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Ag-IoT for crop and environment monitoring: Past, present, and future
N Chamara, MD Islam, GF Bai, Y Shi, P Song, J Wang, X Guo, W Yang, C Zhao - The Crop Journal, 2021 - Elsevier
With the rapid development of genetic analysis techniques and crop population size,
phenoty** has become the bottleneck restricting crop breeding. Breaking through this …
phenoty** has become the bottleneck restricting crop breeding. Breaking through this …
Deep learning for plant stress phenoty**: trends and future perspectives
Deep learning (DL), a subset of machine learning approaches, has emerged as a versatile
tool to assimilate large amounts of heterogeneous data and provide reliable predictions of …
tool to assimilate large amounts of heterogeneous data and provide reliable predictions of …
A research review on deep learning combined with hyperspectral Imaging in multiscale agricultural sensing
L Shuai, Z Li, Z Chen, D Luo, J Mu - Computers and Electronics in …, 2024 - Elsevier
Efficient and automated data acquisition techniques, as well as intelligent and accurate data
processing and analysis techniques, are essential for the advancement of precision …
processing and analysis techniques, are essential for the advancement of precision …
A review of deep learning applications for genomic selection
OA Montesinos-López, A Montesinos-López… - BMC genomics, 2021 - Springer
Abstract Background Several conventional genomic Bayesian (or no Bayesian) prediction
methods have been proposed including the standard additive genetic effect model for which …
methods have been proposed including the standard additive genetic effect model for which …
[HTML][HTML] A review of imaging techniques for plant disease detection
Agriculture is the basis of every economy worldwide. Crop production is one of the major
factors affecting domestic market condition in any country. Agricultural production is also a …
factors affecting domestic market condition in any country. Agricultural production is also a …
MobileNet based apple leaf diseases identification
C Bi, J Wang, Y Duan, B Fu, JR Kang, Y Shi - Mobile Networks and …, 2022 - Springer
Alternaria leaf blotch, and rust are two common types of apple leaf diseases that severely
affect apple yield. A timely and effective detection of apple leaf diseases is crucial for …
affect apple yield. A timely and effective detection of apple leaf diseases is crucial for …