Panagiotis Tziachris

Assessment of spatial hybrid methods for predicting soil organic matter using DEM derivatives and soil parameters

Panagiotis Tziachris, Vassilis Aschonitis, Theocharis Chatzistathis et al. · CATENA · 2018 · 134 citations

Soil Property, Environmental Chemistry, Biogeochemistry +8

Spatial Modelling and Prediction Assessment of Soil Iron Using Kriging Interpolation with pH as Auxiliary Information

Panagiotis Tziachris, Eirini Metaxa, F. Papadopoulos et al. · ISPRS International Journal of Geo-Information · 2017 · 51 citations · Full text

Ordinary Kriging, Environmental Monitoring, Engineering +16

Comparing Machine Learning Models and Hybrid Geostatistical Methods Using Environmental and Soil Covariates for Soil pH Prediction

Panagiotis Tziachris, Vassilis Aschonitis, Theocharis Chatzistathis et al. · ISPRS International Journal of Geo-Information · 2020 · 39 citations · Full text

Environmental Monitoring, Engineering, Land Use +16

A ranking system for comparing models' performance combining multiple statistical criteria and scenarios: The case of reference evapotranspiration models

Vassilis Aschonitis, Emanuel Lekakis, Panagiotis Tziachris et al. · Environmental Modelling & Software · 2019 · 24 citations

Multiple Statistical Criteria, Ranking System, Data Science +11

Prediction and Uncertainty Capabilities of Quantile Regression Forests in Estimating Spatial Distribution of Soil Organic Matter

Melpomeni Nikou, Panagiotis Tziachris · ISPRS International Journal of Geo-Information · 2022 · 23 citations · Full text

Precision Agriculture, Environmental Monitoring, Machine Learning +22