Mapping salt marsh along coastal South Carolina using U-Net

Identifying marsh dieback events from Landsat image series (1998–2018) with an Autoencoder in the NIWB estuary, South Carolina

(2020) Huixuan Li et al.   International Journal of Digital Earth

An Improved Res-UNet Model for Tree Species Classification Using Airborne High-Resolution Images

(2020) Kaili Cao et al.   Remote Sensing

Review and Evaluation of Deep Learning Architectures for Efficient Land Cover Mapping with UAS Hyper-Spatial Imagery: A Case Study Over a Wetland

(2020) Mohammad Pashaei et al.   Remote Sensing

A Deep Learning Approach for Burned Area Segmentation with Sentinel-2 Data

(2020) Lisa Knopp et al.   Remote Sensing

Double-Step U-Net: A Deep Learning-Based Approach for the Estimation of Wildfire Damage Severity through Sentinel-2 Satellite Data

(2020) Alessandro Farasin et al.   Applied Sciences-Basel

Coastal Wetland Classification with Deep U-Net Convolutional Networks and Sentinel-2 Imagery: A Case Study at the Tien Yen Estuary of Vietnam

(2020) Kinh Bac Dang et al.   Remote Sensing

Low-marsh ecotypes of a dominant plant may not be better adapted to increased sea level

(2020) Qingqing Chen   FLORA

Multi-Temporal SAR Data Large-Scale Crop Mapping Based on U-Net Model

(2019) Sisi Wei et al.   Remote Sensing

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

(2019) Quanlong Feng et al.   Remote Sensing

High Spatial Resolution Remote Sensing for Salt Marsh Mapping and Change Analysis at Fire Island National Seashore

(2019) Anthony Campbell et al.   Remote Sensing

Deep learning in remote sensing applications: A meta-analysis and review

(2019) Lei Ma et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Road Detection and Centerline Extraction Via Deep Recurrent Convolutional Neural Network U-Net

(2019) Xiaofei Yang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Land Cover Maps Production with High Resolution Satellite Image Time Series and Convolutional Neural Networks: Adaptations and Limits for Operational Systems

(2019) Andrei Stoian et al.   Remote Sensing

Land-Cover Classification of Coastal Wetlands Using the RF Algorithm for Worldview-2 and Landsat 8 Images

(2019) Xiaoxue Wang et al.   Remote Sensing

Wetland Classification Based on a New Efficient Generative Adversarial Network and Jilin-1 Satellite Image

(2019) Zhi He et al.   Remote Sensing

Comparing Deep Learning and Shallow Learning for Large-Scale Wetland Classification in Alberta, Canada

(2019) Evan R. DeLancey et al.   Remote Sensing

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

VPRS-Based Regional Decision Fusion of CNN and MRF Classifications for Very Fine Resolution Remotely Sensed Images

(2018) Ce Zhang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Examining the Influence of Tidal Stage on Salt Marsh Mapping Using High-Spatial-Resolution Satellite Remote Sensing and Topobathymetric LiDAR

(2018) Anthony Campbell 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

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

(2018) Shunping Ji et al.   Remote Sensing

The potential of using LiDAR and color-infrared aerial imagery for palustrine wetland typology and change

(2017) Haiqing Xu et al.   GIScience & Remote Sensing

Deep Learning Classification of Land Cover and Crop Types Using Remote Sensing Data

(2017) Nataliia Kussul et al.   IEEE Geoscience and Remote Sensing Letters

Convolutional Neural Networks for Large-Scale Remote-Sensing Image Classification

(2017) Emmanuel Maggiori et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

A review of supervised object-based land-cover image classification

(2017) Lei Ma et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

A patch-based convolutional neural network for remote sensing image classification

(2017) Atharva Sharma et al.   NEURAL NETWORKS

Salt Marsh Zonal Migration and Ecosystem Service Change in Response to Global Sea Level Rise: A Case Study from an Urban Region

(2017) Rusty A. Feagin et al.   ECOLOGY AND SOCIETY

Classification mapping and species identification of salt marshes based on a short-time interval NDVI time-series from HJ-1 optical imagery

(2016) Chao Sun et al.   International Journal of Applied Earth Observation and Geoinformation

Tracking tidal inundation in a coastal salt marsh with Helikite airphotos: Influence of hydrology on ecological zonation at Crab Haul Creek, South Carolina

(2016) Scott M. White et al.   REMOTE SENSING OF ENVIRONMENT

Deep Learning Based Oil Palm Tree Detection and Counting for High-Resolution Remote Sensing Images

(2016) Weijia Li et al.   Remote Sensing

The Southern Megalopolis: Using the Past to Predict the Future of Urban Sprawl in the Southeast U.S

(2014) Adam J. Terando et al.   PLoS One

Salt marsh elevation and habitat mapping using hyperspectral and LIDAR data

(2013) Christine Hladik et al.   REMOTE SENSING OF ENVIRONMENT

Fine-scale remotely-sensed cover mapping of coastal dune and salt marsh ecosystems at Cape Cod National Seashore using Random Forests

(2012) Brad C. Timm et al.   REMOTE SENSING OF ENVIRONMENT

Accuracy assessment and correction of a LIDAR-derived salt marsh digital elevation model

(2012) Christine Hladik et al.   REMOTE SENSING OF ENVIRONMENT

Coastal wetland vegetation classification with a Landsat Thematic Mapper image

(2011) Yinlong Zhang et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

The Protective Role of Coastal Marshes: A Systematic Review and Meta-analysis

(2011) Christine C. Shepard et al.   PLoS One

Invading cord grass vegetation changes analyzed from Landsat-TM imageries: a case study from the Wanggang area, Jiangsu coast, eastern China

(2010) Jing Li et al.   ACTA OCEANOLOGICA SINICA

Estuarine habitat quality reflects urbanization at large spatial scales in South Carolina's coastal zone

(2007) Robert F. Van Dolah et al.   SCIENCE OF THE TOTAL ENVIRONMENT