[HTML][HTML] Recent advances of hyperspectral imaging technology and applications in agriculture

B Lu, PD Dao, J Liu, Y He, J Shang - Remote Sensing, 2020 - mdpi.com
Remote sensing is a useful tool for monitoring spatio-temporal variations of crop
morphological and physiological status and supporting practices in precision farming. In …

Monitoring of soil heavy metals based on hyperspectral remote sensing: A review

Y Wang, B Zou, L Chai, Z Lin, H Feng, Y Tang… - Earth-Science …, 2024 - Elsevier
Hyperspectral remote sensing (HRS) has emerged as a promising technique for monitoring
the spatiotemporal distribution of soil heavy metal (SHM) contamination, owing to its …

Estimating potato above-ground biomass based on vegetation indices and texture features constructed from sensitive bands of UAV hyperspectral imagery

Y Liu, Y Fan, H Feng, R Chen, M Bian, Y Ma… - … and Electronics in …, 2024 - Elsevier
Above-ground biomass (AGB) estimation is critical for monitoring crop growth and assessing
yields. Unmanned aerial vehicle (UAV) optical remote sensing technology offers robust …

Estimating potato above-ground biomass by using integrated unmanned aerial system-based optical, structural, and textural canopy measurements

Y Liu, H Feng, J Yue, Y Fan, M Bian, Y Ma, X **… - … and Electronics in …, 2023 - Elsevier
Rapid and non-destructive potato above ground biomass (AGB) monitoring is a crucial step
in the development of smart agriculture because AGB is closely related to crop growth, yield …

Improved potato AGB estimates based on UAV RGB and hyperspectral images

Y Liu, H Feng, J Yue, X **, Y Fan, R Chen… - … and Electronics in …, 2023 - Elsevier
Crops' above-ground biomass (AGB) is a crucial indicator that reflects crop health and
predicts crop yield. However, using only optical vegetation indices (VIs) can produce …

Modeling maize above-ground biomass based on machine learning approaches using UAV remote-sensing data

L Han, G Yang, H Dai, B Xu, H Yang, H Feng, Z Li… - Plant methods, 2019 - Springer
Background Above-ground biomass (AGB) is a basic agronomic parameter for field
investigation and is frequently used to indicate crop growth status, the effects of agricultural …

Estimate of winter-wheat above-ground biomass based on UAV ultrahigh-ground-resolution image textures and vegetation indices

J Yue, G Yang, Q Tian, H Feng, K Xu, C Zhou - ISPRS Journal of …, 2019 - Elsevier
When dealing with multiple growth stages, estimates of above-ground biomass (AGB) based
on optical vegetation indices (VIs) are difficult for two reasons:(i) optical VIs saturate at …

Estimation of potato above-ground biomass based on unmanned aerial vehicle red-green-blue images with different texture features and crop height

Y Liu, H Feng, J Yue, X **, Z Li, G Yang - Frontiers in Plant Science, 2022 - frontiersin.org
Obtaining crop above-ground biomass (AGB) information quickly and accurately is
beneficial to farmland production management and the optimization of planting patterns …

Estimating vertically growing crop above-ground biomass based on UAV remote sensing

J Yue, H Yang, G Yang, Y Fu, H Wang… - Computers and Electronics …, 2023 - Elsevier
The accurate estimation of crop above-ground biomass (AGB) can assist in crop growth
monitoring and grain yield prediction. Remote sensing has been widely used for AGB …

Unmanned aerial vehicle (UAV) imaging and machine learning applications for plant phenoty**

FT Teshome, HK Bayabil, G Hoogenboom… - … and Electronics in …, 2023 - Elsevier
The availability of timely and accurate information about plant conditions is critical for
making informed decisions for maintaining or improving agricultural productivity. However …