This is a sample of the data provided for demonstration purposes only. Please contact us if you're interested in access to the full dataset.

Morocco: Rainfall Indicators at Subnational Level

This dataset contains dekadal rainfall indicators, computed from Climate Hazards Group InfraRed Precipitation satellite imagery with insitu Station data (CHIRPS) version 2 and the CHIRPS-GEFS short term rainfall forecasts, aggregated by subnational administrative units. Included indicators are (for each dekad): - 10 day rainfall [mm] (`rfh`) - rainfall 1-month rolling aggregation [mm] (`r1h`) - rainfall 3-month rolling aggregation [mm] (`r3h`) - rainfall long term average [mm] (`rfh_avg`) - rainfall 1-month rolling aggregation long term average [mm] (`r1h_avg`) - rainfall 3-month rolling aggregation long term average [mm] (`r3h_avg`) - rainfall anomaly [%] (`rfq`) - rainfall 1-month anomaly [%] (`r1q`) - rainfall 3-month anomaly [%] (`r3q`) The administrative units used for aggregation are based on WFP data and contain a Pcode reference attributed to each unit. The number of input pixels used to create the aggregates, is provided in the `n_pixels`column. Finally, the `type` column indicates if the value is based on a forecast, a preliminary or a final product. Please see the methodology section for more details.

date adm2_id adm2_pcode n_pixels rfh rfh_avg r1h r1h_avg r3h r3h_avg rfq r1q r3q version
#date
#adm2+id
#adm2+code
#indicator+n_pixels+num
#indicator+rfh+num
#indicator+rfh_avg+num
#indicator+r1h+num
#indicator+r1h_avg+num
#indicator+r3h+num
#indicator+r3h_avg+num
#indicator+rfq+pct
#indicator+r1q+pct
#indicator+r3q+pct
#status
1981-01-01
999610
MA008006
155.0
9.3161
30.1168
None
None
None
None
40.7672
None
None
final
1981-01-11
999610
MA008006
155.0
19.2258
27.2206
None
None
None
None
75.1872
None
None
final
1981-01-21
999610
MA008006
155.0
11.6323
34.1533
40.1742
91.4908
None
None
42.4798
49.4372
None
final
1981-02-01
999610
MA008006
155.0
10.4774
30.4712
41.3355
91.8452
None
None
43.6338
50.4054
None
final
1981-02-11
999610
MA008006
155.0
17.0903
29.4363
39.2
94.0609
None
None
64.1483
47.28
None
final
1981-02-21
999610
MA008006
155.0
14.4065
22.9097
41.9742
82.8172
None
None
69.5331
55.9963
None
final
1981-03-01
999610
MA008006
155.0
4.2581
31.4523
35.7548
83.7983
None
None
25.3978
48.78
None
final
1981-03-11
999610
MA008006
155.0
16.3032
22.928
34.9677
77.2899
None
None
76.2792
51.5154
None
final
1981-03-21
999610
MA008006
155.0
32.3677
26.1505
52.929
80.5308
135.0774
254.8387
119.9586
69.5112
54.7795
final