Concepedia

Panagiotis Tziachris

PT

Statistics

Publications

9

Citations

350

H-Index

9

Active since

2016

Affiliations

Aristotle University of Thessaloniki(Current)

Panagiotis Tziachris is an author at Aristotle University of Thessaloniki specializing in soil sciences, earth sciences, and soil science.

Publications per year

2016–2023

9

Publications

9

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 · 139 citations

Agriculture, Earth Sciences, Soil Sciences +13

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 · 52 citations · Full text

Computing, Earth Sciences, Soil Sciences +17

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 · 44 citations · Full text

Computing, Earth Sciences, Soil Sciences +17

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 · 29 citations · Full text

Agriculture, Earth Sciences, Soil Sciences +15

Spatial or Random Cross-Validation? The Effect of Resampling Methods in Predicting Groundwater Salinity with Machine Learning in Mediterranean Region

Panagiotis Tziachris, Melpomeni Nikou, Vassilis Aschonitis et al. · Water · 2023 · 28 citations · Full text

Computing, Computer Science, Earth Sciences +16

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