[PDF][PDF] Large language models: a comprehensive survey of its applications, challenges, limitations, and future prospects

MU Hadi, R Qureshi, A Shah, M Irfan, A Zafar… - Authorea …, 2023 - researchgate.net
Within the vast expanse of computerized language processing, a revolutionary entity known
as Large Language Models (LLMs) has emerged, wielding immense power in its capacity to …

[HTML][HTML] Digital Twins in Agriculture: A State-of-the-art review

W Purcell, T Neubauer - Smart Agricultural Technology, 2023 - Elsevier
Abstract The Digital Twin enables the distinctions between state sensing, entity
understanding and physical automation to be eliminated, through high-fidelity modelling and …

Overview of the application of remote sensing in effective monitoring of water quality parameters

GE Adjovu, H Stephen, D James, S Ahmad - Remote Sensing, 2023 - mdpi.com
This study provides an overview of the techniques, shortcomings, and strengths of remote
sensing (RS) applications in the effective retrieval and monitoring of water quality …

Machine learning in modelling land-use and land cover-change (LULCC): Current status, challenges and prospects

J Wang, M Bretz, MAA Dewan, MA Delavar - Science of the Total …, 2022 - Elsevier
Land-use and land-cover change (LULCC) are of importance in natural resource
management, environmental modelling and assessment, and agricultural production …

Application of smart techniques, internet of things and data mining for resource use efficient and sustainable crop production

A Ali, T Hussain, N Tantashutikun, N Hussain… - Agriculture, 2023 - mdpi.com
Technological advancements have led to an increased use of the internet of things (IoT) to
enhance the resource use efficiency, productivity, and cost-effectiveness of agricultural …

A comprehensive survey of the recent studies with UAV for precision agriculture in open fields and greenhouses

MF Aslan, A Durdu, K Sabanci, E Ropelewska… - Applied Sciences, 2022 - mdpi.com
The increasing world population makes it necessary to fight challenges such as climate
change and to realize production efficiently and quickly. However, the minimum cost …

A review on the effect of soil compaction and its management for sustainable crop production

MR Shaheb, R Venkatesh, SA Shearer - Journal of Biosystems …, 2021 - Springer
Purpose Sustainable crop production could contribute to feed and fuel for the ever-
increasing global population. The use of heavy agricultural machinery has improved the …

[HTML][HTML] Advancement of remote sensing for soil measurements and applications: A comprehensive review

MI Abdulraheem, W Zhang, S Li, AJ Moshayedi… - Sustainability, 2023 - mdpi.com
Remote sensing (RS) techniques offer advantages over other methods for measuring soil
properties, including large-scale coverage, a non-destructive nature, temporal monitoring …

Joint classification of hyperspectral and LiDAR data using a hierarchical CNN and transformer

G Zhao, Q Ye, L Sun, Z Wu, C Pan… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
The joint use of multisource remote-sensing (RS) data for Earth observation missions has
drawn much attention. Although the fusion of several data sources can improve the accuracy …

A technical study on UAV characteristics for precision agriculture applications and associated practical challenges

N Delavarpour, C Koparan, J Nowatzki, S Bajwa… - Remote Sensing, 2021 - mdpi.com
Background: Open Access Editor's Choice Review A Technical Study on UAV
Characteristics for Precision Agriculture Applications and Associated Practical Challenges …