Determination of soil nutrients (NPK) using optical methods: a mini review
RP Potdar, MM Shirolkar, AJ Verma… - Journal of plant …, 2021 - Taylor & Francis
In the present situation, plants have to meet the food supply demand for a large and
increasing population. In order to get high yield, it is essential for the plantations to be …
increasing population. In order to get high yield, it is essential for the plantations to be …
A review on soil nitrogen sensing technologies: challenges, progress and perspectives
J Liu, H Cai, S Chen, J Pi, L Zhao - Agriculture, 2023 - mdpi.com
Nitrogen is a vital ingredient for plant development and growth. It is one of the most crucial
indicators of soil fertility and crop growth conditions. For the monitoring of nitrogen loss …
indicators of soil fertility and crop growth conditions. For the monitoring of nitrogen loss …
Machine Learning in the Classification of Soybean Genotypes for Primary Macronutrients' Content Using UAV–Multispectral Sensor
Using spectral data to quantify nitrogen (N), phosphorus (P), and potassium (K) contents in
soybean plants can help breeding programs develop fertilizer-efficient genotypes …
soybean plants can help breeding programs develop fertilizer-efficient genotypes …
A technical survey on practical applications and guidelines for IoT sensors in precision agriculture and viticulture
Climate change pose significant challenges to modern agriculture management systems,
threatening food production and security. Therefore, tackling its effects has never been so …
threatening food production and security. Therefore, tackling its effects has never been so …
Prediction of soil-available potassium content with visible near-infrared ray spectroscopy of different pretreatment transformations by the boosting algorithms
X **, S Li, W Zhang, J Zhu, J Sun - Applied Sciences, 2020 - mdpi.com
Featured Application Quantitative models for visible near-infrared ray spectroscopy have
rarely been exploited for the measurement of soil-available potassium. These results show …
rarely been exploited for the measurement of soil-available potassium. These results show …
perspectives on the roles of real time nitrogen sensing and IoT integration in smart agriculture
Smart agriculture (SA) based on the framework of precision agriculture (PA) is a vital
component of sustainable and efficient food production, with nitrogen (N) management …
component of sustainable and efficient food production, with nitrogen (N) management …
Synergetic use of DEM derivatives, Sentinel-1 and Sentinel-2 data for map** soil properties of a sloped cropland based on a two-step ensemble learning method
Z Li, F Liu, X Peng, B Hu, X Song - Science of The Total Environment, 2023 - Elsevier
Understanding the spatial variability of soil organic matter (SOM), soil total nitrogen (STN),
soil total phosphorus (STP), and soil total potassium (STK) is important to support site …
soil total phosphorus (STP), and soil total potassium (STK) is important to support site …
Soil Spectroscopy Evolution: A Review of Homemade Sensors, Benchtop Systems, and Mobile Instruments Coupled with Machine Learning Algorithms in Soil …
In precision agriculture, soil spectroscopy has become an invaluable tool for rapid, low-cost,
and nondestructive diagnostic approaches. Various instrument configurations are utilized to …
and nondestructive diagnostic approaches. Various instrument configurations are utilized to …
[HTML][HTML] Use of Probes and Sensors in Agriculture—Current Trends and Future Prospects on Intelligent Monitoring of Soil Moisture and Nutrients
Soil monitoring is essential for promoting sustainability in agriculture, as it helps prevent
degradation and optimize the use of natural resources. The introduction of innovative …
degradation and optimize the use of natural resources. The introduction of innovative …
SoilCares: Towards Low-cost Soil Macronutrients and Moisture Monitoring Using RF-VNIR Sensing
Accurate measurements of soil macronutrients (ie, nitrogen, phosphorus, and potassium)
and moisture play a key role in smart agriculture. However, existing commodity soil sensors …
and moisture play a key role in smart agriculture. However, existing commodity soil sensors …