The Poster Library showcases research on soil science, digital soil mapping, geospatial modeling, and environmental analysis, presented at national and international conferences. Topics include improving soil fertility maps, predicting topsoil thickness with machine learning, using digital hillslope position for soil mapping, and identifying non-contributing watershed areas. Other studies focus on soil sampling optimization, historical geological mapping, and conservation practices like perennial vegetation strips. Environmental research includes heavy metal impacts from power plants and loess distribution in Iran, along with work refining definitions of colluvium and alluvium. These posters provide key insights into soil-landscape interactions, conservation, and land management.
Improving Digital Soil Maps for Site-specific Soil Fertility Management Using Feature Selection
Caner Ferhatoglu and Bradley Miller – North Central Soil Fertility Conference November 16-17, 2022 Caner-Ferhatoglu-Poster-North-Central-Soil-Fertility-Conference-Final-VersionDownload Abstract In this study, the effectiveness of six types of FS methods from four categories (filter, wrapper, embedded, and hybrid) were compared. These FS algorithms chose relevant covariates from a set of 1049 environmental covariates for predicting five soil fertility…