Andrey Shichkin

Combining spatial autocorrelation with machine learning increases prediction accuracy of soil heavy metals

Alexander Sergeev, Alexander Buevich, Elena Baglaeva et al. · CATENA · 2018 · 116 citations

Computing, Earth Sciences, Soil Sciences +16

High variation topsoil pollution forecasting in the Russian Subarctic: Using artificial neural networks combined with residual kriging

Dmitry Tarasov, Alexander Buevich, Alexander Sergeev et al. · Applied Geochemistry · 2017 · 66 citations

Natural Sciences, Earth Sciences, Soil Sciences +11

A two-step combined algorithm based on NARX neural network and the subsequent prediction of the residues improves prediction accuracy of the greenhouse gases concentrations

Alexander Buevich, Alexander Sergeev, Andrey Shichkin et al. · Neural Computing and Applications · 2020 · 37 citations

Natural Sciences, Computer Science, Environmental Sciences +9

Case of soil surface chromium anomaly of a northern urban territory - preliminary results

Elena Baglaeva, Andrey Shichkin · Atmospheric Pollution Research · 2010 · 15 citations · Full text

Natural Sciences, Earth Sciences, Soil Sciences +17

Three-day forecasting of greenhouse gas CH4 in the atmosphere of the Arctic Belyy Island using discrete wavelet transform and artificial neural networks

Anna Rakhmatova, Alexander Sergeev, Andrey Shichkin et al. · Neural Computing and Applications · 2021 · 15 citations

Natural Sciences, Earth Sciences, Environmental Sciences +14