Search Results - "DIGITAL soil mapping"

Digital soil mapping based on the similarity of geographic environment over spatial neighborhoods.

Authors: Zhao, Fang-He An, Yi-Ming Qin, Cheng-Zhi et al.

Source: International Journal of Digital Earth. Dec2025, Vol. 18 Issue 1, p1-19. 19p.

Subject Terms: *DIGITAL soil mapping, *NEIGHBORHOODS, *ENVIRONMENTAL sciences, *SOILS, *TOPOGRAPHY

Randomness in Data Partitioning and Its Impact on Digital Soil Mapping Accuracy: A Comparison of Cross-Validation and Split-Sample Approaches.

Authors: Radočaj, Dorijan Jurišić, Mladen Plaščak, Ivan et al.

Source: Agronomy. Nov2025, Vol. 15 Issue 11, p2495. 21p.

Subject Terms: *DIGITAL soil mapping, *MODEL validation, *STATISTICAL accuracy, *STOCHASTIC processes, *DATA distribution, *MACHINE learning, *CARBON in soils

Geographic Terms: CZECH Republic, FRANCE

Chapter Four - High-resolution 3D soil texture mapping in Denmark using satellite time series and bare soil composites.

Authors: Møller, Anders Bjørn Nyborg, Lotte Grogan, Kenneth et al.

Source: Advances in Agronomy. 2025, Vol. 194, p133-186. 54p.

Subject Terms: *SOIL texture, *DIGITAL soil mapping, *AGRICULTURAL industries, *SATELLITE-based remote sensing, *CARBON in soils, *REMOTE-sensing images

Geographic Terms: DENMARK

Digital Soil Mapping of Soil Organic Carbon at Eastern Slopes of Mount Kenya.

Authors: Gelsleichter, Y. A. Toth, A. J. Micheli, E. et al.

Source: Eurasian Soil Science. Nov2025, Vol. 58 Issue 11, p1-13. 13p.

Subject Terms: *DIGITAL soil mapping, *RANDOM forest algorithms, *SOILS, *SOIL classification, *STANDARD deviations, *HISTOSOLS

Geographic Terms: KENYA, Mount (Kenya)

Evaluating soil salinity patterns in Tehran Province: An artificial neural network model incorporating satellite images and geomorphometric parameters.

Authors: Sadeghi Pour Marvi, Mahdi Moharami, Somayeh

Source: Advances in Space Research. Oct2025, Vol. 76 Issue 8, p4235-4248. 14p.

Subject Terms: *ARTIFICIAL neural networks, *DIGITAL soil mapping, *SOIL salinity, *REMOTE-sensing images, *SOIL sampling

Soil information and soil property maps for the Kurdistan region, Dohuk governorate (Iraq).

Authors: Bellat, Mathias Zebari, Mjahid Glissman, Benjamin et al.

Source: Earth System Science Data Discussions. 9/15/2025, p1-61. 61p.

Subject Terms: *DIGITAL soil mapping, *SOIL mapping, *REFLECTANCE spectroscopy, *MACHINE learning, *SOILS, *KURDS

Geographic Terms: IRAQ, KURDISTAN

Using Digital Soil Mapping to Create Spatial Off‐Road Driving Guidelines and Optimal Road Networks in the Phinda Reserve.

Authors: van Zijl, G. M. Nortjé, G. P. Fourie, P. J.

Source: European Journal of Soil Science. Sep/Oct2025, Vol. 76 Issue 5, p1-13. 13p.

Subject Terms: *DIGITAL soil mapping, *LAND degradation, *PROTECTED areas, *SOIL degradation, *SUSTAINABLE transportation, *HIGHWAY planning, *ECOTOURISM

Geographic Terms: SOUTH Africa, AFRICA

Digital soil mapping in support of voluntary carbon market programs in agricultural land.

Authors: Kellner, James R. Clanton, Christian Demuth, Kirk M. et al.

Source: PLoS ONE. 9/2/2025, Vol. 20 Issue 9, p1-20. 20p.

Subject Terms: *DIGITAL soil mapping, *CARBON in soils, *CARBON offsetting, *FEATURE selection, *MACHINE learning, *FARMS, *PREDICTION models, *REMOTE sensing

Geographic Terms: UNITED States

Predictive soil map of Slovakia: a digital twin for decision makers.

Authors: Cherlinka, Vasyl Gallay, Michal Dmytruk, Yuriy et al.

Source: International Journal of Environmental Studies. Jul2025, p1-23. 23p. 7 Illustrations.

Subject Terms: *DIGITAL soil mapping, *SOIL mapping, *MACHINE learning, *DIGITAL twin, *RANDOM forest algorithms, *DECISION making, *COHEN'S kappa coefficient (Statistics)

Geographic Terms: SLOVAKIA

High-resolution baseline digital mapping of soil fertility in the Euphrates basin, western Iraq.

Authors: Hammad, Jamal Abed M'nassri, Soumaia Chaabane, Balkis et al.

Source: Soil Science Annual. 2025, Vol. 76 Issue 3, p1-11. 11p.

Subject Terms: *SOIL fertility, *DIGITAL soil mapping, *SOILS, *MULTIPLE regression analysis, *PRINCIPAL components analysis, *REMOTE sensing, *WATERSHEDS

Geographic Terms: IRAQ

A Note on Spurious Correlations and Explainable Machine Learning in Digital Soil Mapping.

Authors: Rentschler, Tobias Scholten, Thomas

Source: European Journal of Soil Science. Jul/Aug2025, Vol. 76 Issue 4, p1-8. 8p.

Subject Terms: *DIGITAL soil mapping, *SOIL science, *STATISTICAL accuracy, *CAUSAL models, *MACHINE learning, *FEATURE selection, *DATA mining

Mapping soil parent materials in a previously glaciated landscape: Potential for a machine learning approach for detailed nationwide mapping

Authors: Lin, Y. Lidberg, W. Karlsson, C. et al.

Source: Geoderma Regional. 40

Subject Terms: Airborne laser scanning, Digital soil mapping, Extreme gradient boosting, Machine learning, Soil parent materials

File Description: print

Access URL: https://urn.kb.se/resolve?urn=urn:nbn:se:hj:diva-66950
https://doi.org/10.1016/j.geodrs.2024.e00905

Fine Resolution Mapping of Forest Soil Organic Carbon Based on Feature Selection and Machine Learning Algorithm.

Authors: Li, Yanan Li, Jing Tan, Jun et al.

Source: Remote Sensing. Jun2025, Vol. 17 Issue 12, p2000. 26p.

Subject Terms: *DIGITAL soil mapping, *FEATURE selection, *FOREST soils, *MINING districts, *FOREST restoration

Hyperspectral Soil Heavy Metal Prediction via Privileged-Informed Residual Correction.

Authors: Mangafić, Alen Oštir, Krištof Kolar, Mitja et al.

Source: Remote Sensing. Jun2025, Vol. 17 Issue 12, p1987. 32p.

Subject Terms: *DIGITAL soil mapping, *ENVIRONMENTAL mapping, *REMOTE sensing, *ZINC smelting, *SPECTRAL imaging

Digital soil mapping for soil fertility analysis: A case study of Rong Rural Municipality, Ilam, Nepal.

Authors: POUDEL, Riya YADAV, Pawan Kumar BANIYA, Abhishek et al.

Source: Turkish Journal of Food & Agriculture Sciences. Jun2025, Vol. 7 Issue 1, p66-79. 14p.

Subject Terms: *SOIL fertility, *DIGITAL soil mapping, *SOIL testing, *SOIL quality, *RURAL geography, *TERRAIN mapping

Geographic Terms: NEPAL

Integrating Soil Properties Into Species Distribution Models Enhances Predictive Accuracy for Terricolous Macrofungi.

Authors: Li, Xinhang Rota, Francesco Peter, Martina et al.

Source: Journal of Biogeography. Jun2025, Vol. 52 Issue 6, p1-12. 12p.

Subject Terms: *DIGITAL soil mapping, *ECTOMYCORRHIZAL fungi, *INDEPENDENT variables, *DIGITAL maps, *SOIL acidity

Spatial Prediction of Soil Texture in Low-Relief Agricultural Areas Using Rice and Wheat Growth Information with Spatiotemporal Stability.

Authors: Wang, Fei Zhang, Peiyu Chen, Shaomei et al.

Source: Remote Sensing. Jun2025, Vol. 17 Issue 11, p1865. 21p.

Subject Terms: *DIGITAL soil mapping, *SOIL texture, *ENVIRONMENTAL soil science, *AGRICULTURE, *ALLUVIAL plains

Using Constrained K-Means Clustering for Soil Texture Mapping with Limited Soil Samples.

Authors: Zhu, Fubin Zhu, Changda Fang, Zihan et al.

Source: Agronomy. May2025, Vol. 15 Issue 5, p1220. 20p.

Subject Terms: *DIGITAL soil mapping, *K-means clustering, *SOIL mapping, *SOIL texture, *TEXTURE mapping

DIGITAL TECHNOLOGIES IN AGRICULTURE. SCANFIELD-5S SMART SYSTEM WITH INTEGRATED DIGITAL SOIL CUBE FOR INNOVATIVE SOLUTIONS IN AGRICULTURE.

Authors: BRATOEV, Krasimir GEORGIEV, Ivelin

Source: INMATEH - Agricultural Engineering. 2025, Vol. 76 Issue 2, p541-552. 12p.

Subject Terms: *AGRICULTURE, *DIGITAL soil mapping, *ELECTRIC conductivity, *SOIL sampling, *SOIL testing, *PRECISION farming, *DIGITAL technology, *SOIL quality

Operational Digital Soil Mapping: Achievements, Challenges and Future Strategies to Go Beyond.

Authors: Lagacherie, Philippe¹ (AUTHOR) philippe.lagacherie@inrae.fr

Source: European Journal of Soil Science. May/Jun2025, Vol. 76 Issue 3, p1-7. 7p.

Subject Terms: *DIGITAL soil mapping, *LOCAL knowledge, *SOILS, *ACHIEVEMENT