Table 2 Input data sources used in this research and their Spatial and Temporal resolution.

From: Spatial modeling of snow water equivalent in the high atlas mountains via a lumped process-based approach

Data set

Description

Unit

Spatial

resolution

Temporal resolution

Source

DEM

SRTM

-

30 m

-

GEE

MODIS

NDSI MODIS

 

500 m

Daily

Bousbaa et al.7

Meteorological data

Total precipitation

mm

Point

Daily

AWS (Geonor T200B)

Temperature

° C

Point

Daily

AWS

Reanalysis data

Total precipitation

mm

9 km

Hourly

https://cds.climate.copernicus.eu

https://cds.climate.copernicus.eu

 

Temperature

° C

9 km

Hourly

Streamflow

Streamflow

m3/s

Point

Daily

ABHT and ABHOER

Snow data

Snow water equivalent

mm

Point

Half- Hourly

AWS (Campbell Scientific CS275)

 

Snow depth

cm

Point

Half- Hourly

AWS (Ultrasonic sensor)

  1. GEE: Google Earth Engine; AWS: automatic weather station; ABHT and ABHOER: Tensift and Oum Er-Rabia Hydraulic Basin Agencies.