Nikolaos Tziolas

Assistran Professor

University of Florida

United States

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Nikolaos Tziolas is an Assistant Professor at the University of Florida, United States. His research primarily focuses on soil dynamics, including the quantitative analysis of water, heat, and salinity during soil evaporation, and the effects of various conservation techniques on soil erosion. Recent articles highlight his work on soil organic carbon estimation using advanced technologies, such as hyperspectral imaging and machine learning, to support sustainable land management practices.

Articles (18)

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2025

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2025

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2025

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2025

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2025

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2025

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2025

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2024

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2024

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2023

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2023

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2023

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2023

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2023

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2023

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2023

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2022

Collaborators (11)

Demetrio Antonio Zema

Researcher and Assistant Professor

Università degli Studi Mediterranea di Reggio Calabria

ITALY

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Ali Jamali

Simon Fraser University

CANADA

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Michael Mommert

University of St. Gallen

SWITZERLAND

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Periklis Chatzimisios

International Hellenic University

GREECE

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ATHANASIOS LOUKAS

Professor/ Director of Master program "Water Resources"

Aristotle University of Thessaloniki

GREECE

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Robert Milewski

Deutsches Geoforschungszentrum Potsdam

GERMANY

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Dimitris Stavrakoudis

Temporary Teaching Staff

Aristotle University of Thessaloniki

GREECE

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Sabine Chabrillat

Professor in Digital Soil Mapping / Head at GFZ of the Hyperspectral remote sensing application Working Group

Leibniz University Hannover

GERMANY

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Manuel Esteban Lucas Borja

Profesor Ayudante Doctor

University of Castilla-La Mancha

SPAIN

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Eyal Ben-Dor

ISRAEL

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Marios Spiliotopoulos

Teaching Staff

University of Thessaly

GREECE

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Nikolaos Tziolas

Research Interests

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Articles (18)

Relationships between soil detachment rate and flow sediment deficit with rill length on deforested and burned soil

Short-term effects of polyacrylamide application on soil detachment capacity in rills of deforested hillslopes: A flume experiment

Variability in rill morphometry, surface runoff and erosion with soil conservation techniques (application of polyacrylamide and rice husk biochar and hydromulching) in deforested hillslopes under simulated rainfall

Quantitative analysis of water, heat, and salinity dynamics during bare soil evaporation

Soil organic carbon estimation using spaceborne hyperspectral composites on a large scale

Federated learning applications in soil spectroscopy

Large-Scale Soil Organic Carbon Estimation via a Multisource Data Fusion Approach

Online analysis of Amazon's soils through reflectance spectroscopy and cloud computing can support policies and the sustainable development

SSL-SoilNet: A Hybrid Transformer-Based Framework With Self-Supervised Learning for Large-Scale Soil Organic Carbon Prediction

Soil organic carbon mapping utilizing convolutional neural networks and Earth observation data, a case study in Bavaria state Germany

Synergistic Use of Earth Observation Driven Techniques to Support the Implementation of Water Framework Directive in Europe: A Review

A Spectral Transfer Function to Harmonize Existing Soil Spectral Libraries Generated by Different Protocols

Estimation of water-infiltration rate in Mediterranean sandy soils using airborne hyperspectral sensors

On-Site Soil Monitoring Using Photonics-Based Sensors and Historical Soil Spectral Libraries

Remote sensing of the Earth's soil color in space and time

In situ grape ripeness estimation via hyperspectral imaging and deep autoencoders

Estimation of Sugar Content in Wine Grapes via In Situ VNIR–SWIR Point Spectroscopy Using Explainable Artificial Intelligence Techniques

Effects of Flight and Smoothing Parameters on the Detection of Taxus and Olive Trees with UAV-Borne Imagery

Collaborators (11)

Demetrio Antonio Zema

Ali Jamali

Michael Mommert

Periklis Chatzimisios

ATHANASIOS LOUKAS

Robert Milewski

Dimitris Stavrakoudis

Sabine Chabrillat

Manuel Esteban Lucas Borja

Eyal Ben-Dor

Marios Spiliotopoulos

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