The evolution of chemometrics coupled with near infrared spectroscopy for fruit quality evaluation. II. The rise of convolutional neural networks
The Part 1 prequel to this review evaluated the evolution of modelling techniques used in
evaluation of fruit quality over the past three decades and noted a progression towards the …
evaluation of fruit quality over the past three decades and noted a progression towards the …
[HTML][HTML] A bibliometric analysis of research on remote sensing-based monitoring of soil organic matter conducted between 2003 and 2023
Soil organic matter (SOM) is a key metric for assessing soil quality and crop yield potential. It
plays a vital role in maintaining the ecological balance environment and promoting …
plays a vital role in maintaining the ecological balance environment and promoting …
Machine Learning Algorithm for Soil Analysis and Classification of Micronutrients in IoT‐Enabled Automated Farms
The available nutrient status of the mulberry gardens in the districts of Tamil Nadu is
analyzed and evaluated to find the status. In this work, the soil is classified based on the test …
analyzed and evaluated to find the status. In this work, the soil is classified based on the test …
[HTML][HTML] Simultaneous estimation of multiple soil properties from vis-NIR spectra using a multi-gate mixture-of-experts with data augmentation
X Wang, MW Zhang, YN Zhou, L Wang, LT Zeng… - Geoderma, 2025 - Elsevier
Simultaneous estimation of multiple soil properties from vis-NIR hyperspectra presents a
cost-effective and time-efficient approach. Previous studies have utilized multi-task …
cost-effective and time-efficient approach. Previous studies have utilized multi-task …
Hyperspectral estimation of soil copper concentration based on improved tabnet model in the eastern junggar coalfield
China is the largest coal consumer in the world. The massive exploitation and utilization of
coal resources have resulted in serious problems of heavy metal pollution and …
coal resources have resulted in serious problems of heavy metal pollution and …
[HTML][HTML] County-level cultivated land quality evaluation using multi-temporal remote sensing and machine learning models: from the perspective of national standard
D Duan, X Li, Y Liu, Q Meng, C Li, G Lin, L Guo, P Guo… - Remote Sensing, 2024 - mdpi.com
Scientific evaluation of cultivated land quality (CLQ) is necessary for promoting rational
utilization of cultivated land and achieving one of the Sustainable Development Goals …
utilization of cultivated land and achieving one of the Sustainable Development Goals …
SpectraTr: A novel deep learning model for qualitative analysis of drug spectroscopy based on transformer structure
P Fu, Y Wen, Y Zhang, L Li, Y Feng, L Yin… - Journal of Innovative …, 2022 - World Scientific
The drug supervision methods based on near-infrared spectroscopy analysis are heavily
dependent on the chemometrics model which characterizes the relationship between …
dependent on the chemometrics model which characterizes the relationship between …
Soil nitrogen content detection based on near-infrared spectroscopy
B Tan, W You, S Tian, T **ao, M Wang, B Zheng, L Luo - Sensors, 2022 - mdpi.com
Traditional soil nitrogen detection methods have the characteristics of being time-consuming
and having an environmental pollution effect. We urgently need a rapid, easy-to-operate …
and having an environmental pollution effect. We urgently need a rapid, easy-to-operate …
A Systematic Review of the Soil Fertility Monitoring and Organic Farming Techniques for an Improved Crop Yield
SV Gaikar, MS Zambare… - 2023 Third International …, 2023 - ieeexplore.ieee.org
Agriculture acquires a substantial role in the economic development and employment of
every nation. Ever increasing population of the world and the depletion of agriculture …
every nation. Ever increasing population of the world and the depletion of agriculture …
Artificial neural network and convolutional neural network for prediction of dental caries
Dental caries has high prevalence among kids and adults thus it has become one of the
global health concerns. The current modern dentistry focused on the preventives measures …
global health concerns. The current modern dentistry focused on the preventives measures …