Search Results - "Vojteková, Jana"
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GIS-based comparative assessment of flood susceptibility mapping using hybrid multi-criteria decision-making approach, naïve Bayes tree, bivariate statistics and logistic regression: A case of Topľa basin, Slovakia
Published in Ecological indicators (01-10-2020)“…[Display omitted] •Flood susceptibility is assessed using bivariate statistics, MCDSA, and machine learning.•Different physical-geographical factors were…”
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Flash-Flood Susceptibility Assessment Using Multi-Criteria Decision Making and Machine Learning Supported by Remote Sensing and GIS Techniques
Published in Remote sensing (Basel, Switzerland) (01-01-2020)“…Concerning the significant increase in the negative effects of flash-floods worldwide, the main goal of this research is to evaluate the power of the…”
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Application of entropy weighting method for urban flood hazard mapping
Published in Acta geophysica (01-06-2021)“…Flooding is one of the most frequently occurring natural hazards worldwide. Mapping and assessment of possible flood hazards are critical components of the…”
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A comparison among fuzzy multi-criteria decision making, bivariate, multivariate and machine learning models in landslide susceptibility mapping
Published in Geomatics, natural hazards and risk (01-01-2021)“…Landslides are dangerous events which threaten both human life and property. The study aims to analyze the landslide susceptibility (LS) in the Kysuca river…”
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Comparison of multi-criteria-analytical hierarchy process and machine learning-boosted tree models for regional flood susceptibility mapping: a case study from Slovakia
Published in Geomatics, natural hazards and risk (01-01-2021)“…Identification of areas susceptible to floods is an important issue which requires an increased attention due to the changing frequency and magnitude of…”
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Flood Susceptibility Mapping on a National Scale in Slovakia Using the Analytical Hierarchy Process
Published in Water (Basel) (01-02-2019)“…Flood susceptibility mapping and assessment is an important element of flood prevention and mitigation strategies because it identifies the most vulnerable…”
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Mapping and assessment of land cover change and ecological stability: a case of three transects in Slovakia
Published in Acta Scientiarum Polonorum. Formatio Circumiectus (01-01-2022)“…Aim of the study: The aim of this paper is to analyze and assess the land cover change in three transects in Slovakia by applying the coefficient of ecological…”
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Flood prioritization integrating picture fuzzy-analytic hierarchy and fuzzy-linear assignment model
Published in Arabian journal of geosciences (2022)“…Flood is one of the most destructive natural hazards associated with substantial damage in various world regions. In this study, Iran’s Kalan basin was divided…”
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Flood hazard and flood risk assessment at the local spatial scale: a case study
Published in Geomatics, natural hazards and risk (01-11-2016)“…With regard to minimizing flood damage, there are measures of different character each of which has its justification and plays an important role in flood…”
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Assessment of landslide susceptibility at a local spatial scale applying the multi-criteria analysis and GIS: a case study from Slovakia
Published in Geomatics, natural hazards and risk (01-01-2020)“…Landslide susceptibility is an important topic mainly because its geo-spatial analysis provides a useful tool for planning, disaster management and hazard…”
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Flood inundation mapping in small and ungauged basins: sensitivity analysis using the EBA4SUB and HEC-RAS modeling approach
Published in Hydrology Research (01-08-2019)“…Abstract Flood mapping is an important part of flood risk analysis and management as its result is the visualization of flood hazard in terms of flood depth…”
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GIS-Based Landscape Stability Analysis: A Comparison of Overlay Method and Fuzzy Model for the Case Study in Slovakia
Published in The Professional geographer (02-10-2019)“…Landscape stability refers to spatial and functional stability of land use categories over time. This article is focused on the identification and comparison…”
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Flood mapping in small ungauged basins: a comparison of different approaches for two case studies in Slovakia
Published in Hydrology Research (01-02-2019)“…Abstract Flood mapping is a crucial element of flood risk management. In small and ungauged basins, empirical and regionalization approaches are often adopted…”
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Riverine flood potential assessment using metaheuristic hybrid machine learning algorithms
Published in Journal of flood risk management (01-09-2023)“…This study presents the performance of stand‐alone and novel hybrid models combining the feed‐forward neural network (FFNN) and extreme gradient boosting (XGB)…”
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GIS-Based Spatial and Multi-Criteria Assessment of Riverine Flood Potential: A Case Study of the Nitra River Basin, Slovakia
Published in ISPRS international journal of geo-information (01-09-2021)“…The aim of this study was to identify the areas with different levels of riverine flood potential (RFP) in the Nitra river basin, Slovakia, using…”
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Combined basin-scale and decentralized flood risk assessment: a methodological approach for preliminary flood risk assessment
Published in Hydrological sciences journal (17-02-2023)“…In this study, we focused on a combined basin-scale and decentralized approach (municipalities) to riverine flood risk mapping and assessment in the Gidra…”
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Novel hybrid models between bivariate statistics, artificial neural networks and boosting algorithms for flood susceptibility assessment
Published in Journal of environmental management (01-07-2020)“…Across the world, the flood magnitude is expected to increase as well as the damage caused by their occurrence. In this case, the prediction of areas which are…”
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Distance Learning of Geographic Information Systems Using Google Classroom: Students' Assessment and Perception
Published in The Professional geographer (03-09-2023)“…Distance education at universities during the COVID-19 pandemic was implemented through various so-called learning management systems (LMSs). These…”
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LAND USE CHANGE AND ITS IMPACT ON SURFACE RUNOFF FROM SMALL BASINS: A CASE OF RADIŠA BASIN
Published in Folia Geographica (01-01-2019)“…Land use changes in a basin frequently result in an increased surface runoff, which may induce the occurrence of floods or soil erosion. The paper thus aims to…”
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Riverine flood potential assessment at municipal level in Slovakia
Published in Journal of hydrology. Regional studies (01-08-2022)“…Slovakia – 2927 municipalities. This study maps and assesses the riverine flood potential in municipalities of Slovakia using the vector-based spatial…”
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