[HTML][HTML] Applications of remote sensing in precision agriculture: A review

RP Sishodia, RL Ray, SK Singh - Remote sensing, 2020 - mdpi.com
Agriculture provides for the most basic needs of humankind: food and fiber. The introduction
of new farming techniques in the past century (eg, during the Green Revolution) has helped …

Technological revolutions in smart farming: Current trends, challenges & future directions

V Sharma, AK Tripathi, H Mittal - Computers and Electronics in Agriculture, 2022 - Elsevier
With increasing population, the demand for agricultural productivity is rising to meet the goal
of “Zero Hunger”. Consequently, farmers have optimized the agricultural activities in a …

Extreme weather events risk to crop-production and the adaptation of innovative management strategies to mitigate the risk: A retrospective survey of rural Punjab …

E Elahi, Z Khalid, MZ Tauni, H Zhang, X Lirong - Technovation, 2022 - Elsevier
Abstract Evaluation of climate-induced crop damages is imperative to formulate innovative
technologies and management strategies to reduce the vulnerability of farms and …

Big data and ai revolution in precision agriculture: Survey and challenges

SA Bhat, NF Huang - Ieee Access, 2021 - ieeexplore.ieee.org
Sustainable agricultural development is a significant solution with fast population
development through the use of information and communication (ICT) in precision …

[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 social science on digital agriculture, smart farming and agriculture 4.0: New contributions and a future research agenda

L Klerkx, E Jakku, P Labarthe - NJAS-Wageningen journal of life sciences, 2019 - Elsevier
While there is a lot of literature from a natural or technical sciences perspective on different
forms of digitalization in agriculture (big data, internet of things, augmented reality, robotics …

Innovation can accelerate the transition towards a sustainable food system

M Herrero, PK Thornton, D Mason-D'Croz, J Palmer… - Nature Food, 2020 - nature.com
Future technologies and systemic innovation are critical for the profound transformation the
food system needs. These innovations range from food production, land use and emissions …

[HTML][HTML] A review of earth artificial intelligence

Z Sun, L Sandoval, R Crystal-Ornelas… - Computers & …, 2022 - Elsevier
In recent years, Earth system sciences are urgently calling for innovation on improving
accuracy, enhancing model intelligence level, scaling up operation, and reducing costs in …

A systematic literature review on machine learning applications for sustainable agriculture supply chain performance

R Sharma, SS Kamble, A Gunasekaran… - Computers & Operations …, 2020 - Elsevier
Agriculture plays an important role in sustaining all human activities. Major challenges such
as overpopulation, competition for resources poses a threat to the food security of the planet …

A Survey on the Role of IoT in Agriculture for the Implementation of Smart Farming

MS Farooq, S Riaz, A Abid, K Abid, MA Naeem - Ieee Access, 2019 - ieeexplore.ieee.org
Internet of things (IoT) is a promising technology which provides efficient and reliable
solutions towards the modernization of several domains. IoT based solutions are being …