensing Imagery Using Deep Learning

(2018) Yang Chen et al.   Water

Surface Water Mapping by Deep Learning

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

Fully Convolutional Networks for Semantic Segmentation

(2017) Evan Shelhamer et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Google Earth Engine: Planetary-scale geospatial analysis for everyone

(2017) Noel Gorelick et al.   REMOTE SENSING OF ENVIRONMENT

Quantifying Sub-Pixel Surface Water Coverage in Urban Environments Using Low-Albedo Fraction from Landsat Imagery

(2017) Weiwei Sun et al.   Remote Sensing

Copernicus Sentinel-2A Calibration and Products Validation Status

(2017) Ferran Gascon et al.   Remote Sensing

Open Surface Water Mapping Algorithms: A Comparison of Water-Related Spectral Indices and Sensors

(2017) Yan Zhou et al.   Water

High-resolution mapping of global surface water and its long-term changes

(2016) Jean-François Pekel et al.   NATURE

Free and open-access satellite data are key to biodiversity conservation

(2015) W. Turner et al.   BIOLOGICAL CONSERVATION

Who launched what, when and why; trends in global land-cover observation capacity from civilian earth observation satellites

(2015) Alan S. Belward et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Global land cover mapping at 30m resolution: A POK-based operational approach

(2015) Jun Chen et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Automated Water Extraction Index: A new technique for surface water mapping using Landsat imagery

(2013) Gudina L. Feyisa et al.   REMOTE SENSING OF ENVIRONMENT

Sentinel-2: ESA's Optical High-Resolution Mission for GMES Operational Services

(2012) M. Drusch et al.   REMOTE SENSING OF ENVIRONMENT