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Explicit area-based accuracy assessment for mangrove tree crown delineation using Geographic Object-Based Image Analysis (GEOBIA)

Earth Resources and Environmental Remote Sensing/GIS Applications VIII, 2017
Effective mangrove management requires spatially explicit information of mangrove tree crown map as a basis for ecosystem diversity study and health assessment. Accuracy assessment is an integral part of any mapping activities to measure the effectiveness of the classification approach.
Muhammad Kamal, Kasper Johansen
exaly   +3 more sources

Geographic object-based image analysis (GEOBIA) of Landsat 8 OLI for landform identification

Sixth International Symposium on LAPAN-IPB Satellite, 2019
Geographic Object-Based Image Analysis (GEOBIA) is an emerging approach in remote sensing image analysis and classification which relies on segments or objects created by a group of pixels on the image.
Assyria F. Umela   +2 more
openaire   +2 more sources

Mapping alluvial mine dynamics in the Atewa landscape in Ghana using Geographic Object-Based Image Analysis (GEOBIA) and GIS

Environmental Monitoring and Assessment
The Atewa Range Forest Reserve (ARFR) in Ghana, a key biodiversity hotspot, is increasingly impacted by alluvial gold mining, which has been expanding in the region. However, limited research has focused on mining activities within the forest reserve or their proximity to river bodies. This study used high-resolution PlanetScope satellite imagery (2018-
Lukman Boakye, Adams, Yuichi S, Hayakawa
openaire   +3 more sources

Environmental Object Recognition in a Natural Image

International Journal of Agricultural and Environmental Information Systems, 2014
Natural images, which are filled with intriguing stimuli of spatial objects, represent our cognition and are rich in spatial information. Accurate extraction of spatial objects is challenging due to the associated spatial and spectral complexities in object recognition.
Aryal, Jagannath, Josselin, Didier
openaire   +3 more sources

SOIL SEALING AND LAND USE CHANGE DETECTION APPLYING GEOGRAPHIC OBJECT BASED IMAGE ANALYSIS (GEOBIA) TECHNIQUE

2013
Land use and land cover change analysis is now a mature area of study but it is still important to monitor these changes and their subsequent impacts on ecosystem functions. The rate of Land use and land cover change is much larger than ever recorded previously, with quick changes to ecosystems taking place at local to global scales.
Rabia Hammad, Ahmed Harb
openaire   +3 more sources

Applying geographic object-based image analysis (GEOBIA) and data mining to identify secondary forests succession on Santarem Region, Para, Brazil

2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2017
The secondary forest has a low diversity of species, however, they have major importance for the reestablishment of ecosystem functions and nutrient stocks lost from the original forests, as well as higher carbon absorption rate of the mature forests.
D. P. Menezes   +4 more
openaire   +2 more sources

Integrated mixture model and ensemble learning geographic object-based image analysis for road network extraction

Journal of Spatial Science, 2023
Delineation of road networks is often hindered by shadows, occlusions and spectrally similar objects. A hybrid Geographic object-based Image analysis (GeOBIA) technique that combines Mixture Model segmentation with Ensemble Learning algorithms to extract
Elaveni Palanivel, S. Selvan
semanticscholar   +1 more source

Methodological framework for ontology-driven geographic object-based image analysis (O-GEOBIA)

2019
Geographic Object-Based Image Analysis (GEOBIA) has emerged as a new sub-discipline of Geographic Information Science. GEOBIA provides methods to delineate real-world geographic objects from Earth Observation (EO) data. GEOBIA methods rely on human expert (domain) knowledge to perform image segmentation, classification, and classification-based ...
openaire   +1 more source

Geographic Object-Based Image Analysis (GEOBIA) for inventory mapping of forest-covered landslides: a case study in Jena, Germany

For assessing landslide susceptibility and hazard reliable landslide inventories are essential. Historic landslides might indicate periods of increased landslide activity compared to more recent decades. However, landslide features might have diminished over time especially due to human impact.
Ikram Zangana   +3 more
openaire   +1 more source

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