Imaging spectroscopy for soil map** and monitoring

S Chabrillat, E Ben-Dor, J Cierniewski, C Gomez… - Surveys in …, 2019 - Springer
There is a renewed awareness of the finite nature of the world's soil resources, growing
concern about soil security and significant uncertainties about the carrying capacity of the …

Soil organic carbon estimation using VNIR–SWIR spectroscopy: The effect of multiple sensors and scanning conditions

A Gholizadeh, C Neumann, S Chabrillat… - Soil and Tillage …, 2021 - Elsevier
Visible–near infrared–shortwave infrared (VNIR–SWIR) spectroscopy is being increasingly
used for soil organic carbon (SOC) assessment. Common practice consists of scanning soil …

A memory-based learning approach utilizing combined spectral sources and geographical proximity for improved VIS-NIR-SWIR soil properties estimation

N Tziolas, N Tsakiridis, E Ben-Dor, J Theocharis… - Geoderma, 2019 - Elsevier
The current study was driven by the need to derive improved soil information whereby the
strengths of memory-based learning and soil spectroscopy are exploited towards …

An evolutionary fuzzy rule-based system applied to the prediction of soil organic carbon from soil spectral libraries

NL Tsakiridis, JB Theocharis, P Panagos… - Applied soft computing, 2019 - Elsevier
The recent efforts for obtaining vast soil spectral libraries covering a significant part of the
spatial and compositional variability of soils have underscored the need for accurate and …

Prediction of nitrogen, active carbon, and organic carbon‐to‐clay ratio in agricultural soils by in‐situ spectroscopy

K Metzger, L Bragazza - European Journal of Soil Science, 2024 - Wiley Online Library
Visible and near‐infrared (vis–NIR) spectroscopy is a promising technology for the analysis
of different soil quality parameters. In this study, we used in‐situ vis–NIR spectroscopy in …

An evolutionary fuzzy rule-based system applied to real-world Big Data-the GEO-CRADLE and LUCAS soil spectral libraries

NL Tsakiridis, JB Theocharis… - 2018 IEEE International …, 2018 - ieeexplore.ieee.org
This work focuses on the application of an evolutionary fuzzy rule-based system following
the MapReduce principle to real-world big data regression problems. The examined …

[PDF][PDF] Faculty of Agriculture and Natural Environment School of Agriculture

N Tziolas - 2022 - scholar.archive.org
To safeguard natural capital of soils, in a continuously volatile landscape of reduced
resources and environmental changes and pave the way for the development of evidence …

Digital soil map** using Sentinel-2 imagery supported by ASTER thermal infrared bands

K Karyotis, N Tziolas, N Tsakiridis… - … on Remote Sensing …, 2020 - spiedigitallibrary.org
The importance of monitoring soil properties is constantly increasing among researchers
and policy-makers. In this context, it is imperative to identify cost effective and reliable …

Novel in situ system for monitoring soil organic carbon by using mobile Vis-NIR spectroscopy and machine learning techniques.

N Tziolas, N Tsakiridis, E Ben-Dor, E Kalopesa… - 2018 - cabidigitallibrary.org
Recognizing the importance of Soil Organic Carbon (SOC) for effectively reorienting and
transforming agricultural systems towards the perspective of climate smart agriculture, it is …