Estimation of LAI with the LiDAR technology: A review

Y Wang, H Fang - Remote Sensing, 2020 - mdpi.com
Leaf area index (LAI) is an important vegetation parameter. Active light detection and
ranging (LiDAR) technology has been widely used to estimate vegetation LAI. In this study …

Technology and data fusion methods to enhance site-specific crop monitoring

U Ahmad, A Nasirahmadi, O Hensel, S Marino - Agronomy, 2022 - mdpi.com
Digital farming approach merges new technologies and sensor data to optimize the quality
of crop monitoring in agriculture. The successful fusion of technology and data is highly …

Toward multi-stage phenotyping of soybean with multimodal UAV sensor data: a comparison of machine learning approaches for leaf area index estimation

Y Zhang, Y Yang, Q Zhang, R Duan, J Liu, Y Qin… - Remote Sensing, 2022 - mdpi.com
Leaf Area Index (LAI) is an important parameter which can be used for crop growth
monitoring and yield estimation. Many studies have been carried out to estimate LAI with …

Estimating Effective Leaf Area Index of Winter Wheat Based on UAV Point Cloud Data

J Yang, M Xing, Q Tan, J Shang, Y Song, X Ni, J Wang… - Drones, 2023 - mdpi.com
Leaf area index (LAI) is a widely used plant biophysical parameter required for modelling
plant photosynthesis and crop yield estimation. UAV remote sensing plays an increasingly …

Estimating lai for cotton using multisource uav data and a modified universal model

P Yan, Q Han, Y Feng, S Kang - Remote Sensing, 2022 - mdpi.com
Leaf area index (LAI) is an important indicator of crop growth and water status. With the
continuous development of precision agriculture, estimating LAI using an unmanned aerial …

Street tree segmentation from mobile laser scanning data

Q Li, P Yuan, X Liu, H Zhou - International Journal of Remote …, 2020 - Taylor & Francis
Mobile laser scanning (MLS) measurement technology is well-suited for individual-tree-
based urban forest inventory because it can capture a dense three-dimensional (3D) point …

Combining spectral and texture feature of UAV image with plant height to improve LAI estimation of winter wheat at jointing stage

M Zou, Y Liu, M Fu, C Li, Z Zhou, H Meng… - Frontiers in Plant …, 2024 - frontiersin.org
Introduction Leaf area index (LAI) is a critical physiological and biochemical parameter that
profoundly affects vegetation growth. Accurately estimating the LAI for winter wheat during …

Estimation of forest LAI using discrete airborne LiDAR: a review

L Tian, Y Qu, J Qi - Remote Sensing, 2021 - mdpi.com
The leaf area index (LAI) is an essential input parameter for quantitatively studying the
energy and mass balance in soil-vegetation-atmosphere transfer systems. As an active …

Combining hyperspectral imagery and LiDAR pseudo-waveform for predicting crop LAI, canopy height and above-ground biomass

S Luo, C Wang, X Xi, S Nie, X Fan, H Chen, X Yang… - Ecological …, 2019 - Elsevier
Crop Leaf area index (LAI), canopy height and above-ground biomass (AGB) are important
structural parameters. Accurate predictions of these three parameters are required for …

[HTML][HTML] A voxel matching method for effective leaf area index estimation in temperate deciduous forests from leaf-on and leaf-off airborne LiDAR data

X Zhu, J Liu, AK Skidmore, J Premier… - Remote sensing of …, 2020 - Elsevier
The quantification of leaf area index (LAI) is essential for modeling the interaction between
atmosphere and biosphere. The airborne LiDAR has emerged as an effective tool for …