Optimized rule-based logistic model tree algorithm for mapping mangrove species using ALOS PALSAR imagery and GIS in the tropical region

Machine learning approaches for forest classification and change analysis using multi-temporal Landsat TM images over Huntington Wildlife Forest

(2018) Manqi Li et al.   GIScience & Remote Sensing

A comparative study of sequential minimal optimization-based support vector machines, vote feature intervals, and logistic regression in landslide susceptibility assessment using GIS

(2017) Binh Thai Pham et al.   Environmental Earth Sciences

A novel hybrid artificial intelligence approach for flood susceptibility assessment

(2017) Kamran Chapi et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Optimized Rule-Based Flood Mapping Technique Using Multitemporal RADARSAT-2 Images in the Tropical Region

(2017) Biswajeet Pradhan et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Integration of Ant Colony Optimization and Object-Based Analysis for LiDAR Data Classification

(2017) Maher Ibrahim Sameen et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Mapping mangrove forests using multi-tidal remotely-sensed data and a decision-tree-based procedure

(2017) Xuehong Zhang et al.   International Journal of Applied Earth Observation and Geoinformation

Monitoring mangrove biomass change in Vietnam using SPOT images and an object-based approach combined with machine learning algorithms

(2017) Lien T.H. Pham et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Aboveground biomass estimation of mangrove species using ALOS-2 PALSAR imagery in Hai Phong City, Vietnam

(2017) Tien Dat Pham et al.   Journal of Applied Remote Sensing

Distribution and drivers of global mangrove forest change, 1996–2010

(2017) Nathan Thomas et al.   PLoS One

Biomass estimation of Sonneratia caseolaris (l.) Engler at a coastal area of Hai Phong city (Vietnam) using ALOS-2 PALSAR imagery and GIS-based multi-layer perceptron neural networks

(2016) Tien Dat Pham et al.   GIScience & Remote Sensing

A New Semiautomated Detection Mapping of Flood Extent From TerraSAR-X Satellite Image Using Rule-Based Classification and Taguchi Optimization Techniques

(2016) Biswajeet Pradhan et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Spatial prediction of rainfall-induced landslides for the Lao Cai area (Vietnam) using a hybrid intelligent approach of least squares support vector machines inference model and artificial bee colony optimization

(2016) Dieu Tien Bui et al.   Landslides

The use of logistic model tree (LMT) for pixel- and object-based classifications using high-resolution WorldView-2 imagery

(2016) Ismail Colkesen et al.   Geocarto International

Mangrove Mapping and Change Detection in Ca Mau Peninsula, Vietnam, Using Landsat Data and Object-Based Image Analysis

(2015) Nguyen-Thanh Son et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Spatial prediction models for shallow landslide hazards: a comparative assessment of the efficacy of support vector machines, artificial neural networks, kernel logistic regression, and logistic model tree

(2015) Dieu Tien Bui et al.   Landslides

Risks of Coastal Storm Surge and the Effect of Sea Level Rise in the Red River Delta, Vietnam

(2015) James Neumann et al.   Sustainability

Impact of Topography and Tidal Height on ALOS PALSAR Polarimetric Measurements to Estimate Aboveground Biomass of Mangrove Forest in Indonesia

(2015) S. Darmawan et al.   Journal of Sensors

Comparative Assessment of Supervised Classifiers for Land Use–Land Cover Classification in a Tropical Region Using Time-Series PALSAR Mosaic Data

(2014) Tomohiro Shiraishi et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

A Decision-Tree Classifier for Extracting Transparent Plastic-Mulched Landcover from Landsat-5 TM Images

(2014) Lizhen Lu et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Classifying Complex Mountainous Forests with L-Band SAR and Landsat Data Integration: A Comparison among Different Machine Learning Methods in the Hyrcanian Forest

(2014) Sara Attarchi et al.   Remote Sensing

Carbon stocks of intact mangroves and carbon emissions arising from their conversion in the Dominican Republic

(2013) J. Boone Kauffman et al.   ECOLOGICAL APPLICATIONS

Combination of Target Detection and Block-matching 3D Filter for Despeckling SAR Images

(2013) Hu-Ming Zhu et al.   ELECTRONICS LETTERS

Decision tree approach for classification of remotely sensed satellite data using open source support

(2013) RICHA SHARMA et al.   Journal of Earth System Science

Neural Network Classification of Mangrove Species from Multi-seasonal Ikonos Imagery

(2013) Le Wang et al.   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

A comparative study on the predictive ability of the decision tree, support vector machine and neuro-fuzzy models in landslide susceptibility mapping using GIS

(2012) Biswajeet Pradhan   COMPUTERS & GEOSCIENCES

Estimating Global “Blue Carbon” Emissions from Conversion and Degradation of Vegetated Coastal Ecosystems

(2012) Linwood Pendleton et al.   PLoS One

Object Based Image Analysis and Data Mining applied to a remotely sensed Landsat time-series to map sugarcane over large areas

(2012) Matheus Alves Vieira et al.   REMOTE SENSING OF ENVIRONMENT

Monitoring flood extent in the lower Amazon River floodplain using ALOS/PALSAR ScanSAR images

(2012) Allan S. Arnesen et al.   REMOTE SENSING OF ENVIRONMENT

SAR Image Despeckling Using Bayesian Nonlocal Means Filter With Sigma Preselection

(2011) Hua Zhong et al.   IEEE Geoscience and Remote Sensing Letters

Mangroves among the most carbon-rich forests in the tropics

(2011) Daniel C. Donato et al.   Nature Geoscience

Mapping the Philippines’ Mangrove Forests Using Landsat Imagery

(2011) Jordan B. Long et al.   SENSORS

Mapping of mangrove forests on the southern coast of São Paulo, Brazil, using synthetic aperture radar data from ALOS/PALSAR

(2011) Francisca Rocha de Souza Pereira et al.   Remote Sensing Letters

An Object-Based Classification of Mangroves Using a Hybrid Decision Tree—Support Vector Machine Approach

(2011) Benjamin W. Heumann   Remote Sensing

Support vector machines in remote sensing: A review

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

PALSAR Radiometric and Geometric Calibration

(2009) M. Shimada et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Land cover change assessment using decision trees, support vector machines and maximum likelihood classification algorithms

(2009) J.R. Otukei et al.   International Journal of Applied Earth Observation and Geoinformation

An object-based method for mapping and change analysis in mangrove ecosystems

(2008) Giulia Conchedda et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Mangrove Forest Distributions and Dynamics in Madagascar (1975–2005)

(2008) Chandra Giri et al.   SENSORS

Monitoring mangrove forest changes using remote sensing and GIS data with decision-tree learning

(2008) Kai Liu et al.   WETLANDS

Comparison of decision tree methods for finding active objects

(2007) Yongheng Zhao et al.   ADVANCES IN SPACE RESEARCH

Mangrove forests: Resilience, protection from tsunamis, and responses to global climate change

(2007) Daniel M. Alongi   ESTUARINE COASTAL AND SHELF SCIENCE