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In‐field soil spectroscopy in Vis–NIR range for fast and reliable soil analysis: A review
In‐field soil spectroscopy represents a promising opportunity for fast soil analysis, allowing
the prediction of several soil properties from one spectral reading representing one soil …
the prediction of several soil properties from one spectral reading representing one soil …
A review of agroforestry, precision agriculture, and precision livestock farming—The case for a data-driven agroforestry strategy
ES Ramil Brick, J Holland, DE Anagnostou… - Frontiers in …, 2022 - frontiersin.org
Agroforestry can be defined as an agroecosystem whereby soil is used holistically and
synergistically by various stakeholders including farmers, livestock, and plants. As such …
synergistically by various stakeholders including farmers, livestock, and plants. As such …
[HTML][HTML] Non-linear memory-based learning for predicting soil properties using a regional vis-NIR spectral library
Visible near-infrared (vis-NIR) spectroscopy has gained widespread recognition as an
efficient and reliable approach for the rapid monitoring of soil properties. This technique …
efficient and reliable approach for the rapid monitoring of soil properties. This technique …
[HTML][HTML] Estimation of soil organic carbon using vis-nir spectral data and spectral feature bands selection in Southern **
Digital soil map** 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 …
Map** soil organic matter and identifying potential controls in the farmland of Southern China: Integration of multi‐source data, machine learning and geostatistics
Soil organic matter (SOM) plays a critical role in terrestrial ecosystem functioning and is
closely related to many global issues like soil fertility, soil health and climate regulation …
closely related to many global issues like soil fertility, soil health and climate regulation …
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 …
Fusion of visible-to-near-infrared and mid-infrared spectroscopy to estimate soil organic carbon
Spectral techniques such as visible-to-near-infrared (VIS–NIR) and mid-infrared (MIR)
spectroscopies have been regarded as effective alternatives to laboratory-based methods …
spectroscopies have been regarded as effective alternatives to laboratory-based methods …
Evaluating validation strategies on the performance of soil property prediction from regional to continental spectral data
Visible-near infrared (vis–NIR) spectroscopy has been widely used to characterize soil
information from field to global scales. Before applying a calibrated spectral predictive model …
information from field to global scales. Before applying a calibrated spectral predictive model …
New pedotransfer approaches to predict soil bulk density using WoSIS soil data and environmental covariates in Mediterranean agro-ecosystems
For the estimation of the soil organic carbon stocks, bulk density (BD) is a fundamental
parameter but measured data are usually not available especially when dealing with legacy …
parameter but measured data are usually not available especially when dealing with legacy …