Integrating Multitemporal Sentinel-1/2 Data for Coastal Land Cover Classification Using a Multibranch Convolutional Neural Network: A Case of the Yellow River Delta

Multisource Hyperspectral and LiDAR Data Fusion for Urban Land-Use Mapping based on a Modified Two-Branch Convolutional Neural Network

(2019) Quanlong Feng et al.   ISPRS International Journal of Geo-Information

Identifying Corresponding Patches in SAR and Optical Images With a Pseudo-Siamese CNN

(2018) Lloyd H. Hughes et al.   IEEE Geoscience and Remote Sensing Letters

Deep Convolutional Neural Network for Complex Wetland Classification Using Optical Remote Sensing Imagery

(2018) Mohammad Rezaee et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Multisource Remote Sensing Data Classification Based on Convolutional Neural Network

(2018) Xiaodong Xu et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Urban land-use mapping using a deep convolutional neural network with high spatial resolution multispectral remote sensing imagery

(2018) Bo Huang et al.   REMOTE SENSING OF ENVIRONMENT

Mapping and assessment of vegetation types in the tropical rainforests of the Western Ghats using multispectral Sentinel-2 and SAR Sentinel-1 satellite imagery

(2018) Joseph J. Erinjery et al.   REMOTE SENSING OF ENVIRONMENT

Semantic Labeling of High Resolution Aerial Imagery and LiDAR Data with Fine Segmentation Network

(2018) Xuran Pan et al.   Remote Sensing

A CNN-Based Fusion Method for Feature Extraction from Sentinel Data

(2018) Giuseppe Scarpa et al.   Remote Sensing

3D Convolutional Neural Networks for Crop Classification with Multi-Temporal Remote Sensing Images

(2018) Shunping Ji et al.   Remote Sensing

Very Deep Convolutional Neural Networks for Complex Land Cover Mapping Using Multispectral Remote Sensing Imagery

(2018) Masoud Mahdianpari et al.   Remote Sensing

Multi-Temporal Land Cover Classification with Sequential Recurrent Encoders

(2018) Marc Rußwurm et al.   ISPRS International Journal of Geo-Information

Evaluation of regional estimates of winter wheat yield by assimilating three remotely sensed reflectance datasets into the coupled WOFOST–PROSAIL model

(2018) Jianxi Huang et al.   EUROPEAN JOURNAL OF AGRONOMY

The First Wetland Inventory Map of Newfoundland at a Spatial Resolution of 10 m Using Sentinel-1 and Sentinel-2 Data on the Google Earth Engine Cloud Computing Platform

(2018) Masoud Mahdianpari et al.   Remote Sensing

Synergistic Use of Radar Sentinel-1 and Optical Sentinel-2 Imagery for Crop Mapping: A Case Study for Belgium

(2018) Kristof Van Tricht et al.   Remote Sensing

Remote sensing for wetland classification: a comprehensive review

(2017) Sahel Mahdavi et al.   GIScience & Remote Sensing

Hyperspectral and LiDAR Data Fusion Using Extinction Profiles and Deep Convolutional Neural Network

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

Wetland classification using Radarsat-2 SAR quad-polarization and Landsat-8 OLI spectral response data: a case study in the Hudson Bay Lowlands Ecoregion

(2017) Steven E. Franklin et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Google Earth Engine, Open-Access Satellite Data, and Machine Learning in Support of Large-Area Probabilistic Wetland Mapping

(2017) Jennifer Hird et al.   Remote Sensing

Synergic Use of Sentinel-1 and Sentinel-2 Images for Operational Soil Moisture Mapping at High Spatial Resolution over Agricultural Areas

(2017) Mohammad El Hajj et al.   Remote Sensing

Deep Learning in Remote Sensing: A Comprehensive Review and List of Resources

(2017) Xiao Xiang Zhu et al.   IEEE Geoscience and Remote Sensing Magazine

Assimilating a synthetic Kalman filter leaf area index series into the WOFOST model to improve regional winter wheat yield estimation

(2016) Jianxi Huang et al.   AGRICULTURAL AND FOREST METEOROLOGY

Land-cover classification of the Yellow River Delta wetland based on multiple end-member spectral mixture analysis and a Random Forest classifier

(2016) Jiantao Liu et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Improving winter wheat yield estimation by assimilation of the leaf area index from Landsat TM and MODIS data into the WOFOST model

(2015) Jianxi Huang et al.   AGRICULTURAL AND FOREST METEOROLOGY

Rule-based land use/land cover classification in coastal areas using seasonal remote sensing imagery: a case study from Lianyungang City, China

(2015) Xiaoyan Yang et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

Jointly Assimilating MODIS LAI and ET Products Into the SWAP Model for Winter Wheat Yield Estimation

(2015) Jianxi Huang et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Analysis of Land use and Land Cover Changes in the Coastal Area of Bangladesh using Landsat Imagery

(2015) M. Rafiqul Islam et al.   LAND DEGRADATION & DEVELOPMENT

Deep learning

(2015) Yann LeCun et al.   NATURE

Remote Sensing of River Delta Inundation: Exploiting the Potential of Coarse Spatial Resolution, Temporally-Dense MODIS Time Series

(2015) Claudia Kuenzer et al.   Remote Sensing

Monitoring Cropland Dynamics of the Yellow River Delta based on Multi-Temporal Landsat Imagery over 1986 to 2015

(2015) Quanlong Feng et al.   Sustainability

Random forest classification of salt marsh vegetation habitats using quad-polarimetric airborne SAR, elevation and optical RS data

(2014) Sybrand van Beijma et al.   REMOTE SENSING OF ENVIRONMENT

Spatio–Temporal Dynamics of Wetland Landscape Patterns Based on Remote Sensing in Yellow River Delta, China

(2014) Guilin Liu et al.   WETLANDS

Mapping agricultural wetlands in the Sacramento Valley, USA with satellite remote sensing

(2014) Nathan Torbick et al.   WETLANDS ECOLOGY AND MANAGEMENT

Improved Wetland Classification Using Eight-Band High Resolution Satellite Imagery and a Hybrid Approach

(2014) Charles Lane et al.   Remote Sensing

Influence of Multi-Source and Multi-Temporal Remotely Sensed and Ancillary Data on the Accuracy of Random Forest Classification of Wetlands in Northern Minnesota

(2013) Jennifer Corcoran et al.   Remote Sensing

Use of Multi-Sensor Data to Identify and Map Tropical Coastal Wetlands in the Amazon of Northern Brazil

(2011) Suzan Waleska P. Rodrigues et al.   WETLANDS

Wetland monitoring using classification trees and SPOT-5 seasonal time series

(2009) Aurélie Davranche et al.   REMOTE SENSING OF ENVIRONMENT

Radar detection of wetland ecosystems: a review

(2008) Floyd M. Henderson et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING