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 …

Visible and near infrared spectroscopy in soil science

B Stenberg, RAV Rossel, AM Mouazen… - Advances in agronomy, 2010 - Elsevier
This chapter provides a review on the state of soil visible–near infrared (vis–NIR)
spectroscopy. Our intention is for the review to serve as a source of up-to-date information …

A review of earthworm impact on soil function and ecosystem services

M Blouin, ME Hodson, EA Delgado… - European Journal of …, 2013 - Wiley Online Library
Biodiversity is responsible for the provision of many ecosystem services; human well‐being
is based on these services, and consequently on biodiversity. In soil, earthworms represent …

Determination of soil properties with visible to near-and mid-infrared spectroscopy: Effects of spectral variable selection

M Vohland, M Ludwig, S Thiele-Bruhn, B Ludwig - Geoderma, 2014 - Elsevier
Spectral variable selection is an important step in spectroscopic data analysis, as it tends to
parsimonious data representation and can result in multivariate models with greater …

Near-versus mid-infrared diffuse reflectance spectroscopy for soil analysis emphasizing carbon and laboratory versus on-site analysis: where are we and what needs …

JB Reeves III - Geoderma, 2010 - Elsevier
Over several decades, near infrared (NIR) diffuse reflectance spectroscopy (NIRS) has been
shown to be extremely versatile for the rapid analysis of many agricultural materials …

Comparing different multivariate calibration methods for the determination of soil organic carbon pools with visible to near infrared spectroscopy

M Vohland, J Besold, J Hill, HC Fründ - Geoderma, 2011 - Elsevier
A successful determination of spectrally active soil components with visible and near
infrared reflectance spectroscopy (VIS-NIRS, 400–2500nm) depends on the selection of an …

Assessment and monitoring of soil quality using near‐infrared reflectance spectroscopy (NIRS)

L Cécillon, BG Barthès, C Gomez… - European Journal of …, 2009 - Wiley Online Library
Soil degradation processes have dramatically increased in their extent and intensity over the
last decades. Progressively, actions have been taken in order to evaluate and reduce the …

Towards optimal variable selection methods for soil property prediction using a regional soil vis-nir spectral library

X Zhang, J Xue, Y Xiao, Z Shi, S Chen - Remote Sensing, 2023 - mdpi.com
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 …

Semi-supervised DNN regression on airborne hyperspectral imagery for improved spatial soil properties prediction

D Ou, K Tan, J Lai, X Jia, X Wang, Y Chen, J Li - Geoderma, 2021 - Elsevier
A number of algorithms have been developed for soil organic matter (SOM) or soil heavy
metal detection in airborne hyperspectral imagery with high spatial and spectral resolutions …

Commercial tree species discrimination using airborne AISA Eagle hyperspectral imagery and partial least squares discriminant analysis (PLS-DA) in KwaZulu–Natal …

KY Peerbhay, O Mutanga, R Ismail - ISPRS Journal of Photogrammetry and …, 2013 - Elsevier
Discriminating commercial tree species using hyperspectral remote sensing techniques is
critical in monitoring the spatial distributions and compositions of commercial forests …