ReviewAnimals : an open access journal from MDPI2021
Precision Agriculture for Crop and Livestock Farming-Brief Review.
Review in Animals : an open access journal from MDPI, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 42 papers, 1 of them a synthesis that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
42 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Application of Precision Agriculture Technologies for Sustainable Crop Production and Environmental Sustainability: A Systematic Review.TheScientificWorldJournal · 2024Pooled it
- Nanotechnology for sustainable agriculture: advances, applications and emerging role of multiomics.World journal of microbiology & biotechnology · 2026Review
- Artificial intelligence-driven advancements in agricultural biotechnology.Journal, genetic engineering & biotechnology · 2026Review
- Multi-Horizon Herd-Based Cattle Live-Weight Forecasting Using Irregular Automated Weighing Data.Animals : an open access journal from MDPI · 2026Article
- Early digital selection: machine learning and XAI approaches for predicting six-month body weight in hair goats.Tropical animal health and production · 2026Article
- AI-Based Predictive Modelling and Alert Framework for Mortality Risk and Cost-Benefit Analysis in Rabbit Production.Veterinary sciences · 2026Article
- Precision Farming with Smart Sensors: Current State, Challenges and Future Outlook.Sensors (Basel, Switzerland) · 2026Review
- Improving annotation, access, and comparison of nutritional composition data for underutilized crops.Database : the journal of biological databases and curation · 2026Article
- Non-destructive estimation of maize carotenoids using reflectance-based spectral indices.Frontiers in plant science · 2026Article
- Detection of leaf miner in sweet potato crops through image analysis using machine learning-based models.Frontiers in plant science · 2026Article
- Dynamic-weighing grain mass flow sensing for reliable in-field yield monitoring in combine harvesters.Frontiers in plant science · 2026Article
- From Bench to Greenhouse: The Comparative Nano-Bio System Effects of Green-Synthesized TiOPlants (Basel, Switzerland) · 2025Article
- GPS monitoring of sheep behavior in integrated crop-livestock systems in the Caatinga biome.Tropical animal health and production · 2025Article
- Real-Time Auto-Monitoring of Livestock: Quantitative Framework and Challenges.Sensors (Basel, Switzerland) · 2025Review
- Precision Livestock Farming Applied to Swine Farms-A Systematic Literature Review.Animals : an open access journal from MDPI · 2025Review
- A review on sustainable non-thermal approaches for pea protein: Pre-treatment, extraction, modification, and applications.Food chemistry: X · 2025Article
- Polymeric rumen-stable delivery systems for delivering nutricines.Open veterinary journal · 2025Review
- Adoption of drone, sensor, and robotic technologies in organic farming systems of Visegrad countries.Heliyon · 2025Article
- An Over-Actuated Hexacopter Tilt-Rotor UAV Prototype for Agriculture of Precision: Modeling and Control.Sensors (Basel, Switzerland) · 2025Article
- Comprehensive AI framework for automated classification, detection, segmentation, and severity estimation of date palm diseases using vision-language models and generative AI.Frontiers in plant science · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
In the last few decades, agriculture has played an important role in the worldwide economy. The need to produce more food for a rapidly growing population is creating pressure on crop and animal production and a negative impact to the environment. On the other hand, smart farming technologies are becoming increasingly common in modern agriculture to assist in optimizing agricultural and livestock production and minimizing the wastes and costs. Precision agriculture (PA) is a technology-enabled, data-driven approach to farming management that observes, measures, and analyzes the needs of individual fields and crops. Precision livestock farming (PLF), relying on the automatic monitoring of individual animals, is used for animal growth, milk production, and the detection of diseases as well as to monitor animal behavior and their physical environment, among others. This study aims to briefly review recent scientific and technological trends in PA and their application in crop and livestock farming, serving as a simple research guide for the researcher and farmer in the application of technology to agriculture. The development and operation of PA applications involve several steps and techniques that need to be investigated further to make the developed systems accurate and implementable in commercial environments.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.