In this paper, we propose a novel deep learning method based on Convolutional Neural Network (CNN) that simultaneously detects and geolocates plantation-rows while counting its plants considering highly-dense plantation configurations. The experimental setup was evaluated in cornfield with different growth stages Citrus orchard. Both datasets characterize plant density scenarios, locations, typ...

Olive tree growing (Olea europaea L.) has considerably increased in the last decades, as consumption of extra virgin olive oil world. Precision agriculture is increasingly being applied orchards a new method to manage agronomic variability with aim providing individual plants right input amount, limiting waste or excess. The objective this study was develop methodology on GIS platform using GEO...

The paper proposes a novel method for counting apples in an orchard using unmanned aerial vehicles (UAVs), also known as drones. authors acknowledge that traditional methods of are time-consuming and labor-intensive therefore propose more efficient accurate solution group drones equipped with high-resolution cameras. proposed involves convolutional neural network (CNN) called YOLOv5-v1 to detec...

The proper use of natural resources can preserve these valuable assets. In line with the management of natural resources, land use optimization can be highly useful. The aim of the present study is to propose an appropriate integrative model for optimized allocation of lands for surface runoff and sediment load minimization and net income maximization in Bayg watershed, Iran. In this study, fiv...

Concentration of organic chlorinated pesticides (OCPs) were measured in topsoils of a selected farm (NK farm) in Beijing in 1993 and 2003. The results indicated that OCPs, mainly 1,2,3,4,5,6-hexachlorocyclohexane (HCH) and 1,1,1,-trichloro-2,2-bis(p-chlorophenyl) ethane (DDT), degraded greatly in the 20 years after the prohibition of their use. DDT was the major contributors of pollution on the...

Knowledge of tree size is great importance for the precision management a hazelnut orchard. In fact, it has been shown that site-specific crop allows best possible and efficiency use inputs. Generally, measurements parameters are carried out using manual techniques time-consuming, labor-intensive not very precise. The aim this study was to propose, evaluate validate simple innovative procedure ...

This study was conducted at Selçuk University, Faculty of Agriculture, Department Horticulture, Research and Application Orchard. In the study, effects different bacterial strains on yield, fruit quality, plant growth, nutrition issues in Jumbo Chester blackberry varieties calcareous soil conditions were determined. As a result measurements analyzes, it determined that applications are effectiv...

Land use and land cover characteristics of an area supply important information for decision-makers in many disciplines. One of these areas is agriculture that obtains the benefits of these kinds of spatial information in order to plan future production effectively and efficiently. On the other hand, collecting, compiling, managing, analyzing, and displaying the field data are cumbersome duties...

Abstract The crop growth is an energy conversion process, and management has important impact on the quality yield of products. As IoT (the Internet Things) widely used in agriculture, for example, orchard often to realize water-saving irrigation, this paper innovatively proposes a scheme improve fruit by using management. designed things, addition usual environmental parameters can further adj...