4.7 Review

Precision Agriculture for Crop and Livestock Farming-Brief Review

Related references

Note: Only part of the references are listed.
Review Computer Science, Information Systems

Internet of Things (IoT) and Agricultural Unmanned Aerial Vehicles (UAVs) in smart farming: A comprehensive review

Achilles D. Boursianis et al.

Summary: This paper investigates the applications of IoT and UAV technology in agriculture. The main principles of IoT technology, including intelligent sensors, IoT sensor types, networks, and protocols used in agriculture, as well as IoT applications and solutions in smart farming are described. The role of UAV technology in smart agriculture is also presented, analyzing its applications in various scenarios such as irrigation, fertilization, use of pesticides, weed management, plant growth monitoring, crop disease management, and field-level phenotyping. IoT and UAV technology are identified as two important technologies that transform traditional cultivation practices into a new perspective of intelligence in precision agriculture.

INTERNET OF THINGS (2022)

Article Agriculture, Multidisciplinary

Variable-rate control system for UAV-based granular fertilizer spreader

Cancan Song et al.

Summary: The study proposed a variable-rate fertilizer control system for UAV-based granular fertilizer spreader to achieve site-specific application of fertilizer. The results showed that the control system could respond rapidly and accurately to changes in the target discharge rates, with high accuracy and efficiency demonstrated in laboratory and field experiments.

COMPUTERS AND ELECTRONICS IN AGRICULTURE (2021)

Article Agronomy

Development of smart irrigation systems based on real-time soil moisture data in a greenhouse: Proof of concept

Renkuan Liao et al.

Summary: This study developed a smart irrigation system based on real-time soil moisture data, estimating dynamic crop water uptake depth for precise irrigation depth and achieving significant water-saving effects. The consistency between tomato evapotranspiration calculated using soil moisture data and meteorological data confirms the reliability of real-time soil moisture data.

AGRICULTURAL WATER MANAGEMENT (2021)

Article Agronomy

Optimization of the nitrogen fertilizer schedule of maize under drip irrigation in Jilin, China, based on DSSAT and GA

Yu Bai et al.

Summary: This study optimized the nitrogen fertilizer schedule for maize in Changchun by using the DSSAT model and genetic algorithm. The results showed that optimizing the nitrogen fertilizer schedule can increase maize yield and economic benefits significantly.

AGRICULTURAL WATER MANAGEMENT (2021)

Review Computer Science, Information Systems

Smart Farming in Europe

Vasileios Moysiadis et al.

Summary: Smart Farming, using ICT to transform traditional agriculture, aims to increase production, reduce costs, and improve quality of agricultural products with technologies like drones, image processing, and machine learning. European countries are adopting innovative technology to enhance sustainability in the agriculture sector amidst challenges from global population growth and competition from low-cost producers.

COMPUTER SCIENCE REVIEW (2021)

Article Agronomy

Numerically scheduling plant water deficit index-based smart irrigation to optimize crop yield and water use efficiency

Jianchu Shi et al.

Summary: Knowledge-driven smart irrigation aims to achieve targeted crop yield and water use efficiency by establishing a coupled model and applying numerical simulation to irrigation scheduling. The study found that regulating irrigation based on variable plant water deficit index thresholds can improve water use efficiency, and different threshold combinations can lead to same relative values of yield and WUE.

AGRICULTURAL WATER MANAGEMENT (2021)

Review Agronomy

An Overview on the Use of Near Infrared Spectroscopy (NIRS) on Farms for the Management of Dairy Cows

Chiara Evangelista et al.

Summary: The dairy industry is increasingly adopting new technologies such as near infrared spectroscopy (NIRS) to improve precision livestock farming. NIRS technology, particularly when used in dairy farming, provides quick and cost-effective analysis and helps improve livestock management. Studies have shown NIRS to be a reliable and predictive technology for various aspects of dairy cattle breeding.

AGRICULTURE-BASEL (2021)

Article Green & Sustainable Science & Technology

Zoning irrigation smart system based on fuzzy control technology and IoT for water and energy saving

Hamza Benyezza et al.

Summary: This paper proposes a zoning irrigation system based on IoT for optimizing plant growing conditions and reducing water use and energy consumption. The system uses a Wireless Sensors Network to collect data from plant environment and a fuzzy logic controller to make intelligent decisions, enabling remote monitoring and control of irrigation in the greenhouse, ultimately leading to significant decreases in water consumption and energy use.

JOURNAL OF CLEANER PRODUCTION (2021)

Article Agriculture, Multidisciplinary

Economics of robots and automation in field crop production

James Lowenberg-DeBoer et al.

PRECISION AGRICULTURE (2020)

Article Agriculture, Dairy & Animal Science

Precision livestock feeding: matching nutrient supply with nutrient requirements of individual animals

M. J. Zuidhof

JOURNAL OF APPLIED POULTRY RESEARCH (2020)

Article Agriculture, Multidisciplinary

Computer vision system for measuring individual cow feed intake using RGB-D camera and deep learning algorithms

Ran Bezen et al.

COMPUTERS AND ELECTRONICS IN AGRICULTURE (2020)

Article Green & Sustainable Science & Technology

Fuzzy Logic based Smart Irrigation System using Internet of Things

R. Santhana Krishnan et al.

JOURNAL OF CLEANER PRODUCTION (2020)

Article Engineering, Chemical

Numerical simulation of particle motion characteristics in quantitative seed feeding system

Xiaojun Gao et al.

POWDER TECHNOLOGY (2020)

Review Environmental Sciences

Controlled release micronutrient fertilizers for precision agriculture - A review

Katarzyna Mikula et al.

SCIENCE OF THE TOTAL ENVIRONMENT (2020)

Article Agriculture, Multidisciplinary

Assessing sheep behavior through low-power microcontrollers in smart agriculture scenarios

Luis Nobrega et al.

COMPUTERS AND ELECTRONICS IN AGRICULTURE (2020)

Review Green & Sustainable Science & Technology

A review on dairy cattle farming: Is precision livestock farming the compromise for an environmental, economic and social sustainable production

Daniela Lovarelli et al.

JOURNAL OF CLEANER PRODUCTION (2020)

Article Remote Sensing

Monitoring Forage Mass with Low-Cost UAV Data: Case Study at the Rengen Grassland Experiment

Ulrike Lussem et al.

PFG-JOURNAL OF PHOTOGRAMMETRY REMOTE SENSING AND GEOINFORMATION SCIENCE (2020)

Review Agriculture, Multidisciplinary

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

Rodrigo Garcia et al.

COMPUTERS AND ELECTRONICS IN AGRICULTURE (2020)

Article Green & Sustainable Science & Technology

Fertigation management for sustainable precision agriculture based on Internet of Things

Na Lin et al.

JOURNAL OF CLEANER PRODUCTION (2020)

Article Environmental Sciences

Assessment of Comfort Variation among Different Types of Driving Agricultural Tractors: Traditional, Satellite-Assisted and Semi-Automatic

Elio Romano et al.

INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH (2020)

Article Agriculture, Multidisciplinary

Development of a grass measurement optimisation tool to efficiently measure herbage mass on grazed pastures

D. J. Murphy et al.

COMPUTERS AND ELECTRONICS IN AGRICULTURE (2020)

Review Chemistry, Analytical

The role of sensors, big data and machine learning in modern animal farming

Suresh Neethirajan

SENSING AND BIO-SENSING RESEARCH (2020)

Article Agriculture, Dairy & Animal Science

Regular estimates of herbage mass can improve profitability of pasture-based dairy systems

P. C. Beukes et al.

ANIMAL PRODUCTION SCIENCE (2019)

Review Agriculture, Dairy & Animal Science

Precision Livestock Farming in Swine Welfare: A Review for Swine Practitioners

Madonna Benjamin et al.

ANIMALS (2019)

Article Agriculture, Multidisciplinary

Development of sound-based poultry health monitoring tool for automated sneeze detection

Lenn Carpentier et al.

COMPUTERS AND ELECTRONICS IN AGRICULTURE (2019)

Review Agriculture, Multidisciplinary

The role of interoperable data standards in precision livestock farming in extensive livestock systems: A review

Christiane Bahlo et al.

COMPUTERS AND ELECTRONICS IN AGRICULTURE (2019)

Article Agronomy

Smart irrigation forecast using satellite LANDSAT data and meteo-hydrological modeling

Chiara Corbari et al.

AGRICULTURAL WATER MANAGEMENT (2019)

Proceedings Paper Automation & Control Systems

3D Vision for Precision Dairy Farming

Niall O'Mahony et al.

IFAC PAPERSONLINE (2019)

Article Agricultural Engineering

Development and test of an electric precision seeder for small-size vegetable seeds

Xin Jin et al.

INTERNATIONAL JOURNAL OF AGRICULTURAL AND BIOLOGICAL ENGINEERING (2019)

Article Agriculture, Multidisciplinary

Seed drill depth control system for precision seeding

Soren Kirkegaard Nielse et al.

COMPUTERS AND ELECTRONICS IN AGRICULTURE (2018)

Article Agricultural Engineering

Image analysis to refine measurements of dairy cow behaviour from a real-time location system

Bruno Meunier et al.

BIOSYSTEMS ENGINEERING (2018)

Article Agriculture, Multidisciplinary

An IoT based smart irrigation management system using Machine learning and open source technologies

Amarendra Goap et al.

COMPUTERS AND ELECTRONICS IN AGRICULTURE (2018)

Article Agriculture, Multidisciplinary

A mobile lab-on-a-chip device for on-site soil nutrient analysis

M. Smolka et al.

PRECISION AGRICULTURE (2017)

Article Agriculture, Dairy & Animal Science

Robotic milking: Technology, farm design, and effects on work flow

Jack Rodenburg

JOURNAL OF DAIRY SCIENCE (2017)

Article Agriculture, Dairy & Animal Science

General introduction to precision livestock farming

D. Berckmans

ANIMAL FRONTIERS (2017)

Editorial Material Agriculture, Dairy & Animal Science

Editorial: Precision livestock farming: a 'per animal' approach using advanced monitoring technologies

I. Halachmi et al.

ANIMAL (2016)

Review Agriculture, Dairy & Animal Science

Review: Milking robot utilization, a successful precision livestock farming evolution

A. J. John et al.

ANIMAL (2016)

Article Chemistry, Analytical

Galvanic Cell Type Sensor for Soil Moisture Analysis

Pramod Gaikwad et al.

ANALYTICAL CHEMISTRY (2015)

Article Agriculture, Multidisciplinary

Sound analysis in dairy cattle vocalisation as a potential welfare monitor

G. H. Meen et al.

COMPUTERS AND ELECTRONICS IN AGRICULTURE (2015)

Article Agriculture, Multidisciplinary

Development of a teat sensing system for robotic milking by combining thermal imaging and stereovision technique

Aymen Ben Azouz et al.

COMPUTERS AND ELECTRONICS IN AGRICULTURE (2015)

Article Agriculture, Multidisciplinary

Farm machinery management information system

S. Fountas et al.

COMPUTERS AND ELECTRONICS IN AGRICULTURE (2015)

Article Agriculture, Multidisciplinary

Dynamic cattle behavioural classification using supervised ensemble classifiers

Ritaban Dutta et al.

COMPUTERS AND ELECTRONICS IN AGRICULTURE (2015)

Article Agriculture, Multidisciplinary

The role of precision agriculture for improved nutrient management on farms

Carolyn Hedley

JOURNAL OF THE SCIENCE OF FOOD AND AGRICULTURE (2015)

Article Robotics

Study and Experiment on a Wheat Precision Seeding Robot

Lin Haibo et al.

JOURNAL OF ROBOTICS (2015)

Article Veterinary Sciences

Precision livestock farming technologies for welfare management in intensive livestock systems

D. Berckmans

REVUE SCIENTIFIQUE ET TECHNIQUE-OFFICE INTERNATIONAL DES EPIZOOTIES (2014)

Article Agriculture, Dairy & Animal Science

Cow behaviour pattern recognition using a three-dimensional accelerometer and support vector machines

Paula Martiskainen et al.

APPLIED ANIMAL BEHAVIOUR SCIENCE (2009)

Article Agriculture, Dairy & Animal Science

Precision livestock production: tools and concepts

Emilio A. Laca

REVISTA BRASILEIRA DE ZOOTECNIA-BRAZILIAN JOURNAL OF ANIMAL SCIENCE (2009)

Article Environmental Sciences

Non-parametric Methods for Soil Moisture Retrieval from Satellite Remote Sensing Data

Tarendra Lakhankar et al.

REMOTE SENSING (2009)

Article Environmental Sciences

Remote sensing applications for precision agriculture: A learning community approach

SK Seelan et al.

REMOTE SENSING OF ENVIRONMENT (2003)