Estimation of cotton leaf area index (LAI) based on spectral transformation and vegetation index
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 …
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 …
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 …
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 …
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 …
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 …
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 …
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 …
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 …
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 …
production and maintaining ecological functions in the agroecosystem. Effective soil …