Terkko Navigator / Precision agriculture

Detection of Colchicum autumnale in drone images, using a machine-learning approach

Vineyard yield estimation by combining remote sensing, computer vision and artificial neural network techniques

Subsoiling of an oxisol at fixed and varying depth in areas under sugarcane

Robots in agriculture: prospects, impacts, ethics, and policy

An accurate method for predicting spatial variability of maize yield from UAV-based plant height estimation: a tool for monitoring agronomic field experiments

The challenge of reproducing remote sensing data from satellites and unmanned aerial vehicles (UAVs) in the context of management zones and precision agriculture

Pesticide application coverage training (PACT) tool: development and evaluation of a sprayer performance diagnostic tool

Evaluating the drivers of banana flowering cycle duration using a stochastic model and on farm production data

Drivers and challenges of precision agriculture: a social media perspective

Development of a smartphone-based peanut data logging system

Evaluation of sensor-based field-scale spatial application of granular N to maize

Evaluating the navigation performance of multi-information integration based on low-end inertial sensors for precision agriculture

Model-based optimal delineation of drip irrigation management zones

Predicting the growth of lettuce from soil infrared reflectance spectra: the potential for crop management

Effects of spatial, temporal, and spectral resolutions on the estimation of wheat and barley leaf area index using multi- and hyper-spectral data (case study: Karaj, Iran)

Comparison of precision and conventional irrigation management of cotton and impact of soil texture

Predicting plant available phosphorus using infrared spectroscopy with consideration for future mobile sensing applications in precision farming

Mapping within-field leaf chlorophyll content in agricultural crops for nitrogen management using Landsat-8 imagery

Delineation of management zones with spatial data fusion and belief theory

Spatial analysis and mapping of banana crop properties: issues of the asynchronicity of the banana production and proposition of a statistical method to take it into account

A new method to estimate the spatial correlation between planned and actual patch spraying of herbicides

From yield history to productivity zone identification with hidden Markov random fields

Leaf Area Index evaluation in vineyards using 3D point clouds from UAV imagery

Real-time detection of rice phenology through convolutional neural network using handheld camera images

A template-free machine vision-based crop row detection algorithm

Deep neural networks for grape bunch segmentation in natural images from a consumer-grade camera

A comparison between spatial clustering models for determining N-fertilization management zones in orchards

Coupling proximal sensing, seasonal forecasts and crop modelling to optimize nitrogen variable rate application in durum wheat

Examining the social and biophysical determinants of U.S. Midwestern corn farmers’ adoption of precision agriculture

Field scale row unit vibration affecting planting quality

Mapping sub-field maize yields in Nebraska, USA by combining remote sensing imagery, crop simulation models, and machine learning

Golf course superintendents’ knowledge of variability within fairways: a tool for precision turfgrass management

Linking weed patterns with soil properties: a long-term case study

Modelling DUALEM-2 measured soil conductivity as a function of measuring depth to correlate with soil moisture content and potato tuber yield

Row-crop planter performance to support variable-rate seeding of maize

Using data on soil ECa, soil water properties, and response of tree root system for spatial water balancing in an apple orchard

Delineation of management zones and optimization of irrigation scheduling to improve irrigation water productivity and revenue in a farmland of Northwest China

The novel use of proximal photogrammetry and terrestrial LiDAR to quantify the structural complexity of orchard trees

Detection and counting of flowers on apple trees for better chemical thinning decisions

Variable-rate application of high spatial resolution can improve cotton N-use efficiency and profitability

Delineating site-specific management zones on pasture soil using a probabilistic and objective model and geostatistical techniques

Biophysical parameters of coffee crop estimated by UAV RGB images

Understanding the adoption of smartphone apps in crop protection

Production limits analysis of rain-fed maize on the basis of spatial variability of soil factors in North China

Integration of optical and analogue sensors for monitoring canopy health and vigour in precision viticulture