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- Creator:
- University of Michigan Museum of Zoology
- Description:
- Scan of specimen ummz:mammals:123540 (Spermophilus citellus) - WholeBody. Raw Dataset includes 1601 TIF images (each 1666 x 1407 x 1 voxel at 0.03529486 mm resolution, derived from 1601 scan projections), xtek and vgi files for volume reconstruction. and Scan of specimen ummz:mammals:123540 (Spermophilus citellus) - WholeBody. Reconstructed Dataset includes 813 TIF images (each 1666 x 1407 x 1 voxel at 0.035295 mm resolution, derived from 1601 scan projections), xtek and vgi files for volume reconstruction.
- Keyword:
- Animalia, Chordata, Mammalia, Rodentia, Sciuridae, Spermophilus citellus, 1987357240, computed tomography, X-ray, and 3D
- Citation to related publication:
- For more information on the original UMMZ specimen, see: https://www.gbif.org/occurrence/1987357240
- Discipline:
- Science
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- Creator:
- University of Michigan Museum of Zoology
- Description:
- Scan of specimen ummz:mammals:127168 (Dactylomys boliviensis) - WholeBody. Raw Dataset includes 1601 TIF images (each 1808 x 1018 x 1 voxel at 0.04034349 mm resolution, derived from 1601 scan projections), xtek and vgi files for volume reconstruction. and Scan of specimen ummz:mammals:127168 (Dactylomys boliviensis) - WholeBody. Reconstructed Dataset includes 1201 TIF images (each 1808 x 1018 x 1 voxel at 0.040343 mm resolution, derived from 1601 scan projections), xtek and vgi files for volume reconstruction.
- Keyword:
- Animalia, Chordata, Mammalia, Rodentia, Echimyidae, Dactylomys boliviensis, 1987231221, computed tomography, X-ray, and 3D
- Citation to related publication:
- For more information on the original UMMZ specimen, see: https://www.gbif.org/occurrence/1987231221
- Discipline:
- Science
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- Creator:
- University of Michigan Museum of Zoology
- Description:
- Scan of specimen ummz:mammals:175646 (Furipterus horrens) - Skull. Raw Dataset includes 2401 TIF images (each 1389 x 913 x 1 voxel at 0.01404662 mm resolution, derived from 2401 scan projections), xtek and vgi files for volume reconstruction. and Scan of specimen ummz:mammals:175646 (Furipterus horrens) - Skull. Reconstructed Dataset includes 1921 TIF images (each 1389 x 913 x 1 voxel at 0.014047 mm resolution, derived from 2401 scan projections), xtek and vgi files for volume reconstruction.
- Keyword:
- Animalia, Chordata, Mammalia, Chiroptera, Furipteridae, Furipterus horrens, 1987316226, computed tomography, X-ray, 3D, and DiceCT
- Citation to related publication:
- For more information on the original UMMZ specimen, see: https://www.gbif.org/occurrence/1987316226
- Discipline:
- Science
-
- Creator:
- Shah, Bhavarth
- Description:
- The three approaches used three distinct datasets named as follows: Historicalwater_levels.csv, Historical_Precipitation.csv, and Bayesian Statistical dataset.csv. These files are accessible using Microsoft Office or similar software. The machine learning models are developed in Jupyter Notebook (.ipynb) files, named according to the datasets they utilize. However, for the third approach, the models are named Random Forest, LSTM Model Base, and Multivariate LSTM Models. More details are available on the Shah_Bhavarth_Readme.txt. These notebooks can be accessed through Python, Project Jupyter, or Google Colab, and dependencies include libraries such as Pandas, NumPy, Matplotlib, Scikit-learn, Keras, and TensorFlow. The supplementary material also includes Excel files for stage-curve calculations and diversions, named Water_levels_Stage_Curve_Calculations1970-2018.xlsx and Diversions_calculation.xlsx, respectively.
- Keyword:
- Machine learning, Forecasting, Water levels, Mono lake, and Hydrology
- Citation to related publication:
- Shah, Bhavarth. 2024. "Mono Lake Water Levels Forecasting Using Machine Learning." Master’s thesis, University of Michigan, School for Environment and Sustainability. ORCID iD: 0000-0002-2391-8610.
- Discipline:
- Science and Engineering
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- Creator:
- University of Michigan Museum of Zoology
- Description:
- Scan of specimen ummz:mammals:93467 (Eptesicus fuscus FUSCUS) - WholeBody. Raw Dataset includes 3141 TIF images (each 1084 x 1698 x 1 voxel at 0.02762844 mm resolution, derived from 3141 scan projections), xtek and vgi files for volume reconstruction. and Scan of specimen ummz:mammals:93467 (Eptesicus fuscus FUSCUS) - WholeBody. Reconstructed Dataset includes 1693 TIF images (each 1084 x 1698 x 1 voxel at 0.027628 mm resolution, derived from 3141 scan projections), xtek and vgi files for volume reconstruction.
- Keyword:
- Animalia, Chordata, Mammalia, Chiroptera, Vespertilionidae, Eptesicus fuscus FUSCUS, 1987298677, computed tomography, X-ray, 3D, and DiceCT
- Citation to related publication:
- For more information on the original UMMZ specimen, see: https://www.gbif.org/occurrence/1987298677
- Discipline:
- Science
-
- Creator:
- University of Michigan Museum of Zoology
- Description:
- Scan of specimen ummz:mammals:93468 (Eptesicus fuscus FUSCUS) - Skull. Raw Dataset includes 2401 TIF images (each 1806 x 1420 x 1 voxel at 0.01761623 mm resolution, derived from 2401 scan projections), xtek and vgi files for volume reconstruction. and Scan of specimen ummz:mammals:93468 (Eptesicus fuscus FUSCUS) - Skull. Reconstructed Dataset includes 1742 TIF images (each 1806 x 1420 x 1 voxel at 0.017616 mm resolution, derived from 2401 scan projections), xtek and vgi files for volume reconstruction.
- Keyword:
- Animalia, Chordata, Mammalia, Chiroptera, Vespertilionidae, Eptesicus fuscus FUSCUS, 1987277419, computed tomography, X-ray, 3D, and DiceCT
- Citation to related publication:
- For more information on the original UMMZ specimen, see: https://www.gbif.org/occurrence/1987277419
- Discipline:
- Science
-
- Creator:
- University of Michigan Museum of Zoology
- Description:
- Scan of specimen ummz:mammals:93468 (Eptesicus fuscus FUSCUS) - WholeBody. Raw Dataset includes 3141 TIF images (each 1133 x 773 x 1 voxel at 0.03269548 mm resolution, derived from 3141 scan projections), xtek and vgi files for volume reconstruction. and Scan of specimen ummz:mammals:93468 (Eptesicus fuscus FUSCUS) - WholeBody. Reconstructed Dataset includes 2000 TIF images (each 1133 x 773 x 1 voxel at 0.032695 mm resolution, derived from 3141 scan projections), xtek and vgi files for volume reconstruction.
- Keyword:
- Animalia, Chordata, Mammalia, Chiroptera, Vespertilionidae, Eptesicus fuscus FUSCUS, 1987277419, computed tomography, X-ray, 3D, and DiceCT
- Citation to related publication:
- For more information on the original UMMZ specimen, see: https://www.gbif.org/occurrence/1987277419
- Discipline:
- Science
-
- Creator:
- University of Michigan Museum of Zoology
- Description:
- Scan of specimen ummz:mammals:93467 (Eptesicus fuscus FUSCUS) - Skull. Raw Dataset includes 2401 TIF images (each 1313 x 1543 x 1 voxel at 0.01727251 mm resolution, derived from 2401 scan projections), xtek and vgi files for volume reconstruction. and Scan of specimen ummz:mammals:93467 (Eptesicus fuscus FUSCUS) - Skull. Reconstructed Dataset includes 1771 TIF images (each 1313 x 1543 x 1 voxel at 0.017273 mm resolution, derived from 2401 scan projections), xtek and vgi files for volume reconstruction.
- Keyword:
- Animalia, Chordata, Mammalia, Chiroptera, Vespertilionidae, Eptesicus fuscus FUSCUS, 1987298677, computed tomography, X-ray, 3D, and DiceCT
- Citation to related publication:
- For more information on the original UMMZ specimen, see: https://www.gbif.org/occurrence/1987298677
- Discipline:
- Science
-
- Creator:
- University of Michigan Museum of Zoology
- Description:
- Scan of specimen ummz:mammals:89488 (Zygogeomys trichopus trichopus) - WholeBody. Raw Dataset includes 1601 TIF images (each 1864 x 1511 x 1 voxel at 0.04623825 mm resolution, derived from 1601 scan projections), xtek and vgi files for volume reconstruction. and Scan of specimen ummz:mammals:89488 (Zygogeomys trichopus trichopus) - WholeBody. Reconstructed Dataset includes 862 TIF images (each 1864 x 1511 x 1 voxel at 0.046238 mm resolution, derived from 1601 scan projections), xtek and vgi files for volume reconstruction.
- Keyword:
- Animalia, Chordata, Mammalia, Rodentia, Geomyidae, Zygogeomys trichopus trichopus, 1987349052, computed tomography, X-ray, and 3D
- Citation to related publication:
- For more information on the original UMMZ specimen, see: https://www.gbif.org/occurrence/1987349052
- Discipline:
- Science
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- Creator:
- University of Michigan Museum of Zoology
- Description:
- Scan of specimen ummz:mammals:84222 (Bathyergus suillus) - WholeBody. Raw Dataset includes 1601 TIF images (each 1743 x 1321 x 1 voxel at 0.04045931 mm resolution, derived from 1601 scan projections), xtek and vgi files for volume reconstruction. and Scan of specimen ummz:mammals:84222 (Bathyergus suillus) - WholeBody. Reconstructed Dataset includes 1103 TIF images (each 1743 x 1321 x 1 voxel at 0.040459 mm resolution, derived from 1601 scan projections), xtek and vgi files for volume reconstruction.
- Keyword:
- Animalia, Chordata, Mammalia, Rodentia, Bathyergidae, Bathyergus suillus, 1987355723, computed tomography, X-ray, and 3D
- Citation to related publication:
- For more information on the original UMMZ specimen, see: https://www.gbif.org/occurrence/1987355723
- Discipline:
- Science