Machine learning applications for precision agriculture: A comprehensive review
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 …
population, frequent changes in climatic conditions and limited resources, it becomes a …
Integrating blockchain and the internet of things in precision agriculture: Analysis, opportunities, and challenges
M Torky, AE Hassanein - Computers and Electronics in Agriculture, 2020 - Elsevier
Blockchain quickly became an important technology in many applications of precision
agriculture discipline. The need to develop smart P2P systems capable of verifying …
agriculture discipline. The need to develop smart P2P systems capable of verifying …
Minimizing water and nutrient losses from soilless cropping in southern Europe
D Massa, JJ Magán, FF Montesano… - Agricultural water …, 2020 - Elsevier
In agriculture, soilless cropping represents the most suitable cultivation technique apt to
achieve a theoretical 100% efficiency of water and nutrient use. This is possible through a …
achieve a theoretical 100% efficiency of water and nutrient use. This is possible through a …
A dynamic risk assessment model to assess the impact of the coronavirus (COVID-19) on the sustainability of the biomass supply chain: A case study of a US biofuel …
Z Sajid - Renewable and sustainable energy reviews, 2021 - Elsevier
Abstract The novel coronavirus (COVID-19) is highly detrimental, and its death distribution
peculiarity has severely affected people's health and the operations of businesses. COVID …
peculiarity has severely affected people's health and the operations of businesses. COVID …
Collection of data with drones in precision agriculture: Analytical model and LoRa case study
Unmanned aerial vehicles (UAVs) are autonomous devices employed as data collectors in
precision agriculture to support a large number of applications. These UAVs gather data …
precision agriculture to support a large number of applications. These UAVs gather data …
Artificial intelligence-based decision support systems in smart agriculture: Bibliometric analysis for operational insights and future directions
A Yousaf, V Kayvanfar, A Mazzoni… - Frontiers in Sustainable …, 2023 - frontiersin.org
As the world population is expected to touch 9.73 billion by 2050, according to the Food and
Agriculture Organization (FAO), the demand for agricultural needs is increasing …
Agriculture Organization (FAO), the demand for agricultural needs is increasing …
Smart farming prediction models for precision agriculture: a comprehensive survey
DK Kwaghtyo, CI Eke - Artificial Intelligence Review, 2023 - Springer
Considering the variability of the farming resources such as soil, fertilizer and weather
conditions including crops. Proper utilization of these resources for high yield is paramount …
conditions including crops. Proper utilization of these resources for high yield is paramount …
Artificial intelligence approaches to predict growth, harvest day, and quality of lettuce (Lactuca sativa L.) in a IoT-enabled greenhouse system
CL Chang, SC Chung, WL Fu, CC Huang - Biosystems Engineering, 2021 - Elsevier
Highlights•Collect data during commercial production of greenhouse lettuce based on
IoT.•Use artificial intelligence approach to predict growth parameters in real …
IoT.•Use artificial intelligence approach to predict growth parameters in real …
Dynamically controlled environment agriculture: Integrating machine learning and mechanistic and physiological models for sustainable food cultivation
Inefficiencies and imprecise input control in agriculture have caused devastating
consequences to ecosystems. Urban controlled environment agriculture (CEA) is a …
consequences to ecosystems. Urban controlled environment agriculture (CEA) is a …
Fertigation management for sustainable precision agriculture based on Internet of Things
Abstract Internet of Things (IoT) has played a key role in developing sustainable precision
agriculture. This study addresses water and fertilizer allocation issues derived from the IoT …
agriculture. This study addresses water and fertilizer allocation issues derived from the IoT …