Deep Learning Techniques for Weed Detection in Agricultural Environments: A Comprehensive Review

DG Pai, R Kamath, M Balachandra - IEEE Access, 2024 - ieeexplore.ieee.org
Agriculture has been completely transformed by Deep Learning (DL) techniques, which
allow for quick object localization and detection. However, because weeds and crops are …

[HTML][HTML] Distribution, Phytochemical Insights, and Cytotoxic Potential of the Sesbania Genus: A Comprehensive Review of Sesbania grandiflora, Sesbania sesban …

FA Mokhtar, M Ahmed, AS Al Dhanhani, SEI Elbehairi… - Pharmaceuticals, 2025 - mdpi.com
This review evaluates the cytotoxic potential of the Sesbania genus, with a focus on
Sesbania sesban, Sesbania grandiflora, and Sesbania cannabina. These species, known …

Effect of water stress on weed germination, growth characteristics, and seed production: a global meta-analysis

M Singh, R Thapa, MS Kukal, S Irmak, S Mirsky… - Weed Science, 2022 - cambridge.org
Weeds compete with crops for soil moisture, along with other resources, which can impact
the germination, growth, and seed production of weeds; however, this impact has not been …

Seed-Germination Ecology of Vicia villosa Roth, a Cover Crop in Orchards

C Yang, R Sun, X Lu, T Jin, X Peng, N Zhang, J Wang… - Agronomy, 2022 - mdpi.com
Vicia villosa Roth is an annual cover crop that is widely grown in orchards in China.
Information on seed ecology is valuable as it helps famers to plant cover crops and manage …

Effects of acid rain on soil seed fate: Plant species-specific and soil-profile dependent responses with negative plant-fungi interactions

Z Shi, J Wen, X Li, J Zhang, H Wei - Applied Soil Ecology, 2024 - Elsevier
The fate of soil seeds is shaped by various biotic and abiotic factors. Although acid rain has
been shown to significantly affect soil processes, its impacts on seed fate remain poorly …

[HTML][HTML] Assessing the in vitro digestion of Sesbania gum, a galactomannan from S. cannabina, and subsequent impact on the fecal microbiota

M Zhou, Y Tao, T Wang, R Wang, Q Yong - Journal of Functional Foods, 2021 - Elsevier
Despite the application as additives to control functional properties of food, little is known
about the behavior of Sesbania gum (SG) from Sesbania cannabina seeds, in the …

Germination biology of three populations of Navua sedge (Cyperus aromaticus)

A Chadha, SK Florentine, K Dhileepan, K Dowling… - Weed Science, 2021 - cambridge.org
Navua sedge [Cyperus aromaticus (Ridley) Mattf. & Kük.] is an aggressive perennial sedge
native to equatorial Africa that has become problematic in many Pacific islands and wet …

Germination Ecology of Brachiaria eruciformis in Australia and Its Implications for Weed Management

A Mobli, M Mollaee, S Manalil, BS Chauhan - Agronomy, 2019 - mdpi.com
Brachiaria eruciformis (Sm.) Griseb. is a noxious weed of Australia and other parts of the
world. The effects of different environmental conditions on the seed germination and …

Seed germination biology of sweet acacia (Vachellia farnesiana) and response of its seedlings to herbicides

BS Chauhan, S Campbell, VJ Galea - Weed Science, 2021 - cambridge.org
Sweet acacia [Vachellia farnesiana (L.) Willd.] is a problematic thorny weed species in
several parts of Australia. Knowledge of its seed biology could help to formulate weed …

Effect of Different Climate Change Variables on the Ecology and Management of Sesbania cannabina through Glyphosate

N Iqbal, S Manalil, BS Chauhan, S Adkins - Plants, 2021 - mdpi.com
An elevated atmospheric carbon dioxide (CO2) concentration and frequent droughts are two
anticipated climate change scenarios in which certain invasive weeds may develop …