Research Resources
Data Sources
- (rainfall) NASA GPM IMERG https://gpm.nasa.gov/data/imerg
- (flood mapping) Sentinel-1 SAR (VV/VH; L-band where available) https://www.earthdata.nasa.gov/data/instruments/sentinel-1-c-sar
- (terrain) SRTM/Copernicus DEM https://www.earthdata.nasa.gov/data/instruments/srtm / https://dataspace.copernicus.eu/explore-data/data-collections/copernicus-contributing-missions/collections-description/COP-DEM
- (roads/POI) OpenStreetMap https://www.openstreetmap.org/
- UAVSAR https://uavsar.jpl.nasa.gov/
- ALOS-2 https://www.earthdata.nasa.gov/news/alos-2-scansar-data-now-available-earthdata
Data Sources as MLA
A. Methods & Algorithms
- A Threshold Selection Method from Gray-Level Histograms https://ieeexplore.ieee.org/document/4310076
- Remote Sensing with Imaging Radar https://link.springer.com/book/10.1007/978-3-642-02020-9
- NASA's GPM IMERG: Algorithm and Early Results https://gpm.nasa.gov/data/imerg
- HEC-RAS River Analysis System User's Manual https://www.hec.usace.army.mil/software/hec-ras/
- Urban Hydrology for Small Watersheds (TR-55) https://www.nrcs.usda.gov
- On the Flow of Water in Open Channels and Pipes
- The Contribution of Satellite-Borne Synthetic Aperture Radar Imagery to the Global Monitoring of the Oceans, Atmosphere and Cryosphere https://ntrs.nasa.gov/citations/19860048856
- HAND, a new terrain descriptor using SRTM-DEM: Mapping terra-firme rainforest environments in Amazonia
- Evaluation of 1D and 2D Numerical Models for Predicting River Flood Inundation
- Flood Monitoring Using Multi-Temporal COSMO-SkyMed Data: Image Segmentation and Signature Interpretation
- Microwave Remote Sensing of Flood Inundation
B. Tools & Software
- SNAP - Sentinel Application Platform https://step.esa.int/main/toolboxes/snap/
- GDAL https://gdal.org/
- QGIS Geographic Information System https://qgis.org/
- Google Earth Engine https://earthengine.google.com/
- ASF Vertex: SAR Data Search https://search.asf.alaska.edu/
- MapLibre GL JS https://maplibre.org/
- Open Source Routing Machine http://project-osrm.org/
- HydroSHEDS https://www.hydrosheds.org/
C. Product/Instrument Guides
- Radiometrically Terrain-Corrected (RTC) Products Guide https://asf.alaska.edu
- UAVSAR Data Users Guide https://uavsar.jpl.nasa.gov/
- Integrated Multi-satellitE Retrievals for GPM (IMERG) https://gpm.nasa.gov/data/imerg
- Sentinel-1 C-SAR https://www.earthdata.nasa.gov/data/instruments/sentinel-1-c-sar
- L-SAR https://www.earthdata.nasa.gov/data/instruments/l-sar
- UAVSAR https://uavsar.jpl.nasa.gov/
- ALOS-2 ScanSAR Data Now Available on Earthdata https://www.earthdata.nasa.gov/news/alos-2-scansar-data-now-available-earthdata
- SRTM https://www.earthdata.nasa.gov/data/instruments/srtm
- COP-DEM https://dataspace.copernicus.eu/explore-data/data-collections/copernicus-contributing-missions/collections-description/COP-DEM
- ARSET SAR Training https://appliedsciences.nasa.gov/arset
D. Illustration Technologies
- After Effects https://www.adobe.com/products/aftereffects.html
- Photoshop https://www.adobe.com/products/photoshop.html
- CapCut | All-in-one Video Editor & Graphic Design Tool https://www.capcut.com/
- Blender https://www.blender.org/
- VSDC Free Video Editor https://www.videosoftdev.com/free-video-editor
- Free PNG Image Resource – dhdby https://www.pngwing.com/ru/free-png-dhdby
- Free PNG Image Resource – xxlps https://www.pngwing.com/ru/free-png-xxlps
- A Planet Called Earth https://nplus1.ru/material/2016/12/16/space
- Number of Deaths in Texas Flood Reaches 109 https://report.az/ru/drugie-strany/v-tehase-chislo-pogibshih-v-rezultate-navodneniya-dostiglo-109--
- After heavy rains and rapid snowmelt, rivers flooded parts of southern Russia https://www.facebook.com/nasaearth/videos/after-heavy-rains-and-rapid-snowmelt-rivers-flooded-parts-of-southern-russia-and/1348345503226505/
- Space Radar Image of Athens, Greece https://www.jpl.nasa.gov/images/pia01824-space-radar-image-of-athens-greece/
- Space Radar Image of Samara, Russia https://www.jpl.nasa.gov/images/pia01823-space-radar-image-of-samara-russia/
- QtvKTeK6bCQ Video https://youtu.be/QtvKTeK6bCQ?si=38KWHAd5ayIzyjJk
- oeca_QenOeY Video https://www.youtube.com/watch?v=oeca_QenOeY
- Sound Design Elements Impact SFX PS 098 https://freesound.org/
- Sound Design Elements Impact SFX PS 092 https://freesound.org/
- Male Heavy Breathing after running.wav https://freesound.org/
- FootSteps in a Concrete Corridor 2 https://freesound.org/
- Footsteps of a runner on gravel https://freesound.org/
- DESVO https://freesound.org/
- Thunder, Rain & Siren https://freesound.org/
- Sinister Instrumental Music https://freesound.org/
E. Licensing & Data Policies
- Open Database License (ODbL) https://www.openstreetmap.org/copyright
- Copernicus DEM — Terms of Use https://dataspace.copernicus.eu/terms-and-conditions
- NASA Open Data and Information Policy https://www.nasa.gov/data