Terkko Navigator / Computers and electronics in agriculture

Modelling internal knot distribution using external log features

A systematic literature review on the use of machine learning in precision livestock farming

Linking an agro-meteorological model and a water cloud model for estimating soil water content over wheat fields

Accurate body measurement of live cattle using three depth cameras and non-rigid 3-D shape recovery

Identifying sunflower lodging based on image fusion and deep semantic segmentation with UAV remote sensing imaging

The impact of differences in land fragmentation parameters on the planning, implementation, and evaluation of land consolidation projects. Case studies of Turkey and Poland

Early detection of grapevine leafroll disease in a red-berried wine grape cultivar using hyperspectral imaging

Characteristic analysis of humidity control in a fresh-keeping container using CFD model

Replacing traditional light measurement with LiDAR based methods in orchards

Forest inventory with high-density UAV-Lidar: Machine learning approaches for predicting individual tree attributes

Design and development of monitoring device for corn grain cleaning loss based on piezoelectric effect

Real-time growth rate and fresh weight estimation for little gem romaine lettuce in aquaponic grow beds

CFD analysis for evaluating and optimizing spatial distribution of CO2 concentration in a strawberry greenhouse under different CO2 enrichment methods

Adaptive autonomous UAV scouting for rice lodging assessment using edge computing with deep learning EDANet

Cattle weight estimation using active contour models and regression trees Bagging

A cost-effective on-site milk analyzer based on multispectral sensor

Establishing a model to predict the single boll weight of cotton in northern Xinjiang by using high resolution UAV remote sensing data

CFD modelling of physical velocity and anisotropic resistance components in a peaked stored grain with aeration ducting systems

Crop pest classification with a genetic algorithm-based weighted ensemble of deep convolutional neural networks

Autonomous shallow flow runoff detector for hillslope hydrological studies

Pose estimation and adaptable grasp configuration with point cloud registration and geometry understanding for fruit grasp planning

Modeling climate change impact on streamflow as affected by snowmelt in Nicolet River Watershed, Quebec

Automatic identification of insects from digital images: A survey

A robot system equipped with deep convolutional neural network for autonomous grading and sorting of root-trimmed garlics

Close-range hyperspectral imaging of whole plants for digital phenotyping: Recent applications and illumination correction approaches

A review on plant high-throughput phenotyping traits using UAV-based sensors

Grape disease image classification based on lightweight convolution neural networks and channelwise attention

Collision risk reduction of N-trailer agricultural machinery by off-track minimization

Assessing the nitrogen status of almond trees by visible-to-shortwave infrared reflectance spectroscopy of carbohydrates

Automatic segmentation of overlapped poplar seedling leaves combining Mask R-CNN and DBSCAN

A DNN-based semantic segmentation for detecting weed and crop

Using channel pruning-based YOLO v4 deep learning algorithm for the real-time and accurate detection of apple flowers in natural environments

A cyber-physical intelligent agent for irrigation scheduling in horticultural crops

Wild blueberry yield prediction using a combination of computer simulation and machine learning algorithms

Impurity detection of juglans using deep learning and machine vision

Unsupervised domain adaptation for in-field cotton boll status identification

A sensing approach for automated and real-time pesticide detection in the scope of smart-farming

Improved crop row detection with deep neural network for early-season maize stand count in UAV imagery

Modeling wetted areas of moisture bulb for drip irrigation systems: An enhanced empirical model and artificial neural network

Automatic recognition of dairy cow mastitis from thermal images by a deep learning detector

Introducing uncertainty in a large scale agricultural economic model: A methodological overview

Design and implementation of a low-cost sensor network to monitor environmental and agronomic variables in a plant factory

Angular effect in proximal sensing of leaf-level chlorophyll content using low-cost DIY visible/near-infrared camera

Map-based site-specific seeding of consumption potato production using high-resolution soil and crop data fusion

Deep learning techniques for automatic butterfly segmentation in ecological images

Deterministic predictive dynamic scheduling for crop-transport co-robots acting as harvesting aids

Detection of avian influenza-infected chickens based on a chicken sound convolutional neural network

Invariant leaf image recognition with histogram of Gaussian convolution vectors

A survey of public datasets for computer vision tasks in precision agriculture

Assessing the effect of water scarcity on crop selection and spatial pattern of croplands in central Iran