Mammal observation data sharing platform based on block chain

Abstract

The invention discloses a mammal observation data sharing platform based on a block chain, and belongs to the technical field of ecological monitoring. The platform comprises: a data collection module configured to be able to collect observation data of mammals from a plurality of observation points; the data processing module is configured to perform preprocessing and feature extraction on the collected original data to obtain feature data which can be used for subsequent analysis; the block chain storage module is configured to store the data by adopting a block chain encryption technology; and the data sharing module is configured to allow authorized users to access and share the data stored on the block chain. According to the invention, efficient and safe data collection, processing, storage and sharing can be realized.

Description

Technical Field

[0001] The present invention belongs to the technical field of ecological monitoring, and particularly relates to a mammalian observation data sharing platform based on blockchain. Background Art

[0002] The collection and analysis of mammalian observation data are of great significance for fields such as ecological research and biodiversity conservation. However, existing data sharing platforms have problems such as insufficient data security, low sharing efficiency, and easy data tampering. Currently, many data sharing platforms we face generally have some problems that cannot be ignored. First, insufficient data security is a major challenge, which leads to the possibility that sensitive information may be accessed or stolen by unauthorized third parties. Second, low sharing efficiency is also a significant problem, which not only affects the data circulation speed but also reduces the operating efficiency of the entire system. Finally, the problem of easy data tampering cannot be underestimated either, which not only threatens the integrity of the data but also affects the credibility of the data.

[0003] To address these challenges, a series of measures need to be taken to improve the performance and security of the data sharing platform. First, strengthening data encryption technology is an important means to improve data security. By using advanced encryption algorithms, the security of data during transmission and storage can be ensured. Second, optimizing the data sharing process and introducing efficient data processing and transmission mechanisms can significantly improve the data sharing efficiency. In addition, establishing a perfect data audit and monitoring system can effectively prevent data from being illegally tampered with and can detect and take countermeasures in a timely manner when the data is tampered with.

[0004] Therefore, a mammalian observation data sharing platform that can ensure data security, improve sharing efficiency, and prevent data tampering is needed. Summary of the Invention

[0005] The present invention aims to solve at least one of the technical problems in the above related technologies to some extent.

[0006] For this reason, the purpose of the present invention is to provide a mammalian observation data sharing platform based on blockchain, which can realize efficient, secure data collection, processing, storage, and sharing.

[0007] To solve the above technical problems, the present invention is implemented as follows: An embodiment of the present invention provides a mammalian observation data sharing platform based on blockchain, and the platform includes: A data collection module, configured to be able to collect mammalian observation data from multiple observation points; A data processing module, configured to be able to preprocess and extract features from the collected raw data to obtain feature data that can be used for subsequent analysis; A blockchain storage module, configured to be able to store data using blockchain encryption technology; A data sharing module, configured to allow authorized users to access and share the data stored on the blockchain.

[0008] In addition, the blockchain-based mammalian observation data sharing platform according to the present invention may further have the following additional technical features: In some embodiments thereof, the observation data of the mammals includes images, videos, and geographical location information.

[0009] In some embodiments thereof, the preprocessing includes: Data cleaning, used to remove redundant and error information; Format conversion, used to ensure data consistency and compatibility.

[0010] In some embodiments thereof, the blockchain storage module includes a number of blocks for storing data, and each of the blocks contains data content, a timestamp, and a hash value.

[0011] In some embodiments thereof, the blockchain storage module uses distributed ledger technology and encryption algorithms for data storage.

[0012] In some embodiments thereof, the authorized users are users who have passed authentication and authorization verification.

[0013] In some embodiments thereof, the encryption algorithm is an SSL / TLS encryption algorithm.

[0014] In some embodiments thereof, a unified data format is formulated before format conversion, and then the conversion is performed according to the data format.

[0015] Compared with the prior art, the present invention has at least the following beneficial effects: In the embodiments of the present invention, the provided blockchain-based mammalian observation data sharing platform improves data security: by using blockchain technology and encryption algorithms, it ensures the integrity and immutability of data, and prevents data from being maliciously attacked or tampered with; In the embodiments of the present invention, the provided blockchain-based mammalian observation data sharing platform improves sharing efficiency: through data preprocessing and blockchain storage, data sharing becomes more efficient and convenient, reducing the cost and time of data acquisition; In the embodiments of the present invention, the provided blockchain-based mammalian observation data sharing platform promotes ecological research: it provides reliable data support for fields such as ecological research and biodiversity conservation, and helps to promote scientific research and protection work in related fields.

[0016] Additional aspects and advantages of the present invention will be given in part in the following description, become apparent in part from the following description, or be learned through the practice of the present invention. BRIEF DESCRIPTION OF THE DRAWINGS

[0017] Figure 1 It is a structural block diagram of a blockchain-based mammalian observation data sharing platform disclosed in an embodiment of the present invention. DETAILED DESCRIPTION OF THE EMBODIMENTS

[0018] Next, the technical solutions in the embodiments of the present invention will be clearly and completely described in conjunction with the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are part of the embodiments of the present invention, rather than all the embodiments. All other embodiments obtained by those of ordinary skill in the art based on the embodiments of the present invention without creative efforts shall fall within the protection scope of the present invention.

[0019] Next, the embodiments of the present invention will be described in detail in conjunction with the accompanying drawings through specific embodiments and their application scenarios.

[0020] Please refer to Figure 1 As shown, in some embodiments of the present invention, a blockchain-based mammalian observation data sharing platform is provided, including a data collection module, a data processing module, a blockchain storage module, and a data sharing module.

[0021] Data collection module: mainly responsible for collecting mammalian observation data from multiple observation points. The data types are diverse, including key information such as images, videos, and geographical location information, providing rich basic materials for subsequent data analysis and research.

[0022] Data processing module: After the data collection is completed, the data processing module will perform preprocessing on these raw data. This includes data cleaning to remove redundant and error information, format conversion to ensure data consistency and compatibility, and feature extraction. By using the ResNet-50 and YOLOv5 models integrated under the PyTorch framework, animal behavior features (such as movement trajectories and postures) are extracted and 128-dimensional feature vectors are generated, thereby refining key information valuable for subsequent analysis. After these processing steps, the data will be more easily stored and shared.

[0023] Blockchain storage module: It uses advanced blockchain technology to store the processed data. The data is organized in the form of blocks, and each block contains important information such as data content, timestamp, and hash value. This storage method not only ensures the integrity and immutability of the data but also encrypts the data through encryption algorithms to further enhance the security of the data.

[0024] Data sharing module: The data sharing module is an important part of this platform. It allows authorized users to access and share the data stored on the blockchain. Users need to pass authentication and permission verification to obtain the required data resources. This design not only protects the privacy of the data but also promotes the reasonable flow and utilization of the data.

[0025] In some embodiments of the present invention, when the blockchain-based mammalian observation data sharing platform works, first, mammalian observation data is obtained through the data collection module. This data may come from various observation devices, sensors, or manual records. Subsequently, the data processing module cleans, organizes, and analyzes these raw data to ensure the accuracy and consistency of the data. The processed data will be stored on the blockchain, using distributed ledger technology and encryption algorithms to ensure the immutability and security of the data. The platform will provide a user-friendly interface to facilitate users to upload, query, and share data. Users need to implement authentication and permission verification through the data sharing module to ensure that only authorized users can access and share the data. In addition, the platform will regularly back up and restore the data to prevent data loss or damage.

[0026] In some embodiments of the present invention, to improve the usability and user experience of the platform, the platform will continuously optimize the data processing and storage algorithms to improve the efficiency and accuracy of data sharing. At the same time, the platform will actively cooperate with experts in fields such as ecological research and biodiversity protection to jointly promote scientific research and protection work in related fields.

[0027] During the implementation process, the platform pays attention to the standardization and normalization of data to ensure seamless docking and sharing of data from different sources and in different formats on the platform. This includes formulating unified data formats, data encodings, and data exchange protocols to improve the interoperability and usability of the data.

[0028] In addition, the platform adopts advanced encryption technologies and access control mechanisms to ensure the security of the data during transmission and storage. These technologies include SSL / TLS encryption, data desensitization, access log recording, etc., effectively preventing data leakage and illegal access.

[0029] Parts not described in detail in the present invention can refer to the prior art or be well-known technologies to those skilled in the art. This embodiment does not limit this and will not be described in detail here.

[0030] The embodiments of the present invention have been described above in conjunction with the accompanying drawings. However, the present invention is not limited to the above specific embodiments. The above specific embodiments are merely illustrative rather than restrictive. Under the inspiration of the present invention, those of ordinary skill in the art can also make many forms without departing from the spirit of the present invention and the scope protected by the claims, and all of them fall within the protection scope of the present invention.

Claims

1. A blockchain-based mammalian observation data sharing platform, characterized in that, The platform includes: A data collection module, configured to be able to collect observation data of mammals from multiple observation points; A data processing module, configured to be able to preprocess and extract features from the collected raw data to obtain feature data that can be used for subsequent analysis; A blockchain storage module, configured to be able to store data using blockchain encryption technology; A data sharing module, configured to allow authorized users to access and share the data stored on the blockchain.

2. The blockchain-based mammalian observation data sharing platform according to claim 1, wherein The observation data of the mammals includes images, videos, and geographical location information.

3. The blockchain-based mammalian observation data sharing platform according to claim 1, wherein The preprocessing includes: Data cleaning, used to remove redundant and error information; Format conversion, used to ensure the consistency and compatibility of the data.

4. The blockchain-based mammalian observation data sharing platform according to claim 1, wherein The blockchain storage module includes a number of blocks for storing data, and each block contains data content, a timestamp, and a hash value.

5. The blockchain-based mammalian observation data sharing platform according to claim 1, wherein The blockchain storage module uses distributed ledger technology and encryption algorithms for data storage.

6. The mammalian observation data sharing platform based on blockchain according to claim 1, wherein The authorized users are users who have passed identity verification and permission verification.

7. The blockchain-based mammalian observation data sharing platform according to claim 5, characterized in that, The encryption algorithm is the SSL / TLS encryption algorithm.

8. The blockchain-based mammalian observation data sharing platform according to claim 3, wherein A unified data format is formulated before format conversion, and then the conversion is performed according to this data format.

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