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2025
Using Artificial Intelligence Algorithms to Analyze Chromatic Attributes for Soil Quality Indicators
Journal of Soil Science and Plant Nutrition
2025
Mapping soil drainage classes: Comparing expert knowledge and machine learning strategies
Soil Advances
2023
Estimating natural soil drainage classes in the Wisconsin till plain of the Midwestern U.S.A. based on lidar derived terrain indices: Evaluating prediction accuracy of multinomial logistic regression and machine learning algorithms
Geoderma Regional
2022
GIS-based spatial prediction of poor-drainage areas using frequency ratio: a case study of Tekirdag Province, Turkey
Applied Geomatics
2021
A novel framework to estimate soil mineralogy using soil spectroscopy
Applied Geochemistry
2021
Analysis of soil color variables and their relationships between two field-based methods and its potential application for wetland soils
Science of The Total Environment
2021
Soil property maps with satellite images at multiple scales and its impact on management and classification
Geoderma
2021
Topographic conditions of soil drainage of Vladimir Opolie
Dokuchaev Soil Bulletin
2020
Digital mapping of soil drainage using remote sensing, DEM and soil color in a semiarid region of Central Iran
Geoderma Regional
2020
Mineral sources of aqua regia extractable base cations in Scottish soils interpreted from Cubist models trained with quantitative mineralogy data
Chemical Geology
2019
A Comparative Review of Methods of Using Soil Colors and their Patterns for Wetland Ecology and Management
Communications in Soil Science and Plant Analysis
2018
Mapping the transition from pre-European settlement to contemporary soil conditions in the Lower Hunter Valley, Australia
Geoderma
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