Current sensor technologies for in situ and on-line measurement of soil nitrogen for variable rate fertilization: A review
A Guerrero, S De Neve, AM Mouazen - Advances in agronomy, 2021 - Elsevier
Recommendations for nitrogen (N) fertilization are based on the analysis of the soil mineral
N (SMN) content of one composite sample that is assumed to represent the average …
N (SMN) content of one composite sample that is assumed to represent the average …
Proximal and remote sensing techniques for mapping of soil contamination with heavy metals
Heavy metal soil contamination is a severe environmental problem globally, and its mapping
is vital for environmental managers and policymakers to determine its distributions and …
is vital for environmental managers and policymakers to determine its distributions and …
Retrieving soil heavy metals concentrations based on GaoFen-5 hyperspectral satellite image at an opencast coal mine, Inner Mongolia, China
B Zhang, B Guo, B Zou, W Wei, Y Lei, T Li - Environmental Pollution, 2022 - Elsevier
Soil heavy metals pollution has been becoming one of the severely environmental issues
globally. Previous studies reported laboratory-measured spectra could be used to infer soil …
globally. Previous studies reported laboratory-measured spectra could be used to infer soil …
The Brazilian soil spectral library (BSSL): A general view, application and challenges
JAM Demattê, AC Dotto, AFS Paiva, MV Sato… - Geoderma, 2019 - Elsevier
The present study was developed in a joint partnership with the Brazilian pedometrics
community to standardize and evaluate spectra within the 350–2500 nm range of Brazilian …
community to standardize and evaluate spectra within the 350–2500 nm range of Brazilian …
[HTML][HTML] Quantitative estimation of soil salinity using UAV-borne hyperspectral and satellite multispectral images
Soil salinization is a global issue resulting in soil degradation, arable land loss and
ecological environmental deterioration. Over the decades, multispectral and hyperspectral …
ecological environmental deterioration. Over the decades, multispectral and hyperspectral …
[HTML][HTML] Transfer learning for soil spectroscopy based on convolutional neural networks and its application in soil clay content mapping using hyperspectral imagery
L Liu, M Ji, M Buchroithner - Sensors, 2018 - mdpi.com
Soil spectra are often measured in the laboratory, and there is an increasing number of large-
scale soil spectral libraries establishing across the world. However, calibration models …
scale soil spectral libraries establishing across the world. However, calibration models …
Chemometric methods in analytical spectroscopy technology
Y Huang - Chemometric Methods in Analytical Spectroscopy …, 2022 - Springer
In recent decades, with the rapid development of artificial intelligence, data mining, and
cloud computing, new chemometric methods have sprung up and become one of the fastest …
cloud computing, new chemometric methods have sprung up and become one of the fastest …
[HTML][HTML] Towards optimal variable selection methods for soil property prediction using a regional soil vis-nir spectral library
Soil visible and near-infrared (Vis-NIR, 350–2500 nm) spectroscopy has been proven as an
alternative to conventional laboratory analysis due to its advantages being rapid, cost …
alternative to conventional laboratory analysis due to its advantages being rapid, cost …
[HTML][HTML] Integrating additional spectroscopically inferred soil data improves the accuracy of digital soil mapping
Digital soil mapping has been increasingly advocated as an efficient approach to deliver fine-
resolution and up-to-date soil information in evaluating soil ecosystem services. Considering …
resolution and up-to-date soil information in evaluating soil ecosystem services. Considering …
Prediction of soil organic carbon stock by laboratory spectral data and airborne hyperspectral images
Soil organic carbon (SOC) plays an important role in controlling the function and quality of
soil and offsetting the emissions of greenhouse gases. However, the dynamic monitoring …
soil and offsetting the emissions of greenhouse gases. However, the dynamic monitoring …