Mr. Hadi Shokati | Machine Learning and AI Applications | Best Researcher Award

University of Tuebingen | Germany

PUBLICATION PROFILE

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INTRODUCTION 🌍

Mr. Hadi Shokati is a dedicated PhD candidate from the Department of Geoscience at the University of Tübingen in Germany, currently conducting research on soil erosion in agricultural landscapes. His studies focus on dynamic changes of land use patterns and structures, encapsulated under his thesis title DYLAMUST (Soil erosion in agricultural landscapes in the context of dynamic changes of land use patterns and structures). His educational journey reflects a solid foundation in water sciences and engineering, with significant expertise in artificial intelligence, hydrology, and programming.

EARLY ACADEMIC PURSUITS 📚

Hadi began his academic career with a Bachelor’s degree in Water Science and Engineering from Mohaghegh Ardabili University, Iran, in 2016. His passion for water engineering led him to pursue a Master’s degree in the same field at Tarbiat Modares University in Iran (2017–2019). His early academic endeavors laid a strong groundwork for his advanced studies, focusing on water management, irrigation, and environmental sciences.

PROFESSIONAL ENDEAVORS 🌐

Throughout his academic career, Mr. Shokati has taken up significant roles as a Teaching Assistant (TA) at the University of Tehran. He was involved in courses such as Fluid Mechanics, Designing Surface Irrigation Systems, Designing Drainage and Irrigation Networks, and Surface Irrigation Hydraulics. These experiences allowed him to apply theoretical knowledge in real-world settings, further solidifying his expertise in water management and environmental engineering.

CONTRIBUTIONS AND RESEARCH FOCUS 🔬

Hadi’s ongoing research centers on understanding soil erosion in agricultural landscapes. His work aims to investigate the dynamic interactions between land use changes, soil degradation, and the associated environmental impact, providing insights for sustainable land management practices. With the use of modern AI tools, programming languages like Python, and software like Arc GIS and ENVI, his research is at the forefront of geoscience and environmental studies.

IMPACT AND INFLUENCE 🌱

Mr. Shokati’s research is poised to make significant contributions to sustainable agricultural practices, offering new methodologies for tackling soil erosion in areas with changing land use patterns. His multidisciplinary approach, blending environmental science with technology and AI, is a key factor in advancing the field and shaping future solutions to ecological problems.

ACADEMIC CITATIONS AND PUBLICATIONS 📑

Hadi Shokati has been actively involved in academic writing, publishing his work on the intersection of hydrology, soil erosion, and land use changes. His research and findings are expected to have a lasting impact on future publications in the fields of geoscience, environmental engineering, and agriculture.

HONORS & AWARDS 🏆

Throughout his academic career, Mr. Shokati has earned numerous accolades. These awards reflect his commitment to excellence in research and teaching. His most notable honor includes receiving a recognition award for his innovative research at the University of Tübingen.

LEGACY AND FUTURE CONTRIBUTIONS 🌟

As Hadi advances in his doctoral studies, his work is expected to inspire future generations of researchers in environmental science, particularly in the areas of soil conservation, water resource management, and sustainable land use planning. His future contributions will likely redefine how we approach ecological preservation in agricultural contexts.

FINAL NOTE 📜

Mr. Hadi Shokati’s academic journey, marked by his rigorous research and teaching experience, promises to have a lasting influence in the realm of water engineering and environmental science. With a strong foundation in both theoretical knowledge and practical applications, he is well-positioned to continue making valuable contributions to the field of geoscience.

TOP NOTES PUBLICATIONS 📚

Erosion-SAM: Semantic segmentation of soil erosion by water

- Authors: Hadi Shokati, Andreas Engelhardt, Kay Seufferheld, Ruhollah Taghizadeh-Mehrjardi, Peter Fiener, Hendrik P.A. Lensch, Thomas Scholten
- Journal: CATENA
- Year: 2025

Assessing the Role of Environmental Covariates and Pixel Size in Soil Property Prediction: A Comparative Study of Various Areas in Southwest Iran

- Authors: Pegah Khosravani, Majid Baghernejad, Ruhollah Taghizadeh-Mehrjardi, Seyed Roohollah Mousavi, Ali Akbar Moosavi, Seyed Rashid Fallah Shamsi, Hadi Shokati, Ndiye M. Kebonye, Thomas Scholten
- Journal: Land
- Year: 2024

Assessment of Land Suitability Potential Using Ensemble Approaches of Advanced Multi-Criteria Decision Models and Machine Learning for Wheat Cultivation

- Authors: Kamal Nabiollahi, Ndiye M. Kebonye, Fereshteh Molani, Mohammad Hossein Tahari-Mehrjardi, Ruhollah Taghizadeh-Mehrjardi, Hadi Shokati, Thomas Scholten
- Journal: Remote Sensing
- Year: 2024

Random Forest-Based Soil Moisture Estimation Using Sentinel-2, Landsat-8/9, and UAV-Based Hyperspectral Data

- Authors: Hadi Shokati, Mahmoud Mashal, Aliakbar Noroozi, Ali Abkar, Saham Mirzaei, Zahra Mohammadi-doqozloo, Ruhollah Taghizadeh, Pegah Khosravani, Kamal Nabiollahi, Thomas Scholten
- Journal: Remote Sensing
- Year: 2024

Ms. Evlampia Kouzeli | Geology | Best Researcher Award

University of Patras, Greece

👨‍🎓 Author Profile

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🎓 Early Academic Pursuits

Ms. Evlampia Kouzeli’s academic journey began at the Technological Educational Institute of Western Macedonia, where she earned a BEng in Geotechnology and Environmental Engineering. Her graduation project focused on the characterization of olivine-rich industrial rocks of the Vourinos complex in Northern Greece, showcasing her aptitude for geological studies. She further honed her expertise by completing an MSc in Applied and Environmental Geology and Geophysics at the University of Patras, with a thesis centered on creating a hydrogeological database using Geographic Information Science. This early foundation laid the groundwork for her specialized research in environmental monitoring and remote sensing.

💼 Professional Endeavors

Ms. Kouzeli has amassed extensive professional experience in the geosciences field. At C.G. Kokias Ltd., she served as a Laboratory Engineer and Office Administrator, honing her skills in data analysis and laboratory management. She also worked as a Laboratory Manager Assistant and Technician at Geoerevna Laboratories – O.T.M. Ltd., where she specialized in earthworks and materials analysis. Her tenure at AKTOR SA and VINCI Construction Grand Projets SAS further solidified her expertise in laboratory testing and field applications in earth sciences.

🛠️ Contributions and Research Focus

Currently a PhD student in Geology at the University of Patras, Ms. Kouzeli focuses on multiscale and multisensor remote sensing data processing for mine tailing management. Her cutting-edge research leverages multispectral and hyperspectral imagery to advance mine tailing monitoring, delivering actionable insights that improve environmental safety and resource management in the mining industry. She is passionate about applying advanced image analysis techniques to transform complex data into practical solutions for optimized monitoring.

🌍 Impact and Influence

Through her work, Ms. Kouzeli addresses critical challenges in mining and environmental management. Her expertise ensures enhanced environmental safety, contributing to the sustainability of mining practices. She actively disseminates her findings, influencing industry practices and setting new standards in remote sensing applications.

📜 Academic Cites and Scholarly Engagement

Ms. Kouzeli has participated in several academic courses to expand her knowledge base. She completed a short education program at the Hellenic Open University on natural disaster phenomena under climate change and a course at Lund University titled Beyond the Visible: Introduction to Hyperspectral Remote Sensing. These endeavors underscore her commitment to continuous learning and academic excellence.

🔧 Technical Skills

Ms. Kouzeli is proficient in Remote Sensing, Geographical Information Systems (GIS), and Geographical Databases. Her technical skill set includes advanced data analysis and open-source GIS tools, which she utilizes to conduct high-level research and deliver precise, data-driven insights.

👩‍🏫 Teaching and Mentorship

Although her primary focus is research, Ms. Kouzeli’s professional roles have involved significant teaching and mentoring responsibilities. She has contributed to the training of laboratory personnel and supported educational initiatives in earth sciences, sharing her expertise with emerging professionals.

🌟 Legacy and Future Contributions

Ms. Kouzeli envisions a future where technology and environmental science intersect to create sustainable mining solutions. Her work in multispectral and hyperspectral remote sensing is paving the way for innovations in environmental monitoring. She remains committed to advancing knowledge, mentoring aspiring scientists, and contributing to the global discourse on environmental sustainability and safety.

🧭 Vision for the Future

Evlampia Kouzeli’s dedication to utilizing cutting-edge technology and delivering impactful research ensures her legacy as a leader in remote sensing and environmental monitoring. Her efforts continue to inspire and transform the geosciences field, setting a high standard for innovation and sustainability.

📖 Top Noted Publications

VNIR-SWIR Imaging Spectroscopy for Mining: Insights for Hyperspectral Drone Applications

- Authors: Friederike Koerting, Saeid Asadzadeh, Justus Constantin Hildebrand, Ekaterina Savinova, Evlampia Kouzeli, Konstantinos Nikolakopoulos, David Lindblom, Nicole Köllner, Simon Buckley, Miranda Lehman, et al.
- Journal: Mining
- Year: 2024

Development of a hydrogeological database for the Aitoloakarnania Prefecture

- Authors: Evlampia Kouzeli, Nikolaos Lambrakis, Konstantinos Nikolakopoulos
- Journal/Proceedings: 10th International Hydrogeological Congress of Greece
- Year: 2014

Remote sensing data and GIS for hydrological studies

- Authors: Evlampia Kouzeli, Nikolaos Lambrakis, Konstantinos G. Nikolakopoulos
- Journal: Earth Resources and Environmental Remote Sensing/GIS Applications IV
- Year: 2013

Characterization of olivine-rich industrial rocks of Vourinos complex, northern Greece

- Authors: Evlampia Kouzeli, Andreas Iordanidis, Argyro Asvesta, Savvas Sidiropoulos
- Journal/Proceedings: 2nd International Conference – Advances in Mineral Resources Management and Environmental Geotechnology
- Year: 2006

Hadi Shokati | Machine Learning and AI Applications | Best Researcher Award