Table 5 Numeric overview of the InsectSound1000 dataset, detailing the different insect species, their recording time and the number of samples that could be extracted from the recordings.
From: InsectSound1000 An insect sound dataset for deep learning based acoustic insect recognition
Insect Order | Insect Family | Insect Species | No. of insects inside the cage during recording | Recording time [h] | No. of samples in the dataset | Average No. of samples extracted per recording hour | Mean sample SPL in dataset [dB] |
|---|---|---|---|---|---|---|---|
Hymenoptera | Apidae | Bombus terrestris | 5 | 48 | 18291 | 381 | 25.9 |
Diptera | Syrphidae | Episyrphus balteatus | 5–15 | 99 | 16868 | 170 | 18.5 |
Diptera | Cecidomyiidae | Aphidoletes aphidimyza | 20–30 | 84 | 14065 | 167 | 10.7 |
Diptera | Sciaridae | Bradysia difformis | 20–30 | 47 | 11394 | 242 | 9.3 |
Heteroptera | Pentatomidae | Rhaphigaster nebulos | 3 | 94 | 18445 | 197 | 11.8 |
Heteroptera | Pentatomidae | Palomena prasina | 6 | 158 | 27340 | 173 | 11.6 |
Heteroptera | Pentatomidae | Halyomorpha halys | 4–6 | 74 | 19671 | 265 | 11 |
Heteroptera | Pentatomidae | Nezara viridula | 4 | 105 | 20323 | 194 | 10.4 |
Lepidoptera | Gelechiidae | Tuta absoluta | 30 | 126 | 633 | 5 | 13.4 |
Coleoptera | Coccinellidae | Coccinella septempunctata | 10 | 68 | 14682 | 217 | 12 |
Hemiptera | Aleyrodidae | Trialeurodes vaporariorum | 50 | 95 | 1062 | 11 | 9.7 |
Hemiptera | Aphididae | Myzus persicae | 30 | 81 | 3208 | 40 | 9.6 |
