SM
Safwan MOHAMMED (Ph.D)
University of Debrecen, Latakia University, Damascus University
Research areas: Agricultural and Biological Sciences · Soil Science · Hydrology and Drought Analysis · Soil erosion and sediment transport · Climate change impacts on agriculture
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About
A researcher in environmental issues such as land degradation, ecosystem management, climate change and crop production, with over 9 years of research experience including soil science, land degradation, climate change, GIS-modeling, and carbon emission.
Employment
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University of Debrecen Tudományos munkatárs (HU)/Research fellow.2021 - Present
Education
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University of Debrecen Ph. D. Student2017 - Present
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Tishreen University Ms.C.2013 - 2016
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Damascus University Msc.2010 - 2013
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Damascus University Bs. C.2003 - 2008
Projects & Funding
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Stipendium Hungaricum Scholarship Programme - Study in Hungary TEMPUS PUBLIC FOUNDATION2017 - 2021
Publications (73)
- Deep learning prediction of multi-depth soil temperature using climatic variables in eastern Hungary Save
- Stacked ensemble machine learning for phenological wheat yield prediction from UAV-RGB and multispectral satellite data Save
- Enhancing assimilated soil moisture prediction from environmental data using advanced machine learning Save
- Advanced attention-driven deep learning architectures for multi-depth soil temperature prediction Save
- European Union agro-climate policies toward sustainability: Analyzing emission trends and land use dynamics (1990–2021) Save
- Modeling current and future run-off and soil erosion dynamics in Eastern Mediterranean ecosystems using the WEPP model Save
- Predictive Modeling of soil salinity integrating remote sensing and soil variables: An ensembled deep learning approach Save
- Assessment of Advanced Machine and Deep Learning Approaches for Predicting CO2 Emissions from Agricultural Lands: Insights Across Diverse Agroclimatic Zones Save
- Evaluating machine learning performance in predicting sodium adsorption ratio for sustainable soil-water management in the eastern Mediterranean Save
- Integrating Maize Yield and Agricultural Drought Analysis for Sustainable Food Security: A Provincial Study in South Africa (1993–2022) Save
- Maize Grain Yield and Quality Improvement Through Biostimulant Application: a Systematic Review Save
- Utilizing machine learning and CMIP6 projections for short-term agricultural drought monitoring in central Europe (1900–2100) Save
- Response of Ecosystem Carbon–Water Fluxes to Extreme Drought in West Asia Save
- Assessment of the environmental kuznets curve within EU-27: Steps toward environmental sustainability (1990–2019) Save
- Precision agricultural technology for advanced monitoring of maize yield under different fertilization and irrigation regimes: A case study in Eastern Hungary (Debrecen) Save
- An environmental impact assessment of Saudi Arabia's vision 2030 for sustainable urban development: A policy perspective on greenhouse gas emissions Save
- Implementation of random forest, adaptive boosting, and gradient boosting decision trees algorithms for gully erosion susceptibility mapping using remote sensing and GIS Save
- Land degradation risks Save
- A bibliographic review of climate change and fertilization as the main drivers of maize yield: implications for food security Save
- Performance evaluation of machine learning algorithms to assess soil erosion in Mediterranean farmland: A case‐study in Syria Save