Smart sensing with edge computing in precision agriculture for soil assessment and heavy metal monitoring: A review
With the implementation of the Internet of Things, the agricultural domain has become data-
driven, allowing for well-timed and cost-effective farm management while remaining …
driven, allowing for well-timed and cost-effective farm management while remaining …
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 …
Machine learning-based detection of soil salinity in an arid desert region, Northwest China: A comparison between Landsat-8 OLI and Sentinel-2 MSI
Accurate assessment of soil salinization is considered as one of the most important steps in
combating global climate change, especially in arid and semi-arid regions. Multi-spectral …
combating global climate change, especially in arid and semi-arid regions. Multi-spectral …
Current and future assessments of soil erosion by water on the Tibetan Plateau based on RUSLE and CMIP5 climate models
H Teng, Z Liang, S Chen, Y Liu, RAV Rossel… - Science of the Total …, 2018 - Elsevier
Soil erosion by water is accelerated by a warming climate and negatively impacts water
security and ecological conservation. The Tibetan Plateau (TP) has experienced warming at …
security and ecological conservation. The Tibetan Plateau (TP) has experienced warming at …
Diffuse reflectance spectroscopy for estimating soil properties: A technology for the 21st century
RA Viscarra Rossel, T Behrens… - European Journal of …, 2022 - Wiley Online Library
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 …
[HTML][HTML] Combining UAV-based hyperspectral imagery and machine learning algorithms for soil moisture content monitoring
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 …
arid regions. Compared with the space-borne remote sensing system, the unmanned aerial …
Comparison of multivariate methods for estimating selected soil properties from intact soil cores of paddy fields by Vis–NIR spectroscopy
S Xu, Y Zhao, M Wang, X Shi - Geoderma, 2018 - Elsevier
The successful determination of soil properties by visible and near-infrared (Vis–NIR)
reflectance spectroscopy (350–2500 nm) depends on the selection of an appropriate …
reflectance spectroscopy (350–2500 nm) depends on the selection of an appropriate …
A method combining FTIR-ATR and Raman spectroscopy to determine soil organic matter: Improvement of prediction accuracy using competitive adaptive reweighted …
Z Xing, C Du, Y Shen, F Ma, J Zhou - Computers and Electronics in …, 2021 - Elsevier
Determination of soil organic matter (SOM) is extremely important for diagnosing the fertility
status of agricultural soils. Thus, fast and efficient approaches are needed to aid soil …
status of agricultural soils. Thus, fast and efficient approaches are needed to aid soil …
Soil exchangeable cations estimation using Vis-NIR spectroscopy in different depths: Effects of multiple calibration models and spiking
Due to high rate of nutrient removal by cotton plants, the productive cotton-growing soils of
Australia are becoming depleted of exchangeable (exch.) cations. For long-term …
Australia are becoming depleted of exchangeable (exch.) cations. For long-term …
Application of portable XRF and VNIR sensors for rapid assessment of soil heavy metal pollution
Rapid heavy metal soil surveys at large scale with high sampling density could not be
conducted with traditional laboratory physical and chemical analyses because of the high …
conducted with traditional laboratory physical and chemical analyses because of the high …