Object-Based Image Analysis in Wetland Research: A Review

Object-Based Image Analysis in Wetland Research: A Review

The applications of object-based image analysis (OBIA) in remote sensing studies of wetlands have been growing over recent decades, addressing tasks from detection and delineation of wetland bodies to comprehensive analyses of within-wetland cover types and their change. Compared to pixel-based appr...

Full description

Bibliographic Details
Main Author:	Iryna Dronova
Format:	Article
Language:	English
Published:	MDPI AG 2015-05-01
Series:	Remote Sensing
Subjects:	object-based image analysis (OBIA) GEOBIA wetland review sensors monitoring
Online Access:	http://www.mdpi.com/2072-4292/7/5/6380

Similar Items

Harnessing the Temporal Dimension to Improve Object-Based Image Analysis Classification of Wetlands
by: Meghan Halabisky, et al.
Published: (2018-09-01)

Geographic Object-Based Image Analysis: A Primer and Future Directions
by: Maja Kucharczyk, et al.
Published: (2020-06-01)

Satellite Image Pansharpening Using a Hybrid Approach for Object-Based Image Analysis
by: Nguyen Thanh Hoan, et al.
Published: (2012-10-01)

Classificação dos tipos de pavimentos das vias urbanas a partir de imagem de alta resolução espacial por meio de análise orientada a objeto
by: Torrijos Cadena, Germán [UNESP]
Published: (2014)

UAV Photogrammetry for Concrete Bridge Inspection Using Object-Based Image Analysis (OBIA)
by: Sara Zollini, et al.
Published: (2020-09-01)

Image Segmentation and Object-Based Image Analysis for Environmental Monitoring: Recent Areas of Interest, Researchers’ Views on the Future Priorities
by: Brian Alan Johnson, et al.
Published: (2020-06-01)

An Object-Based Image Analysis Method for Enhancing Classification of Land Covers Using Fully Convolutional Networks and Multi-View Images of Small Unmanned Aerial System
by: Tao Liu, et al.
Published: (2018-03-01)

Burned Area Mapping in Greece Using SPOT-4 HRVIR Images and Object-Based Image Analysis
by: Anastasia Polychronaki, et al.
Published: (2012-02-01)

Identification of Banana Plants from Unmanned Aerial Vehicles (UAV) Photos Using Object Based Image Analysis (OBIA) Method (A Case Study in Sayang Village, Jatinangor District, West Java)
by: Agung Budi Harto, et al.
Published: (2019-05-01)

Object-Based Image Analysis of Downed Logs in Disturbed Forested Landscapes Using Lidar
by: Maggi Kelly, et al.
Published: (2011-11-01)

The Face of the Banjarbaru City Wetlands in Last Four Decades
by: Syam'ani Syam'ani, et al.
Published: (2018-06-01)

Remote Sensing Image Fusion at the Segment Level Using a Spatially-Weighted Approach: Applications for Land Cover Spectral Analysis and Mapping
by: Brian Johnson
Published: (2015-01-01)

CNN-Based Land Cover Classification Combining Stratified Segmentation and Fusion of Point Cloud and Very High-Spatial Resolution Remote Sensing Image Data
by: Keqi Zhou, et al.
Published: (2019-09-01)

Object-based classification of vegetation species in a subtropical wetland using Sentinel-1 and Sentinel-2A images
by: Luis Fernando Chimelo Ruiz, et al.
Published: (2021-06-01)

Rapid urban flood damage assessment using high resolution remote sensing data and an object-based approach
by: Sergio Iván Jiménez-Jiménez, et al.
Published: (2020-01-01)

A Scalable, Supervised Classification of Seabed Sediment Waves Using an Object-Based Image Analysis Approach
by: Gerard Summers, et al.
Published: (2021-06-01)

Mapping Impervious Surfaces in Town–Rural Transition Belts Using China’s GF-2 Imagery and Object-Based Deep CNNs
by: Yongyong Fu, et al.
Published: (2019-01-01)

Reproducibility and Practical Adoption of GEOBIA with Open-Source Software in Docker Containers
by: Christian Knoth, et al.
Published: (2017-03-01)

Object-based water body extraction model using Sentinel-2 satellite imagery
by: Gordana Kaplan, et al.
Published: (2017-01-01)

Identifying Generalizable Image Segmentation Parameters for Urban Land Cover Mapping through Meta-Analysis and Regression Tree Modeling
by: Brian A. Johnson, et al.
Published: (2018-01-01)

Automatic Geographic Object Based Mapping of Streambed and Riparian Zone Extent from LiDAR Data in a Temperate Rural Urban Environment, Australia
by: Stuart Phinn, et al.
Published: (2011-05-01)

Exploration of Semantic Geo-Object Recognition Based on the Scale Parameter Optimization Method for Remote Sensing Images
by: Jun Wang, et al.
Published: (2021-06-01)

Image Segmentation Parameter Optimization Considering Within- and Between-Segment Heterogeneity at Multiple Scale Levels: Test Case for Mapping Residential Areas Using Landsat Imagery
by: Brian A. Johnson, et al.
Published: (2015-10-01)

Terrestrial Remotely Sensed Imagery in Support of Public Health: New Avenues of Research Using Object-Based Image Analysis
by: Kevin Koy, et al.
Published: (2011-10-01)

Coastal Aquaculture Mapping from Very High Spatial Resolution Imagery by Combining Object-Based Neighbor Features
by: Yongyong Fu, et al.
Published: (2019-01-01)

Land-Use Mapping in a Mixed Urban-Agricultural Arid Landscape Using Object-Based Image Analysis: A Case Study from Maricopa, Arizona
by: Christopher S. Galletti, et al.
Published: (2014-06-01)

An Object-Based Image Analysis Method for Monitoring Land Conversion by Artificial Sprawl Use of RapidEye and IRS Data
by: Maud Balestrat, et al.
Published: (2012-02-01)

The Effects of Point or Polygon Based Training Data on RandomForest Classification Accuracy of Wetlands
by: Jennifer Corcoran, et al.
Published: (2015-04-01)

ANALYSIS OF MULTITEMPORAL AERIAL IMAGES FOR FENYŐFŐ FOREST CHANGE DETECTION
by: SHUKHRAT SHOKIROV, et al.
Published: (2016-10-01)

Ontology-Guided Image Interpretation for GEOBIA of High Spatial Resolution Remote Sense Imagery: A Coastal Area Case Study
by: Helingjie Huang, et al.
Published: (2017-03-01)

Object-Based Land-Cover Mapping with High Resolution Aerial Photography at a County Scale in Midwestern USA
by: Xiaoxiao Li, et al.
Published: (2014-11-01)

A Semi-Automated Object-Based Approach for Landslide Detection Validated by Persistent Scatterer Interferometry Measures and Landslide Inventories
by: Stefan Lang, et al.
Published: (2012-05-01)

Ultra-High-Resolution Mapping of <i>Posidonia oceanica</i> (L.) Delile Meadows through Acoustic, Optical Data and Object-based Image Classification
by: Sante Francesco Rende, et al.
Published: (2020-08-01)

Landscape-Level Associations of Wintering Waterbird Diversity and Abundance from Remotely Sensed Wetland Characteristics of Poyang Lake
by: Iryna Dronova, et al.
Published: (2016-05-01)

An Object-Based Image Analysis Workflow for Monitoring Shallow-Water Aquatic Vegetation in Multispectral Drone Imagery
by: Dominique Chabot, et al.
Published: (2018-07-01)

Modeling Hotspots of Climate Change in the Sahel Using Object-Based Regionalization of Multidimensional Gridded Datasets
by: Michael Hagenlocher, et al.
Published: (2014-01-01)

Object-Based Image Analysis and Digital Terrain Analysis for Locating Landslides in the Urmia Lake Basin, Iran
by: Thomas Blaschke, et al.
Published: (2014-01-01)

Analysis of Unmanned Aerial System-Based CIR Images in Forestry—A New Perspective to Monitor Pest Infestation Levels
by: Jan Rudolf Karl Lehmann, et al.
Published: (2015-03-01)

A Semi-Automated Object-Based Gully Networks Detection Using Different Machine Learning Models: A Case Study of Bowen Catchment, Queensland, Australia
by: Hejar Shahabi, et al.
Published: (2019-11-01)

Evaluation of Three Different Machine Learning Methods for Object-Based Artificial Terrace Mapping—A Case Study of the Loess Plateau, China
by: Hu Ding, et al.
Published: (2021-03-01)