Preprint
DEM Super-Resolution with EfficientNetV2
ArXiv.org
09/20/2021
Abstract
Efficient climate change monitoring and modeling rely on high-quality geospatial and environmental datasets. Due to limitations in technical capabilities or resources, the acquisition of high-quality data for many environmental disciplines is costly. Digital Elevation Model (DEM) datasets are such examples whereas their low-resolution versions are widely available, high-resolution ones are scarce. In an effort to rectify this problem, we propose and assess an EfficientNetV2 based model. The proposed model increases the spatial resolution of DEMs up to 16times without additional information.
Details
- Title: Subtitle
- DEM Super-Resolution with EfficientNetV2
- Creators
- Bekir Z DemirayMuhammed SitIbrahim Demir
- Resource Type
- Preprint
- Publication Details
- ArXiv.org
- ISSN
- 2331-8422
- Number of pages
- 6 pages
- Language
- English
- Date posted
- 09/20/2021
- Academic Unit
- Electrical and Computer Engineering; Civil and Environmental Engineering; IIHR--Hydroscience and Engineering; Injury Prevention Research Center
- Record Identifier
- 9984202252702771
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