Elena Baglaeva

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

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

A Landscape Study of Sediment Formation and Transport in the Urban Environment

Ilia Yarmoshenko, Georgy Malinovsky, Elena Baglaeva et al. · Atmosphere · 2020 · 23 citations · Full text

Natural Sciences, Earth Sciences, Urban Planning +13

Snow-dirt sludge as an indicator of environmental and sedimentation processes in the urban environment

Andrian A. Seleznev, Ilia Yarmoshenko, Georgy Malinovsky et al. · Scientific Reports · 2019 · 21 citations · Full text

Natural Sciences, Earth Sciences, Environmental Sciences +17

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