precision agriculture research paper

Precision agriculture is a management concept, which relies on intensive data collection and data processing for guiding targeted actions that improve the efficiency, productivity, and sustainability of agricultural operations. Several studies have assessed the adoption rate of precision agriculture technologies at regional or national scale, but the literature lacks global evaluations of the ...

Precision Agriculture is an internationl journal that publishes innovative research on resource use efficiency, productivity, quality, profitability, and sustainability of agricultural production. Addresses within-field natural resources variability, including soil and crop variability and characteristics.

PLOS' precision agriculture research explores and assesses the very latest agricultural technologies. Whether in controlled environments or directly in the field, our research highlights new methods and technologies for agricultural surveillance and intervention, such as sensors and chemical testing, or high-tech farm machinery and machine learning that measures, analyses, and improves crop ...

The term "precision. farming" describes the integration of GIS and GPS tools to provide extensive detailed information. on crop growth, crop health, crop y ield, water absorption, nutrient levels ...

In this paper, we survey the current state and challenges of multi-robot information gathering for precision agriculture, with a special focus on maximizing information and ensuring the security ...

The central premise of precision farming lies in the collection, analysis, and application of vast amounts of data related to agricultural fields. Through sophisticated technologies such as GPS ...

Examining 952 papers with precision, our research not only provides fundamental insights but also practical perspectives, casting a spotlight on the intricate dimensions of precision agriculture. Delving into critical concerns and pivotal issues, our findings present valuable insights tailored for practitioners, policymakers, and researchers alike.

Precision agriculture, driven by the convergence of smart sensors and advanced technologies, has emerged as a transformative force in modern farming practices. The present review synthesizes insights from a multitude of research papers, exploring the dynamic landscape of precision agriculture. The main focus is on the integration of smart sensors, coupled with technologies such as the Internet ...

Precision agriculture employs cutting-edge technologies to increase agricultural productivity while reducing adverse impacts on the environment. Precision agriculture is a farming approach that uses advanced technology and data analysis to maximize crop yields, cut waste, and increase productivity. It is a potential strategy for tackling some of the major issues confronting contemporary ...

27. Next. Precision Agriculture is an internationl journal that publishes innovative research on resource use efficiency, productivity, quality, profitability, and ...

Agriculture plays a vital role in the economic growth of any country. With the increase of population, frequent changes in climatic conditions and limited resources, it becomes a challenging task to fulfil the food requirement of the present population. Precision agriculture also known as smart farming have emerged as an innovative tool to address current challenges in agricultural ...

The paper synthesizes recent research and developments in AI applications, covering key areas such as crop monitoring, resource management, decision support systems, and automation. ... Precision agriculture, facilitated by advancements in Artificial Intelligence (AI), has emerged as a transformative paradigm in modern farming. This review ...

Precision agriculture is a farm management approach that uses data and technology to make farming simpler, more efficient, and more productive. Precision agriculture reduc-es the need for agricultural inputs like water, fertilisers, and pesticides, thereby reducing costs and the environmental footprint of agricultural production.

This Special Issue intends to cover the state-of-the-art and recent progress in different aspects related to the real implementation of Precision Agriculture in a wide range of cropping systems (grain crops, grassland, horticultural crops, fruit trees). All types of manuscripts (original research and reviews) providing new insights in the ...

The paper proposed the prediction model of Apple disease in the apple orchards of Kashmir valley using data analytics and Machine learning in IoT system. Furthermore, a local survey was conducted to know from the farmers about the trending technologies and their effect in precision agriculture.

Special Issue of papers from the 10th International Conference on Precision Agriculture (ICPA) Volume 12 February - December 2011 Feb - Dec 2011. Issue 6 December 2011; Issue 5 October 2011; Issue 4 August 2011; Issue 3 June 2011. Selected Papers from the 7th European Conference on Precision Agriculture, Wageningen, The Netherlands, July 2009 ...

Existing investment on precision agriculture assures an important role of AI in agriculture [134, 135]. The ML methods are expected to address key research topics in agriculture sector, which include meteorological parameter prediction ahead of time, economic modelling, and plant and animal breeding.

Precision agriculture is a data-driven management approach that requires the collection, processing, and analysis of farming data on individual, temporal and spatial levels to ensure accuracy and ...

Precision Agriculture is a leading international journal on advances in precision farming. Established in 1999, it focuses on natural resource variability, engineering technology, profitability, environment, and technology transfer. It serves as an effective platform for disseminating original and fundamental research and understanding in the continuously evolving field of precision farming ...

The maintenance of soil fertility and on-farm research or demonstrations might be enhanced by precision agricultural technologies. Using state-of-the-art technology, precision agriculture boosts agricultural output without negatively affecting the environment. Utilising cutting-edge technology and data analysis, precision agriculture aims to boost production, minimise waste, and maximise crop ...

This research paper takes into consideration the various aspects of Precision Agriculture and gives a detailed understanding for its scope and worth for the future. Discover the world's research ...

In precision agriculture, UAVs are mainly applicable for agriculture operations such as soil and field analysis (Primicerio et al., 2012), ... Research paper on water irrigation by using wireless sensor network. International Journal of Scientific Engineering and Technology, IEERT conference Paper ...

Department of Agricultural Economics, Purdue University, 1145 krannert Building, West Lafayette, IN. 47907-1145. Abstract. Precision Agriculture (PA) can help in managing crop production inputs in ...

Pest control is an important guarantee for agricultural production. Pests are mostly light-avoiding and often gather on the bottom of crop leaves. However, spraying agricultural machinery mostly adopts top-down spraying, which suffers from low pesticide utilization and poor insect removal effect. Therefore, the upward spraying mode and intelligent nozzle have gradually become the research ...

This paper aims to explore the role of computer science in Indian agriculture, with a focus on precision farming and IoT-based solutions, the use of AI and machine learning in crop prediction and ...