senscape_traps

Real time mosquito presence count with on-site Irideon senscape smart traps through audio ML-classification (species and gender) by recording spectrogram that represents the mosquito wingbeat frequency. Direct senscape data access is by API-key. Python library is available at https://gitlab.com/ukojz/senscape to get data from API and store them on TigaData (Mosquito Alert database). Measurement precision is validated by laboratory tests with the following results: discrimination between target (mosquito) non-target (other insect) is 96%, genus (Aedes/Culex) is 94.5%, Aedes is 98%, gender Culex is 100%, Aedes female (aegypti/albopictus) is 77%, Aedes male (aegypti/albopictus) is 74%. This data set is owned by the Barcelona Public Health Agency (ASPB) and is considered confidential. Only uses explicitly allowed by the ASPB are permitted. Therefore, to use this dataset you need the specific consent of the ASPB. Contact [e-mail].

本数据集通过现场 Irideon senscape 智能捕蚊器，利用音频机器学习分类技术（物种及性别）实时统计蚊虫存在数量，记录代表蚊翅振频的频谱图。数据访问可通过 API 密钥直接获取。Python 库可在 https://gitlab.com/ukojz/senscape 获取，用于从 API 获取数据并将其存储于 TigaData（蚊虫警报数据库）中。测量精度经实验室测试验证，结果显示：目标（蚊虫）与非目标（其他昆虫）的识别率为 96%，属（白纹伊蚊/淡色库蚊）识别率为 94.5%，白纹伊蚊识别率为 98%，淡色库蚊性别识别率为 100%，白纹伊蚊雌蚊（埃及伊蚊/白纹伊蚊）识别率为 77%，白纹伊蚊雄蚊（埃及伊蚊/白纹伊蚊）识别率为 74%。本数据集由巴塞罗那公共卫生局（ASPB）所有，并被视为机密。未经 ASPB 明确允许的使用均不被许可。因此，使用本数据集需获得 ASPB 的具体同意。请联系 [e-mail]。