[HTML][HTML] A comprehensive survey on weed and crop classification using machine learning and deep learning

FD Adhinata, R Sumiharto - Artificial intelligence in agriculture, 2024 - Elsevier
Abstract Machine learning and deep learning are subsets of Artificial Intelligence that have
revolutionized object detection and classification in images or videos. This technology plays …

[HTML][HTML] Agricultural Pest Management: The Role of Microorganisms in Biopesticides and Soil Bioremediation

AB Vermelho, JV Moreira, IT Akamine, VS Cardoso… - Plants, 2024 - mdpi.com
Pesticide use in crops is a severe problem in some countries. Each country has its
legislation for use, but they differ in the degree of tolerance for these broadly toxic products …

Role of crop-protection technologies in sustainable agricultural productivity and management

S Kalogiannidis, D Kalfas, F Chatzitheodoridis… - Land, 2022 - mdpi.com
After the Second World War, technological advancements helped to develop agriculture and
meet urgent food needs. The green revolution was based on the cultivation of new high …

[HTML][HTML] Analysis of Stable Diffusion-derived fake weeds performance for training Convolutional Neural Networks

H Moreno, A Gómez, S Altares-López, A Ribeiro… - … and Electronics in …, 2023 - Elsevier
Weeds challenge crops by competing for resources and spreading diseases, impacting crop
yield and quality. Effective weed detection can enhance herbicide application, thus reducing …

Nature-based herbicides and micro-/nanotechnology fostering sustainable agriculture

EVR Campos, J Ratko, N Bidyarani… - ACS Sustainable …, 2023 - ACS Publications
Bioherbicides, also known as nature-based herbicides, play a crucial role in sustainable
agriculture by effectively inhibiting weed growth and development. They help increase crop …

Assessment of Allelopathic Activity of Arachis pintoi Krapov. & WC Greg as a Potential Source of Natural Herbicide for Paddy Rice

PT Thang, NV Vien, LH Anh, TD Xuan, VX Duong… - Applied Sciences, 2023 - mdpi.com
Pinto peanut (Arachis pintoi Krapov. & WC Greg.) is an herbaceous perennial plant which
belongs to the Leguminosae family. This plant is well known for its use as a cover crop, but …

Fungi of the Trichoderma Genus: Future Perspectives of Benefits in Sustainable Agriculture

A Kubiak, A Wolna-Maruwka, AA Pilarska… - Applied Sciences, 2023 - mdpi.com
The negative impact of chemical pesticides on the environment and human health has
contributed to the introduction of legal regulations that ensure the reduction in the use of …

Phytotoxic Effects of Three Origanum Species Extracts and Essential Oil on Seed Germinations and Seedling Growths of Four Weed Species

S Kordali, G Kabaagac, İ Sen, F Yilmaz, A Najda - Agronomy, 2022 - mdpi.com
The use of chemical pesticides to protect agricultural products is a global concern because
of their adverse effects on the environment and public health. To avoid the dangers of …

Allelochemicals as biocontrol agents: Promising aspects, challenges and opportunities

S Arora, T Husain, SM Prasad - South African Journal of Botany, 2024 - Elsevier
Agricultural productivity is stricken by abiotic and biotic constraints. The global population is
rising continuously, intensifying the pressure on crop productivity. An increase in pest …

Genetic resources and precise gene editing for targeted improvement of barley abiotic stress tolerance

S Karunarathne, E Walker, D Sharma, C Li… - Journal of Zhejiang …, 2023 - Springer
Abiotic stresses, predominately drought, heat, salinity, cold, and waterlogging, adversely
affect cereal crops. They limit barley production worldwide and cause huge economic …