Reference:Reference-035107
From CSDMS
Publication information
| Author(s) | Salem, Mahmoud S.; Hassan, Nashaat M. Hussain; Aly, Marwa M.; Soliman, Youssef; Peters, Robert W.; Mostafa, Mohamed K.; |
| BibType | journalArticle |
| Title | Integrating Deep Learning and Process-Based Modeling for Water Quality Prediction in Canals: CNN-LSTM and QUAL2K Analysis of Ismailia Canal |
| Year | 2025-08-28 |
| Journal | Sustainability |
| Volume | 17 |
| Pages | 7743 |
| URL | https://www.mdpi.com/2071-1050/17/17/7743 |
| DOI | 10.3390/su17177743 |
| Note | Auto downloaded ref at: 2026-06-11 |
Open Access
| Icon | Status | Best URL | Best PDF URL | License | Version | Last checked |
|---|---|---|---|---|---|---|
 |
gold | cc-by | publishedVersion | 2026-09-01 |
Download locations
| URL | Host | License | Version | |
|---|---|---|---|---|
| link | publisher | cc-by | publishedVersion |
Additional information
| |
||
| Highlighted paper on group site | ||
| Highlight text | ||
| Highlight image | ||
| Which groups | ||
| Feature reference | No | |
| Semantic_ID | 1503f90ed1742a43bd1dcf49f9e50156956b34d3 | |
| Nr of citations | 4 | |
| Sort of publication | a module application description | |
| Sort of model publication | a single module | |
| Is the CSDMS HPC used | No | |
| If HPC is used, for what project was it?: | ||
| Associated simulation movie if any: |
| |
| Model(s) discussed: | QUAL2K
|
