Calibration of GFS model by using real time weather data for water requirement forecasting of vegetables in Chtouka region
| Dublin Core | PKP Metadata Items | Metadata for this Document | |
| 1. | Title | Title of document | Calibration of GFS model by using real time weather data for water requirement forecasting of vegetables in Chtouka region |
| 2. | Creator | Author's name, affiliation, country | A. Hafidi, A. Abouatallah, N. AFFI, R.Salghi; Morocco |
| 3. | Subject | Discipline(s) | |
| 3. | Subject | Keyword(s) | Weather Forecasting, Water Management, Irrigation, Software, Big Data |
| 4. | Description | Abstract | In the ultimate goal to forecast weather parameters in the agriculture field and precisely in predicting water requirements, a software was developed based on Global forecasting system. To assess its reliability, data of six weather stations were used in the Chtouka region to provide measured weather parameters and allow, thus, software calibration. Air temperature, air humidity, global radiation, evapotranspiration, precipitation and wind speed/direction are studied as weather parameters. Based on statistical comparisons using normalized root mean square error (NRSE), absolute percentage error (MAPE) and mean bias error (MBE), the software was revealed efficient to provide reliable temperature, global radiation and evapotranspiration forecasting but remains unable to predict relative humidity, wind speed/direction and precipitation in an accurate way. |
| 5. | Publisher | Organizing agency, location | |
| 6. | Contributor | Sponsor(s) | |
| 7. | Date | (YYYY-MM-DD) | 01-02-2020 |
| 8. | Type | Status & genre | Peer-reviewed Article |
| 8. | Type | Type | |
| 9. | Format | File format | |
| 10. | Identifier | Uniform Resource Identifier | https://revues.imist.ma/index.php/morjchem/article/view/19363 |
| 10. | Identifier | Digital Object Identifier (DOI) | https://doi.org/10.48317/IMIST.PRSM/morjchem-v8i1.19363 |
| 11. | Source | Title; vol., no. (year) | Moroccan Journal of Chemistry; Vol 8, No 1 (2020) |
| 12. | Language | English=en | en |
| 13. | Relation | Supp. Files | |
| 14. | Coverage | Geo-spatial location, chronological period, research sample (gender, age, etc.) | |
| 15. | Rights | Copyright and permissions |
Copyright (c) 2020 Moroccan Journal of Chemistry |