{"project":{"engine":"NATRO by OL-S-cloud","creator":"OL-S-cloud","projectUrl":"https://natro.xyz","datasetInfrastructurePercent":100,"verifiedDatasets":5,"totalDatasets":5,"state":"DATA_INFRASTRUCTURE_ACTIVE"},"generatedAt":"2026-09-29T21:03:28.744Z","summary":{"verified":5,"reachable":5,"total":5,"scientificState":"PRE-RESULTS"},"datasets":[{"slug":"telemanom","name":"Telemanom — NASA SMAP / MSL","status":"VERIFIED","agency":"NASA / JPL","format":"NumPy arrays + anomaly labels","role":"Labeled reproducibility benchmark","scale":"82 train arrays · 82 test arrays · 81 labelled channels","observationUnit":"Multivariate channel timestep","fieldGroups":[{"name":"timestamp","type":"time index","description":"Ordered observation position used to align telemetry and anomaly intervals."},{"name":"channel_id","type":"categorical","description":"Telemetry stream identifier for SMAP/MSL benchmark channels."},{"name":"signal_value","type":"numeric","description":"Observed telemetry value at each timestep."},{"name":"anomaly_sequence","type":"label","description":"Published anomaly interval used for reproducibility evaluation."},{"name":"spacecraft","type":"categorical","description":"Mission grouping used to separate SMAP and MSL benchmark sources."}],"notes":"Canonical historical comparison baseline. Useful for reproducibility, not sufficient alone for the current NATRO scientific claim.","source":"NASA/JPL benchmark implementation","access":"Public repository","reachable":true,"httpStatus":200,"latencyMs":125,"checkedAt":"2026-09-29T21:03:28.096Z","stages":{"sourceVerified":true,"sourceReachable":true,"ingestionConfigured":false,"schemaValidated":false,"experimentReady":false}},{"slug":"adapt","name":"NASA ADAPT","status":"VERIFIED","agency":"NASA Ames","format":"Multivariate testbed telemetry","role":"Controlled system and sensing fault experiments","scale":"128 sensors · 2 Hz acquisition","observationUnit":"Electrical power-system sensor sample","fieldGroups":[{"name":"sensor_channel","type":"telemetry","description":"Physical measurement channel from the aerospace electrical-power testbed."},{"name":"sensor_value","type":"numeric","description":"Observed electrical or component-state measurement."},{"name":"time","type":"timestamp","description":"Experiment-relative observation time."},{"name":"fault_condition","type":"experiment label","description":"Controlled physical fault or altered operating condition."},{"name":"experiment_run","type":"provenance","description":"Run identifier supporting controlled system-vs-observation experiments."}],"notes":"Controlled aerospace testbed rather than operational spacecraft telemetry; valuable because physical faults can be introduced deliberately.","source":"NASA Open Data Portal","access":"Public dataset archive","reachable":true,"httpStatus":200,"latencyMs":426,"checkedAt":"2026-09-29T21:03:28.400Z","stages":{"sourceVerified":true,"sourceReachable":true,"ingestionConfigured":false,"schemaValidated":false,"experimentReady":false}},{"slug":"icesat2","name":"ICESat-2 ATL02 Version 7","status":"VERIFIED","agency":"NASA / NSIDC DAAC","format":"HDF5 · Level-1B converted telemetry","role":"Current heterogeneous orbital telemetry","scale":"Mission coverage from 13 Oct 2018 to present","observationUnit":"ATLAS engineering telemetry record","fieldGroups":[{"name":"time_ordered_telemetry","type":"HDF5 groups","description":"Converted ATLAS engineering telemetry used in system-level quality control."},{"name":"instrument_state","type":"engineering","description":"Instrument configuration and state information represented in ATL02 telemetry groups."},{"name":"sensor_characteristics","type":"engineering","description":"Sensor and instrument characteristics exposed by the Level-1B product."},{"name":"timing","type":"time","description":"Mission and instrument timing needed to align telemetry observations."},{"name":"calibration_quality","type":"metadata","description":"Calibration and product metadata required for defensible reliability analysis."}],"notes":"Official Version 7 has a published data dictionary. Earthdata authentication is required for file access; metadata discovery is public.","source":"NASA Earthdata CMR","access":"CMR metadata public; file access authenticated","reachable":true,"httpStatus":200,"latencyMs":103,"checkedAt":"2026-09-29T21:03:28.094Z","stages":{"sourceVerified":true,"sourceReachable":true,"ingestionConfigured":true,"schemaValidated":false,"experimentReady":false}},{"slug":"meda","name":"Mars 2020 MEDA","status":"VERIFIED","agency":"NASA / PDS","format":"PDS4 labels + CSV products","role":"Extreme-environment multisensor and quality-aware data","scale":"One-sol products across multiple sensor subsystems","observationUnit":"Sensor observation within a Mars sol","fieldGroups":[{"name":"SCLK / LMST / LTST","type":"time","description":"Spacecraft clock, Local Mean Solar Time and Local True Solar Time references."},{"name":"ATS","type":"air temperature","description":"Calibrated Air Temperature Sensor observations."},{"name":"PS","type":"pressure","description":"Atmospheric pressure sensor products."},{"name":"RHS","type":"humidity","description":"Relative Humidity Sensor observations and derived context."},{"name":"TIRS","type":"thermal infrared","description":"Thermal Infrared Sensor measurements including surface/thermal context."},{"name":"WIND","type":"wind","description":"Wind speed and direction products."},{"name":"RDS","type":"radiation / dust","description":"Radiation and Dust Sensor measurements."},{"name":"ENG","type":"engineering","description":"Engineering telemetry associated with MEDA instrument operation."}],"notes":"MEDA separates calibrated and derived products by sensor subsystem and carries native timing and engineering context useful for observation-reliability experiments.","source":"NASA Planetary Data System","access":"Public archive","reachable":true,"httpStatus":200,"latencyMs":56,"checkedAt":"2026-09-29T21:03:28.050Z","stages":{"sourceVerified":true,"sourceReachable":true,"ingestionConfigured":false,"schemaValidated":false,"experimentReady":false}},{"slug":"esa-adb","name":"ESA-ADB v2","status":"VERIFIED","agency":"European Space Agency","format":"Operational satellite telemetry benchmark","role":"Independent operational validation","scale":"~1.5B datapoints · 224 channels · 6 subsystems","observationUnit":"Operational satellite telemetry sample","fieldGroups":[{"name":"telemetry_channel","type":"multivariate telemetry","description":"Operational telemetry stream belonging to a spacecraft subsystem."},{"name":"timestamp","type":"time","description":"Time reference used to align telemetry, rare events and anomaly intervals."},{"name":"subsystem","type":"categorical","description":"Subsystem grouping for cross-channel reasoning."},{"name":"anomaly_event","type":"label","description":"Published anomaly annotations for benchmark evaluation."},{"name":"rare_event","type":"event context","description":"Rare but potentially non-fault operational events."},{"name":"telecommand_context","type":"operations context","description":"Command activity that can help distinguish operational changes from faults."}],"notes":"Independent external validation source with real operational telemetry, anomaly labels, rare-event context and telecommands.","source":"ESA benchmark / Zenodo archive","access":"Public dataset archive","reachable":true,"httpStatus":200,"latencyMs":746,"checkedAt":"2026-09-29T21:03:28.743Z","stages":{"sourceVerified":true,"sourceReachable":true,"ingestionConfigured":false,"schemaValidated":false,"experimentReady":false}}],"milestones":[{"name":"Dataset establishment","done":5,"total":5},{"name":"Reproducibility interface","done":2,"total":4},{"name":"Variable inventory","done":2,"total":5},{"name":"Research cohort construction","done":0,"total":5},{"name":"ML baselines","done":0,"total":4},{"name":"Reliability experiments","done":0,"total":4},{"name":"Explainability","done":0,"total":3},{"name":"Results","done":0,"total":3}]}