Gordana Jakovljević

Gordana Jakovljević
University of Banja Luka · department of Geodesy

Doctor of Philosophy

About

28
Publications
20,660
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145
Citations
Introduction
Gordana Jakovljević currently works at the department of Geodesy, University of Banja Luka.

Publications

Publications (28)
Conference Paper
Full-text available
The challenge Access to clean water has become a critical issue worldwide due to urbanization, growing population, intensive industrial development and climate change increasing water stress and pollutant loads into the freshwater ecosystem. Water quality describes the water properties in terms of biological, physicchemical and hydro morphological...
Conference Paper
Full-text available
Plastic pollution in water ecosystems has been a razing problem since the mid-1970s and it is becoming one of the biggest global environmental problems. Today, plastic litter is presented everywhere from river banks, coastal areas, and seafloor to the most remote points in the ocean. However, there is still a lack of exact data on the amount and sp...
Conference Paper
In recent years, fast and simple acquisition of geospatial data, fast processing, and distribution is a trend that characterizes geoinformation technologies. The primacy of the acquisition is based on image processing technology and laser scanning. This paper attempts to answer how acceptable these technologies are incorporated into smartphones whi...
Article
Up-to-date cadastral maps are crucial for urban planning. Creating those maps with the classical geodetic methods is expensive and time-consuming. Emerge of Unmanned Aerial Vehicles (UAV) made a possibility for quick acquisition of data with much more details than it was possible before. The topic of the research refers to the challenges of automat...
Conference Paper
Full-text available
This study presents the integration of a cloud platform (Google Earth Engine API) and an algorithm for automatic detection, for near real-time burned area mapping using Sentinel-2 images. The algorithm used differenced NBR images, a region growing algorithm and the OTSU thresholding method to maximize the level of automatization. The results were c...
Article
Full-text available
Although plastic pollution is one of the most noteworthy environmental issues nowadays, there is still a knowledge gap in terms of monitoring the spatial distribution of plastics, which is needed to prevent its negative effects and to plan mitigation actions. Unmanned Aerial Vehicles (UAVs) can provide suitable data for mapping floating plastic, bu...
Article
Full-text available
Digital elevation model (DEM) has been frequently used for the reduction and management of flood risk. Various classification methods have been developed to extract DEM from point clouds. However, the accuracy and computational efficiency need to be improved. The objectives of this study were as follows: (1) to determine the suitability of a new me...
Chapter
This study provides comparison of object and pixel based image analysis capabilities for burned area mapping in Mediterranean part of the Republic of Srpska, Bosnia and Herzegovina based on free Earth observation mission (ESA) Sentinel-2 satellite images. More specifically, the performance of the Nearest Neighboured (NN) algorithm for object-based...
Chapter
Full-text available
This paper shows the basic characteristics of satellite images of remote sensing in managing emergency situations, as well as their ability to use in managing emergency plans. The satellite systems Landsat 8, Sentinel 2A and Modis were analyzed. Analyzing the accuracy of the classification of satellite images in crisis situations, it has been shown...
Conference Paper
Full-text available
The millions of tons of plastics ending up in the ocean every year. Marine plastic litter is a global environmental problem with significant economic, ecological, public health and aesthetic impacts. In order to reduce those impacts and reduce plastics abundance, source of litter and they pathways need to be identified. Land based litter, transport...
Conference Paper
The global plastic production increasing over time, reaching maximum of 335 million metric tons in 2016. Tonnes of that plastics end up in world ocean every year. With this rate we are faceing future with more plastic in the Ocean than fish by 2050. Altho, marine debris has become significant concern for the helth of ocean and humans there is many...
Conference Paper
Full-text available
Water bodies are among most sensitive ecological environments. In order to ensure good water quality and establish framework for their protection European Parliament was adopted the Water Framework Directive (WFD) (Directive 2000/60/EC). The biological, hydro morphological and physic chemical quality parameters which are relevant for assessment of...
Chapter
Floods are one of the most serious, common and expensive natural disasters that cause fatalities and considerable economic losses worldwide every year. Climate change has dramatically increased the frequency and the severity of the flood events. In May 2014, 2/3 of Serbia were affected by the floods, more than 400 homes were destroyed while the tot...
Article
Full-text available
Surface water maps are essential for many environmental applications. Waterbody delineation from satellite images remains a challenging task due to sensor limitations, the presence of clouds, the low albedo surfaces in urban areas, topographic, and atmospheric conditions. In this paper, a model based on the Supported Vector Machine (SVM) classifier...
Conference Paper
Floods are one of the most serious and common natural disasters that cause fatalities and considerable economic losses worldwide every year. In order to reduce and manage risk that floods pose to human health, the environmental and economy flood risk map, as a crucial element of flood risk management, need to be generated. Most often flood risk is...
Conference Paper
Full-text available
The Water Framework Directive of the European Union aims to protect water bodies from feature degradation. Monitoring is essential for assessment and comprehensive overview of water status. Annex V of WFD define tree type of water quality parameters which need to be monitored (biological and two supported one – hydro morphological and physic chemic...
Conference Paper
Floods are one of the most serious, common and expensive natural disasters that cause fatalities and considerable economic losses worldwide every year. Climate change has dramatically increased the frequency and the severity of the flood events. In May 2014, 2/3 of Serbia were affected by the floods, more than 400 homes were destroyed while the tot...
Poster
Full-text available
European Union Water Frame Work Directive is established in order to preserve water quality of all water body. In order to assess and monitor status of water bodies various information about geometry, topology and attributes (dened according to Annex V and Annex X of WFD) need to be collected and reported to EU commission. The goal of this researc...
Article
Full-text available
Fire risk management starts with an assessment of the most flammable places. In this paper, identification, classification and mapping of forest fire risk is completed with an aim of reducing the ratio and ecological damage caused by the fire. Suggested model is based on the combination of Geographical Information Systems and multi-criteria decisio...
Conference Paper
Full-text available
Land cover/land use (LULC) have an important impact on land degradation, erosion and water availability therefore mapping of patterns and spatial distribution of LULC is essential for land management. Accurate mapping of complex land cover and land use classes using remotely sensed data requires robust classification methods. Various classification...
Conference Paper
Full-text available
Due to the importance of water for human beings' development and in order to protect water and ensure its good ecological condition, a series of Directives was adopted by the European Union. The Water Frame Directive (Directive 2000/60/EC) of the European Parliament has dominant role in water management and establishes a framework for water quality...
Article
Full-text available
The aim of this paper is modeling difference of reference surfaces of the Earth's body to solve the problem of vertical positioning. With development of GNSS technology determining geoid undulation obtained scientific and practical significance especially in the vertical position with the aim of replacing the traditional geometrical leveling. The p...
Article
Full-text available
Landfills are one of the most common ways of waste disposal. Selecting a landfill site is a complicated and long process that involves a legal framework as well as environmental, economic and social parameters aimed at reducing a negative environmental impact. The landfill site selection in the municipality of Nevesinje (Republic of Srpska), dealt...

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Projects

Project (1)
Project
European Union Water Frame Work Directive is established in order to preserve water quality of all water body. In order to assess and monitor status of water bodies various information about geometry, topology and attributes (defined according to Annex V and Annex X of WFD) need to be collected and reported to EU commission. The goal of this research is to present possible integration of multispectral and radar image, but also LiDAR and open data in collecting, presenting and distributing data required by WFD and INSPIRE specification. Integration of multi spectral, radar, LiDAR and Open data provide high availability and accurate source for obtaining information for water management. For a time effective usage of those data workflow for processing in real time is proposed. In order to provide processing data on a distributed computing platform and Service Oriented Architecture, is formally specfied by using the Business Processing Model Notation (BPMN). Formalization of process trough BPMN aim to provide completely automated data processing worflow trough Web Processing Services in real time from users who are not specialist in remote sensing area.