Global Airborne Observatory: Hawaiian Islands Live Coral Cover in 2019
- 1. Arizona State University
Description
An airborne mapping approach combining laser-guided imaging spectroscopy and deep learning models was used to quantify the geographic distribution of live corals to 16 m water depth throughout the eight main Hawaiian Islands. Full metadata and methods are provided in:
Asner, G.P., N.R. Vaughn, J. Heckler, D.E. Knapp, C. Balzotti, E. Shafron, R.E. Martin, B.J. Neilson, J.M. Gove. 2020. Large-scale mapping of live corals to guide reef conservation. Proceedings of the National Academy of Sciences. doi:10.1073/pnas.2017628117.
Asner, G.P., N.R. Vaughn, J. Heckler. 2020. Global Airborne Observatory: Hawaiian Islands Live Coral Cover in 2019 (Version 3.0) [Data set]. Zenodo. http://doi.org/10.5281/zenodo.4292660
Use of our data requires that you cite both of these sources together. In addition, we ask that these data be used to make the world a better place.
The data are in standard GeoTIFF file format organized by island.
These data files will be updated as further improvements are made.
Files
Files
(220.7 MB)
| Name | Size | Download all |
|---|---|---|
|
md5:41415070c9326412ae4c1a23936d0130
|
20.5 MB | Download |
|
md5:5201167f1b165930fd8c1a9cd77da52d
|
22.0 MB | Download |
|
md5:4286d092cc17784d7d38242d2f076748
|
15.0 MB | Download |
|
md5:00d52c3fc2d5cc203a2c83915eac16e2
|
14.8 MB | Download |
|
md5:a66edac3ebb0f15a0c753024ad088410
|
3.2 MB | Download |
|
md5:470bd70352a2fee65517fc6d4d1749e2
|
25.0 MB | Download |
|
md5:6297a91bc618424148b63803a9437469
|
8.4 MB | Download |
|
md5:7d11d437e8bb0d3d5659dac8c11f6af9
|
32.4 MB | Download |
|
md5:4a780b3c9c2d77c492c581a15a3c949b
|
20.0 MB | Download |
|
md5:26f7821375f0d9b71906f158f2505180
|
13.8 MB | Download |
|
md5:072a7bf7e776c353b1c7942fcf69ebb1
|
45.6 MB | Download |
Additional details
Related works
- Documents
- Journal article: 10.1073/pnas.2017628117 (DOI)