Terkko Navigator / Computers and electronics in agriculture

Agricultural cybernetics: Yanbo Huang and Qin Zhang, (2021), ISBN: 978-3-030-72102-2.

Reconstruction of Sentinel-2 derived time series using robust Gaussian mixture models — Application to the detection of anomalous crop development

Computer vision and machine learning applied in the mushroom industry: A critical review

Applications of IoT for optimized greenhouse environment and resources management

Improving the quality of national organic seed databases to increase the use of organic seed and propagation materials in Europe

Automated execution of a pest bird deterrence system using a programmable unmanned aerial vehicle (UAV)

Electronic noses based on metal oxide semiconductor sensors for detecting crop diseases and insect pests

Advances in the estimations and applications of critical nitrogen dilution curve and nitrogen nutrition index of major cereal crops. A review

LIBS in agriculture: A review focusing on revealing nutritional and toxic elements in soil, water, and crops

Wireless sensor networks in agriculture through machine learning: A survey

Unmanned airboat technology and applications in environment and agriculture

Dimension-reduced spatiotemporal network for lameness detection in dairy cows

Early diagnosis and pathogenesis monitoring of wheat powdery mildew caused by blumeria graminis using hyperspectral imaging

Dynamic algorithmic conversion of compressed sward height to dry matter yield by a rising plate meter

Deep transfer learning based photonics sensor for assessment of seed-quality

Cattle face recognition based on a Two-Branch convolutional neural network

Discrimination of onion subjected to drought and normal watering mode based on fluorescence spectroscopic data

Applicability evaluation of a demand-controlled ventilation system in livestock

Determining application volume of unmanned aerial spraying systems for cotton defoliation using remote sensing images

Improving leaf area index estimation accuracy of wheat by involving leaf chlorophyll content information

Power consumption analysis of the multi-edge toothed device for shredding the residual film and impurity mixture

Comparing satellites and vegetation indices for cover crop biomass estimation

Artificial neural network to predict traction performance of autonomous ground vehicle on a sloped soil bin and uncertainty analysis

Data considerations for developing deep learning models for dairy applications: A simulation study on mastitis detection

A general technique for the estimation of farm animal body part weights from CT scans and its applications in a rabbit breeding program

Hyperspectral imaging facilitates early detection of Orobanche cumana below-ground parasitism on sunflower under field conditions

Novel, technical advance: A new grapevine transpiration prototype for grape berries and whole bunch based on relative humidity sensors

Prediction of litter performance in lactating sows using machine learning, for precision livestock farming

Modeling ammonia volatilization following urea and controlled-release urea application to paddy fields

Achieving robustness across different ages and cultivars for an NIRS-PLSR model of fresh cassava root starch and dry matter content

Soybean seed counting and broken seed recognition based on image sequence of falling seeds

Extraction of reflectance spectra features for estimation of surface, subsurface, and profile soil properties

The influence of rotor downwash on spray distribution under a quadrotor unmanned aerial system

LodgeNet: Improved rice lodging recognition using semantic segmentation of UAV high-resolution remote sensing images

Analysis and experiment of feeding material process of Hermetia illucens L. frass bucket wheel based on DEM

Fusion of Mask RCNN and attention mechanism for instance segmentation of apples under complex background

Exploring the potential of hyperspectral imaging to detect Esca disease complex in asymptomatic grapevine leaves

Improving path-tracking performance of an articulated tractor-trailer system using a non-linear kinematic model

Automatic detection of quality soil spectra in an online vis-NIR soil sensor

Assessing environmental control strategies in cage-free aviary housing systems: Egg production analysis and Random Forest modeling

Data analytics platforms for agricultural systems: A systematic literature review

Fruit yield prediction and estimation in orchards: A state-of-the-art comprehensive review for both direct and indirect methods

DHBP: A dual-stream hierarchical bilinear pooling model for plant disease multi-task classification

Multi-site calibration and validation of a wide-angle ultrasonic sensor and precise GPS to estimate pasture mass at the paddock scale

Intelligent upgrading of plant breeding: Decision support tools in the golden seed breeding cloud platform

Fault diagnosis of wet clutch control system of tractor hydrostatic power split continuously variable transmission

An optimal goal point determination algorithm for automatic navigation of agricultural machinery: Improving the tracking accuracy of the Pure Pursuit algorithm

The closed-open truck and loader routing problem for biomass transportation from satellite storage locations to a bioenergy plant

Automated variety trial plot growth and flowering detection for maize and soybean using machine vision

Evaluation of LoRa technology in 433-MHz and 868-MHz for underground to aboveground data transmission