Scan of specimen ummz:fish:216417 (Acarichthys heckeli (Müller & Troschel, 1849)). Reconstructed Dataset includes 1923 TIF images (each 663 x 1263 x 1 voxel at 0.027589 mm resolution, derived from 1601 scan projections), xtek and vgi files for volume reconstruction. and Scan of specimen ummz:fish:216417 (Acarichthys heckeli (Müller & Troschel, 1849)). Raw Dataset includes 1601 TIF images (each 663 x 1263 x 1 voxel at 0.02758892 mm resolution, derived from 1601 scan projections), xtek and vgi files for volume reconstruction.
Scan of specimen ummz:fish:203495 (Satanoperca jurupari (Heckel, 1840)). Raw Dataset includes 1601 TIF images (each 678 x 1023 x 1 voxel at 0.05847154 mm resolution, derived from 1601 scan projections), xtek and vgi files for volume reconstruction. and Scan of specimen ummz:fish:203495 (Satanoperca jurupari (Heckel, 1840)). Reconstructed Dataset includes 2000 TIF images (each 678 x 1023 x 1 voxel at 0.058472 mm resolution, derived from 1601 scan projections), xtek and vgi files for volume reconstruction.
Scan of specimen ummz:fish:216417 (Acarichthys heckeli (Müller & Troschel, 1849)) - Skull. Reconstructed Dataset includes 1395 TIF images (each 1166 x 1597 x 1 voxel at 0.018640 mm resolution, derived from 2401 scan projections), xtek and vgi files for volume reconstruction. and Scan of specimen ummz:fish:216417 (Acarichthys heckeli (Müller & Troschel, 1849)) - Skull. Raw Dataset includes 2401 TIF images (each 1166 x 1597 x 1 voxel at 0.01863954 mm resolution, derived from 2401 scan projections), xtek and vgi files for volume reconstruction.
Scan of specimen ummz:fish:185695 (Myripristis multiradiatus Günther, 1874). Raw Dataset includes 2401 TIF images (each 937 x 607 x 1 voxel at 0.07686836 mm resolution, derived from 2401 scan projections), xtek and vgi files for volume reconstruction. and Scan of specimen ummz:fish:185695 (Myripristis multiradiatus Günther, 1874). Reconstructed Dataset includes 2000 TIF images (each 937 x 607 x 1 voxel at 0.076868 mm resolution, derived from 2401 scan projections), xtek and vgi files for volume reconstruction.
In this study, we took advantage of the randomized allocation of the US EPA's funding for school bus replacements and retrofits to causally assess the impacts of upgrading buses on student attendance through the EPA’s national School Bus Rebate Program. Specifically, we used classical intent-to-treat analyses for randomized controlled trials to compare the change in school district level attendance rates after vs before the 2012 through 2017 lotteries by funding selection status . We used overall district attendance rates since rates were not available for only school-bus riders.
Pedde, M., Szpiro, A., Hirth, R. et al. Randomized design evidence of the attendance benefits of the EPA School Bus Rebate Program. Nat Sustain (2023). https://doi.org/10.1038/s41893-023-01088-7
Scan of specimen ummz:fish:240774 (Channa limbata (Cuvier, 1831)). Reconstructed Dataset includes 2000 TIF images (each 652 x 614 x 1 voxel at 0.082357 mm resolution, derived from 1601 scan projections), xtek and vgi files for volume reconstruction. and Scan of specimen ummz:fish:240774 (Channa limbata (Cuvier, 1831)). Raw Dataset includes 1601 TIF images (each 652 x 614 x 1 voxel at 0.08235723 mm resolution, derived from 1601 scan projections), xtek and vgi files for volume reconstruction.
Scan of specimen ummz:fish:251870 (Pristolepis fasciatus (Bleeker, 1851)). Raw Dataset includes 1601 TIF images (each 581 x 834 x 1 voxel at 0.08030222 mm resolution, derived from 1601 scan projections), xtek and vgi files for volume reconstruction. and Scan of specimen ummz:fish:251870 (Pristolepis fasciatus (Bleeker, 1851)). Reconstructed Dataset includes 1972 TIF images (each 581 x 834 x 1 voxel at 0.080302 mm resolution, derived from 1601 scan projections), xtek and vgi files for volume reconstruction.
Scan of specimen ummz:fish:216417 (Acarichthys heckeli (Müller & Troschel, 1849)). Reconstructed Dataset includes 2000 TIF images (each 741 x 682 x 1 voxel at 0.024076 mm resolution, derived from 2001 scan projections), xtek and vgi files for volume reconstruction. and Scan of specimen ummz:fish:216417 (Acarichthys heckeli (Müller & Troschel, 1849)). Raw Dataset includes 2001 TIF images (each 741 x 682 x 1 voxel at 0.02407626 mm resolution, derived from 2001 scan projections), xtek and vgi files for volume reconstruction.
Scan of specimen ummz:fish:251870 (Pristolepis fasciatus (Bleeker, 1851)). Reconstructed Dataset includes 2000 TIF images (each 1021 x 1177 x 1 voxel at 0.068930 mm resolution, derived from 1601 scan projections), xtek and vgi files for volume reconstruction. and Scan of specimen ummz:fish:251870 (Pristolepis fasciatus (Bleeker, 1851)). Raw Dataset includes 1601 TIF images (each 1021 x 1177 x 1 voxel at 0.06893014 mm resolution, derived from 1601 scan projections), xtek and vgi files for volume reconstruction.
Scan of specimen ummz:fish:206739 (Ancistrus cirrhosus (Valenciennes, 1836)). Raw Dataset includes 1801 TIF images (each 667 x 582 x 1 voxel at 0.03322767 mm resolution, derived from 1801 scan projections), xtek and vgi files for volume reconstruction. and Scan of specimen ummz:fish:206739 (Ancistrus cirrhosus (Valenciennes, 1836)). Reconstructed Dataset includes 2000 TIF images (each 667 x 582 x 1 voxel at 0.033228 mm resolution, derived from 1801 scan projections), xtek and vgi files for volume reconstruction.