Soil salinity: A global threat to sustainable development

A Singh - Soil Use and Management, 2022 - Wiley Online Library
Soil is a vital resource for feeding the burgeoning global population, and it is also essential
for realizing most of the 'United Nations Sustainable Development Goals (SDGs)'. For …

[HTML][HTML] A global spectral library to characterize the world's soil

RAV Rossel, T Behrens, E Ben-Dor, DJ Brown… - Earth-Science …, 2016 - Elsevier
Soil provides ecosystem services, supports human health and habitation, stores carbon and
regulates emissions of greenhouse gases. Unprecedented pressures on soil from …

Internet of underground things in precision agriculture: Architecture and technology aspects

MC Vuran, A Salam, R Wong, S Irmak - Ad Hoc Networks, 2018 - Elsevier
The projected increases in World population and need for food have recently motivated
adoption of information technology solutions in crop fields within precision agriculture …

Estimating the soil clay content and organic matter by means of different calibration methods of vis-NIR diffuse reflectance spectroscopy

S Nawar, H Buddenbaum, J Hill, J Kozak… - Soil and Tillage …, 2016 - Elsevier
The selection of calibration method is one of the main factors influencing measurement
accuracy of soil properties estimation in visible and near infrared reflectance spectroscopy …

Application of fractional-order derivative in the quantitative estimation of soil organic matter content through visible and near-infrared spectroscopy

Y Hong, Y Liu, Y Chen, Y Liu, L Yu, Y Liu, H Cheng - Geoderma, 2019 - Elsevier
The spectral preprocessing method has become an integral component of soil analysis
through visible and near-infrared (Vis-NIR) spectroscopy. Various spectral pretreatment …

Soil properties: Their prediction and feature extraction from the LUCAS spectral library using deep convolutional neural networks

L Zhong, X Guo, Z Xu, M Ding - Geoderma, 2021 - Elsevier
Soil, as a non-renewable resource, should be monitored continuously to prevent its
degradation and promote sustainable agriculture. Soil spectroscopy in the visible-near …

Biogeochemistry of soil organic matter in agroecosystems & environmental implications

G Ondrasek, HB Begić, M Zovko, L Filipović… - Science of the total …, 2019 - Elsevier
The biogeochemistry of soil organic matter (SOM), as a highly complex and dynamic soil
property, is of vital importance for the health and ecological functioning of ecosystems …

Visible and near‐infrared reflectance spectroscopy for investigating soil mineralogy: A review

Q Fang, H Hong, L Zhao, S Kukolich… - Journal of …, 2018 - Wiley Online Library
Clay minerals are the most reactive and important inorganic components in soils, but soil
mineralogy classifies as a minor topic in soil sciences. Revisiting soil mineralogy has been …

Incorporating soil knowledge into machine‐learning prediction of soil properties from soil spectra

Y Ma, B Minasny, JAM Demattê… - European Journal of …, 2023 - Wiley Online Library
Various machine‐learning models have been extensively applied to predict soil properties
using infrared spectroscopy. Beyond the interpretability and transparency of these models …

Deep learning-based national scale soil organic carbon map** with Sentinel-3 data

O Odebiri, O Mutanga, J Odindi - Geoderma, 2022 - Elsevier
Map** of soil organic carbon (SOC) at the regional level is critical for climate change
policy and the mitigation of its adverse effects. However, reliable SOC estimates particularly …