{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2024:Z4SA4G7UMJDDPSDNKQXPSBBCWA","short_pith_number":"pith:Z4SA4G7U","canonical_record":{"source":{"id":"2411.10144","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"physics.ao-ph","submitted_at":"2024-11-15T12:36:01Z","cross_cats_sorted":["cs.LG"],"title_canon_sha256":"2921e3aa3ef7d94fd3f25d0fbe3fa2014ecaea6dc5298110301f52827ee4e27a","abstract_canon_sha256":"c56362bf07f1ec19b401ef7521f3c38b1d2028420a6dda62fe4d657b5d7390c1"},"schema_version":"1.0"},"canonical_sha256":"cf240e1bf4624637c86d542ef90422b02b20e124c9c219667cc7efbee78ccf98","source":{"kind":"arxiv","id":"2411.10144","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2411.10144","created_at":"2026-07-05T09:36:00Z"},{"alias_kind":"arxiv_version","alias_value":"2411.10144v1","created_at":"2026-07-05T09:36:00Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2411.10144","created_at":"2026-07-05T09:36:00Z"},{"alias_kind":"pith_short_12","alias_value":"Z4SA4G7UMJDD","created_at":"2026-07-05T09:36:00Z"},{"alias_kind":"pith_short_16","alias_value":"Z4SA4G7UMJDDPSDN","created_at":"2026-07-05T09:36:00Z"},{"alias_kind":"pith_short_8","alias_value":"Z4SA4G7U","created_at":"2026-07-05T09:36:00Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2024:Z4SA4G7UMJDDPSDNKQXPSBBCWA","target":"record","payload":{"canonical_record":{"source":{"id":"2411.10144","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"physics.ao-ph","submitted_at":"2024-11-15T12:36:01Z","cross_cats_sorted":["cs.LG"],"title_canon_sha256":"2921e3aa3ef7d94fd3f25d0fbe3fa2014ecaea6dc5298110301f52827ee4e27a","abstract_canon_sha256":"c56362bf07f1ec19b401ef7521f3c38b1d2028420a6dda62fe4d657b5d7390c1"},"schema_version":"1.0"},"canonical_sha256":"cf240e1bf4624637c86d542ef90422b02b20e124c9c219667cc7efbee78ccf98","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T09:36:00.605268Z","signature_b64":"qt6ulcRFOd02n4ykmO/hja/VniFubpJdr+JON6aWyfbYmtU68ajeLlra+DjNGT0gadY65YKnzrhEGsdc+uomBg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"cf240e1bf4624637c86d542ef90422b02b20e124c9c219667cc7efbee78ccf98","last_reissued_at":"2026-07-05T09:36:00.604799Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T09:36:00.604799Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2411.10144","source_version":1,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T09:36:00Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"Wh5NQFwN/d84UEXLbRBuWa7OR4v1OWc/T1FAiabDJ4bNqTUTJC8NC60ggIm6MLJSraSiAJ4ZBweKRh04Yzi5AA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-11T06:14:40.351047Z"},"content_sha256":"2c678920422b429bef86a200cdb0f8b36a3a8dea693626e81b126397bfaee9ea","schema_version":"1.0","event_id":"sha256:2c678920422b429bef86a200cdb0f8b36a3a8dea693626e81b126397bfaee9ea"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2024:Z4SA4G7UMJDDPSDNKQXPSBBCWA","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"DaYu: Data-Driven Model for Geostationary Satellite Observed Cloud Images Forecasting","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.LG"],"primary_cat":"physics.ao-ph","authors_text":"Bin Guo, Cuiping Liu, Feng Zhang, Haoyang Fu, Jingwei Li, Renhe Zhang, Wenwen Li, Xujun Wei, Xu Tang","submitted_at":"2024-11-15T12:36:01Z","abstract_excerpt":"In the past few years, Artificial Intelligence (AI)-based weather forecasting methods have widely demonstrated strong competitiveness among the weather forecasting systems. However, these methods are insufficient for high-spatial-resolution short-term nowcasting within 6 hours, which is crucial for warning short-duration, mesoscale and small-scale weather events. Geostationary satellite remote sensing provides detailed, high spatio-temporal and all-day observations, which can address the above limitations of existing methods. Therefore, this paper proposed an advanced data-driven thermal infra"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2411.10144","kind":"arxiv","version":1},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2411.10144/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"verdict_id":null},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T09:36:00Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"kFhaJ2w1ZUbRk3zUCjUKmtQMjiKBy/2N6rxJyGE3Hi9tA0BY3tU2I10dXqemMJzAK4ibcFOQyhUfOOTbSMZOCQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-11T06:14:40.351742Z"},"content_sha256":"7adc26da7af9fe2bb290f2cfcfb724fe7b497024c397b65e3b18edc881939f3a","schema_version":"1.0","event_id":"sha256:7adc26da7af9fe2bb290f2cfcfb724fe7b497024c397b65e3b18edc881939f3a"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/Z4SA4G7UMJDDPSDNKQXPSBBCWA/bundle.json","state_url":"https://pith.science/pith/Z4SA4G7UMJDDPSDNKQXPSBBCWA/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/Z4SA4G7UMJDDPSDNKQXPSBBCWA/bundle.json","status":"primary"}],"public_keys":[{"key_id":"pith-v1-2026-05","algorithm":"ed25519","format":"raw","public_key_b64":"stVStoiQhXFxp4s2pdzPNoqVNBMojDU/fJ2db5S3CbM=","public_key_hex":"b2d552b68890857171a78b36a5dccf368a953413288c353f7c9d9d6f94b709b3","fingerprint_sha256_b32_first128bits":"RVFV5Z2OI2J3ZUO7ERDEBCYNKS","fingerprint_sha256_hex":"8d4b5ee74e4693bcd1df2446408b0d54","rotates_at":null,"url":"https://pith.science/pith-signing-key.json","notes":"Pith uses this Ed25519 key to sign canonical record SHA-256 digests. Verify with: ed25519_verify(public_key, message=canonical_sha256_bytes, signature=base64decode(signature_b64))."}],"merge_version":"pith-open-graph-merge-v1","built_at":"2026-08-11T06:14:40Z","links":{"resolver":"https://pith.science/pith/Z4SA4G7UMJDDPSDNKQXPSBBCWA","bundle":"https://pith.science/pith/Z4SA4G7UMJDDPSDNKQXPSBBCWA/bundle.json","state":"https://pith.science/pith/Z4SA4G7UMJDDPSDNKQXPSBBCWA/state.json","well_known_bundle":"https://pith.science/.well-known/pith/Z4SA4G7UMJDDPSDNKQXPSBBCWA/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:Z4SA4G7UMJDDPSDNKQXPSBBCWA","merge_version":"pith-open-graph-merge-v1","event_count":2,"valid_event_count":2,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"c56362bf07f1ec19b401ef7521f3c38b1d2028420a6dda62fe4d657b5d7390c1","cross_cats_sorted":["cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"physics.ao-ph","submitted_at":"2024-11-15T12:36:01Z","title_canon_sha256":"2921e3aa3ef7d94fd3f25d0fbe3fa2014ecaea6dc5298110301f52827ee4e27a"},"schema_version":"1.0","source":{"id":"2411.10144","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2411.10144","created_at":"2026-07-05T09:36:00Z"},{"alias_kind":"arxiv_version","alias_value":"2411.10144v1","created_at":"2026-07-05T09:36:00Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2411.10144","created_at":"2026-07-05T09:36:00Z"},{"alias_kind":"pith_short_12","alias_value":"Z4SA4G7UMJDD","created_at":"2026-07-05T09:36:00Z"},{"alias_kind":"pith_short_16","alias_value":"Z4SA4G7UMJDDPSDN","created_at":"2026-07-05T09:36:00Z"},{"alias_kind":"pith_short_8","alias_value":"Z4SA4G7U","created_at":"2026-07-05T09:36:00Z"}],"graph_snapshots":[{"event_id":"sha256:7adc26da7af9fe2bb290f2cfcfb724fe7b497024c397b65e3b18edc881939f3a","target":"graph","created_at":"2026-07-05T09:36:00Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"graph_snapshot":{"author_claims":{"count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","strong_count":0},"builder_version":"pith-number-builder-2026-05-17-v1","claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"integrity":{"available":true,"clean":true,"detectors_run":[],"endpoint":"/pith/2411.10144/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"In the past few years, Artificial Intelligence (AI)-based weather forecasting methods have widely demonstrated strong competitiveness among the weather forecasting systems. However, these methods are insufficient for high-spatial-resolution short-term nowcasting within 6 hours, which is crucial for warning short-duration, mesoscale and small-scale weather events. Geostationary satellite remote sensing provides detailed, high spatio-temporal and all-day observations, which can address the above limitations of existing methods. Therefore, this paper proposed an advanced data-driven thermal infra","authors_text":"Bin Guo, Cuiping Liu, Feng Zhang, Haoyang Fu, Jingwei Li, Renhe Zhang, Wenwen Li, Xujun Wei, Xu Tang","cross_cats":["cs.LG"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"physics.ao-ph","submitted_at":"2024-11-15T12:36:01Z","title":"DaYu: Data-Driven Model for Geostationary Satellite Observed Cloud Images Forecasting"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2411.10144","kind":"arxiv","version":1},"verdict":{"created_at":null,"id":null,"model_set":{},"one_line_summary":"","pipeline_version":null,"pith_extraction_headline":"","strongest_claim":"","weakest_assumption":""}},"verdict_id":null}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:2c678920422b429bef86a200cdb0f8b36a3a8dea693626e81b126397bfaee9ea","target":"record","created_at":"2026-07-05T09:36:00Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"attestation_state":"computed","canonical_record":{"metadata":{"abstract_canon_sha256":"c56362bf07f1ec19b401ef7521f3c38b1d2028420a6dda62fe4d657b5d7390c1","cross_cats_sorted":["cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"physics.ao-ph","submitted_at":"2024-11-15T12:36:01Z","title_canon_sha256":"2921e3aa3ef7d94fd3f25d0fbe3fa2014ecaea6dc5298110301f52827ee4e27a"},"schema_version":"1.0","source":{"id":"2411.10144","kind":"arxiv","version":1}},"canonical_sha256":"cf240e1bf4624637c86d542ef90422b02b20e124c9c219667cc7efbee78ccf98","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"cf240e1bf4624637c86d542ef90422b02b20e124c9c219667cc7efbee78ccf98","first_computed_at":"2026-07-05T09:36:00.604799Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T09:36:00.604799Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"qt6ulcRFOd02n4ykmO/hja/VniFubpJdr+JON6aWyfbYmtU68ajeLlra+DjNGT0gadY65YKnzrhEGsdc+uomBg==","signature_status":"signed_v1","signed_at":"2026-07-05T09:36:00.605268Z","signed_message":"canonical_sha256_bytes"},"source_id":"2411.10144","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:2c678920422b429bef86a200cdb0f8b36a3a8dea693626e81b126397bfaee9ea","sha256:7adc26da7af9fe2bb290f2cfcfb724fe7b497024c397b65e3b18edc881939f3a"],"state_sha256":"81ef447d9e7d6345bbd5073126e3f2f1bcb91da96400380d1156867bc5d99d15"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"/2mypCbvYLmFHg2jC/8TncpVoXh4RapA3mukkz0RQpFScx21aFcaHsc5PEGaoD+QtRETqn4wbmwoiT4I8D6EAQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-11T06:14:40.357632Z","bundle_sha256":"c0ca0669da005e48a1f678c9c0689467f63d17a3d0dfcf06494af5122344eb44"}}