[HTML][HTML] Soil Science-Informed Machine Learning
Abstract Machine learning (ML) applications in soil science have significantly increased over
the past two decades, reflecting a growing trend towards data-driven research addressing …
the past two decades, reflecting a growing trend towards data-driven research addressing …
Insights into micro-and nano-zero valent iron materials: synthesis methods and multifaceted applications
The growing threat of environmental pollution to global environmental health necessitates a
focus on the search for sustainable wastewater remediation materials coupled with …
focus on the search for sustainable wastewater remediation materials coupled with …
Map** global distributions of clay-size minerals via soil properties and machine learning techniques
Q Liao, H Gu, C Qi, J Chao, W Zuo, J Liu, C Tian… - Science of The Total …, 2024 - Elsevier
Clay-size mineral is a vital ingredient of soil that influences various environment behaviors. It
is crucial to establish a global distribution map of clay-size minerals to improve the …
is crucial to establish a global distribution map of clay-size minerals to improve the …
[HTML][HTML] Fine-resolution map** of cropland topsoil pH of Southern China and its environmental application
B Hu, M **
Robust soil organic matter (SOM) map** is required by farms, but their generation
requires a large number of samples to be chemically analyzed, which is cost prohibitive …
requires a large number of samples to be chemically analyzed, which is cost prohibitive …
Space-time map** of soil organic carbon through remote sensing and machine learning
Pedosphere is the largest terrestrial carbon reservoir. Soil organic carbon (SOC) is a critical
attribute for soil quality and crop productivity, being directly linked to climate change …
attribute for soil quality and crop productivity, being directly linked to climate change …
Vital for Sustainable Agriculture: Pedological Knowledge and Map**
Over the past 60 years, efforts to enhance agricultural productivity have mainly focussed on
optimising strategies such as the use of inorganic fertilisers, advancements in microbiology …
optimising strategies such as the use of inorganic fertilisers, advancements in microbiology …
[HTML][HTML] Minimizing vegetation influence on soil salinity map** with novel bare soil pixels from multi-temporal images
D Wang, H Yang, H Qian, L Gao, C Li, J **. However, map** topsoil salinization based on spectral reflectance is always …
Application of mid-infrared (MIR) spectroscopy to identify and quantify minerals in New Zealand soils
The analysis and characterization of soil minerals rely on the availability and capability of
experts, therefore greatly influencing the efficiency and accuracy of mineral analysis. Mid …
experts, therefore greatly influencing the efficiency and accuracy of mineral analysis. Mid …