Compare revisions

Aaron Spring · Aaron Spring · Aaron Spring · Aaron Spring · Aaron Spring · Aaron Spring
--- a/.renku/datasets/a31a4922-5cbd-4d8e-bee3-435b1fd85282/metadata.yml
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-  https://swissdatasciencecenter.github.io/renku-ontology#external:
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-  https://swissdatasciencecenter.github.io/renku-ontology#source:
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- '@id': https://renkulab.io/blob/f657c79f1144f25a69bb086ea5f1ea15dc080363/data/ecmwf_forecast-input_2020_biweekly_deterministic.zarr/.zgroup
-  '@type':
-  - http://purl.org/wf4ever/wfprov#Artifact
-  - http://schema.org/DigitalDocument
-  - http://www.w3.org/ns/prov#Entity
-  http://schema.org/dateCreated:
-  - '@value': '2021-06-19T16:43:55.532205+00:00'
-  http://schema.org/isPartOf:
-  - '@id': https://renkulab.io/projects/aaron.spring/s2s-ai-challenge-template
-  http://schema.org/name:
-  - '@value': .zgroup
-  http://schema.org/url:
-  - '@value': https://renkulab.io/projects/aaron.spring/s2s-ai-challenge-template/files/blob/data/ecmwf_forecast-input_2020_biweekly_deterministic.zarr/.zgroup
-  http://www.w3.org/2000/01/rdf-schema#label:
-  - '@value': data/ecmwf_forecast-input_2020_biweekly_deterministic.zarr/.zgroup@f657c79f1144f25a69bb086ea5f1ea15dc080363
-  http://www.w3.org/ns/prov#atLocation:
-  - '@value': data/ecmwf_forecast-input_2020_biweekly_deterministic.zarr/.zgroup
-  https://swissdatasciencecenter.github.io/renku-ontology#external:
-  - '@value': false
-  https://swissdatasciencecenter.github.io/renku-ontology#source:
-  - '@value': data/ecmwf_forecast-input_2020_biweekly_deterministic.zarr/.zgroup
- '@id': https://renkulab.io/blob/f657c79f1144f25a69bb086ea5f1ea15dc080363/data/ecmwf_forecast-input_2020_biweekly_deterministic.zarr/forecast_time/.zarray
-  '@type':
-  - http://purl.org/wf4ever/wfprov#Artifact
-  - http://schema.org/DigitalDocument
-  - http://www.w3.org/ns/prov#Entity
-  http://schema.org/dateCreated:
-  - '@value': '2021-06-19T16:43:52.616897+00:00'
-  http://schema.org/isPartOf:
-  - '@id': https://renkulab.io/projects/aaron.spring/s2s-ai-challenge-template
-  http://schema.org/name:
-  - '@value': .zarray
  http://schema.org/url:
  - '@value': https://renkulab.io/projects/aaron.spring/s2s-ai-challenge-template/files/blob/data/ecmwf_forecast-input_2020_biweekly_deterministic.zarr/forecast_time/.zarray
  http://www.w3.org/2000/01/rdf-schema#label:
@@ -3429,7 +3253,7 @@
  - http://schema.org/DigitalDocument
  - http://www.w3.org/ns/prov#Entity
  http://schema.org/dateCreated:
-  - '@value': '2021-06-19T16:33:18.952434+00:00'
+  - '@value': '2021-07-23T20:48:26.871485+00:00'
  http://schema.org/isPartOf:
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@@ -3450,7 +3274,7 @@
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  - http://www.w3.org/ns/prov#Entity
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-  - '@value': '2021-06-19T16:33:18.801653+00:00'
+  - '@value': '2021-07-23T20:48:26.814326+00:00'
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@@ -3471,7 +3295,7 @@
  - http://schema.org/DigitalDocument
  - http://www.w3.org/ns/prov#Entity
  http://schema.org/dateCreated:
-  - '@value': '2021-06-19T16:33:20.413145+00:00'
+  - '@value': '2021-07-23T20:48:27.488240+00:00'
  http://schema.org/isPartOf:
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@@ -3492,7 +3316,7 @@
  - http://schema.org/DigitalDocument
  - http://www.w3.org/ns/prov#Entity
  http://schema.org/dateCreated:
-  - '@value': '2021-06-19T16:33:20.263473+00:00'
+  - '@value': '2021-07-23T20:48:27.428695+00:00'
  http://schema.org/isPartOf:
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@@ -3513,7 +3337,7 @@
  - http://schema.org/DigitalDocument
  - http://www.w3.org/ns/prov#Entity
  http://schema.org/dateCreated:
-  - '@value': '2021-06-19T16:33:18.165848+00:00'
+  - '@value': '2021-07-23T20:48:26.527044+00:00'
  http://schema.org/isPartOf:
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@@ -3534,7 +3358,7 @@
  - http://schema.org/DigitalDocument
  - http://www.w3.org/ns/prov#Entity
  http://schema.org/dateCreated:
-  - '@value': '2021-06-19T16:33:18.016127+00:00'
+  - '@value': '2021-07-23T20:48:26.470385+00:00'
  http://schema.org/isPartOf:
  - '@id': https://renkulab.io/projects/aaron.spring/s2s-ai-challenge-template
  http://schema.org/name:
@@ -3555,7 +3379,7 @@
  - http://schema.org/DigitalDocument
  - http://www.w3.org/ns/prov#Entity
  http://schema.org/dateCreated:
-  - '@value': '2021-06-19T16:33:18.529876+00:00'
+  - '@value': '2021-07-23T20:48:26.698816+00:00'
  http://schema.org/isPartOf:
  - '@id': https://renkulab.io/projects/aaron.spring/s2s-ai-challenge-template
  http://schema.org/name:
@@ -3576,7 +3400,7 @@
  - http://schema.org/DigitalDocument
  - http://www.w3.org/ns/prov#Entity
  http://schema.org/dateCreated:
-  - '@value': '2021-06-19T16:33:18.402606+00:00'
+  - '@value': '2021-07-23T20:48:26.640300+00:00'
  http://schema.org/isPartOf:
  - '@id': https://renkulab.io/projects/aaron.spring/s2s-ai-challenge-template
  http://schema.org/name:
@@ -3597,7 +3421,7 @@
  - http://schema.org/DigitalDocument
  - http://www.w3.org/ns/prov#Entity
  http://schema.org/dateCreated:
-  - '@value': '2021-06-19T16:33:19.607994+00:00'
+  - '@value': '2021-07-23T20:48:27.177258+00:00'
  http://schema.org/isPartOf:
  - '@id': https://renkulab.io/projects/aaron.spring/s2s-ai-challenge-template
  http://schema.org/name:
@@ -3618,7 +3442,7 @@
  - http://schema.org/DigitalDocument
  - http://www.w3.org/ns/prov#Entity
  http://schema.org/dateCreated:
-  - '@value': '2021-06-19T16:33:19.371184+00:00'
+  - '@value': '2021-07-23T20:48:27.062421+00:00'
  http://schema.org/isPartOf:
  - '@id': https://renkulab.io/projects/aaron.spring/s2s-ai-challenge-template
  http://schema.org/name:
@@ -3660,7 +3484,7 @@
  - http://schema.org/DigitalDocument
  - http://www.w3.org/ns/prov#Entity
  http://schema.org/dateCreated:
-  - '@value': '2021-06-19T16:32:04.901350+00:00'
+  - '@value': '2021-07-23T20:46:08.467926+00:00'
  http://schema.org/isPartOf:
  - '@id': https://renkulab.io/projects/aaron.spring/s2s-ai-challenge-template
  http://schema.org/name:
@@ -3681,7 +3505,7 @@
  - http://schema.org/DigitalDocument
  - http://www.w3.org/ns/prov#Entity
  http://schema.org/dateCreated:
-  - '@value': '2021-06-19T16:32:06.122328+00:00'
+  - '@value': '2021-07-23T20:46:09.052969+00:00'
  http://schema.org/isPartOf:
  - '@id': https://renkulab.io/projects/aaron.spring/s2s-ai-challenge-template
  http://schema.org/name:
@@ -3702,7 +3526,7 @@
  - http://schema.org/DigitalDocument
  - http://www.w3.org/ns/prov#Entity
  http://schema.org/dateCreated:
-  - '@value': '2021-06-19T16:32:05.976012+00:00'
+  - '@value': '2021-07-23T20:46:09.003595+00:00'
  http://schema.org/isPartOf:
  - '@id': https://renkulab.io/projects/aaron.spring/s2s-ai-challenge-template
  http://schema.org/name:
@@ -3723,7 +3547,7 @@
  - http://schema.org/DigitalDocument
  - http://www.w3.org/ns/prov#Entity
  http://schema.org/dateCreated:
-  - '@value': '2021-06-19T16:32:04.209267+00:00'
+  - '@value': '2021-07-23T20:46:08.166072+00:00'
  http://schema.org/isPartOf:
  - '@id': https://renkulab.io/projects/aaron.spring/s2s-ai-challenge-template
  http://schema.org/name:
@@ -3744,7 +3568,7 @@
  - http://schema.org/DigitalDocument
  - http://www.w3.org/ns/prov#Entity
  http://schema.org/dateCreated:
-  - '@value': '2021-06-19T16:32:04.064784+00:00'
+  - '@value': '2021-07-23T20:46:08.114547+00:00'
  http://schema.org/isPartOf:
  - '@id': https://renkulab.io/projects/aaron.spring/s2s-ai-challenge-template
  http://schema.org/name:
@@ -3765,7 +3589,7 @@
  - http://schema.org/DigitalDocument
  - http://www.w3.org/ns/prov#Entity
  http://schema.org/dateCreated:
-  - '@value': '2021-06-19T16:32:04.597262+00:00'
+  - '@value': '2021-07-23T20:46:08.319587+00:00'
  http://schema.org/isPartOf:
  - '@id': https://renkulab.io/projects/aaron.spring/s2s-ai-challenge-template
  http://schema.org/name:
@@ -3786,7 +3610,7 @@
  - http://schema.org/DigitalDocument
  - http://www.w3.org/ns/prov#Entity
  http://schema.org/dateCreated:
-  - '@value': '2021-06-19T16:32:04.434072+00:00'
+  - '@value': '2021-07-23T20:46:08.268280+00:00'
  http://schema.org/isPartOf:
  - '@id': https://renkulab.io/projects/aaron.spring/s2s-ai-challenge-template
  http://schema.org/name:
@@ -3807,7 +3631,7 @@
  - http://schema.org/DigitalDocument
  - http://www.w3.org/ns/prov#Entity
  http://schema.org/dateCreated:
-  - '@value': '2021-06-19T16:32:05.365509+00:00'
+  - '@value': '2021-07-23T20:46:08.771274+00:00'
  http://schema.org/isPartOf:
  - '@id': https://renkulab.io/projects/aaron.spring/s2s-ai-challenge-template
  http://schema.org/name:
@@ -3828,7 +3652,7 @@
  - http://schema.org/DigitalDocument
  - http://www.w3.org/ns/prov#Entity
  http://schema.org/dateCreated:
-  - '@value': '2021-06-19T16:36:50.823288+00:00'
+  - '@value': '2021-07-27T06:59:54.746723+00:00'
  http://schema.org/isPartOf:
  - '@id': https://renkulab.io/projects/aaron.spring/s2s-ai-challenge-template
  http://schema.org/name:
@@ -3849,7 +3673,7 @@
  - http://schema.org/DigitalDocument
  - http://www.w3.org/ns/prov#Entity
  http://schema.org/dateCreated:
-  - '@value': '2021-06-19T16:36:50.655269+00:00'
+  - '@value': '2021-07-27T06:59:54.836856+00:00'
  http://schema.org/isPartOf:
  - '@id': https://renkulab.io/projects/aaron.spring/s2s-ai-challenge-template
  http://schema.org/name:
@@ -3870,7 +3694,7 @@
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  - http://www.w3.org/ns/prov#Entity
  http://schema.org/dateCreated:
-  - '@value': '2021-06-19T16:36:49.783626+00:00'
+  - '@value': '2021-07-23T20:53:11.561155+00:00'
  http://schema.org/isPartOf:
  - '@id': https://renkulab.io/projects/aaron.spring/s2s-ai-challenge-template
  http://schema.org/name:
@@ -3891,7 +3715,7 @@
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  - http://www.w3.org/ns/prov#Entity
  http://schema.org/dateCreated:
-  - '@value': '2021-06-19T16:36:49.615718+00:00'
+  - '@value': '2021-07-23T20:53:11.482055+00:00'
  http://schema.org/isPartOf:
  - '@id': https://renkulab.io/projects/aaron.spring/s2s-ai-challenge-template
  http://schema.org/name:
@@ -3912,7 +3736,7 @@
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  - http://www.w3.org/ns/prov#Entity
  http://schema.org/dateCreated:
-  - '@value': '2021-06-19T16:36:48.962132+00:00'
+  - '@value': '2021-07-23T20:53:10.965269+00:00'
  http://schema.org/isPartOf:
  - '@id': https://renkulab.io/projects/aaron.spring/s2s-ai-challenge-template
  http://schema.org/name:
@@ -3933,7 +3757,7 @@
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  - http://www.w3.org/ns/prov#Entity
  http://schema.org/dateCreated:
-  - '@value': '2021-06-19T16:36:51.259416+00:00'
+  - '@value': '2021-07-23T20:53:12.398608+00:00'
  http://schema.org/isPartOf:
  - '@id': https://renkulab.io/projects/aaron.spring/s2s-ai-challenge-template
  http://schema.org/name:
@@ -3954,7 +3778,7 @@
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  - http://www.w3.org/ns/prov#Entity
  http://schema.org/dateCreated:
-  - '@value': '2021-06-19T16:36:51.093550+00:00'
+  - '@value': '2021-07-23T20:53:12.320500+00:00'
  http://schema.org/isPartOf:
  - '@id': https://renkulab.io/projects/aaron.spring/s2s-ai-challenge-template
  http://schema.org/name:
@@ -3975,7 +3799,7 @@
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  - http://www.w3.org/ns/prov#Entity
  http://schema.org/dateCreated:
-  - '@value': '2021-06-19T16:36:48.169175+00:00'
+  - '@value': '2021-07-23T20:53:10.476927+00:00'
  http://schema.org/isPartOf:
  - '@id': https://renkulab.io/projects/aaron.spring/s2s-ai-challenge-template
  http://schema.org/name:
@@ -3996,7 +3820,7 @@
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  - http://www.w3.org/ns/prov#Entity
  http://schema.org/dateCreated:
-  - '@value': '2021-06-19T16:36:47.998956+00:00'
+  - '@value': '2021-07-23T20:53:10.401581+00:00'
  http://schema.org/isPartOf:
  - '@id': https://renkulab.io/projects/aaron.spring/s2s-ai-challenge-template
  http://schema.org/name:
@@ -4017,7 +3841,7 @@
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  - http://www.w3.org/ns/prov#Entity
  http://schema.org/dateCreated:
-  - '@value': '2021-06-19T16:36:48.612708+00:00'
+  - '@value': '2021-07-23T20:53:10.711405+00:00'
  http://schema.org/isPartOf:
  - '@id': https://renkulab.io/projects/aaron.spring/s2s-ai-challenge-template
  http://schema.org/name:
@@ -4038,7 +3862,7 @@
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  - http://www.w3.org/ns/prov#Entity
  http://schema.org/dateCreated:
-  - '@value': '2021-06-19T16:36:48.441773+00:00'
+  - '@value': '2021-07-23T20:53:10.630283+00:00'
  http://schema.org/isPartOf:
  - '@id': https://renkulab.io/projects/aaron.spring/s2s-ai-challenge-template
  http://schema.org/name:
@@ -4059,7 +3883,7 @@
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  - http://www.w3.org/ns/prov#Entity
  http://schema.org/dateCreated:
-  - '@value': '2021-06-19T16:36:50.106176+00:00'
+  - '@value': '2021-07-23T20:53:11.788777+00:00'
  http://schema.org/isPartOf:
  - '@id': https://renkulab.io/projects/aaron.spring/s2s-ai-challenge-template
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@@ -4074,7 +3898,196 @@
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  https://swissdatasciencecenter.github.io/renku-ontology#source:
  - '@value': data/hindcast-like-observations_2000-2019_biweekly_terciled.zarr/valid_time/.zarray
- '@id': https://renkulab.io/datasets/e5c7d143-70c7-41a5-86e4-6f86ea2d17f3
+- '@id': https://renkulab.io/blob/f9e5eb0c2e00829924d843b3135d4ef15f2b5ac4/data/hindcast-like-observations_2000-2019_biweekly_deterministic.zarr/forecast_time/0
+  '@type':
+  - http://purl.org/wf4ever/wfprov#Artifact
+  - http://schema.org/DigitalDocument
+  - http://www.w3.org/ns/prov#Entity
+  http://schema.org/dateCreated:
+  - '@value': '2021-07-23T20:46:08.419134+00:00'
+  http://schema.org/isPartOf:
+  - '@id': https://renkulab.io/projects/aaron.spring/s2s-ai-challenge-template
+  http://schema.org/name:
+  - '@value': '0'
+  http://schema.org/url:
+  - '@value': https://renkulab.io/projects/aaron.spring/s2s-ai-challenge-template/files/blob/data/hindcast-like-observations_2000-2019_biweekly_deterministic.zarr/forecast_time/0
+  http://www.w3.org/2000/01/rdf-schema#label:
+  - '@value': data/hindcast-like-observations_2000-2019_biweekly_deterministic.zarr/forecast_time/0@f9e5eb0c2e00829924d843b3135d4ef15f2b5ac4
+  http://www.w3.org/ns/prov#atLocation:
+  - '@value': data/hindcast-like-observations_2000-2019_biweekly_deterministic.zarr/forecast_time/0
+  https://swissdatasciencecenter.github.io/renku-ontology#external:
+  - '@value': false
+  https://swissdatasciencecenter.github.io/renku-ontology#source:
+  - '@value': data/hindcast-like-observations_2000-2019_biweekly_deterministic.zarr/forecast_time/0
+- '@id': https://renkulab.io/blob/f9e5eb0c2e00829924d843b3135d4ef15f2b5ac4/data/hindcast-like-observations_2000-2019_biweekly_deterministic.zarr/t2m/.zarray
+  '@type':
+  - http://purl.org/wf4ever/wfprov#Artifact
+  - http://schema.org/DigitalDocument
+  - http://www.w3.org/ns/prov#Entity
+  http://schema.org/dateCreated:
+  - '@value': '2021-07-23T20:46:08.924797+00:00'
+  http://schema.org/isPartOf:
+  - '@id': https://renkulab.io/projects/aaron.spring/s2s-ai-challenge-template
+  http://schema.org/name:
+  - '@value': .zarray
+  http://schema.org/url:
+  - '@value': https://renkulab.io/projects/aaron.spring/s2s-ai-challenge-template/files/blob/data/hindcast-like-observations_2000-2019_biweekly_deterministic.zarr/t2m/.zarray
+  http://www.w3.org/2000/01/rdf-schema#label:
+  - '@value': data/hindcast-like-observations_2000-2019_biweekly_deterministic.zarr/t2m/.zarray@f9e5eb0c2e00829924d843b3135d4ef15f2b5ac4
+  http://www.w3.org/ns/prov#atLocation:
+  - '@value': data/hindcast-like-observations_2000-2019_biweekly_deterministic.zarr/t2m/.zarray
+  https://swissdatasciencecenter.github.io/renku-ontology#external:
+  - '@value': false
+  https://swissdatasciencecenter.github.io/renku-ontology#source:
+  - '@value': data/hindcast-like-observations_2000-2019_biweekly_deterministic.zarr/t2m/.zarray
+- '@id': https://renkulab.io/blob/f9e5eb0c2e00829924d843b3135d4ef15f2b5ac4/data/hindcast-like-observations_2000-2019_biweekly_deterministic.zarr/tp/.zarray
+  '@type':
+  - http://purl.org/wf4ever/wfprov#Artifact
+  - http://schema.org/DigitalDocument
+  - http://www.w3.org/ns/prov#Entity
+  http://schema.org/dateCreated:
+  - '@value': '2021-07-23T20:46:08.624964+00:00'
+  http://schema.org/isPartOf:
+  - '@id': https://renkulab.io/projects/aaron.spring/s2s-ai-challenge-template
+  http://schema.org/name:
+  - '@value': .zarray
+  http://schema.org/url:
+  - '@value': https://renkulab.io/projects/aaron.spring/s2s-ai-challenge-template/files/blob/data/hindcast-like-observations_2000-2019_biweekly_deterministic.zarr/tp/.zarray
+  http://www.w3.org/2000/01/rdf-schema#label:
+  - '@value': data/hindcast-like-observations_2000-2019_biweekly_deterministic.zarr/tp/.zarray@f9e5eb0c2e00829924d843b3135d4ef15f2b5ac4
+  http://www.w3.org/ns/prov#atLocation:
+  - '@value': data/hindcast-like-observations_2000-2019_biweekly_deterministic.zarr/tp/.zarray
+  https://swissdatasciencecenter.github.io/renku-ontology#external:
+  - '@value': false
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+  - '@id': https://renkulab.io/blob/a2a6442f0718bb12bf44422396d47c6ea89e71f8/data/hindcast-like-observations_2000-2019_biweekly_terciled.zarr/t2m/0.0.0.0.0
+  - '@id': https://renkulab.io/blob/a2a6442f0718bb12bf44422396d47c6ea89e71f8/data/hindcast-like-observations_2000-2019_biweekly_terciled.zarr/t2m/1.0.1.0.0
+  - '@id': https://renkulab.io/blob/a2a6442f0718bb12bf44422396d47c6ea89e71f8/data/hindcast-like-observations_2000-2019_biweekly_terciled.zarr/t2m/2.0.0.0.0
+  - '@id': https://renkulab.io/blob/a2a6442f0718bb12bf44422396d47c6ea89e71f8/data/hindcast-like-observations_2000-2019_biweekly_terciled.zarr/t2m/1.0.0.0.0
+  - '@id': https://renkulab.io/blob/76645b2dcb81316bc8bccab23902b94c4e934164/data/hindcast-like-observations_2000-2019_biweekly_terciled.zarr/t2m/.zattrs
+  - '@id': https://renkulab.io/blob/a2a6442f0718bb12bf44422396d47c6ea89e71f8/data/hindcast-like-observations_2000-2019_biweekly_terciled.zarr/t2m/2.0.1.0.0
+  - '@id': https://renkulab.io/blob/f9e5eb0c2e00829924d843b3135d4ef15f2b5ac4/data/hindcast-like-observations_2000-2019_biweekly_terciled.zarr/t2m/.zarray
+  - '@id': https://renkulab.io/blob/76645b2dcb81316bc8bccab23902b94c4e934164/data/hindcast-like-observations_2000-2019_biweekly_terciled.zarr/latitude/.zattrs
+  - '@id': https://renkulab.io/blob/f657c79f1144f25a69bb086ea5f1ea15dc080363/data/hindcast-like-observations_2000-2019_biweekly_terciled.zarr/latitude/0
+  - '@id': https://renkulab.io/blob/f657c79f1144f25a69bb086ea5f1ea15dc080363/data/hindcast-like-observations_2000-2019_biweekly_terciled.zarr/latitude/.zarray
+  - '@id': https://renkulab.io/blob/f657c79f1144f25a69bb086ea5f1ea15dc080363/data/hindcast-like-observations_2000-2019_biweekly_terciled.zarr/.zattrs
+  - '@id': https://renkulab.io/blob/f657c79f1144f25a69bb086ea5f1ea15dc080363/data/hindcast-like-observations_2000-2019_biweekly_terciled.zarr/.zgroup
+  - '@id': https://renkulab.io/blob/f9e5eb0c2e00829924d843b3135d4ef15f2b5ac4/data/hindcast-like-observations_2000-2019_biweekly_terciled.zarr/.zmetadata
  http://schema.org/identifier:
-  - '@value': e5c7d143-70c7-41a5-86e4-6f86ea2d17f3
+  - '@value': 9f2a2886-4475-44e8-a229-81c063414dfa
  http://schema.org/image: []
  http://schema.org/isPartOf:
  - '@id': https://renkulab.io/projects/aaron.spring/s2s-ai-challenge-template
@@ -4304,20 +4317,21 @@
  - '@id': https://localhost/datasettags/0.1%40e6ef313e5633d2cdb97455fcbfdafbd8d38e2605
  - '@id': https://localhost/datasettags/0.2%405a224861d821083a3b1936a7c6d767a1ab06ce3e
  - '@id': https://localhost/datasettags/0.3.1%40156e5d47c1daeaa7802a74eb48a6f4a49fc68e57
+  - '@id': https://localhost/datasettags/0.4%40141f4390aaf9589c9ffddb48a925cf253569ef1d
  http://schema.org/url:
-  - '@value': https://renkulab.io/datasets/e5c7d143-70c7-41a5-86e4-6f86ea2d17f3
+  - '@value': https://renkulab.io/datasets/9f2a2886-4475-44e8-a229-81c063414dfa
  http://www.w3.org/2000/01/rdf-schema#label:
-  - '@value': e5c7d143-70c7-41a5-86e4-6f86ea2d17f3
+  - '@value': 9f2a2886-4475-44e8-a229-81c063414dfa
  http://www.w3.org/ns/prov#atLocation:
  - '@value': .renku/datasets/a31a4922-5cbd-4d8e-bee3-435b1fd85282
  http://www.w3.org/ns/prov#wasDerivedFrom:
-  - '@id': https://localhost/urls/%2F%2Frenkulab.io%2Fdatasets%2Fc2b8a1b6-dfc3-4f53-894f-1ef658d7fb22
+  - '@id': https://localhost/urls/%2F%2Frenkulab.io%2Fdatasets%2F02494001-a8f1-43bc-9b68-6d644d7bdbe5
 - '@id': https://renkulab.io/projects/aaron.spring/s2s-ai-challenge-template
  '@type':
  - http://schema.org/Project
  - http://www.w3.org/ns/prov#Location
  http://schema.org/agent:
-  - '@value': 0.14.2
+  - '@value': 0.14.1
  http://schema.org/creator:
  - '@id': mailto:aaron.spring@mpimet.mpg.de
  http://schema.org/dateCreated:

--- a/.renku/metadata.yml
+++ b/.renku/metadata.yml
@@ -2,7 +2,7 @@
 '@type':
 - http://schema.org/Project
 - http://www.w3.org/ns/prov#Location
-http://schema.org/agent: 0.14.2
+http://schema.org/agent: 0.16.0
 http://schema.org/creator:
  '@id': mailto:aaron.spring@mpimet.mpg.de
  '@type':

--- a/CHANGELOG.md
+++ b/CHANGELOG.md
 # CHANGELOG
-### *unreleased*
+### 2021-10-22: `v0.4.1` *release*
-
+- After last minute community feedback (thank you [Sergi Bech Sala](https://renkulab.io/gitlab/sbechsal7) and [Llorenç Lledó](https://renkulab.io/gitlab/llledo)), we decided to modify the way we average the RPS for RPSS. Following [Weigel et al. 2007](https://doi.org/10.1175/MWR3280.1) [#50](https://renkulab.io/gitlab/aaron.spring/s2s-ai-challenge/-/issues/50), [!23](https://renkulab.io/gitlab/aaron.spring/s2s-ai-challenge-template/-/merge_requests/23) implements `RPSS=1-<RPS_ML>/<RPS_clim>`, whereas before we had `RPSS=<1-RPS_ML/RPS_clim>`, where angle brackets `<>` denote the average of the scores over a given number of forecast–observation pairs. Furthermore, we now penalize `NaNs` where numerical values where expected by `RPS=2`.
+- We restart the [`s2saichallengescorer`](https://renkulab.io/gitlab/tasko.olevski/s2s-ai-competition-scoring-image/-/tree/master), which automatically fetches the new scores of previous submissions, so your old submissions are re-evaluated. If you want to evaluate your score yourself, please use the updated [`skill_by_year`](https://renkulab.io/gitlab/aaron.spring/s2s-ai-challenge-template/-/blob/master/notebooks/scripts.py#L200).
+### 2021-07-27: `v0.4` *release*
+---
+**NOTE**
+After community feedback, we changed the ground truth observations files. Please update these files into your training pipeline if you used them before:
+- [hindcast-like-observations_2000-2019_biweekly_tercile-edges.nc](https://renkulab.io/gitlab/aaron.spring/s2s-ai-challenge-template/-/blob/master/data/hindcast-like-observations_2000-2019_biweekly_tercile-edges.nc)
+- [hindcast-like-observations_2000-2019_biweekly_deterministic.zarr](https://renkulab.io/gitlab/aaron.spring/s2s-ai-challenge-template/-/tree/master/data/hindcast-like-observations_2000-2019_biweekly_deterministic.zarr)
+- [hindcast-like-observations_2000-2019_biweekly_terciled.zarr](https://renkulab.io/gitlab/aaron.spring/s2s-ai-challenge-template/-/tree/master/data/hindcast-like-observations_2000-2019_biweekly_terciled.zarr)
+---
+- add `eccodes` to [`environment.yml`](https://renkulab.io/gitlab/aaron.spring/s2s-ai-challenge-template/-/blob/master/environment.yml) to resolve `cfgrib` `ImportError` (https://renkulab.io/gitlab/aaron.spring/s2s-ai-challenge/-/issues/26, !15, [Aaron Spring](https://renkulab.io/gitlab/aaron.spring))
+- Create categories by `groupby('week')`. (https://renkulab.io/gitlab/aaron.spring/s2s-ai-challenge/-/issues/29, !18 [Aaron Spring](https://renkulab.io/gitlab/aaron.spring) with help from [Sergi Bech Sala](https://renkulab.io/gitlab/sbechsal7) and [Llorenç Lledó](https://renkulab.io/gitlab/llledo))
+- Regrid observations `conservative`ly with [xesmf](https://pangeo-xesmf.readthedocs.io/) (https://renkulab.io/gitlab/aaron.spring/s2s-ai-challenge/-/issues/32, !18, [Aaron Spring](https://renkulab.io/gitlab/aaron.spring) with help from [Arlan Dirkson](https://renkulab.io/gitlab/arlan.dirkson))
+- Observations now have data at `longitude=0` (https://renkulab.io/gitlab/aaron.spring/s2s-ai-challenge/-/issues/35, !18, [Aaron Spring](https://renkulab.io/gitlab/aaron.spring) with help from [Sergi Bech Sala](https://renkulab.io/gitlab/sbechsal7))
+- Missing `tp` observations after leap days added (https://renkulab.io/gitlab/aaron.spring/s2s-ai-challenge/-/issues/31, !18, [Aaron Spring](https://renkulab.io/gitlab/aaron.spring) with help from [David Landry](https://renkulab.io/gitlab/david.landry))
+- `conservative`ly regridded and `groupby('week')` observations are now also used by `s2saichallengescorer` (https://renkulab.io/gitlab/tasko.olevski/s2s-ai-competition-scoring-image/-/merge_requests/4, [Aaron Spring](https://renkulab.io/gitlab/aaron.spring))
 ### 2021-06-19: `v0.3.1` *release*

--- a/Dockerfile
+++ b/Dockerfile
@@ -27,14 +27,24 @@ RUN conda env update -q -f /tmp/environment.yml && \
 # RENKU_VERSION determines the version of the renku CLI
 # that will be used in this image. To find the latest version,
 # visit https://pypi.org/project/renku/#history.
-ARG RENKU_VERSION=0.15.1
+ARG RENKU_VERSION=0.16.2
 ########################################################
 # Do not edit this section and do not add anything below
+# Install renku from pypi or from github if it's a dev version
 RUN if [ -n "$RENKU_VERSION" ] ; then \
-    pipx uninstall renku && \
+        source .renku/venv/bin/activate ; \
-    pipx install --force renku==${RENKU_VERSION} \
+        currentversion=$(renku --version) ; \
-    ; fi
+        if [ "$RENKU_VERSION" != "$currentversion" ] ; then \
+            pip uninstall renku ; \
+            gitversion=$(echo "$RENKU_VERSION" | sed -n "s/^[[:digit:]]\+\.[[:digit:]]\+\.[[:digit:]]\+\(\.dev[[:digit:]]\+\)*\(+g\([a-f0-9]\+\)\)*\(+dirty\)*$/\3/p") ; \
+            if [ -n "$gitversion" ] ; then \
+                pip install --force "git+https://github.com/SwissDataScienceCenter/renku-python.git@$gitversion" ;\
+            else \
+                pip install --force renku==${RENKU_VERSION} pyshacl==0.17.0.post1 ;\
+            fi \
+        fi \
+    fi
 ########################################################
\ No newline at end of file
--- a/README.md
+++ b/README.md
@@ -5,9 +5,14 @@ the `s2s-ai-challenge`.
 You were likely referred here from the [public website](https://s2s-ai-challenge.github.io/).
-If you have already forked this project before June 1st 2021, please fork again or pull recent changes.
+The submission period for the `s2s-ai-challenge` ended. Please find the steps to join the competition for documentation purposes below.
+However, the `s2saichallengescorer` still remains active. So you can still verify your 2020 predictions in the future and they will show up in the [RPSS leaderboard](https://renkulab.io/gitlab/aaron.spring/s2s-ai-challenge-leaderboard), but do not qualify for prizes.
+---
+If you have already forked this project, please fork again or pull recent changes.
 Major changes will be also announced on the [challenge website](https://s2s-ai-challenge.github.io/#announcements).
-This template repository will have release tags for orientation.
+This template repository will have release tags to track changes.
 Find an overview of [repositories and websites](https://renkulab.io/gitlab/aaron.spring/s2s-ai-challenge/-/wikis/Flow-of-information:-Where-do-I-find-what%3F).

--- a/data/forecast-like-observations_2020_biweekly_deterministic.zarr/t2m/.zattrs
+++ b/data/forecast-like-observations_2020_biweekly_deterministic.zarr/t2m/.zattrs
--- a/data/forecast-like-observations_2020_biweekly_deterministic.zarr/t2m/0.0.0.0
+++ b/data/forecast-like-observations_2020_biweekly_deterministic.zarr/t2m/0.0.0.0
--- a/data/forecast-like-observations_2020_biweekly_deterministic.zarr/tp/.zattrs
+++ b/data/forecast-like-observations_2020_biweekly_deterministic.zarr/tp/.zattrs
--- a/data/forecast-like-observations_2020_biweekly_deterministic.zarr/tp/0.0.0.0
+++ b/data/forecast-like-observations_2020_biweekly_deterministic.zarr/tp/0.0.0.0
--- a/data/forecast-like-observations_2020_biweekly_terciled.nc
+++ b/data/forecast-like-observations_2020_biweekly_terciled.nc
--- a/data/hindcast-like-observations_2000-2019_biweekly_deterministic.zarr/t2m/.zattrs
+++ b/data/hindcast-like-observations_2000-2019_biweekly_deterministic.zarr/t2m/.zattrs
--- a/data/hindcast-like-observations_2000-2019_biweekly_deterministic.zarr/t2m/0.0.0.0
+++ b/data/hindcast-like-observations_2000-2019_biweekly_deterministic.zarr/t2m/0.0.0.0
--- a/data/hindcast-like-observations_2000-2019_biweekly_deterministic.zarr/t2m/0.1.0.0
+++ b/data/hindcast-like-observations_2000-2019_biweekly_deterministic.zarr/t2m/0.1.0.0
--- a/data/hindcast-like-observations_2000-2019_biweekly_deterministic.zarr/tp/.zattrs
+++ b/data/hindcast-like-observations_2000-2019_biweekly_deterministic.zarr/tp/.zattrs
--- a/data/hindcast-like-observations_2000-2019_biweekly_deterministic.zarr/tp/0.0.0.0
+++ b/data/hindcast-like-observations_2000-2019_biweekly_deterministic.zarr/tp/0.0.0.0
--- a/data/hindcast-like-observations_2000-2019_biweekly_deterministic.zarr/tp/0.1.0.0
+++ b/data/hindcast-like-observations_2000-2019_biweekly_deterministic.zarr/tp/0.1.0.0
--- a/data/hindcast-like-observations_2000-2019_biweekly_tercile-edges.nc
+++ b/data/hindcast-like-observations_2000-2019_biweekly_tercile-edges.nc
--- a/data/hindcast-like-observations_2000-2019_biweekly_terciled.zarr/t2m/0.0.0.0.0
+++ b/data/hindcast-like-observations_2000-2019_biweekly_terciled.zarr/t2m/0.0.0.0.0
--- a/data/hindcast-like-observations_2000-2019_biweekly_terciled.zarr/t2m/0.0.1.0.0
+++ b/data/hindcast-like-observations_2000-2019_biweekly_terciled.zarr/t2m/0.0.1.0.0
--- a/data/hindcast-like-observations_2000-2019_biweekly_terciled.zarr/t2m/1.0.0.0.0
+++ b/data/hindcast-like-observations_2000-2019_biweekly_terciled.zarr/t2m/1.0.0.0.0
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