Azamat Suleymanov

Часть публикаций из профиля, по году от новых к старым. Это не полный список последних работ автора; работы без года — в конце.

• Spatial Modelling and Drivers of the Sum of Absorbed Bases in Agroecosystems Using Explainable Machine Learning2026
• Machine learning-based soil depth estimation from the diverse landscapes of Nagaland, North-Eastern Himalayas2026
• Topsoil pH (0-20 cm depth) at 100 m resolution maps covering the territory of 14 EU-MS countries, produced under the research of the task6.2 of the EJPSOIL project and related the the scientific paper entitled "Digital Soil Mapping at European scale: comparing national vs. continental inputs"2026
• Optimizing Bare Soil Mosaics for Clay Prediction via Environmental Covariates and Variable Selection2026
• From Soil Threats to Soil Health: Prevention or Remediation2026
• Random Forest Modeling of Soil Properties in Saline Semi-Arid Areas2023 · аннотациясвернуть

  The problem of salinization/spreading of saline soils is becoming more urgent in many regions of the world, especially in context of climate change. The monitoring of salt-affected soils’ properties is a necessary…

• Spatial prediction of soil properties using random forest, k-nearest neighbors and cubist approaches in the foothills of the Ural Mountains, Russia2023
• Mercury Prediction in Urban Soils by Remote Sensing and Relief Data Using Machine Learning Techniques2023 · аннотациясвернуть

  This article aims to explore the use of machine learning (ML) methods for mapping the distribution of mercury (Hg) content in topsoil, using the city of Ufa (Russia) and adjacent areas as an example. For this purpose, a…