Mapping the Topographic Features of Mining-Related Valley Fills Using Mask R-CNN Deep Learning and Digital Elevation Data

Evaluation of Different Machine Learning Methods and Deep-Learning Convolutional Neural Networks for Landslide Detection

(2019) Omid Ghorbanzadeh et al.   Remote Sensing

Quantitative Phenotyping of Northern Leaf Blight in UAV Images Using Deep Learning

(2019) Ethan L. Stewart et al.   Remote Sensing

Geographic object-based image analysis (GEOBIA): emerging trends and future opportunities

(2018) Gang Chen et al.   GIScience & Remote Sensing

H-DenseUNet: Hybrid Densely Connected UNet for Liver and Tumor Segmentation from CT Volumes

(2018) Xiaomeng Li et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

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

(2018) Shunping Ji et al.   Remote Sensing

Multi-scale digital soil mapping with deep learning

(2018) Thorsten Behrens et al.   Scientific Reports

Deep Convolutional Neural Networks for Automated Characterization of Arctic Ice-Wedge Polygons in Very High Spatial Resolution Aerial Imagery

(2018) Weixing Zhang et al.   Remote Sensing

Using deep neural networks on airborne laser scanning data: Results from a case study of semi-automatic mapping of archaeological topography on Arran, Scotland

(2018) Øivind Due Trier et al.   Archaeological Prospection

Deep learning in remote sensing scene classification: a data augmentation enhanced convolutional neural network framework

(2017) Xingrui Yu 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

Tree Classification in Complex Forest Point Clouds Based on Deep Learning

(2017) Xinhuai Zou 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

SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation

(2017) Vijay Badrinarayanan et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Comprehensive survey of deep learning in remote sensing: theories, tools, and challenges for the community

(2017) John E. Ball et al.   Journal of Applied 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

Deep Impact: Effects of Mountaintop Mining on Surface Topography, Bedrock Structure, and Downstream Waters

(2016) Matthew R. V. Ross et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

Landslide vulnerability and risk assessment for multi-hazard scenarios using airborne laser scanning data (LiDAR)

(2016) Waleed M. Abdulwahid et al.   Landslides

Comparison of various algorithms for DTM interpolation from LIDAR data in dense mountain forests

(2016) Krzysztof Stereńczak et al.   European Journal of Remote Sensing

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

(2016) Weijia Li et al.   Remote Sensing

Deep-Learning-Based Classification for DTM Extraction from ALS Point Cloud

(2016) Xiangyun Hu et al.   Remote Sensing

Deep Learning for Remote Sensing Data: A Technical Tutorial on the State of the Art

(2016) Liangpei Zhang et al.   IEEE Geoscience and Remote Sensing Magazine

Comparison of DEMS derived from USGS DLG, SRTM, a statewide photogrammetry program, ASTER GDEM and LiDAR: implications for change detection

(2015) J.D. DeWitt et al.   GIScience & Remote Sensing

Differentiating mine-reclaimed grasslands from spectrally similar land cover using terrain variables and object-based machine learning classification

(2015) Aaron E. Maxwell et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Landslide susceptibility mapping using random forest, boosted regression tree, classification and regression tree, and general linear models and comparison of their performance at Wadi Tayyah Basin, Asir Region, Saudi Arabia

(2015) Ahmed Mohamed Youssef et al.   Landslides

Deep learning-based tree classification using mobile LiDAR data

(2015) Haiyan Guan et al.   Remote Sensing Letters

Transferring Deep Convolutional Neural Networks for the Scene Classification of High-Resolution Remote Sensing Imagery

(2015) Fan Hu et al.   Remote Sensing

Deep Convolutional Neural Networks for Hyperspectral Image Classification

(2015) Wei Hu et al.   Journal of Sensors

Forested landslide detection using LiDAR data and the random forest algorithm: A case study of the Three Gorges, China

(2014) Weitao Chen et al.   REMOTE SENSING OF ENVIRONMENT

Mountaintop Removal Mining and Catchment Hydrology

(2014) Andrew Miller et al.   Water

The Overlooked Terrestrial Impacts of Mountaintop Mining

(2013) James Wickham et al.   BIOSCIENCE

Impact of Valley Fills on Streamside Salamanders in Southern West Virginia

(2013) Petra Bohall Wood et al.   JOURNAL OF HERPETOLOGY

Forest Type Mapping using Object-specific Texture Measures from Multispectral Ikonos Imagery

(2013) Minho Kim et al.   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

Estimating area from an accuracy assessment error matrix

(2013) Stephen V. Stehman   REMOTE SENSING OF ENVIRONMENT

Concealed Quaternary strike-slip fault resolved with airborne lidar and seismic reflection: The Grizzly Valley fault system, northern Walker Lane, California

(2013) Ryan D. Gold et al.   JOURNAL OF GEOPHYSICAL RESEARCH-SOLID EARTH

Object-oriented identification of forested landslides with derivatives of single pulse LiDAR data

(2012) Miet Van Den Eeckhaut et al.   GEOMORPHOLOGY

Geospatial revolution and remote sensing LiDAR in Mesoamerican archaeology

(2012) A. F. Chase et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

The effects of mountaintop mines and valley fills on the physicochemical quality of stream ecosystems in the central Appalachians: A review

(2012) Michael B. Griffith et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Health-Related Quality of Life Among Central Appalachian Residents in Mountaintop Mining Counties

(2011) Keith J. Zullig et al.   AMERICAN JOURNAL OF PUBLIC HEALTH

The environmental costs of mountaintop mining valley fill operations for aquatic ecosystems of the Central Appalachians

(2011) Emily S. Bernhardt et al.   Annals of the New York Academy of Sciences

Multi-scale GEOBIA with very high spatial resolution digital aerial imagery: scale, texture and image objects

(2011) Minho Kim et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Object-based landform delineation and classification from DEMs for archaeological predictive mapping

(2011) Philip Verhagen et al.   JOURNAL OF ARCHAEOLOGICAL SCIENCE

Object-oriented mapping of landslides using Random Forests

(2011) André Stumpf et al.   REMOTE SENSING OF ENVIRONMENT

Testing space-scale methodologies for automatic geomorphic feature extraction from lidar in a complex mountainous landscape

(2011) Paola Passalacqua et al.   WATER RESOURCES RESEARCH

Structural and functional characteristics of natural and constructed channels draining a reclaimed mountaintop removal and valley fill coal mine

(2010) Ken M. Fritz et al.   JOURNAL OF THE NORTH AMERICAN BENTHOLOGICAL SOCIETY

Use of LIDAR in landslide investigations: a review

(2010) Michel Jaboyedoff et al.   NATURAL HAZARDS

High-resolution lidar-based landslide hazard mapping and modeling, UCSF Parnassus Campus, San Francisco, USA

(2009) William C. Haneberg et al.   Bulletin of Engineering Geology and the Environment