Estimation of cotton leaf area index (LAI) based on spectral transformation and vegetation index

Y Ma, Q Zhang, X Yi, L Ma, L Zhang, C Huang… - Remote Sensing, 2021 - mdpi.com
Unmanned aerial vehicles (UAV) has been increasingly applied to crop growth monitoring
due to their advantages, such as their rapid and repetitive capture ability, high resolution …

Corn seedling recognition algorithm based on hyperspectral image and lightweight-3D-CNN

Z Diao, J Yan, Z He, S Zhao, P Guo - Computers and Electronics in …, 2022 - Elsevier
Weeds can severely harm corn seedlings. If weeds are not removed promptly, a series of
problems arise, eventually resulting in a decrease in crop yield. In this study, corn seedlings …

A review of spectral feature extraction and multi-feature fusion methods in predicting soil organic carbon

X Li, H Qiu, P Fan - Applied Spectroscopy Reviews, 2024 - Taylor & Francis
The estimation of soil organic carbon based on visible near-infrared spectroscopy (VNIR)
and hyperspectral image (HSI) has many advantages. However, the estimation accuracy …

High-Resolution Mapping of Soil Organic Matter at the Field Scale Using UAV Hyperspectral Images with a Small Calibration Dataset

Y Yan, J Yang, B Li, C Qin, W Ji, Y Xu, Y Huang - Remote Sensing, 2023 - mdpi.com
The rapid acquisition of high-resolution spatial distribution of soil organic matter (SOM) at
the field scale is essential for precision agriculture. The UAV imaging hyperspectral …

Evaluation of different methods and models for grass cereals' production estimation: Case study in wheat

F Sala, MV Herbei - Agronomy, 2023 - mdpi.com
Adequate management of agricultural crops requires, among other things, accessible and
sufficiently accurate methods for assessing plant nutrition and crop vegetation status and for …

Estimation of Soil Cations Based on Visible and Near-Infrared Spectroscopy and Machine Learning

Y Peng, T Wang, S Xie, Z Liu, C Lin, Y Hu, J Wang… - Agriculture, 2023 - mdpi.com
Soil exchange cations are a basic indicator of soil quality and environmental clean-up
potential. The accurate and efficient acquisition of information on soil cation content is of …

Iron ore tailing composition estimation using fused visible–near infrared and thermal infrared spectra by outer product analysis

N Bao, H Lei, Y Cao, S Liu, X Gu, B Zhou, Y Fu - Minerals, 2022 - mdpi.com
Iron ore tailings are mainly composed of SiO2 and iron, whose content determines the
potential reuse strategy of the tailings. Compared with the traditional wet chemistry …

Predicting Soil Organic Matter, Available Nitrogen, Available Phosphorus and Available Potassium in a Black Soil Using a Nearby Hyperspectral Sensor System

S Wan, J Hou, J Zhao, N Clarke, C Kempenaar, X Chen - Sensors, 2024 - mdpi.com
Black soils, which play an important role in agricultural production and food security, are well
known for their relatively high content of soil organic matter (SOM). SOM has a significant …

Hybrid Whale Archimedes Optimization–based MLPNN model for soil nutrient classification and pH prediction

P Raman, BJ Chelliah - Environmental Science and Pollution Research, 2023 - Springer
Soil fertility and environmental factors play an important role in improving productivity and
cropland quality in the agricultural sector. A new prediction and classification model for the …

Artificial Intelligence and Hyperspectral Modeling for Soil Management

J Zhao, S Wan - … for Environmentally-friendly Food Production and Food …, 2023 - Springer
Soil management is important for sustainable agriculture, playing a vital role in food
production and maintaining ecological functions in the agroecosystem. Effective soil …