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 …

Enhancing genetic gain in the era of molecular breeding

Y Xu, P Li, C Zou, Y Lu, C ** for deciphering environmental impacts on crop plants
Y Xu - Theoretical and Applied Genetics, 2016 - Springer
Global climate change imposes increasing impacts on our environments and crop
production. To decipher environmental impacts on crop plants, the concept “enviroty**” is …

Smart farming technologies–description, taxonomy and economic impact

AT Balafoutis, B Beck, S Fountas, Z Tsiropoulos… - Precision agriculture …, 2017 - Springer
Precision Agriculture is a cyclic optimization process where data have to be collected from
the field, analysed and evaluated and finally used for decision making for site-specific …

Perspectives on delineating management zones for variable rate irrigation

A Haghverdi, BG Leib, RA Washington-Allen… - … and Electronics in …, 2015 - Elsevier
This study aimed at investigating the performance of multiple irrigation zoning scenarios on
a 73 ha irrigated field located in west Tennessee along the Mississippi river. Different …

Farmer attitudes to the use of sensors and automation in fertilizer decision-making: Nitrogen fertilization in the Australian grains sector

RGV Bramley, J Ouzman - Precision agriculture, 2019 - Springer
A survey of Australian grain growers was conducted to gauge grower attitudes to crop and
soil sensing and their role in nitrogen fertilizer management. The technologies considered …

[BUKU][B] Push button agriculture: Robotics, drones, satellite-guided soil and crop management

KR Krishna - 2017 - books.google.com
This book covers three main types of agricultural systems: the use of robotics, drones
(unmanned aerial vehicles), and satellite-guided precision farming methods. Some of these …

A systematic review on the factors governing precision agriculture adoption among small-scale farmers

D John, N Hussin, MS Shahibi, M Ahmad… - Outlook on …, 2023 - journals.sagepub.com
The global agricultural paradigm is witnessing a transformative shift with the advent of
precision agriculture. While large-scale agricultural enterprises have been swift in their …

Optoelectronic proximal sensing vehicle-mounted technologies in precision agriculture: A review

F Pallottino, F Antonucci, C Costa, C Bisaglia… - … and Electronics in …, 2019 - Elsevier
Nowadays precision agriculture is undertaking a steep growth in terms of both, commercial
products and research and development applications. This is rapidly changing the crop …

Smart farming through responsible leadership in Bangladesh: possibilities, opportunities, and beyond

A Haque, N Islam, NH Samrat, S Dey, B Ray - Sustainability, 2021 - mdpi.com
Smart farming has the potential to overcome the challenge of 2050 to feed 10 billion people.
Both artificial intelligence (AI) and the internet of things (IoT) have become critical …