This will be replaced by https://catalog.clowderframework.org/
Scientific
| Domain | Tool | Description | Repositories |
|---|---|---|---|
| Hydrology | Advection Diffusion | Solve a general advection-dispersion equation. | |
| Chemical Mean Age | Determine the mean age of chemical constituents with inputs of chemical dynamics. | ||
| Document Tables Extractor (ncsa.nlp.wordtables) | Extract tables from documents. | https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-nlp/browse/WordTablesExtractor | |
| GDAL (ncsa.geo.shpExtractor) | https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-geo/browse | ||
| GDAL (ncsa.geo.tiffExtractor) | https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-geo/browse | ||
| GDAL (ncsa.image.geotiff) | https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-geotiff/browse | ||
| Historical River Extractor (ncsa.cv.river) | Extract the river networks from the ancient hand-drawing maps and compare them with current river networks | https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-cv/browse/river | |
| Normalized Difference Vegetation Index (ncsa.arcgis.landsat7mosaic) | https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-bd-cz/browse/ndviextractor | ||
| River Chi Index | Identify the river dynamics in a river basin and evaluate human activities' influences through Chi index in the streams. | https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-bd-cz/browse/chi-analysis | |
| River Sinuosity | Study the maturity and equilibrium conditions of a stream through the sinuosity index. | ||
| Soil Moisture Change | Determine role of hydraulic redistribution in AZ (riparian site / upland site) by studying soil moisture change throughout different seasons. | ||
| Species Classifier | SAM based Species Classification from Hyperspectral data, Hyperspectral Indices, NDVI, SAVI, MSAVI, etc. | ||
| TerEx (ncsa.arcgis.floodplain) | Identify the flat polygons and the heights inside a river valley. | https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-bd-cz/browse/terex_floodplain | |
| Topographic Depressions | Identify topographic depressions (TDs) and their distribution on landscape (Number, location, area, volume of TDs). | https://github.com/HydroComplexity/TDI | |
| Valley Safety Zones | Estimate submerging areas and water depths under extreme floods and map the safety zones in a river valley. | ||
| Vegetation Indices | Calculating vegetation indices such as NDVI and Surface Temperature from Landsat 7 and 8 satellite data. | ||
| Ecology | PlantCV (terra.plantcv) | Extract plant height, area, and color distribution from photographs. | https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-plantcv/browse |
| Civil & Environmental Engineering | Body of Water Detector (ncsa.image.ponddetect) | Land coverage, extract locations of bodies of water from satellite data. | https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-maps/browse/feature_detection |
| GI Identification | |||
| Human Preference Score (ncsa.image.humanpref) | Assign a model derived human preference score to a given image of an urban environment. | https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-maps/browse/humanpref | |
Route Greenness (ncsa.xml.greenindexroute) | Derive the green index of a city route. | https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-maps/browse/greenroute | |
| Social Media GI Preferences | |||
| Stanford CoreNLP - Sentiment (ncsa.nlp.SNLPSentiment) | Assign a sentiment score to a piece of text. | https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-nlp/browse/SNLP/SNLPSentimentExtractor | |
| TUV Triaxus | |||
| Social Science & Humanities | Bertillon Card Cell Extractor (ncsa.image.dmp) | Extract table cells from a Bertillon Card. | https://opensource.ncsa.illinois.edu/bitbucket/projects/DEBOD/repos/extractors-debod |
| Census Form Cell Extractor (census-section-segmentor) | Extract table cells from a 1930s Census form. | https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-cv/browse/census | |
| Handwritten Decimals Extractor (ncsa.image.sphog.debod) | Extract handwritten decimal values from an image. | https://opensource.ncsa.illinois.edu/bitbucket/projects/DEBOD/repos/extractors-handwrittendecimals | |
| Killed Photos (ncsa.image.iarp_remove_circle) | Identify depression era photos "killed" by Farm Security Administration director Roy Stryker, indicated by a hole punch in the image. | https://opensource.ncsa.illinois.edu/bitbucket/projects/IARP/repos/image_fetcher/browse/extractors/remove_circle | |
| Mean Grey (ncsa.cv.meangrey) | Mean grey values of black and white photos. | https://opensource.ncsa.illinois.edu/bitbucket/projects/IARP/repos/image_fetcher/browse/extractors/mean_grey | |
| Movie Slice (ncsa.movieslice) | https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-movieslice/browse | ||
| Person Detector (person-detector) | Extract locations of people in an image. | https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-person-detector | |
| Person Tracker (ncsa.person-tracker) | Extract locations and paths of people moving in videos. | https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-person-tracking | |
| Video Analytics Toolbox (ncsa.cinemetrics_batch) | Extract shot descriptors from videos. | https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-lsva-integrated/browse | |
| Biology, Genomics, Medicine | FSL (mri2mesh) | https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-mri/browse/mri2mesh | |
| Glomeruli (ncsa.msc.diagnosis) | Extract glomeruli from Kidney biopsy images. | https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-msc/browse/Kidney |
General
Older Extractors