{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:LVDBGKEKGXTGD4YROKUQ6EVA3Z","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":"3ab903ea87afd28e514f36cfad070220cf49c6439dae6de0a2bc86bf76c9b518","cross_cats_sorted":["cs.AI","cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-11-27T01:06:05Z","title_canon_sha256":"6027fa0378e413e2bd39a1b2caccc763125f60acabed63aa52c96d57efad33aa"},"schema_version":"1.0","source":{"id":"2411.17973","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2411.17973","created_at":"2026-07-05T10:53:13Z"},{"alias_kind":"arxiv_version","alias_value":"2411.17973v2","created_at":"2026-07-05T10:53:13Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2411.17973","created_at":"2026-07-05T10:53:13Z"},{"alias_kind":"pith_short_12","alias_value":"LVDBGKEKGXTG","created_at":"2026-07-05T10:53:13Z"},{"alias_kind":"pith_short_16","alias_value":"LVDBGKEKGXTGD4YR","created_at":"2026-07-05T10:53:13Z"},{"alias_kind":"pith_short_8","alias_value":"LVDBGKEK","created_at":"2026-07-05T10:53:13Z"}],"graph_snapshots":[{"event_id":"sha256:a17f7176fb8c2e7dcf16b16567c51e9b7e171d5467fcfaa3228a6d21b4a95ee3","target":"graph","created_at":"2026-07-05T10:53:13Z","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/2411.17973/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"The forest serves as the most significant terrestrial carbon stock mechanism, effectively reducing atmospheric CO2 concentrations and mitigating climate change. Remote sensing provides high data accuracy and enables large-scale observations. Optical images facilitate long-term monitoring, which is crucial for future carbon stock estimation studies. This study focuses on Huize County, Qujing City, Yunnan Province, China, utilizing GF-1 WFV satellite imagery. The KD-VGG and KD-UNet modules were introduced for initial feature extraction, and the improved implicit diffusion model (IIDM) was propos","authors_text":"Jinnian Wang, Mohd Yamani Idna Idris, Zhenyu Yu","cross_cats":["cs.AI","cs.LG"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-11-27T01:06:05Z","title":"Improved implicit diffusion model with knowledge distillation to estimate the spatial distribution density of carbon stock in remote sensing imagery"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2411.17973","kind":"arxiv","version":2},"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":"sha256:0f832915f1bfacdaf72694af6b6ee4eec55182845090ebf1bd55186f0f6b4a93","target":"record","created_at":"2026-07-05T10:53:13Z","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":"3ab903ea87afd28e514f36cfad070220cf49c6439dae6de0a2bc86bf76c9b518","cross_cats_sorted":["cs.AI","cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-11-27T01:06:05Z","title_canon_sha256":"6027fa0378e413e2bd39a1b2caccc763125f60acabed63aa52c96d57efad33aa"},"schema_version":"1.0","source":{"id":"2411.17973","kind":"arxiv","version":2}},"canonical_sha256":"5d4613288a35e661f31172a90f12a0de68b5a156b2467b11dddae0c95e18d64c","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"5d4613288a35e661f31172a90f12a0de68b5a156b2467b11dddae0c95e18d64c","first_computed_at":"2026-07-05T10:53:13.630591Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T10:53:13.630591Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"6jw4OumgthYEaZuQ12Ystu+VG9ythJr4VB3vYt0YyuvSBjqpCjlQcAU0xqTt/ZtPahSf/gEnKuCs44TBX67KCA==","signature_status":"signed_v1","signed_at":"2026-07-05T10:53:13.631112Z","signed_message":"canonical_sha256_bytes"},"source_id":"2411.17973","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:0f832915f1bfacdaf72694af6b6ee4eec55182845090ebf1bd55186f0f6b4a93","sha256:a17f7176fb8c2e7dcf16b16567c51e9b7e171d5467fcfaa3228a6d21b4a95ee3"],"state_sha256":"032399ba328f788f65124524aaac89540324d0acbc0adf48e7c2053fa207624a"}