Assessment of Convolution Neural Networks for Wetland Mapping with Landsat in the Central Canadian Boreal Forest Region

Disturbance-Informed Annual Land Cover Classification Maps of Canada's Forested Ecosystems for a 29-Year Landsat Time Series

(2018) Txomin Hermosilla et al.   CANADIAN JOURNAL OF REMOTE SENSING

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

(2018) Masoud Mahdianpari et al.   Remote Sensing

Disturbance-Informed Annual Land Cover Classification Maps of Canada's Forested Ecosystems for a 29-Year Landsat Time Series

(2018) Txomin Hermosilla et al.   CANADIAN JOURNAL OF REMOTE SENSING

A systematic study of the class imbalance problem in convolutional neural networks

(2018) Mateusz Buda et al.   NEURAL NETWORKS

Harnessing the Temporal Dimension to Improve Object-Based Image Analysis Classification of Wetlands

(2018) Meghan Halabisky et al.   Remote Sensing

SINet: A Scale-Insensitive Convolutional Neural Network for Fast Vehicle Detection

(2018) Xiaowei Hu et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Remote sensing for wetland classification: a comprehensive review

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

Training Deep Convolutional Neural Networks for Land–Cover Classification of High-Resolution Imagery

(2017) Grant J. Scott et al.   IEEE Geoscience and Remote Sensing Letters

Thematic accuracy assessment of the 2011 National Land Cover Database (NLCD)

(2017) James Wickham et al.   REMOTE SENSING OF ENVIRONMENT

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

Circa 2010 Land Cover of Canada: Local Optimization Methodology and Product Development

(2017) Rasim Latifovic et al.   Remote Sensing

Using a multiscale, probabilistic approach to identify spatial-temporal wetland gradients

(2016) Charlotte G. Gabrielsen et al.   REMOTE SENSING OF ENVIRONMENT

Sentinel-2’s Potential for Sub-Pixel Landscape Feature Detection

(2016) Julien Radoux et al.   Remote Sensing

Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition

(2015) Kaiming He et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

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

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

A Semi-Automated, Multi-Source Data Fusion Update of a Wetland Inventory for East-Central Minnesota, USA

(2015) Steven M. Kloiber et al.   WETLANDS

The Challenges of Remote Monitoring of Wetlands

(2015) Alisa Gallant   Remote Sensing

On the Importance of Training Data Sample Selection in Random Forest Image Classification: A Case Study in Peatland Ecosystem Mapping

(2015) Koreen Millard et al.   Remote Sensing

Development and assessment of a 250m spatial resolution MODIS annual land cover time series (2000–2011) for the forest region of Canada derived from change-based updating

(2013) Darren Pouliot et al.   REMOTE SENSING OF ENVIRONMENT

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

The integration of optical, topographic, and radar data for wetland mapping in northern Minnesota

(2012) Jennifer Corcoran et al.   CANADIAN JOURNAL OF REMOTE SENSING

Object-based classification of a SPOT-4 image for mapping wetlands in the context of greenhouse gases emissions: the case of the Eastmain region, Québec, Canada

(2011) Marcelle Grenier et al.   CANADIAN JOURNAL OF REMOTE SENSING

How wetland type and area differ through scale: A GEOBIA case study in Alberta's Boreal Plains

(2011) Ryan P. Powers et al.   REMOTE SENSING OF ENVIRONMENT

Phase of Target Scattering for Wetland Characterization Using Polarimetric C-Band SAR

(2009) R. Touzi et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Monitoring land cover change and ecological integrity in Canada's national parks

(2009) R.H. Fraser et al.   REMOTE SENSING OF ENVIRONMENT

Satellite remote sensing of isolated wetlands using object-oriented classification of Landsat-7 data

(2009) Robert C. Frohn et al.   WETLANDS

Radar detection of wetland ecosystems: a review

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