A rule-based classification methodology to handle uncertainty in habitat mapping employing evidential reasoning and fuzzy logic

No abstract is available for this paper.

• Publication year

  2014

• Venue

  Pattern Recognition Letters

• Publication date

  2014-10-15

• Fields of study

  Computer Science, Environmental Science

• Identifiers
  DOI 10.1016/j.patrec.2013.11.002
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• Harmonization of the Land Cover Classification System (LCCS) with the General Habitat Categories (GHC) classification system

  2014cited by this paper
• The significance of habitats as indicators of biodiversity and their links to species

  2013cited by this paper
• Mapping small wetlands of Kenya and Tanzania using remote sensing techniques

  2013cited by this paper
• Land cover to habitat map translation: Disambiguation rules based on Earth Observation data

  2013influential reference
• Translating land cover/land use classifications to habitat taxonomies for landscape monitoring: a Mediterranean assessment

  2013influential reference
• Tree Species Discrimination in Tropical Forests Using Airborne Imaging Spectroscopy

  2013cited by this paper
• Discrimination of mangrove forests and characterization of adjoining land cover classes using temporal C-band Synthetic Aperture Radar data: A case study of Sundarbans

  2013cited by this paper
• Super-resolution mapping of lakes from imagery with a coarse spatial and fine temporal resolution

  2012cited by this paper
• An evaluation of ensemble classifiers for mapping Natura 2000 heathland in Belgium using spaceborne angular hyperspectral (CHRIS/Proba) imagery

  2012cited by this paper
• Improvement of X-ray castings inspection reliability by using Dempster-Shafer data fusion theory

  2011cited by this paper
• Developing environmental indices based on fuzzy set theory and evidential reasoning

  2011cited by this paper
• Manual for habitat and vegetation surveillance and monitoring : temperate, mediterranean and desert biomes

  2011cited by this paper
• Evidential reasoning using extended fuzzy Dempster–Shafer theory for handling various facets of information deficiency

  2011cited by this paper
• Updating the Phase 1 habitat map of Wales, UK, using satellite sensor data

  2011cited by this paper
• Risk analysis in a linguistic environment: A fuzzy evidential reasoning-based approach

  2011cited by this paper
• Evaluation of classifiers for processing Hyperion (EO-1) data of tropical vegetation

  2011cited by this paper
• Assessment of ALOS PALSAR 50 m Orthorectified FBD Data for Regional Land Cover Classification by Support Vector Machines

  2011influential reference
• Target Recognition Based on Fuzzy Dempster Data Fusion Method

  2010cited by this paper
• Using ALOS/PALSAR and RADARSAT-2 to Map Land Cover and Seasonal Inundation in the Brazilian Pantanal

  2010cited by this paper
• Large-Area Classification and Mapping of Forest and Land Cover in the Brazilian Amazon: A Comparative Analysis of ALOS/PALSAR and Landsat Data Sources

  2010cited by this paper
• Shape from silhouette using Dempster-Shafer theory

  2010cited by this paper
• Image Processing: The Fundamentals: Petrou/Image Processing: The Fundamentals

  2010cited by this paper
• Supplier selection in a fuzzy group setting: A method using grey related analysis and Dempster-Shafer theory

  2009cited by this paper
• European species and habitat monitoring: where are we now?

  2008cited by this paper
• A standardized procedure for surveillance and monitoring European habitats and provision of spatial data

  2007cited by this paper
• Engine fault diagnosis based on multi-sensor information fusion using Dempster-Shafer evidence theory

  2007cited by this paper
• Land cover classification using fuzzy rules and aggregation of contextual information through evidence theory

  2006cited by this paper
• Classification of a complex landscape using Dempster–Shafer theory of evidence

  2006cited by this paper
• Landcover classification in MRF context using Dempster-Shafer fusion for multisensor imagery

  2005cited by this paper
• Fuzzy Rule-Based Evidential Reasoning Approach for Safety Analysis

  2004cited by this paper
• Use of Dempster-Shafer theory to combine classifiers which use different class boundaries

  2003influential reference
• Applying evidential reasoning methods to agricultural land cover classification

  2003cited by this paper
• Uncertainty modelling using Dempster-Shafer theory for improving detection of weld defects

  2003cited by this paper
• Evidential reasoning with Landsat TM, DEM and GIS data for landcover classification in support of grizzly bear habitat mapping

  2002cited by this paper
• Application of Dempster-Shafer theory in condition monitoring applications: a case study

  2001cited by this paper
• FOUNDATIONS OF FUZZY SET THEORY AND FUZZY LOGIC: A HISTORICAL OVERVIEW

  2001cited by this paper
• An expert system with uncertain rules based on Dempster-Shafer theory

  2001cited by this paper
• Using remote sensing to assess biodiversity

  2001cited by this paper
• Land cover classification system (LCCS): classification concepts and user manual for software version 1.0

  2000cited by this paper
• Methods of Combining Multiple Classifiers with Different Features and Their Applications to Text-Independent Speaker Identification

  1997cited by this paper
• Some aspects of Dempster-Shafer evidence theory for classification of multi-modality medical images taking partial volume effect into account

  1996cited by this paper
• Active fusion - A new method applied to remote sensing image interpretation

  1996cited by this paper
• -1 - Issues of Knowledge Representation in Dempster-shafer's Theory 2. Representing Problems in the Dempster-shafer Theory 2.1. the Straightforward Use 2.2. the Multivariate Approach 2.3. Graph-based Approaches 3. Why We Need More? 3.1. Odd Representation Tools 3.2. Missed Distinctions

  1994cited by this paper
• Combining the results of several neural network classifiers

  1994cited by this paper
• Decision Making Under Dempster-Shafer Uncertainties

  1992cited by this paper
• Road extraction from multi-temporal satellite images by an evidential reasoning approach

  1991cited by this paper
• On the dempster-shafer framework and new combination rules

  1987cited by this paper
• Upper and Lower Probabilities Induced by a Multivalued Mapping

  1967cited by this paper

• Towards a comprehensive geodiversity - Biodiversity nexus in terrestrial ecosystems

  2025cites this paper
• Detection of sea urchins (Diadema setosum) colony distribution on UAV imagery data using fuzzy logic spproach

  2025cites this paper
• An improved approach for incomplete information modeling in the evidence theory and its application in classification

  2024cites this paper
• Impact of Image-Processing Routines on Mapping Glacier Surface Facies from Svalbard and the Himalayas Using Pixel-Based Methods

  2022cites this paper
• Improved Support Vector Machine Classifier Through a Particle Filter Algorithm

  2020cites this paper
• An online platform for spatial and iterative modelling with Bayesian Networks

  2020cites this paper
• Rule-based hidden relation recognition for large scale knowledge graphs

  2019cites this paper
• A fuzzy logic decision support model for climate-driven biomass loss risk in western Oregon and Washington

  2019cites this paper
• Quantifying uncertainties in earth observation-based ecosystem service assessments

  2019cites this paper
• The Classification of Noise-Afflicted Remotely Sensed Data Using Three Machine-Learning Techniques: Effect of Different Levels and Types of Noise on Accuracy

  2018cites this paper
• KLASIFIKASI HABITAT PERAIRAN DANGKAL MENGGUNAKAN LOGIKA FUZZY DAN MAXIMUM LIKELIHOOD PADA CITRA SATELIT MULTISPEKTRAL

  2018cites this paper
• Weighted Fuzzy Dempster–Shafer Framework for Multimodal Information Integration

  2018cites this paper
• Space-air-field integrated biodiversity monitoring based on experimental station

  2018cites this paper
• Design of Solving Similarity Recognition for Cloth Products Based on Fuzzy Logic and Particle Swarm Optimization Algorithm

  2017cites this paper
• A Novel Classification Technique of Landsat-8 OLI Image-Based Data Visualization: The Application of Andrews' Plots and Fuzzy Evidential Reasoning

  2017cites this paper
• Conflict evidence management in fault diagnosis

  2017cites this paper
• Fine classification of construction land using high-resolution remote sensing images: a case study in planning restricted zone of nuclear power plant

  2017cites this paper
• Application of Database Approaches to the Study of Earth’s Aeolian Environments: Community Needs and Goals

  2017cites this paper
• Habitat mapping of coastal wetlands using expert knowledge and Earth observation data

  2016cites this paper
• Multi-modal knowledge base generation from very high resolution satellite imagery for habitat mapping

  2016cites this paper
• Interval-Valued Belief Rule Inference Methodology Based on Evidential Reasoning-IRIMER

  2016cites this paper
• A method to determine basic probability assignment in the open world and its application in data fusion and classification

  2016cites this paper
• An advanced system for the targeted classification of grassland types with multi-temporal SAR imagery

  2016cites this paper
• A Threat Assessment Model under Uncertain Environment

  2015cites this paper
• Remote sensing for biodiversity monitoring: a review of methods for biodiversity indicator extraction and assessment of progress towards international targets

  2015influential citation
• The Earth Observation Data for Habitat Monitoring (EODHaM) system

  2015cites this paper
• Seven Shortfalls that Beset Large-Scale Knowledge of Biodiversity

  2015cites this paper
• Land cover to habitat map conversion using remote sensing data: A supervised learning approach

  2014influential citation
• Expert knowledge for translating land cover/use maps to General Habitat Categories (GHC)

  2014cites this paper
• Article in Press G Model International Journal of Applied Earth Observation and Geoinformation the Earth Observation Data for Habitat Monitoring (eodham) System

  year unknowncites this paper