Mapping an Invasive Plant Spartina alterniflora by Combining an Ensemble One-Class Classification Algorithm with a Phenological NDVI Time-Series Analysis Approach in Middle Coast of Jiangsu, China

System-Specific Complex Interactions Shape Soil Organic Carbon Distribution in Coastal Salt Marshes

(2020) Dan Yang et al.   International Journal of Environmental Research and Public Health

Monitoring Invasion Process of Spartina alterniflora by Seasonal Sentinel-2 Imagery and an Object-Based Random Forest Classification

(2020) Yanlin Tian et al.   Remote Sensing

Development of spectral-phenological features for deep learning to understand Spartina alterniflora invasion

(2020) Jinyan Tian et al.   REMOTE SENSING OF ENVIRONMENT

Quantifying expansion and removal of Spartina alterniflora on Chongming island, China, using time series Landsat images during 1995–2018

(2020) Xi Zhang et al.   REMOTE SENSING OF ENVIRONMENT

Improving land cover classification in an urbanized coastal area by random forests: The role of variable selection

(2020) Fang Zhang et al.   REMOTE SENSING OF ENVIRONMENT

Performances of machine learning algorithms for mapping fractional cover of an invasive plant species in a dryland ecosystem

(2019) Hailu Shiferaw et al.   Ecology and Evolution

Evaluation of Sentinel-2 time-series for mapping floodplain grassland plant communities

(2019) Sébastien Rapinel et al.   REMOTE SENSING OF ENVIRONMENT

Rapid Invasion of Spartina Alterniflora in the Coastal Zone of Mainland China: Spatiotemporal Patterns and Human Prevention

(2019) Dehua Mao et al.   SENSORS

UAV data as alternative to field sampling to map woody invasive species based on combined Sentinel-1 and Sentinel-2 data

(2019) Teja Kattenborn et al.   REMOTE SENSING OF ENVIRONMENT

Land cover and land use classification performance of machine learning algorithms in a boreal landscape using Sentinel-2 data

(2019) Abdulhakim Mohamed Abdi   GIScience & Remote Sensing

esdm : A tool for creating and exploring ensembles of predictions from species distribution and abundance models

(2019) Samuel M. Woodman et al.   Methods in Ecology and Evolution

Predicting the potential hybridization zones between native and invasive marmosets within Neotropical biodiversity hotspots

(2019) Andreia Magro Moraes et al.   Global Ecology and Conservation

An Ensemble of Classifiers Based on Positive and Unlabeled Data in One-Class Remote Sensing Classification

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

One-class remote sensing classification: one-class vs. binary classifiers

(2018) Xueqing Deng et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Monitoring Andean high altitude wetlands in central Chile with seasonal optical data: A comparison between Worldview-2 and Sentinel-2 imagery

(2018) Rocío A. Araya-López et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Intra-annual phenology for detecting understory plant invasion in urban forests

(2018) Kunwar K. Singh et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Evaluation of One-Class Support Vector Classification for Mapping the Paddy Rice Planting Area in Jiangsu Province of China from Landsat 8 OLI Imagery

(2018) Xinjie Xu et al.   Remote Sensing

Assessing Texture Features to Classify Coastal Wetland Vegetation from High Spatial Resolution Imagery Using Completed Local Binary Patterns (CLBP)

(2018) Minye Wang et al.   Remote Sensing

Invasive tree species detection in the Eastern Arc Mountains biodiversity hotspot using one class classification

(2018) Rami Piiroinen et al.   REMOTE SENSING OF ENVIRONMENT

Characterizing 32 years of shrub cover dynamics in southern Portugal using annual Landsat composites and machine learning regression modeling

(2018) Stefan Suess et al.   REMOTE SENSING OF ENVIRONMENT

Rapid Invasion of Spartina alterniflora in the Coastal Zone of Mainland China: New Observations from Landsat OLI Images

(2018) Mingyue Liu et al.   Remote Sensing

Less is more: optimizing classification performance through feature selection in a very-high-resolution remote sensing object-based urban application

(2017) Stefanos Georganos et al.   GIScience & Remote Sensing

Using Landsat Time Series to Understand How Management and Disturbances Influence the Expansion of an Invasive Tree

(2017) Nuno Cesar de Sa et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Phenology-based Spartina alterniflora mapping in coastal wetland of the Yangtze Estuary using time series of GaoFen satellite no. 1 wide field of view imagery

(2017) Jinquan Ai et al.   Journal of Applied Remote Sensing

Multi-feature combined cloud and cloud shadow detection in GaoFen-1 wide field of view imagery

(2017) Zhiwei Li et al.   REMOTE SENSING OF ENVIRONMENT

Appling the One-Class Classification Method of Maxent to Detect an Invasive Plant Spartina alterniflora with Time-Series Analysis

(2017) Xiang Liu et al.   Remote Sensing

Monitoring the Invasion of Spartina alterniflora Using Multi-source High-resolution Imagery in the Zhangjiang Estuary, China

(2017) Mingyue Liu et al.   Remote Sensing

Mapping Prosopis spp. with Landsat 8 data in arid environments: Evaluating effectiveness of different methods and temporal imagery selection for Hargeisa, Somaliland

(2016) Wai-Tim Ng et al.   International Journal of Applied Earth Observation and Geoinformation

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

Mapping raised bogs with an iterative one-class classification approach

(2016) Benjamin Mack et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Global snow cover estimation with Microwave Brightness Temperature measurements and one-class in situ observations

(2016) Xiaocong Xu et al.   REMOTE SENSING OF ENVIRONMENT

Phenology-guided saltcedar (Tamarix spp.) mapping using Landsat TM images in western U.S.

(2016) Wenjie Ji et al.   REMOTE SENSING OF ENVIRONMENT

Incorporating plant phenological trajectory in exotic saltcedar detection with monthly time series of Landsat imagery

(2016) Chunyuan Diao et al.   REMOTE SENSING OF ENVIRONMENT

In-depth comparisons of MaxEnt, biased SVM and one-class SVM for one-class classification of remote sensing data

(2016) Benjamin Mack et al.   Remote Sensing Letters

Spatio-temporal analysis of vegetation variation in the Yellow River Basin

(2015) Weiguo Jiang et al.   ECOLOGICAL INDICATORS

Decision fusion and non-parametric classifiers for land use mapping using multi-temporal RapidEye data

(2015) Fabian Löw et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Robust monitoring of small-scale forest disturbances in a tropical montane forest using Landsat time series

(2015) Ben DeVries et al.   REMOTE SENSING OF ENVIRONMENT

Building Predictive Models inRUsing thecaretPackage

(2015) Max Kuhn   Journal of Statistical Software

Can I Trust My One-Class Classification?

(2014) Benjamin Mack et al.   Remote Sensing

Integrating ensemble species distribution modelling and statistical phylogeography to inform projections of climate change impacts on species distributions

(2013) Brenna R. Forester et al.   DIVERSITY AND DISTRIBUTIONS

Spectral Discrimination of the Invasive Plant Spartina alterniflora at Multiple Phenological Stages in a Saltmarsh Wetland

(2013) Zu-Tao Ouyang et al.   PLoS One

Assessing floristic composition with multispectral sensors—A comparison based on monotemporal and multiseasonal field spectra

(2012) Hannes Feilhauer et al.   International Journal of Applied Earth Observation and Geoinformation

Multiple Classifier System for Remote Sensing Image Classification: A Review

(2012) Peijun Du et al.   SENSORS

Ensemble modelling of species distribution: the effects of geographical and environmental ranges

(2010) Gael Grenouillet et al.   ECOGRAPHY

A Positive and Unlabeled Learning Algorithm for One-Class Classification of Remote-Sensing Data

(2010) Wenkai Li et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

A maximum entropy approach to one-class classification of remote sensing imagery

(2010) Wenkai Li et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Mapping Invasive Tamarisk (Tamarix): A Comparison of Single-Scene and Time-Series Analyses of Remotely Sensed Data

(2009) Paul Evangelista et al.   Remote Sensing