Results 11 to 20 of about 174,080 (148)

The haplotype-resolved chromosome pairs of a heterozygous diploid African cassava cultivar reveal novel pan-genome and allele-specific transcriptome features

GigaScience, 2022
Background Cassava (Manihot esculenta) is an important clonally propagated food crop in tropical and subtropical regions worldwide. Genetic gain by molecular breeding has been limited, partially because cassava is a highly heterozygous crop with a ...
Chao Fang, Huanzi Zhong, Yuxiang Lin, Bing Chen, Mo Han, Huahui Ren, Haorong Lu, Jacob M. Luber, Min Xia, Wangsheng Li, Shayna Stein, Xun Xu, Wenwei Zhang, R. Drmanac, J. Wang, H. Yang, Lennart Hammarström, A. D. Kostic, Karsten Kristiansen, Junhua Li   +19 more
semanticscholar   +1 more source

Enhanced Convolutional Neural Network Model for Cassava Leaf Disease Identification and Classification

Mathematics, 2022
Cassava is a crucial food and nutrition security crop cultivated by small-scale farmers because it can survive in a brutal environment. It is a significant source of carbohydrates in African countries.
U. Lilhore, A. Imoize, Cheng-Chi Lee, Sarita Simaiya, S. Pani, Nitin Goyal, Arun Kumar, Chun-Ta Li   +7 more
semanticscholar   +1 more source

Classification of Cassava Leaf Disease Based on a Non-Balanced Dataset Using Transformer-Embedded ResNet

Agriculture, 2022
Cassava is a typical staple food in the tropics, and cassava leaf disease can cause massive yield reductions in cassava, resulting in substantial economic losses and a lack of staple foods.
Yiwei Zhong, Baojin Huang, Chaowei Tang
semanticscholar   +1 more source

Detecting cassava mosaic disease using a deep residual convolutional neural network with distinct block processing

PeerJ Computer Science, 2021
For people in developing countries, cassava is a major source of calories and carbohydrates. However, Cassava Mosaic Disease (CMD) has become a major cause of concern among farmers in sub-Saharan Africa countries, which rely on cassava for both business ...
D. Oyewola, Dada Emmanuel Gbenga, S. Misra, R. Damaševičius   +3 more
semanticscholar   +1 more source

Isolation, identification and characterization of nitrogen fixing endophytic bacteria and their effects on cassava production

PeerJ, 2022
Background Cassava (Manibot esculenta Crantz) is one of the most important among tuber crops. The amount of nitrogen fertilizer used for cassava production is relatively high (400 kg ha−1), but there are few studies on biological nitrogen fixation in ...
X. Zhang, Juanjuan Tong, Mengmeng Dong, Kashif Akhtar, B. He   +4 more
semanticscholar   +1 more source

Deep Learning for Image-Based Cassava Disease Detection [PDF]

Frontiers in Plant Science, 2017
Cassava is the third largest source of carbohydrates for human food in the world but is vulnerable to virus diseases, which threaten to destabilize food security in sub-Saharan Africa.
Amanda Ramcharan, Kelsee Baranowski, Peter McClowsky, Babuali Ahmed, J. Legg, David P. Hughes   +5 more
semanticscholar   +1 more source

Recent Developments in Cassava (Manihot esculenta) Based Biocomposites and Their Potential Industrial Applications: A Comprehensive Review

Materials, 2022
Highlights Recent advances in the research on cassava (Manihot esculenta) biopolymers and fibers, and their potential industrial applications, were discussed.
W. Abotbina, S. Sapuan, R. A. Ilyas, M. H. Sultan, M. Alkbir, S. Sulaiman, M. M. Harussani, E. Bayraktar   +7 more
semanticscholar   +1 more source

Research on cassava disease classification using the multi-scale fusion model based on EfficientNet and attention mechanism

Frontiers in Plant Science, 2022
Cassava disease is one of the leading causes to the serious decline of cassava yield. Because it is difficult to identify the characteristics of cassava disease, if not professional cassava growers, it will be prone to misjudgment. In order to strengthen
Mingxin Liu, Haofeng Liang, Mingxin Hou
semanticscholar   +1 more source

Deep learning for detection cassava leaf disease

Journal of Physics: Conference Series, 2021
In this research, an intelligent system for detecting cassava leaf disease has been developed by utilizing the MobileNetV2 deep learning model and displaying it using a python graphical user interface (GUI).
H. R. Ayu, A. Surtono, D. K. Apriyanto
semanticscholar   +1 more source

MeRAV5 promotes drought stress resistance in cassava by modulating hydrogen peroxide and lignin accumulation.

The Plant Journal, 2021
Cassava, an important food and energy crop, is relatively more resistant to drought stress than other crops. However, the molecular mechanism underlying this resistance remains elusive.
Yu Yan, Peng Wang, Yi Lu, Yujing Bai, Yunxie Wei, Guoyin Liu, Haitao Shi   +6 more
semanticscholar   +1 more source