PanicleNeRF: Low-Cost, High-Precision In-Field Phenotyping of Rice Panicles with Smartphone [0.03%]
基于智能手机的水稻穗部低成本、高精度表型分析——PanicleNeRF
Xin Yang,Xuqi Lu,Pengyao Xie et al.
Xin Yang et al.
The rice panicle traits substantially influence grain yield, making them a primary target for rice phenotyping studies. However, most existing techniques are limited to controlled indoor environments and have difficulty in capturing the ric...
Estimating Leaf Nitrogen Accumulation Considering Vertical Heterogeneity Using Multiangular Unmanned Aerial Vehicle Remote Sensing in Wheat [0.03%]
基于无人机多角度遥感考虑垂直异质性估算小麦冠层氮素积累
Yuanyuan Pan,Jingyu Li,Jiayi Zhang et al.
Yuanyuan Pan et al.
The accuracy of leaf nitrogen accumulation (LNA) estimation is often compromised by the vertical heterogeneity of crop nitrogen. In this study, an estimation model of LNA considering vertical heterogeneity of wheat was developed based on un...
Drone-Based Digital Phenotyping to Evaluating Relative Maturity, Stand Count, and Plant Height in Dry Beans (Phaseolus vulgaris L.) [0.03%]
基于无人机的数字表型评估芸豆（Phaseolus vulgaris L.）相对成熟度、群体密度和植株高度的方法
Leonardo Volpato,Evan M Wright,Francisco E Gomez
Leonardo Volpato
Substantial effort has been made in manually tracking plant maturity and to measure early-stage plant density and crop height in experimental fields. In this study, RGB drone imagery and deep learning (DL) approaches are explored to measure...
Seasonal Fluctuations and Vertical Heterogeneity of Biochemical-Structural Parameters in Wetland Emergent Aquatic Vegetation [0.03%]
湿地挺水植物群落生物化学结构性状的季节动态及垂直分异规律研究
Huaijing Wang,Yunmei Li,Jianguang Wen et al.
Huaijing Wang et al.
Accurate understanding of vertical patterns of canopy structure characteristics and solar radiation distribution patterns of aquatic vegetation is pivotal in formulating a bidirectional reflection model and comprehending the ecological dyna...
PlanText: Gradually Masked Guidance to Align Image Phenotypes with Trait Descriptions for Plant Disease Texts [0.03%]
基于渐进遮挡指导的图像表型与性状描述对齐的植物病害文本定位方法
Kejun Zhao,Xingcai Wu,Yuanyuan Xiao et al.
Kejun Zhao et al.
Plant diseases are a critical driver of the global food crisis. The integration of advanced artificial intelligence technologies can substantially enhance plant disease diagnostics. However, current methods for early and complex detection r...
Multi-Scale Attention Network for Vertical Seed Distribution in Soybean Breeding Fields [0.03%]
基于多尺度注意力网络的大豆育种田块垂直种子分布检测方法
Tang Li,Pieter M Blok,James Burridge et al.
Tang Li et al.
The increase in the global population is leading to a doubling of the demand for protein. Soybean (Glycine max), a key contributor to global plant-based protein supplies, requires ongoing yield enhancements to keep pace with increasing dema...
Erik Andvaag,Kaylie Krys,Steven J Shirtliffe et al.
Erik Andvaag et al.
Plant population counts are highly valued by crop producers as important early-season indicators of field health. Traditionally, emergence rate estimates have been acquired through manual counting, an approach that is labor-intensive and re...
Phenotyping of Panicle Number and Shape in Rice Breeding Materials Based on Unmanned Aerial Vehicle Imagery [0.03%]
基于无人机影像的水稻育种材料穗数和穗型表型分析
Xuqi Lu,Yutao Shen,Jiayang Xie et al.
Xuqi Lu et al.
The number of panicles per unit area (PNpA) is one of the key factors contributing to the grain yield of rice crops. Accurate PNpA quantification is vital for breeding high-yield rice cultivars. Previous studies were based on proximal sensi...
Evaluating the Influence of Row Orientation and Crown Morphology on Growth of Pinus taeda L. with Drone-Based Airborne Laser Scanning [0.03%]
基于无人机载激光扫描评估行向和冠层形态对Pinus taeda L.生长的影响
Matthew J Sumnall,David R Carter,Timothy J Albaugh et al.
Matthew J Sumnall et al.
The tree crown's directionality of growth may be an indicator of how aggressive the tree is in terms of foraging for light. Airborne drone laser scanning (DLS) has been used to accurately classify individual tree crowns (ITCs) and derive si...
Cucumber Seedling Segmentation Network Based on a Multiview Geometric Graph Encoder from 3D Point Clouds [0.03%]
基于三维点云多视图几何图编码的 cucumber幼苗分割网络
Yonglong Zhang,Yaling Xie,Jialuo Zhou et al.
Yonglong Zhang et al.
Plant phenotyping plays a pivotal role in observing and comprehending the growth and development of plants. In phenotyping, plant organ segmentation based on 3D point clouds has garnered increasing attention in recent years. However, using ...