Machine learning for smart agriculture and precision farming: towards making the fields talk

TA Shaikh, WA Mir, T Rasool, S Sofi - Archives of Computational Methods …, 2022 - Springer
In almost every sector, data-driven business, the digitization of the data has generated a
data tsunami. In addition, man-to-machine digital data handling has magnified the …

Towards leveraging the role of machine learning and artificial intelligence in precision agriculture and smart farming

TA Shaikh, T Rasool, FR Lone - Computers and Electronics in Agriculture, 2022 - Elsevier
The digitalization of data has resulted in a data tsunami in practically every industry of data-
driven enterprise. Furthermore, man-to-machine (M2M) digital data handling has …

Machine learning in precision agriculture: a survey on trends, applications and evaluations over two decades

S Condran, M Bewong, MZ Islam, L Maphosa… - IEEE …, 2022 - ieeexplore.ieee.org
Precision agriculture represents the new age of conventional agriculture. This is made
possible by the advancement of various modern technologies such as the internet of things …

Precision agriculture using advanced technology of IoT, unmanned aerial vehicle, augmented reality, and machine learning

V Ponnusamy, S Natarajan - Smart Sensors for Industrial Internet of …, 2021 - Springer
Agriculture is one of the primary processes for quality food production in the globe.
Unfortunately, the productivity of agriculture is very low, and many factors affect the yield …

Artificial intelligence in agriculture: a review

R Sharma - 2021 5th international conference on intelligent …, 2021 - ieeexplore.ieee.org
The United Nations Food and Agriculture Organization asserts that the whole world's
population would rise by an additional 2 billion in 2050, whereas at that time, the increased …

[HTML][HTML] The path to smart farming: Innovations and opportunities in precision agriculture

E Karunathilake, AT Le, S Heo, YS Chung, S Mansoor - Agriculture, 2023 - mdpi.com
Precision agriculture employs cutting-edge technologies to increase agricultural productivity
while reducing adverse impacts on the environment. Precision agriculture is a farming …

[图书][B] Agriculture 5.0: artificial intelligence, IoT and machine learning

L Ahmad, F Nabi - 2021 - books.google.com
Agriculture 5.0: Artificial Intelligence, IoT & Machine Learning provides an interdisciplinary,
integrative overview of latest development in the domain of smart farming. It shows how the …

Precision farming in modern agriculture

EFI Raj, M Appadurai, K Athiappan - Smart agriculture automation using …, 2022 - Springer
The science, art and practice of growing plants are called agriculture. The history of
agriculture began thousands of years ago. It began independently in various parts of the …

IoT-equipped and AI-enabled next generation smart agriculture: A critical review, current challenges and future trends

S Qazi, BA Khawaja, QU Farooq - Ieee Access, 2022 - ieeexplore.ieee.org
Smart agriculture techniques have recently seen widespread interest by farmers. This is
driven by several factors, which include the widespread availability of economically-priced …

Internet-of-Things (IoT)-based smart agriculture: Toward making the fields talk

M Ayaz, M Ammad-Uddin, Z Sharif, A Mansour… - IEEE …, 2019 - ieeexplore.ieee.org
Despite the perception people may have regarding the agricultural process, the reality is that
today's agriculture industry is data-centered, precise, and smarter than ever. The rapid …