Mapping Invasive Phragmites australis in the Old Woman Creek Estuary Using UAV Remote Sensing and Machine Learning Classifiers

The potential of Unmanned Aerial Systems: A tool towards precision classification of hard-to-distinguish vegetation types?

(2018) Jan Komárek et al.   International Journal of Applied Earth Observation and Geoinformation

Implementation of machine-learning classification in remote sensing: an applied review

(2018) Aaron E. Maxwell et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

An Automatic Random Forest-OBIA Algorithm for Early Weed Mapping between and within Crop Rows Using UAV Imagery

(2018) Ana de Castro et al.   Remote Sensing

Monitoring Spatial Variability and Temporal Dynamics of Phragmites Using Unmanned Aerial Vehicles

(2018) Viktor R. Tóth   Frontiers in Plant Science

Classification of shoreline vegetation in the Western Basin of Lake Erie using airborne hyperspectral imager HSI2, Pleiades and UAV data

(2018) Prabha Amali Rupasinghe et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Using Single- and Multi-Date UAV and Satellite Imagery to Accurately Monitor Invasive Knotweed Species

(2018) François-Marie Martin et al.   Remote Sensing

UAV lidar and hyperspectral fusion for forest monitoring in the southwestern USA

(2017) Temuulen Sankey et al.   REMOTE SENSING OF ENVIRONMENT

Object-based classification of wetland vegetation using very high-resolution unmanned air system imagery

(2017) Roshan Pande-Chhetri et al.   European Journal of Remote Sensing

Mapping of the Invasive Species Hakea sericea Using Unmanned Aerial Vehicle (UAV) and WorldView-2 Imagery and an Object-Oriented Approach

(2017) Flor Alvarez-Taboada et al.   Remote Sensing

Timing Is Important: Unmanned Aircraft vs. Satellite Imagery in Plant Invasion Monitoring

(2017) Jana Müllerová et al.   Frontiers in Plant Science

Comparing Pixel and Object-Based Approaches to Map an Understorey Invasive Shrub in Tropical Mixed Forests

(2017) Madhura Niphadkar et al.   Frontiers in Plant Science

Significant Remote Sensing Vegetation Indices: A Review of Developments and Applications

(2017) Jinru Xue et al.   Journal of Sensors

Using unmanned aerial vehicles for high-resolution remote sensing to map invasive Phragmites australis in coastal wetlands

(2016) Sathishkumar Samiappan et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Mapping of invasive phragmites (common reed) in Gulf of Mexico coastal wetlands using multispectral imagery and small unmanned aerial systems

(2016) Sathishkumar Samiappan et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Hyperspectral Sensors as a Management Tool to Prevent the Invasion of the Exotic Cordgrass Spartina densiflora in the Doñana Wetlands

(2016) Javier Bustamante et al.   Remote Sensing

Performance of Support Vector Machines and Artificial Neural Network for Mapping Endangered Tree Species Using WorldView-2 Data in Dukuduku Forest, South Africa

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

Inventory of Small Forest Areas Using an Unmanned Aerial System

(2015) Stefano Puliti et al.   Remote Sensing

Object-Based Image Analysis in Wetland Research: A Review

(2015) Iryna Dronova   Remote Sensing

Drone remote sensing for forestry research and practices

(2015) Lina Tang et al.   JOURNAL OF FORESTRY RESEARCH

Comparing Machine Learning Classifiers for Object-Based Land Cover Classification Using Very High Resolution Imagery

(2014) Yuguo Qian et al.   Remote Sensing

Remote detection of invasive plants: a review of spectral, textural and phenological approaches

(2013) Bethany A. Bradley   BIOLOGICAL INVASIONS

Object-based classification of Worldview-2 imagery for mapping invasive common reed,Phragmites australis

(2013) Nicholas J. Lantz et al.   CANADIAN JOURNAL OF REMOTE SENSING

Acquisition, Orthorectification, and Object-based Classification of Unmanned Aerial Vehicle (UAV) Imagery for Rangeland Monitoring

(2013) Andrea S. Laliberte et al.   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

A Photogrammetric Workflow for the Creation of a Forest Canopy Height Model from Small Unmanned Aerial System Imagery

(2013) Jonathan Lisein et al.   Forests

Comparison of support vector machine, neural network, and CART algorithms for the land-cover classification using limited training data points

(2012) Yang Shao et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Ecological impacts of invasive alien plants: a meta-analysis of their effects on species, communities and ecosystems

(2011) Montserrat Vilà et al.   ECOLOGY LETTERS

Comparing object-based and pixel-based classifications for mapping savannas

(2011) Timothy G. Whiteside et al.   International Journal of Applied Earth Observation and Geoinformation

A comparison of pixel-based and object-based image analysis with selected machine learning algorithms for the classification of agricultural landscapes using SPOT-5 HRG imagery

(2011) Dennis C. Duro et al.   REMOTE SENSING OF ENVIRONMENT

A proposed unified framework for biological invasions

(2011) Tim M. Blackburn et al.   TRENDS IN ECOLOGY & EVOLUTION

Support vector machines in remote sensing: A review

(2010) Giorgos Mountrakis et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Direct and Indirect Effects of Invasive Plants on Soil Chemistry and Ecosystem Function

(2010) Jeffrey D. Weidenhamer et al.   JOURNAL OF CHEMICAL ECOLOGY

Use of textural measurements to map invasive wetland plants in the Hudson River National Estuarine Research Reserve with IKONOS satellite imagery

(2010) Magdeline Laba et al.   REMOTE SENSING OF ENVIRONMENT

Thermal and Narrowband Multispectral Remote Sensing for Vegetation Monitoring From an Unmanned Aerial Vehicle

(2009) J. Berni et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Sampling designs for accuracy assessment of land cover

(2009) Stephen V. Stehman   INTERNATIONAL JOURNAL OF REMOTE SENSING

The Invasion and Spread of Phragmites australis during a Period of Low Water in a Lake Erie Coastal Wetland

(2008) Robert S. Whyte et al.   JOURNAL OF COASTAL RESEARCH

Integrating multi-temporal spectral and structural information to map wetland vegetation in a lower Connecticut River tidal marsh

(2008) Martha S. Gilmore et al.   REMOTE SENSING OF ENVIRONMENT

Assessing the use of multiseason QuickBird imagery for mapping invasive species in a Lake Erie coastal Marsh

(2008) Dana M. Ghioca-Robrecht et al.   WETLANDS