[HTML][HTML] From smart farming towards agriculture 5.0: A review on crop data management

V Saiz-Rubio, F Rovira-Más - Agronomy, 2020 - mdpi.com
The information that crops offer is turned into profitable decisions only when efficiently
managed. Current advances in data management are making Smart Farming grow …

[HTML][HTML] A review of robots, perception, and tasks in precision agriculture

A Botta, P Cavallone, L Baglieri, G Colucci… - applied …, 2022 - mdpi.com
This review reports the recent state of the art in the field of mobile robots applied to precision
agriculture. After a brief introduction to precision agriculture, the review focuses on two main …

A better use of fertilizers is needed for global food security and environmental sustainability

J Penuelas, F Coello, J Sardans - Agriculture & Food Security, 2023 - Springer
The massive use of fertilizers during the last decades allowed a great increase in the global
capacity of food production. However, in the last years, several studies highlight the …

[HTML][HTML] Sustainable crop protection via robotics and artificial intelligence solutions

V Balaska, Z Adamidou, Z Vryzas, A Gasteratos - Machines, 2023 - mdpi.com
Background: Open Access Viewpoint Sustainable Crop Protection via Robotics and Artificial
Intelligence Solutions by Vasiliki Balaska 1,*, Zoe Adamidou 2, Zisis Vryzas 2 and Antonios …

Machine learning approaches for crop yield prediction and nitrogen status estimation in precision agriculture: A review

A Chlingaryan, S Sukkarieh, B Whelan - Computers and electronics in …, 2018 - Elsevier
Accurate yield estimation and optimised nitrogen management is essential in agriculture.
Remote sensing (RS) systems are being more widely used in building decision support tools …

Drone and sensor technology for sustainable weed management: A review

M Esposito, M Crimaldi, V Cirillo, F Sarghini… - Chemical and Biological …, 2021 - Springer
Weeds are amongst the most impacting abiotic factors in agriculture, causing important yield
loss worldwide. Integrated Weed Management coupled with the use of Unmanned Aerial …

Precision farming at the nexus of agricultural production and the environment

R Finger, SM Swinton, N El Benni… - Annual Review of …, 2019 - annualreviews.org
Precision farming enables agricultural management decisions to be tailored spatially and
temporally. Site-specific sensing, sampling, and managing allow farmers to treat a field as a …

Model-based design of crop diversification through new field arrangements in spatially heterogeneous landscapes. A review

IM Hernández-Ochoa, T Gaiser, KC Kersebaum… - Agronomy for …, 2022 - Springer
Intensive agriculture in Germany is not only highly productive but has also led to detrimental
effects in the environment. Crop diversification together with new field arrangements …

[HTML][HTML] Smart farming technology trends: Economic and environmental effects, labor impact, and adoption readiness

AT Balafoutis, FKV Evert, S Fountas - Agronomy, 2020 - mdpi.com
Farming faces challenges that increase the adverse effects on farms' economics, labor, and
the environment. Smart farming technologies (SFTs) are expected to assist in reverting this …

Data analytics for crop management: a big data view

N Chergui, MT Kechadi - Journal of Big Data, 2022 - Springer
Recent advances in Information and Communication Technologies have a significant impact
on all sectors of the economy worldwide. Digital Agriculture appeared as a consequence of …