[HTML][HTML] A global spectral library to characterize the world's soil
Soil provides ecosystem services, supports human health and habitation, stores carbon and
regulates emissions of greenhouse gases. Unprecedented pressures on soil from …
regulates emissions of greenhouse gases. Unprecedented pressures on soil from …
The performance of visible, near-, and mid-infrared reflectance spectroscopy for prediction of soil physical, chemical, and biological properties
JM Soriano-Disla, LJ Janik… - Applied spectroscopy …, 2014 - Taylor & Francis
This review addresses the applicability of visible (Vis), near-infrared (NIR), and mid-infrared
(MIR) reflectance spectroscopy for the prediction of soil properties. We address (1) the …
(MIR) reflectance spectroscopy for the prediction of soil properties. We address (1) the …
Machine learning based prediction of soil total nitrogen, organic carbon and moisture content by using VIS-NIR spectroscopy
It is widely known that the visible and near infrared (VIS-NIR) spectroscopy has the potential
of estimating soil total nitrogen (TN), organic carbon (OC) and moisture content (MC) due to …
of estimating soil total nitrogen (TN), organic carbon (OC) and moisture content (MC) due to …
Soil spectroscopy: an alternative to wet chemistry for soil monitoring
The soil science community is facing a growing demand of regional, continental, and
worldwide databases in order to monitor the status of the soil. However, the availability of …
worldwide databases in order to monitor the status of the soil. However, the availability of …
Prediction of soil organic carbon at the European scale by visible and near infrared reflectance spectroscopy
Soil organic carbon is a key soil property related to soil fertility, aggregate stability and the
exchange of CO2 with the atmosphere. Existing soil maps and inventories can rarely be …
exchange of CO2 with the atmosphere. Existing soil maps and inventories can rarely be …
Diffuse reflectance spectroscopy for estimating soil properties: A technology for the 21st century
Spectroscopic measurements of soil samples are reliable because they are highly
repeatable and reproducible. They characterise the samples' mineral–organic composition …
repeatable and reproducible. They characterise the samples' mineral–organic composition …
From laboratory to proximal sensing spectroscopy for soil organic carbon estimation—A review
Rapid and cost-effective soil properties estimations are considered imperative for the
monitoring and recording of agricultural soil condition for the implementation of site-specific …
monitoring and recording of agricultural soil condition for the implementation of site-specific …
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 …
degradation and promote sustainable agriculture. Soil spectroscopy in the visible-near …
Baseline map of organic carbon in Australian soil to support national carbon accounting and monitoring under climate change
We can effectively monitor soil condition—and develop sound policies to offset the
emissions of greenhouse gases—only with accurate data from which to define baselines …
emissions of greenhouse gases—only with accurate data from which to define baselines …
Prediction of soil organic carbon content by diffuse reflectance spectroscopy using a local partial least square regression approach
Due to the large spatial variation of soil organic carbon (SOC) content, assessing the current
state of SOC for large areas is costly and time consuming. Visible and Near Infrared Diffuse …
state of SOC for large areas is costly and time consuming. Visible and Near Infrared Diffuse …