1. 2025
  2. Explainable machine learning models for predicting topsoil metals and oxides

    Сулейманов, А. Р., Низамутдинов, Т. И., Поляков, В. И., Шевченко, Е. В., Динкелакер, Н. В., Петрович, М., Стосик, Л., Адельмурзина, И. & Абакумов, Е. В., 14 Oct 2025, (E-pub ahead of print) In: Journal of Soils and Sediments.

    Research output: Contribution to journalArticlepeer-review

  3. Potentially toxic elements in urban soils across functional zones: risk assessment, sources, and spatial distribution (Ufa City, Russia)

    Сулейманов, А. Р., Низамутдинов, Т. И., Кулагин, А., Сулейманов, Р., Абакумов, Е. В., Саби, Н., Юшкевич, М., Бахмет, О., Туктарова, И., Белан, Л., Шагалиев, Р. & Нигматуллин, А., 31 May 2025, In: Environmental Monitoring and Assessment. 197, 6, 703.

    Research output: Contribution to journalArticlepeer-review

  4. 2024
  5. Predictive mapping of glacial sediment properties (Bellingshausen Dome, King George Island, Antarctica)

    Сулейманов, А. Р., Низамутдинов, Т. И., Мавлюдов, Б. Р. & Абакумов, Е. В., 1 Feb 2024, In: Environmental Earth Sciences. 83, 4, 134.

    Research output: Contribution to journalArticlepeer-review

  6. Soil organic carbon stock retrieval from Sentinel-2A using a hybrid approach

    Сулейманов, А. Р., Абакумов, Е. В., Низамутдинов, Т. И., Поляков, В. И., Шевченко, Е. В. & Макарова, М. В., 1 Jan 2024, In: Environmental Monitoring and Assessment. 196, 1, 12 p., 23.

    Research output: Contribution to journalArticlepeer-review

  7. 2023
  8. Mapping of potentially toxic elements in the urban topsoil of St. Petersburg (Russia) using regression kriging and random forest algorithms

    Сулейманов, А. Р., Поляков, В. И., Козлов, А., Абакумов, Е. В., Кузьменко, П. & Телягиссов, С., 29 Nov 2023, In: Environmental Earth Sciences. 82, 23, 13 p., 561.

    Research output: Contribution to journalArticlepeer-review

  9. The Ecotoxicological State of Urban Soils of the Saint Petersburg City

    Поляков, В. И., Сулейманов, А. Р., Козлов, А., Кушнов, И. Д., Низамутдинов, Т. И., Екатерина, К. & Абакумов, Е. В., 9 Sep 2023, Smart and Sustainable Urban Ecosystems: Challenges and Solutions . Springer Nature, p. 27-42 16 p. (Springer Geography; vol. Part F1411).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

  10. Assessing and geostatistical mapping of metal contamination in the polar arable plot (Yamal-Nenets Autonomous District, Russia)

    Сулейманов, А. Р., Низамутдинов, Т. И., Моргун, Е. Н. & Абакумов, Е. В., 3 Sep 2023, (E-pub ahead of print) In: International Journal of Environmental Science and Technology.

    Research output: Contribution to journalArticlepeer-review

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