PDSI and Extension Script
| Authors: | |
|---|---|
| Owners: | Riley Hales |
| Type: | Resource |
| Storage: | The size of this resource is 28.2 MB |
| Created: | Aug 26, 2021 at 6:14 p.m. |
| Last updated: | Aug 15, 2022 at 5:47 p.m. |
| Citation: | See how to cite this resource |
| Sharing Status: | Public |
|---|---|
| Views: | 1348 |
| Downloads: | 35 |
| +1 Votes: | Be the first one to this. |
| Comments: | No comments (yet) |
Abstract
This repository contains the Palmer Drought Severity Index (PDSI) dataset in netCDF format extended from Dec 2018 to Dec 2020 using machine learning methods and the GLDAS dataset. This data and the extension method is described "Extending SC-PDSI-PM with Neural Network Regression using GLDAS Data and Permutation Feature Importance" Ramirez, Hales, Williams, Jones. September 2022. Environmental Modeling and Software.
Subject Keywords
Coverage
Spatial
Coordinate System/Geographic Projection:
WGS 84 EPSG:4326
Coordinate Units:
Decimal degrees
North Latitude
77.5000°
East Longitude
180.0000°
South Latitude
-60.0000°
West Longitude
-180.0000°
Temporal
| Start Date: | 01/01/1948 |
|---|---|
| End Date: | 12/31/2020 |
Leaflet Map data © OpenStreetMap contributors
Content
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How to Cite
Hales, R. (2022). PDSI and Extension Script, HydroShare, http://www.hydroshare.org/resource/145b386aa865459fb52a75e4230f6a14
This resource is shared under the Creative Commons Attribution CC BY.
http://creativecommons.org/licenses/by/4.0/
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