<abstract xmlns="http://www.w3.org/1999/xhtml">

<p>Apples are abundant in essential nutrients, including a variety of minerals and vitamins, and are readily digestible and assimilated by the human body. Commonly consumed worldwide, apples are particularly diverse in their varieties. The “Black Diamond” apple from Linzhi, Tibet, stands out as a significant fresh variety. This study utilizes hyperspectral imaging and deep learning techniques to investigate the impact of room temperature storage on the quality of Linzhi “Black Diamond” apples. Specifically, we assess alterations in quality indices such as hardness, weight loss, sugar-acid ratio, as well as the content of phenolics ketones, and volatile aromatic compounds. Our findings provide detailed insights into the effects of ambient storage conditions on the sensory and nutritional quality of these distinctive apples.</p>
</abstract>

Apples are abundant in essential nutrients, including a variety of minerals and vitamins, and are readily digestible and assimilated by the human body. Commonly consumed worldwide, apples are particularly diverse in their varieties. The “Black Diamond” apple from Linzhi, Tibet, stands out as a significant fresh variety. This study utilizes hyperspectral imaging and deep learning techniques to investigate the impact of room temperature storage on the quality of Linzhi “Black Diamond” apples. Specifically, we assess alterations in quality indices such as hardness, weight loss, sugar-acid ratio, as well as the content of phenolics ketones, and volatile aromatic compounds. Our findings provide detailed insights into the effects of ambient storage conditions on the sensory and nutritional quality of these distinctive apples.

Quality detection and storage and preservation of black diamond apples in Linzhi, Tibet based on hyperspectral and deep learning approach

Xizang agriculture and Animal Husbandry University

Xizang Agricultural and Animal Husbandry University

Xizang Agriculture and Animal Husbandry University

Applied Mathematics and Nonlinear Sciences

This work is licensed under the Creative Commons Attribution 4.0 International License.

Apples are abundant in essential nutrients, including a variety of minerals and vitamins, and are readily digestible and assimilated by the human body....

Quality detection and storage and preservation of black diamond apples in Linzhi, Tibet based on hyperspectral and deep learning approach

Published Online: Aug 05, 2024

Page range: -

Received: Apr 20, 2024

Accepted: Jul 06, 2024

DOI: https://doi.org/10.2478/amns-2024-1940

Keywords
Deep learning, Linzhi Black Diamond apples, Storage and preservation

© 2024 Dandan Xu et al., published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

Quality detection and storage and preservation of black diamond apples in Linzhi, Tibet based on hyperspectral and deep learning approach

Published Online: Aug 05, 2024

Page range: -

Received: Apr 20, 2024

Accepted: Jul 06, 2024

DOI: https://doi.org/10.2478/amns-2024-1940

KeywordsDeep learning, Linzhi Black Diamond apples, Storage and preservation

© 2024 Dandan Xu et al., published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

Keywords
Deep learning, Linzhi Black Diamond apples, Storage and preservation