Abstract Data from high‐throughput phenotyping (HTP) could be used for phenotype imputation to enhance genomic selection (GS) or gene discovery, but this has not been explored in crop species. Three machine learning models: multiple linear regression (MLR), missForest, and k‐nearest neighbors, were evaluated for grain yield (GY) phenotype imputation in
Raysa Gevartosky +2 more
wiley +1 more source
Prediction of tractor drawbar pull under different tillage tools using machine learning and low-cost sensors. [PDF]
Gong SY +6 more
europepmc +1 more source
Automatic measurement of rice tiller angle from unmanned aerial vehicle images
Abstract Rice (Oryza sativa L.) tiller angle is an important trait that influences plant architecture, canopy light interception, and yield potential. In this study, we proposed a deep learning‐based pipeline for automated measurement of rice tiller angle and plant base width using unmanned aerial vehicle (UAV) imagery.
Tan‐Hanh Pham +10 more
wiley +1 more source
Usable time estimation and suitable battery selection for electric tractor considering agricultural operational load. [PDF]
Siddique MAA +8 more
europepmc +1 more source
ABSTRACT The spatial distribution of economic activities is central to regional economics. However, empirical tools for comparing industries based on the similarity of their spatial distributions remain limited. Traditional cluster analysis typically ignores geographical distance and connectivity, while spatial methods focus on clustering places rather
Gilvan Santos do Rosario Junior +2 more
wiley +1 more source
Natural frequency and modal analysis of tractor vibration system. [PDF]
Yuan JQ, Zhang L.
europepmc +1 more source
ABSTRACT The U.S. motor carrier industry has suffered from high driver turnover rates for decades. The need is high for developing techniques that enable carriers to predict the turnover risk (quit probability) of each driver for each time period, as they can provide timely warnings to carriers regarding which drivers are about to quit, allowing ...
Yoshinori Suzuki
wiley +1 more source
Advanced diesel emission control in agricultural tractors using Ni-CNT<sub>S</sub> nanocomposites and hybrid activated carbon-magnesium oxide adsorbents. [PDF]
Razek MEA +4 more
europepmc +1 more source
Do Voluntary and Mandatory Clean Truck Programs Improve Air Quality Around Ports?
ABSTRACT States and port authorities have implemented “Clean Truck” programs (CTPs) to encourage trucking companies to transition to newer, cleaner trucks to reduce the emissions around ports. We examine the comparative effectiveness of mandatory and voluntary CTPs implemented across major United States ports.
Chinedu Ufodike +2 more
wiley +1 more source
Unveiling the beneficial techniques in lung segmentectomy by using a stapler tractor for vascular dissection based on surgical video replay. [PDF]
Xia Y +10 more
europepmc +1 more source

