A deep learning and social iot approach for plants disease prediction toward a sustainable agriculture

G Delnevo, R Girau, C Ceccarini… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
… technologies and paradigms to promote sustainable agriculture. In particular, we are …
diseases detection, but also prediction, with the final purpose to render agriculture more sustainable

Farm monitoring and disease prediction by classification based on deep learning architectures in sustainable agriculture

A Wongchai, D rao Jenjeti, AI Priyadarsini, N Deb… - Ecological …, 2022 - Elsevier
… for addressing agricultural sustainability concerns … agricultural production systems. This
research proposed novel technique in agricultural farm monitoring and crop disease prediction

[图书][B] Deep learning for sustainable agriculture

RC Poonia, V Singh, SR Nayak - 2022 - books.google.com
sustainable solutions for issues related to agriculture … and mitigation of sustainable agriculture
Illustrates through case … to address a variety of agricultural diseases that are currently on …

From leaf to harvest: achieving sustainable agriculture through advanced disease prediction with DBN‐EKELM

D Rajasekar, V Moorthy, P Rajadurai… - … Food and Agriculture, 2024 - Wiley Online Library
… In the agricultural sector, the early identification of plant diseases presents a pressing …
vulnerable to an array of diseases. Failure to detect these diseases at their early stages can …

sCrop: A novel device for sustainable automatic disease prediction, crop selection, and irrigation in Internet-of-Agro-Things for smart agriculture

V Udutalapally, SP Mohanty, V Pallagani… - IEEE Sensors …, 2020 - ieeexplore.ieee.org
… CONCLUSION AND FUTURE WORKS In this paper, a solar enabled smart agriculture
system coupled with crop disease prediction is proposed to aid the farmer in making agriculture

Current progress and future prospects of agriculture technology: Gateway to sustainable agriculture

N Khan, RL Ray, GR Sargani, M Ihtisham, M Khayyam… - Sustainability, 2021 - mdpi.com
agriculture, such as monitoring soil, irrigation, crop disease, … Crop disease management
strategies and other … its quality can be enhanced by crop prediction. For this, awareness about …

Applications of artificial intelligence for the development of sustainable agriculture

S Singh, P Jain - Agro-biodiversity and Agri-ecosystem Management, 2022 - Springer
… Accurate prediction of disease has been a breakthrough in smart precision agriculture. AI
and ML techniques have better ability to analyse heterogeneous and noisy data with high …

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

R Sharma, SS Kamble, A Gunasekaran… - Computers & Operations …, 2020 - Elsevier
… The statistics indicate that ML is mostly used in the pre-production phase for various
applications such as predicting weather conditions, soil properties, weed detection, and disease

Predicting Potato Crop Yield with Machine Learning and Deep Learning for Sustainable Agriculture

ESM El-Kenawy, AA Alhussan, N Khodadadi, S Mirjalili… - Potato Research, 2024 - Springer
… ) to know how much they accurately predict the potato yields. The … are good at potato yield
prediction, GNNs and LSTMs not only … predictive models to support sustainable agricultural

Society News: Research on plant disease and pest management is essential to sustainable agriculture

RJ Cook, CJ Gabriel, A Kelman, S Tolin, AK Vidaver - BioScience, 1995 - JSTOR
… and principles available to understanding and predicting the predator-prey relationships …
disease epidemics has provided much of the theory available for understanding and predicting