Zsófia Bakacsi

ORCID: 0000-0002-8967-6052
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About
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Research Areas
  • Soil Carbon and Nitrogen Dynamics
  • Soil Geostatistics and Mapping
  • Hungarian Social, Economic and Educational Studies
  • Soil and Unsaturated Flow
  • Soil erosion and sediment transport
  • Marine and environmental studies
  • Image Processing and 3D Reconstruction
  • Crop Yield and Soil Fertility
  • Soil and Land Suitability Analysis
  • Horticultural and Viticultural Research
  • Plant Water Relations and Carbon Dynamics
  • Soil Moisture and Remote Sensing
  • Soil and Water Nutrient Dynamics
  • Hydrology and Watershed Management Studies
  • 3D Modeling in Geospatial Applications
  • Geochemistry and Geologic Mapping
  • Plant Ecology and Soil Science
  • Soil and Environmental Studies
  • Landslides and related hazards
  • Fermentation and Sensory Analysis
  • Peatlands and Wetlands Ecology
  • Water Quality Monitoring Technologies
  • Soil Management and Crop Yield
  • Botany and Plant Ecology Studies
  • Remote Sensing in Agriculture

Centre for Agricultural Research
2016-2025

Agrárközgazdasági Intézet
2021-2025

Institute for Soil Sciences
2005-2024

Hungarian Academy of Sciences
2007-2019

Climate change is expected to have a vigorous impact on soils and ecosystems due elevated temperature changes in precipitation (amount frequency), thereby altering biogeochemical hydrological cycles. Several phenomena associated with climate anthropogenic activity affect indirectly via ecosystem functioning (such as higher atmospheric CO 2 concentration N deposition). Continuous interactions between determine the transformation transport processes. Long-term gradual abiotic environmental...

10.1556/0088.2018.67.1.9 article EN Agrokémia és Talajtan 2018-06-01

Abstract Soil hydraulic properties are among the most importantparameters that determine soil quality and its capabilityto serve ecosystem. Land use can significantlyinfluence properties, including conditions;however, additional factors, such as changes in climate(temperature precipitation), further influencethe land effects on properties. Inorder to develop possible adaptation measures mitigateany negative of climatic changes,it is important study impact changesin In this paper,we summarize...

10.1515/geo-2015-0053 article EN cc-by-nc-nd Open Geosciences 2015-11-24

We compiled maps for the topsoil (0–30 cm) organic carbon (SOC) stock and its prediction uncertainty in Hungary at 100 m resolution years 1992 2010 using a machine learning algorithm, namely, quantile regression forest. 10-fold cross-validation was used checking accuracy of spatial predictions quantifications both years. The performance appropriate, which verified by computed biases (0.15 0.30 2010), root mean square errors (21.99 21.39 plots G statistics (0.96 years) as well. Based on SOC...

10.1016/j.still.2019.104410 article EN cc-by Soil and Tillage Research 2019-09-18

Abstract At the European scale, soil characteristics are needed to evaluate quality, health and soil‐based ecosystem services in context of Green Deal. While some databases exist at a much larger wealth data is present individual countries, allowing more detailed assessment. There thus an urgent crucial need combine these scale. In frame large Joint Programme on agricultural soils launched by Commission, survey was conducted spring 2020, 24 participating countries assess existing sources,...

10.1111/ejss.13398 article EN cc-by-nc-nd European Journal of Soil Science 2023-07-01

Stakeholders and policymakers have been becoming more interested not just in the potential organic carbon (SOC) saturation level of soils but also spatially explicit information on degree SOC deficit, which can support future policy sustainable management strategies, sequestration-associated spatial planning. Thus objective our study was to develop a cubist-based pedotransfer function (PTF) for predicting mapping saturated content topsoils (0–30 cm) Hungary then compare resulting map with...

10.1016/j.catena.2023.107086 article EN cc-by CATENA 2023-03-29

Abstract Preventing and reversing soil degradation is essential to maintaining the ecosystem services provided by soils guaranteeing food security. In addition scientific community, it critical engage multiple stakeholders assess degree of mitigation strategies' impact meet United Nations' Sustainable Development Goals, European Union's Common Agricultural Policy, other national international goals. A semi‐structured questionnaire was distributed across countries participating in EU...

10.1111/sum.13023 article EN cc-by Soil Use and Management 2024-01-01

Spatially explicit, quantitative information on soil hydraulic properties is required in various modelling schemes. At European scale, EU-SoilHydroGrids proved its applicability a number of studies, ecological predictions, geological and hydrological hazard assessment, agri-environmental models, among others. Inspired by continental antecedent, an analogous, but larger national, 3D database was elaborated for the territory Hungary (HU-SoilHydroGrids) supported improvements (i–iv) computation...

10.1016/j.scitotenv.2024.171258 article EN cc-by The Science of The Total Environment 2024-02-26

1. Allen T.A., 1990. Particle Size Measurement. Chapman and Hall, London, UK. Google Scholar

10.31545/intagr/113347 article EN cc-by-nc-nd International Agrophysics 2019-10-24

This paper analyses the drought-induced growth responses of two ecologically and economically important broadleaf tree species, namely sessile oak (Quercus petraea (Matt.) Liebl.) Turkey cerris L.) in south-western Hungary. Although both have been described as drought‐tolerant our understanding their to drought extremes is still limited. Forest stands younger ages target species were sampled along a precipitation gradient under similar soil conditions. 136 tree-ring samples used build six...

10.1016/j.foreco.2021.119165 article EN cc-by-nc-nd Forest Ecology and Management 2021-04-29

Land use and management affect soil hydrological processes, the impacts can be further enhanced accelerated due to climate change. In this study, we analyzed possible long-term effects of different land types on processes based future climatic scenarios. Soil moisture temperature probes were installed at four sites, a cropland, vineyard, meadow, forest area. Based modeling changes in water content (SWC) using HYDRUS 1D model, found that precipitation have more pronounced effect than air...

10.3390/su14073908 article EN Sustainability 2022-03-25

Due to former soil surveys and mapping activities significant amount of information has accumulated in Hungary. Present data requirements are mainly fulfilled with these available datasets either by their direct usage or after certain specific generally fortuitous, thematic and/or spatial inference. the more frequently emerging discrepancies between expected data, there might be notable imperfection as for accuracy reliability delivered products. With a recently started project we would like...

10.15201/hungeobull.64.1.5 article EN cc-by-nc-nd Hungarian Geographical Bulletin 2015-04-20

Recently, the Global Map of Salt-affected Soils (GSSmap) was launched, which pursued a country-driven approach and aimed to update global country-level information on salt-affected soils (SAS). The aim this paper present how Hungary contributed GSSmap by preparing its own SAS maps using advanced digital soil mapping techniques. We used not just combination random forest multivariate geostatistical techniques for predicting spatial distribution indicators (i.e., pH, electrical conductivity...

10.3390/rs12244073 article EN cc-by Remote Sensing 2020-12-12

Abstract Since soil spectroscopy is considered to be a fast, simple, accurate and non-destructive analytical method, its application can integrated with wet analysis as an alternative. Therefore, development of national-level spectral libraries containing information about all types represented in country continuously increasing serve basis for calibrated predictive models capable assessing physical chemical parameters soils at multiple spatial scales. In this article, we present database...

10.1038/s41597-025-04667-9 article EN cc-by Scientific Data 2025-03-01

There is a recurring question in environmental science, whether the spatial heterogeneity of soils also accompanied by notable variation soil hydrological behaviour. Our aim was to investigate this so-called “structural versus functional homogeneity” issue using variably saturated zone simulations and Hungarian database MARTHA v3.1.4. The purpose applied classification method simulate water balance components different under same meteorological forcing then cluster them...

10.5194/egusphere-egu25-11586 preprint EN 2025-03-14

The sustainable management of crops in areas at risk soil health degradation is crucial, particularly given their vulnerability the current context climate change. Decision Support Tools (DSTs) designed specifically for farmers are essential assessing risks, analyzing impact agricultural practices, and defining strategies to mitigate negative impacts on health. In response this need, TUdi DSTs were developed (in app web format), integrating functionalities tailored address different types...

10.5194/egusphere-egu25-12364 preprint EN 2025-03-15

The introduction of the Directive on Soil Monitoring and Resilience proposed by European Parliament Council is supposed to be preceded specific preparatory works at Member State level, such as definition so-called soil districts together with development a monitoring system based elaborated zonalization. Three subsequent terms Presidency Union (Belgian, Hungarian, Polish) aimed finalize concept elaboration legislate Directive, so far without success. As consequence, final delineation could...

10.5194/egusphere-egu25-12044 preprint EN 2025-03-15

The ability of soil to store a large amount organic carbon (SOC) is one its most important characteristics, making it an active and indispensable participant in the global cycle. SOC influences various related functions services, such as agricultural productivity, water retention management, buffering capacity against toxic elements compounds, which are essential provide healthy food clean drinking water. Furthermore, widely recognized playing crucial role mitigating addressing environmental...

10.5194/egusphere-egu25-6260 preprint EN 2025-03-14

Understanding soil water management properties is crucial for agricultural, hydrological, and environmental modelling. To enhance the description of hydraulic processes, we developed national 3D maps Hungary at 100 m resolution, covering six layers down to 2 depth (HU-SoilHydroGrids). This dataset includes continuous values calculated parameters, but aggregating this information necessary facilitate its use in large-scale hydrological models with significant computational demands.In Hungary,...

10.5194/egusphere-egu25-4071 preprint EN 2025-03-14

Determining soil parameters is essential for rational use, sustainable management, cost-effective monitoring, and collecting baseline data targeted mapping.The aim of our research to perform non-destructive spectroradiometric measurements on the archived sample bank HUN-REN ATK Institute Soil Sciences, which includes comprehensive laboratory background data. This initiative seeks develop a nationwide spectrum library that spatially represents entirety Hungary’s land cover types,...

10.5194/egusphere-egu25-9429 preprint EN 2025-03-14

Soil moisture content (SWC) has a major impact on soil quality and plant health. Climate change affects conditions in agricultural ecosystems, due to changes precipitation amount intensity. The aim of present study was investigate the effect different inter-row management techniques as effective nature-based solutions vineyard ecosystems based own literature data. main focus SWC data, while available datasets organic carbon (SOC), bulk density, penetration resistance, saturated hydraulic...

10.5194/egusphere-egu25-9362 preprint EN 2025-03-14

The constant and detailed monitoring of soil properties is crucial for having an up-to-date status the health our soils. This requires sufficient sampling points to meaningfully accurately represent soils a whole country. Topsoil datasets can be very different regarding point density, spatial distribution representativity. Soil also cost- labour-intensive, which why combining existing national international efficient way create larger creation accurate property maps. In case Hungary, these...

10.5194/egusphere-egu25-19986 preprint EN 2025-03-15
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