[HTML][HTML] From laboratory to proximal sensing spectroscopy for soil organic carbon estimation—A review

T Angelopoulou, A Balafoutis, G Zalidis, D Bochtis - Sustainability, 2020 - mdpi.com
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 …

[HTML][HTML] Biochar as soil amendment: The effect of biochar on soil properties using VIS-NIR diffuse reflectance spectroscopy, biochar aging and soil microbiology—A …

V Tsolis, P Barouchas - Land, 2023 - mdpi.com
This literature review explores the assessment of biochar quality and its impact on soil
properties using diffuse reflectance spectroscopy. Biochar, a product of biomass pyrolysis, is …

[HTML][HTML] Combining UAV-based hyperspectral imagery and machine learning algorithms for soil moisture content monitoring

X Ge, J Wang, J Ding, X Cao, Z Zhang, J Liu, X Li - PeerJ, 2019 - peerj.com
Soil moisture content (SMC) is an important factor that affects agricultural development in
arid regions. Compared with the space-borne remote sensing system, the unmanned aerial …

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 …

Estimating heavy metal concentrations in suburban soils with reflectance spectroscopy

H Cheng, R Shen, Y Chen, Q Wan, T Shi, J Wang… - Geoderma, 2019 - Elsevier
Soil contamination by heavy metals has become a serious environmental issue worldwide.
Rapidly and reliably obtaining heavy metal concentrations in soil is vital for soil monitoring …

Prediction of soil organic matter in northwestern China using fractional-order derivative spectroscopy and modified normalized difference indices

Z Zhang, J Ding, J Wang, X Ge - Catena, 2020 - Elsevier
Abstract Visible-near-infrared (Vis-NIR) spectroscopy makes it possible to estimate soil
organic matter content (SOMC). Spectral pretreatment techniques have important …

In situ and laboratory soil spectroscopy with portable visible-to-near-infrared and mid-infrared instruments for the assessment of organic carbon in soils

C Hutengs, M Seidel, F Oertel, B Ludwig, M Vohland - Geoderma, 2019 - Elsevier
Mid-infrared (MIR) spectroscopy has been established as a rapid and cost-efficient
laboratory analysis technique for soil organic carbon (SOC) concentrations. Current …

Combination of fractional order derivative and memory-based learning algorithm to improve the estimation accuracy of soil organic matter by visible and near-infrared …

Y Hong, S Chen, Y Liu, Y Zhang, L Yu, Y Chen, Y Liu… - Catena, 2019 - Elsevier
Visible and near-infrared (Vis–NIR) spectroscopy is used to estimate soil organic matter
(SOM). Spectral preprocessing techniques and multivariate modeling methods play …

Application of hyperspectral and deep learning in farmland soil microplastic detection

W Ai, G Chen, X Yue, J Wang - Journal of Hazardous Materials, 2023 - Elsevier
The ecological environment is gravely threatened by the buildup of microplastics (MPs) in
soil. Currently, there are no established techniques for detecting MPs in soil. Some of the …

Emerging developments in two-dimensional correlation spectroscopy (2D-COS)

Y Park, S **, I Noda, YM Jung - Journal of Molecular Structure, 2020 - Elsevier
Noteworthy new progress in 2D correlation spectroscopy (2D-COS) and its versatile
applications for the last two years are compiled in this comprehensive survey review. We …