Remote sensing in field crop monitoring: A comprehensive review of sensor systems, data analyses and recent advances
The key elements that underpin food security require the adaptation of agricultural systems
to support productivity increases while minimizing inputs and the adverse effects of climate …
to support productivity increases while minimizing inputs and the adverse effects of climate …
pXRF in tropical soils: Methodology, applications, achievements and challenges
Proximal sensors have been increasingly used for a variety of purposes worldwide, with
great interest on portable X-ray fluorescence (pXRF) spectrometry applications in Soil …
great interest on portable X-ray fluorescence (pXRF) spectrometry applications in Soil …
Heavy metal pollution in agricultural soils of a typical volcanic area: Risk assessment and source appointment
J Yang, Y Sun, Z Wang, J Gong, J Gao, S Tang, S Ma… - Chemosphere, 2022 - Elsevier
Heavy metals are naturally occurring elements with high natural background levels in the
volcanic area. Therefore, it is necessary to conduct a risk assessment and identify potential …
volcanic area. Therefore, it is necessary to conduct a risk assessment and identify potential …
Regenerative agriculture and integrative permaculture for sustainable and technology driven global food production and security
A growing world population and increases in food and energy consumption have placed
production agriculture in a difficult situation. The rapid growth in food production through …
production agriculture in a difficult situation. The rapid growth in food production through …
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 …
X-ray fluorescence application in food, feed, and agricultural science: a critical review
X Feng, H Zhang, P Yu - Critical reviews in food science and …, 2021 - Taylor & Francis
Recently X-ray fluorescence techniques have been widely used in food and agricultural
science areas. Minimal sample preparation, nondestructive analysis, high spatial resolution …
science areas. Minimal sample preparation, nondestructive analysis, high spatial resolution …
[HTML][HTML] Improving soil organic matter estimation accuracy by combining optimal spectral preprocessing and feature selection methods based on pXRF and vis-NIR …
X Shi, J Song, H Wang, X Lv, Y Zhu, W Zhang, W Bu… - Geoderma, 2023 - Elsevier
Rapid and accurate estimation of soil organic matter (SOM) content is of great significance
for agricultural production and carbon stock estimation. Visible-near-infrared spectroscopy …
for agricultural production and carbon stock estimation. Visible-near-infrared spectroscopy …
Soil organic matter prediction using smartphone-captured digital images: Use of reflectance image and image perturbation
This study evaluated a novel smartphone-based soil image segmentation technique and
subsequent machine learning (ML) optimization methodology with a set of soil images for …
subsequent machine learning (ML) optimization methodology with a set of soil images for …
Influence of auxiliary soil variables to improve PXRF-based soil fertility evaluation in India
Portable X-ray fluorescence (PXRF) spectrometry has already been established as a rapid
and cost-effective tool for predicting various soil physicochemical properties. This study used …
and cost-effective tool for predicting various soil physicochemical properties. This study used …
Using Nix color sensor and Munsell soil color variables to classify contrasting soil types and predict soil organic carbon in Eastern India
Optimal soil management depends on rapid and frequent monitoring of key soil properties,
which are conventionally measured in the laboratory using laborious wet-chemistry …
which are conventionally measured in the laboratory using laborious wet-chemistry …