- Home
- Publications
- Publication Search
- Publication Details
Title
Smart Farming in Europe
Authors
Keywords
Smart Farming, Unmanned Aerial Vehicles (UAVs), Unmanned Ground Vehicles (UGVs), Image Processing, Machine Learning, Big Data, Cloud Computing, Wireless Sensor Networks (WSNs)
Journal
Computer Science Review
Volume 39, Issue -, Pages 100345
Publisher
Elsevier BV
Online
2021-01-13
DOI
10.1016/j.cosrev.2020.100345
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Towards smart farming: Systems, frameworks and exploitation of multiple sources
- (2020) Anastasios Lytos et al. Computer Networks
- A compilation of UAV applications for precision agriculture
- (2020) Panagiotis Radoglou-Grammatikis et al. Computer Networks
- A Comprehensive Study of the Potential Application of Flying Ethylene-Sensitive Sensors for Ripeness Detection in Apple Orchards
- (2019) João Valente et al. SENSORS
- Quantifying Lodging Percentage and Lodging Severity Using a UAV-Based Canopy Height Model Combined with an Objective Threshold Approach
- (2019) Norman Wilke et al. Remote Sensing
- Xf-Rovim. A Field Robot to Detect Olive Trees Infected by Xylella Fastidiosa Using Proximal Sensing
- (2019) Beatriz Rey et al. Remote Sensing
- On-the-Fly Olive Trees Counting Using a UAS and Cloud Services
- (2019) Esther Salamí et al. Remote Sensing
- Development of canopy vigour maps using UAV for site-specific management during vineyard spraying process
- (2019) Javier Campos et al. PRECISION AGRICULTURE
- Spray and economics assessment of a UAV-based ultra-low-volume application in olive and citrus orchards
- (2019) Jorge Martinez-Guanter et al. PRECISION AGRICULTURE
- mySense: A comprehensive data management environment to improve precision agriculture practices
- (2019) Raul Morais et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Potato Yield Prediction Using Machine Learning Techniques and Sentinel 2 Data
- (2019) Gómez et al. Remote Sensing
- Sensor-based irrigation management of soilless basil using a new smart irrigation system: Effects of set-point on plant physiological responses and crop performance
- (2018) Francesco Fabiano Montesano et al. AGRICULTURAL WATER MANAGEMENT
- Linking thermal imaging and soil remote sensing to enhance irrigation management of sugar beet
- (2018) L. Quebrajo et al. BIOSYSTEMS ENGINEERING
- Deep learning in agriculture: A survey
- (2018) Andreas Kamilaris et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Identification of purple spot disease on asparagus crops across spatial and spectral scales
- (2018) I. Navrozidis et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Machine learning approaches for crop yield prediction and nitrogen status estimation in precision agriculture: A review
- (2018) Anna Chlingaryan et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Machine vision for orchard navigation
- (2018) Josiah Radcliffe et al. COMPUTERS IN INDUSTRY
- Coupling irrigation scheduling with solar energy production in a smart irrigation management system
- (2018) A. Mérida García et al. JOURNAL OF CLEANER PRODUCTION
- Localization Based on Natural Features Detector for Steep Slope Vineyards
- (2018) Jorge Miguel Mendes et al. JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS
- Imaging from manned ultra-light and unmanned aerial vehicles for estimating properties of spring wheat
- (2018) G. Mozgeris et al. PRECISION AGRICULTURE
- Detection of homogeneous wheat areas using multi-temporal UAS images and ground truth data analyzed by cluster analysis
- (2018) Stefano Marino et al. European Journal of Remote Sensing
- Automatic detection and quantification of wild game crop damage using an unmanned aerial vehicle (UAV) equipped with an optical sensor payload: a case study in wheat
- (2018) Karel Kuželka et al. European Journal of Remote Sensing
- Unsupervised Classification Algorithm for Early Weed Detection in Row-Crops by Combining Spatial and Spectral Information
- (2018) Marine Louargant et al. Remote Sensing
- Towards Remote Estimation of Radiation Use Efficiency in Maize Using UAV-Based Low-Cost Camera Imagery
- (2018) Andreas Tewes et al. Agronomy-Basel
- UAV based soil salinity assessment of cropland
- (2018) Konstantin Ivushkin et al. GEODERMA
- Machine Learning in Agriculture: A Review
- (2018) Konstantinos Liakos et al. SENSORS
- Towards Distributed Data Management in Fog Computing
- (2018) Vasileios Moysiadis et al. WIRELESS COMMUNICATIONS & MOBILE COMPUTING
- Smart farming IoT platform based on edge and cloud computing
- (2018) Miguel A. Zamora-Izquierdo et al. BIOSYSTEMS ENGINEERING
- Mapping the 3D structure of almond trees using UAV acquired photogrammetric point clouds and object-based image analysis
- (2018) Jorge Torres-Sánchez et al. BIOSYSTEMS ENGINEERING
- How Far Can Consumer-Grade UAV RGB Imagery Describe Crop Production? A 3D and Multitemporal Modeling Approach Applied to Zea mays
- (2018) Adrien Michez et al. Remote Sensing
- Multi-Temporal Vineyard Monitoring through UAV-Based RGB Imagery
- (2018) Luís Pádua et al. Remote Sensing
- The human core of the shared socioeconomic pathways: Population scenarios by age, sex and level of education for all countries to 2100
- (2017) Samir KC et al. GLOBAL ENVIRONMENTAL CHANGE-HUMAN AND POLICY DIMENSIONS
- Downstream Services for Rice Crop Monitoring in Europe: From Regional to Local Scale
- (2017) Lorenzo Busetto et al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
- Design, integration, and field evaluation of a robotic apple harvester
- (2017) Abhisesh Silwal et al. Journal of Field Robotics
- Phenological analysis of unmanned aerial vehicle based time series of barley imagery with high temporal resolution
- (2017) A. Burkart et al. PRECISION AGRICULTURE
- New trends in precision agriculture: a novel cloud-based system for enabling data storage and agricultural task planning and automation
- (2017) N. Pavón-Pulido et al. PRECISION AGRICULTURE
- Classifications, applications, and design challenges of drones: A review
- (2017) M. Hassanalian et al. PROGRESS IN AEROSPACE SCIENCES
- Estimates of plant density of wheat crops at emergence from very low altitude UAV imagery
- (2017) Xiuliang Jin et al. REMOTE SENSING OF ENVIRONMENT
- Uncooled Thermal Camera Calibration and Optimization of the Photogrammetry Process for UAV Applications in Agriculture
- (2017) Krishna Ribeiro-Gomes et al. SENSORS
- Designing and Testing a UAV Mapping System for Agricultural Field Surveying
- (2017) Martin Christiansen et al. SENSORS
- Big Data for weed control and crop protection
- (2017) F K van Evert et al. WEED RESEARCH
- Review of the Current State of UAV Regulations
- (2017) Claudia Stöcker et al. Remote Sensing
- Regression Kriging for Improving Crop Height Models Fusing Ultra-Sonic Sensing with UAV Imagery
- (2017) Michael Schirrmann et al. Remote Sensing
- Detection of Flavescence dorée Grapevine Disease Using Unmanned Aerial Vehicle (UAV) Multispectral Imagery
- (2017) Johanna Albetis et al. Remote Sensing
- Assessment of Vegetation Indices Derived by UAV Imagery for Durum Wheat Phenotyping under a Water Limited and Heat Stressed Mediterranean Environment
- (2017) Angelos C. Kyratzis et al. Frontiers in Plant Science
- X-FIDO: An Effective Application for Detecting Olive Quick Decline Syndrome with Deep Learning and Data Fusion
- (2017) Albert C. Cruz et al. Frontiers in Plant Science
- Comparative UAV and Field Phenotyping to Assess Yield and Nitrogen Use Efficiency in Hybrid and Conventional Barley
- (2017) Shawn C. Kefauver et al. Frontiers in Plant Science
- Object-based early monitoring of a grass weed in a grass crop using high resolution UAV imagery
- (2016) Francisca López-Granados et al. Agronomy for Sustainable Development
- Agricultural robots for field operations: Concepts and components
- (2016) Avital Bechar et al. BIOSYSTEMS ENGINEERING
- Combination of image processing and artificial neural networks as a novel approach for the identification of Bemisia tabaci and Frankliniella occidentalis on sticky traps in greenhouse agriculture
- (2016) Karlos Espinoza et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Wheat yield prediction using machine learning and advanced sensing techniques
- (2016) X.E. Pantazi et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- A survey of image processing techniques for plant extraction and segmentation in the field
- (2016) Esmael Hamuda et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Selecting patterns and features for between- and within- crop-row weed mapping using UAV-imagery
- (2016) María Pérez-Ortiz et al. EXPERT SYSTEMS WITH APPLICATIONS
- Toward a Reduced Reliance on Conventional Pesticides in European Agriculture
- (2016) Jay Ram Lamichhane et al. PLANT DISEASE
- Field phenotyping of water stress at tree scale by UAV-sensed imagery: new insights for thermal acquisition and calibration
- (2016) David Gómez-Candón et al. PRECISION AGRICULTURE
- A cost-effective canopy temperature measurement system for precision agriculture: a case study on sugar beet
- (2016) J. Martínez et al. PRECISION AGRICULTURE
- Assessing the potential of images from unmanned aerial vehicles (UAV) to support herbicide patch spraying in maize
- (2016) F. Castaldi et al. PRECISION AGRICULTURE
- Fleets of robots for environmentally-safe pest control in agriculture
- (2016) Pablo Gonzalez-de-Santos et al. PRECISION AGRICULTURE
- Developing Ubiquitous Sensor Network Platform Using Internet of Things: Application in Precision Agriculture
- (2016) Francisco Ferrández-Pastor et al. SENSORS
- Monitoring Agronomic Parameters of Winter Wheat Crops with Low-Cost UAV Imagery
- (2016) Michael Schirrmann et al. Remote Sensing
- Analysis of Vegetation Indices to Determine Nitrogen Application and Yield Prediction in Maize (Zea mays L.) from a Standard UAV Service
- (2016) Ángel Maresma et al. Remote Sensing
- A Cloud Computing-Enabled Spatio-Temporal Cyber-Physical Information Infrastructure for Efficient Soil Moisture Monitoring
- (2016) Lianjie Zhou et al. ISPRS International Journal of Geo-Information
- Multi-temporal imaging using an unmanned aerial vehicle for monitoring a sunflower crop
- (2015) Francisco Agüera Vega et al. BIOSYSTEMS ENGINEERING
- Vineyard detection from unmanned aerial systems images
- (2015) Lorenzo Comba et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- The rise of “big data” on cloud computing: Review and open research issues
- (2015) Ibrahim Abaker Targio Hashem et al. INFORMATION SYSTEMS
- Combining UAV-based plant height from crop surface models, visible, and near infrared vegetation indices for biomass monitoring in barley
- (2015) Juliane Bendig et al. International Journal of Applied Earth Observation and Geoinformation
- Comparison of different regression models and validation techniques for the assessment of wheat leaf area index from hyperspectral data
- (2015) Bastian Siegmann et al. INTERNATIONAL JOURNAL OF REMOTE SENSING
- Generating 3D hyperspectral information with lightweight UAV snapshot cameras for vegetation monitoring: From camera calibration to quality assurance
- (2015) Helge Aasen et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Science, technology and the future of small autonomous drones
- (2015) Dario Floreano et al. NATURE
- Early season weed mapping in sunflower using UAV technology: variability of herbicide treatment maps against weed thresholds
- (2015) Francisca López-Granados et al. PRECISION AGRICULTURE
- Quantifying Efficacy and Limits of Unmanned Aerial Vehicle (UAV) Technology for Weed Seedling Detection as Affected by Sensor Resolution
- (2015) José Peña et al. SENSORS
- Assessing Optimal Flight Parameters for Generating Accurate Multispectral Orthomosaicks by UAV to Support Site-Specific Crop Management
- (2015) Francisco-Javier Mesas-Carrascosa et al. Remote Sensing
- High-Resolution Airborne UAV Imagery to Assess Olive Tree Crown Parameters Using 3D Photo Reconstruction: Application in Breeding Trials
- (2015) Ramón Díaz-Varela et al. Remote Sensing
- Evaluating Multispectral Images and Vegetation Indices for Precision Farming Applications from UAV Images
- (2015) Sebastian Candiago et al. Remote Sensing
- Intercomparison of UAV, Aircraft and Satellite Remote Sensing Platforms for Precision Viticulture
- (2015) Alessandro Matese et al. Remote Sensing
- Multi-temporal mapping of the vegetation fraction in early-season wheat fields using images from UAV
- (2014) J. Torres-Sánchez et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Automated zone-specific irrigation with wireless sensor/actuator network and adaptable decision support
- (2014) Christos Goumopoulos et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Tree height quantification using very high resolution imagery acquired from an unmanned aerial vehicle (UAV) and automatic 3D photo-reconstruction methods
- (2014) P.J. Zarco-Tejada et al. EUROPEAN JOURNAL OF AGRONOMY
- Detecting corn tassels using computer vision and support vector machines
- (2014) Ferhat Kurtulmuş et al. EXPERT SYSTEMS WITH APPLICATIONS
- Unmanned aerial systems for photogrammetry and remote sensing: A review
- (2014) I. Colomina et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- The use of unmanned aerial vehicles and wireless sensor networks for spraying pesticides
- (2014) Bruno S. Faiçal et al. JOURNAL OF SYSTEMS ARCHITECTURE
- Big Data: A Survey
- (2014) Min Chen et al. MOBILE NETWORKS & APPLICATIONS
- Detection of downy mildew of opium poppy using high-resolution multi-spectral and thermal imagery acquired with an unmanned aerial vehicle
- (2014) R. Calderón et al. PRECISION AGRICULTURE
- Assessment of multi-temporal, multi-sensor radar and ancillary spatial data for grasslands monitoring in Ireland using machine learning approaches
- (2014) Brian Barrett et al. REMOTE SENSING OF ENVIRONMENT
- Combined Spectral and Spatial Modeling of Corn Yield Based on Aerial Images and Crop Surface Models Acquired with an Unmanned Aircraft System
- (2014) Jakob Geipel et al. Remote Sensing
- Estimating Biomass of Barley Using Crop Surface Models (CSMs) Derived from UAV-Based RGB Imaging
- (2014) Juliane Bendig et al. Remote Sensing
- Estimation of leaf area index in onion (Allium cepa L.) using an unmanned aerial vehicle
- (2013) Juan I. Córcoles et al. BIOSYSTEMS ENGINEERING
- A cloud-based Farm Management System: Architecture and implementation
- (2013) Alexandros Kaloxylos et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- UAV-based Imaging for Multi-Temporal, very high Resolution Crop Surface Models to monitor Crop Growth VariabilityMonitoring des Pflanzenwachstums mit Hilfe multitemporaler und hoch auflösender Oberflächenmodelle von Getreidebeständen auf Basis von Bildern aus UAV-Befliegungen
- (2013) Juliane Bendig et al. Photogrammetrie Fernerkundung Geoinformation
- Configuration and Specifications of an Unmanned Aerial Vehicle (UAV) for Early Site Specific Weed Management
- (2013) Jorge Torres-Sánchez et al. PLoS One
- Weed Mapping in Early-Season Maize Fields Using Object-Based Analysis of Unmanned Aerial Vehicle (UAV) Images
- (2013) José Manuel Peña et al. PLoS One
- Assessing the accuracy of mosaics from unmanned aerial vehicle (UAV) imagery for precision agriculture purposes in wheat
- (2013) D. Gómez-Candón et al. PRECISION AGRICULTURE
- Using high resolution UAV thermal imagery to assess the variability in the water status of five fruit tree species within a commercial orchard
- (2013) V. Gonzalez-Dugo et al. PRECISION AGRICULTURE
- Used planet: A global history
- (2013) E. C. Ellis et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- Processing and Assessment of Spectrometric, Stereoscopic Imagery Collected Using a Lightweight UAV Spectral Camera for Precision Agriculture
- (2013) Eija Honkavaara et al. Remote Sensing
- Assessment of vineyard water status variability by thermal and multispectral imagery using an unmanned aerial vehicle (UAV)
- (2012) Javier Baluja et al. IRRIGATION SCIENCE
- Mapping radiation interception in row-structured orchards using 3D simulation and high-resolution airborne imagery acquired from a UAV
- (2012) M. L. Guillen-Climent et al. PRECISION AGRICULTURE
- A flexible unmanned aerial vehicle for precision agriculture
- (2012) Jacopo Primicerio et al. PRECISION AGRICULTURE
- Fuzzy cognitive map based approach for predicting yield in cotton crop production as a basis for decision support system in precision agriculture application
- (2011) E.I. Papageorgiou et al. APPLIED SOFT COMPUTING
- Fluorescence, temperature and narrow-band indices acquired from a UAV platform for water stress detection using a micro-hyperspectral imager and a thermal camera
- (2011) P.J. Zarco-Tejada et al. REMOTE SENSING OF ENVIRONMENT
- Persistent negative effects of pesticides on biodiversity and biological control potential on European farmland
- (2010) Flavia Geiger et al. BASIC AND APPLIED ECOLOGY
- Monitoring Global Croplands with Coarse Resolution Earth Observations: The Global Agriculture Monitoring (GLAM) Project
- (2010) Inbal Becker-Reshef et al. Remote Sensing
- Satisfying future water demands for agriculture
- (2009) Charlotte de Fraiture et al. AGRICULTURAL WATER MANAGEMENT
- Drivers of change in global agriculture
- (2007) P. Hazell et al. PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES
Find Funding. Review Successful Grants.
Explore over 25,000 new funding opportunities and over 6,000,000 successful grants.
ExploreDiscover Peeref hubs
Discuss science. Find collaborators. Network.
Join a conversation