Douvras Labs datasets and models
Collection
Synthetic Douvras Labs artifacts. Cards list license, splits, baseline and limits. M01 weights and D20 stay unpublished. • 342 items • Updated
episode_id string | event_label string | fusion_policy string | id string | present_sensors list | record_hash string | sampling_interval_s int64 | sensors dict | source_artifact string | split string | synthetic bool | task_id string | timestamp_index int64 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
ENV-SYN-01 | NORMAL | normalized deviation with missingness flag | ENV-SYN-01-T0 | [
"air_quality_index",
"noise_db",
"traffic_index",
"light_lux",
"temperature_c"
] | d9af0a17849b0d3048bda46493e5f47b50b446b4bae0da3991310daf84fc4850 | 60 | {
"air_quality_index": 40,
"light_lux": 500,
"noise_db": 45,
"temperature_c": 24,
"traffic_index": 20
} | projetos/conceitos/03_infra_ambiental_planetaria/sensor-fusion | train | true | ENV-SYN-01 | 0 |
ENV-SYN-01 | NORMAL | normalized deviation with missingness flag | ENV-SYN-01-T1 | [
"air_quality_index",
"noise_db",
"traffic_index",
"light_lux",
"temperature_c"
] | e6a7923a67fa98bff6944a54efab9d28659859e2e928ef9922560090b35ce06c | 60 | {
"air_quality_index": 40,
"light_lux": 500,
"noise_db": 45,
"temperature_c": 24,
"traffic_index": 20
} | projetos/conceitos/03_infra_ambiental_planetaria/sensor-fusion | train | true | ENV-SYN-01 | 1 |
ENV-SYN-01 | NORMAL | normalized deviation with missingness flag | ENV-SYN-01-T2 | [
"air_quality_index",
"noise_db",
"traffic_index",
"light_lux",
"temperature_c"
] | c42ee9eac6c749cbafdc9cbbd3f8aab92116981e93d47336be855bf9e791372e | 60 | {
"air_quality_index": 40,
"light_lux": 500,
"noise_db": 45,
"temperature_c": 24,
"traffic_index": 20
} | projetos/conceitos/03_infra_ambiental_planetaria/sensor-fusion | train | true | ENV-SYN-01 | 2 |
ENV-SYN-01 | NORMAL | normalized deviation with missingness flag | ENV-SYN-01-T3 | [
"air_quality_index",
"noise_db",
"traffic_index",
"light_lux",
"temperature_c"
] | da61903ae0a82afe167f2a85630311d200da787d6aa07745b94fe41569108b2b | 60 | {
"air_quality_index": 40,
"light_lux": 500,
"noise_db": 45,
"temperature_c": 24,
"traffic_index": 20
} | projetos/conceitos/03_infra_ambiental_planetaria/sensor-fusion | train | true | ENV-SYN-01 | 3 |
ENV-SYN-01 | NORMAL | normalized deviation with missingness flag | ENV-SYN-01-T4 | [
"air_quality_index",
"noise_db",
"traffic_index",
"light_lux",
"temperature_c"
] | 2bdd411dba1211776b233e10909d21e78967c5d5f26e76b4534e3f93dff40faa | 60 | {
"air_quality_index": 40,
"light_lux": 500,
"noise_db": 45,
"temperature_c": 24,
"traffic_index": 20
} | projetos/conceitos/03_infra_ambiental_planetaria/sensor-fusion | train | true | ENV-SYN-01 | 4 |
ENV-SYN-01 | NORMAL | normalized deviation with missingness flag | ENV-SYN-01-T5 | [
"air_quality_index",
"noise_db",
"traffic_index",
"light_lux",
"temperature_c"
] | 0fa3a64b2683fa0f4f03f90dc669139311d4ccf350db97968484cfc30e0a8c01 | 60 | {
"air_quality_index": 40,
"light_lux": 500,
"noise_db": 45,
"temperature_c": 24,
"traffic_index": 20
} | projetos/conceitos/03_infra_ambiental_planetaria/sensor-fusion | train | true | ENV-SYN-01 | 5 |
ENV-SYN-02 | NORMAL | normalized deviation with missingness flag | ENV-SYN-02-T0 | [
"air_quality_index",
"noise_db",
"traffic_index",
"light_lux",
"temperature_c"
] | 52b654795256326738faf01fe560e165b65f25939c8649650d748ee8763ce673 | 60 | {
"air_quality_index": 40,
"light_lux": 500,
"noise_db": 45,
"temperature_c": 24,
"traffic_index": 20
} | projetos/conceitos/03_infra_ambiental_planetaria/sensor-fusion | train | true | ENV-SYN-02 | 0 |
ENV-SYN-02 | NORMAL | normalized deviation with missingness flag | ENV-SYN-02-T1 | [
"air_quality_index",
"noise_db",
"traffic_index",
"light_lux",
"temperature_c"
] | e7e5f51b58533b9dc469bd47ffb530efd46d0b836b17956e2b96bd35b06378d5 | 60 | {
"air_quality_index": 40,
"light_lux": 500,
"noise_db": 45,
"temperature_c": 24,
"traffic_index": 20
} | projetos/conceitos/03_infra_ambiental_planetaria/sensor-fusion | train | true | ENV-SYN-02 | 1 |
ENV-SYN-02 | NORMAL | normalized deviation with missingness flag | ENV-SYN-02-T2 | [
"air_quality_index",
"noise_db",
"traffic_index",
"light_lux",
"temperature_c"
] | 2d3cc688564cfad13545d9ce98c1e5bab70c931f019b02715ec93c4a4ac395f4 | 60 | {
"air_quality_index": 40,
"light_lux": 500,
"noise_db": 45,
"temperature_c": 24,
"traffic_index": 20
} | projetos/conceitos/03_infra_ambiental_planetaria/sensor-fusion | train | true | ENV-SYN-02 | 2 |
ENV-SYN-02 | AIR_SPIKE | normalized deviation with missingness flag | ENV-SYN-02-T3 | [
"air_quality_index",
"noise_db",
"traffic_index",
"light_lux",
"temperature_c"
] | d875c2e47e18f77a0b47a11f69128c416992559d5eb0f4519631fcb523262041 | 60 | {
"air_quality_index": 100,
"light_lux": 500,
"noise_db": 45,
"temperature_c": 24,
"traffic_index": 20
} | projetos/conceitos/03_infra_ambiental_planetaria/sensor-fusion | train | true | ENV-SYN-02 | 3 |
ENV-SYN-02 | NORMAL | normalized deviation with missingness flag | ENV-SYN-02-T4 | [
"air_quality_index",
"noise_db",
"traffic_index",
"light_lux",
"temperature_c"
] | 1af1fd2e6095d40a82ba6f77bb823675987657e8643960ad4666ca6dd6df960c | 60 | {
"air_quality_index": 40,
"light_lux": 500,
"noise_db": 45,
"temperature_c": 24,
"traffic_index": 20
} | projetos/conceitos/03_infra_ambiental_planetaria/sensor-fusion | train | true | ENV-SYN-02 | 4 |
ENV-SYN-02 | NORMAL | normalized deviation with missingness flag | ENV-SYN-02-T5 | [
"air_quality_index",
"noise_db",
"traffic_index",
"light_lux",
"temperature_c"
] | 14e71483d6bff3f27a51546a48ce3fe0ab1ad57392254a2c10a0994501d79464 | 60 | {
"air_quality_index": 40,
"light_lux": 500,
"noise_db": 45,
"temperature_c": 24,
"traffic_index": 20
} | projetos/conceitos/03_infra_ambiental_planetaria/sensor-fusion | train | true | ENV-SYN-02 | 5 |
ENV-SYN-03 | NORMAL | normalized deviation with missingness flag | ENV-SYN-03-T0 | [
"air_quality_index",
"noise_db",
"traffic_index",
"light_lux",
"temperature_c"
] | a122b447ee1f665b922c14b12f15dc180daa696e8d13c1bded51eac87d3534b4 | 60 | {
"air_quality_index": 40,
"light_lux": 500,
"noise_db": 45,
"temperature_c": 24,
"traffic_index": 20
} | projetos/conceitos/03_infra_ambiental_planetaria/sensor-fusion | train | true | ENV-SYN-03 | 0 |
ENV-SYN-03 | NORMAL | normalized deviation with missingness flag | ENV-SYN-03-T1 | [
"air_quality_index",
"noise_db",
"traffic_index",
"light_lux",
"temperature_c"
] | 4e4ecd3e3df7448ea7851b21fe5f76606ea4ffebb780cbde5e8f50a69ca3d3a8 | 60 | {
"air_quality_index": 40,
"light_lux": 500,
"noise_db": 45,
"temperature_c": 24,
"traffic_index": 20
} | projetos/conceitos/03_infra_ambiental_planetaria/sensor-fusion | train | true | ENV-SYN-03 | 1 |
ENV-SYN-03 | NORMAL | normalized deviation with missingness flag | ENV-SYN-03-T2 | [
"air_quality_index",
"noise_db",
"traffic_index",
"light_lux",
"temperature_c"
] | 30b49fd747bee050717b17ba1bc6b35e5b88101d52b1d852176eded5b3b4c473 | 60 | {
"air_quality_index": 40,
"light_lux": 500,
"noise_db": 45,
"temperature_c": 24,
"traffic_index": 20
} | projetos/conceitos/03_infra_ambiental_planetaria/sensor-fusion | train | true | ENV-SYN-03 | 2 |
ENV-SYN-03 | NOISE_SPIKE | normalized deviation with missingness flag | ENV-SYN-03-T3 | [
"air_quality_index",
"noise_db",
"traffic_index",
"light_lux",
"temperature_c"
] | 450dba5718cb79828aa608985b8084620ad6ffab00dc60e4465115a6b83a4fef | 60 | {
"air_quality_index": 40,
"light_lux": 500,
"noise_db": 80,
"temperature_c": 24,
"traffic_index": 20
} | projetos/conceitos/03_infra_ambiental_planetaria/sensor-fusion | train | true | ENV-SYN-03 | 3 |
ENV-SYN-03 | NORMAL | normalized deviation with missingness flag | ENV-SYN-03-T4 | [
"air_quality_index",
"noise_db",
"traffic_index",
"light_lux",
"temperature_c"
] | 388bcabcd39fc7f8e858b15a19d54c9ccfbb8aebebf05489c5c408e06219cb8f | 60 | {
"air_quality_index": 40,
"light_lux": 500,
"noise_db": 45,
"temperature_c": 24,
"traffic_index": 20
} | projetos/conceitos/03_infra_ambiental_planetaria/sensor-fusion | train | true | ENV-SYN-03 | 4 |
ENV-SYN-03 | NORMAL | normalized deviation with missingness flag | ENV-SYN-03-T5 | [
"air_quality_index",
"noise_db",
"traffic_index",
"light_lux",
"temperature_c"
] | 0a40bf78d90169357c379fc8f63c574c3d6a83cfac052d82ade0c7bcc33c27a7 | 60 | {
"air_quality_index": 40,
"light_lux": 500,
"noise_db": 45,
"temperature_c": 24,
"traffic_index": 20
} | projetos/conceitos/03_infra_ambiental_planetaria/sensor-fusion | train | true | ENV-SYN-03 | 5 |
ENV-SYN-04 | NORMAL | normalized deviation with missingness flag | ENV-SYN-04-T0 | [
"air_quality_index",
"noise_db",
"traffic_index",
"light_lux",
"temperature_c"
] | e01470d2d2faae4fec0a12f9d0aa70e940297b6c5a2d010db74bd9df48b89c92 | 60 | {
"air_quality_index": 40,
"light_lux": 500,
"noise_db": 45,
"temperature_c": 24,
"traffic_index": 20
} | projetos/conceitos/03_infra_ambiental_planetaria/sensor-fusion | train | true | ENV-SYN-04 | 0 |
ENV-SYN-04 | NORMAL | normalized deviation with missingness flag | ENV-SYN-04-T1 | [
"air_quality_index",
"noise_db",
"traffic_index",
"light_lux",
"temperature_c"
] | 66661ebfd265ae14d8bfcf1faef6b2bda5538e30648881436a709cc22a4adf89 | 60 | {
"air_quality_index": 40,
"light_lux": 500,
"noise_db": 45,
"temperature_c": 24,
"traffic_index": 20
} | projetos/conceitos/03_infra_ambiental_planetaria/sensor-fusion | train | true | ENV-SYN-04 | 1 |
ENV-SYN-04 | NORMAL | normalized deviation with missingness flag | ENV-SYN-04-T2 | [
"air_quality_index",
"noise_db",
"traffic_index",
"light_lux",
"temperature_c"
] | 5807fe291ff16bc01698017d0f71f1009dcf3bbc1a7150ff8cfdb949629beb69 | 60 | {
"air_quality_index": 40,
"light_lux": 500,
"noise_db": 45,
"temperature_c": 24,
"traffic_index": 20
} | projetos/conceitos/03_infra_ambiental_planetaria/sensor-fusion | train | true | ENV-SYN-04 | 2 |
ENV-SYN-04 | TRAFFIC_SPIKE | normalized deviation with missingness flag | ENV-SYN-04-T3 | [
"air_quality_index",
"noise_db",
"traffic_index",
"light_lux",
"temperature_c"
] | ce1db98bd3d862f1df5b802ad6dd5125253d7df6a0cd690e36a41addc8ef752e | 60 | {
"air_quality_index": 40,
"light_lux": 500,
"noise_db": 45,
"temperature_c": 24,
"traffic_index": 80
} | projetos/conceitos/03_infra_ambiental_planetaria/sensor-fusion | train | true | ENV-SYN-04 | 3 |
ENV-SYN-04 | NORMAL | normalized deviation with missingness flag | ENV-SYN-04-T4 | [
"air_quality_index",
"noise_db",
"traffic_index",
"light_lux",
"temperature_c"
] | f9d21e30a4b325e97df9d0338392b1ea17951b88872aa7f083a4e15afdbaf187 | 60 | {
"air_quality_index": 40,
"light_lux": 500,
"noise_db": 45,
"temperature_c": 24,
"traffic_index": 20
} | projetos/conceitos/03_infra_ambiental_planetaria/sensor-fusion | train | true | ENV-SYN-04 | 4 |
ENV-SYN-04 | NORMAL | normalized deviation with missingness flag | ENV-SYN-04-T5 | [
"air_quality_index",
"noise_db",
"traffic_index",
"light_lux",
"temperature_c"
] | dda3b96344c8be1fcd33d77fd391b46647ed6ea040f3db48cc874ceeb0630303 | 60 | {
"air_quality_index": 40,
"light_lux": 500,
"noise_db": 45,
"temperature_c": 24,
"traffic_index": 20
} | projetos/conceitos/03_infra_ambiental_planetaria/sensor-fusion | train | true | ENV-SYN-04 | 5 |
ENV-SYN-05 | NORMAL | normalized deviation with missingness flag | ENV-SYN-05-T0 | [
"air_quality_index",
"noise_db",
"traffic_index",
"light_lux",
"temperature_c"
] | 809faa3c5f75207a76d9a20951b0a7e5aeeb162b488a17c8fc372feda8fc4be9 | 60 | {
"air_quality_index": 40,
"light_lux": 500,
"noise_db": 45,
"temperature_c": 24,
"traffic_index": 20
} | projetos/conceitos/03_infra_ambiental_planetaria/sensor-fusion | train | true | ENV-SYN-05 | 0 |
ENV-SYN-05 | NORMAL | normalized deviation with missingness flag | ENV-SYN-05-T1 | [
"air_quality_index",
"noise_db",
"traffic_index",
"light_lux",
"temperature_c"
] | 9e60444d80c1786c0ee96de62c5774223f8daf113350f1a318bf255e69f287bf | 60 | {
"air_quality_index": 40,
"light_lux": 500,
"noise_db": 45,
"temperature_c": 24,
"traffic_index": 20
} | projetos/conceitos/03_infra_ambiental_planetaria/sensor-fusion | train | true | ENV-SYN-05 | 1 |
ENV-SYN-05 | NORMAL | normalized deviation with missingness flag | ENV-SYN-05-T2 | [
"air_quality_index",
"noise_db",
"traffic_index",
"light_lux",
"temperature_c"
] | 41f8c6b74fcad07280e8d5a1a662a4694c53f271f498a27bebfc51634748b284 | 60 | {
"air_quality_index": 40,
"light_lux": 500,
"noise_db": 45,
"temperature_c": 24,
"traffic_index": 20
} | projetos/conceitos/03_infra_ambiental_planetaria/sensor-fusion | train | true | ENV-SYN-05 | 2 |
ENV-SYN-05 | MULTI_SENSOR_ANOMALY | normalized deviation with missingness flag | ENV-SYN-05-T3 | [
"air_quality_index",
"noise_db",
"traffic_index",
"light_lux",
"temperature_c"
] | 31ddf8a9fdd460ee47e2b261d52daee355459905a219cb728afc09c9423996d1 | 60 | {
"air_quality_index": 100,
"light_lux": 500,
"noise_db": 80,
"temperature_c": 24,
"traffic_index": 80
} | projetos/conceitos/03_infra_ambiental_planetaria/sensor-fusion | train | true | ENV-SYN-05 | 3 |
ENV-SYN-05 | NORMAL | normalized deviation with missingness flag | ENV-SYN-05-T4 | [
"air_quality_index",
"noise_db",
"traffic_index",
"light_lux",
"temperature_c"
] | 7ee59ca3851eb440d81772a3475a3a208c1790f70670370b40db8a303e842d42 | 60 | {
"air_quality_index": 40,
"light_lux": 500,
"noise_db": 45,
"temperature_c": 24,
"traffic_index": 20
} | projetos/conceitos/03_infra_ambiental_planetaria/sensor-fusion | train | true | ENV-SYN-05 | 4 |
ENV-SYN-05 | NORMAL | normalized deviation with missingness flag | ENV-SYN-05-T5 | [
"air_quality_index",
"noise_db",
"traffic_index",
"light_lux",
"temperature_c"
] | 5ff6985ee3cd7926ef13d2a57f797c72be0633542e48c540fa16d8f129f973b9 | 60 | {
"air_quality_index": 40,
"light_lux": 500,
"noise_db": 45,
"temperature_c": 24,
"traffic_index": 20
} | projetos/conceitos/03_infra_ambiental_planetaria/sensor-fusion | train | true | ENV-SYN-05 | 5 |
ENV-SYN-06 | NORMAL | normalized deviation with missingness flag | ENV-SYN-06-T0 | [
"air_quality_index",
"noise_db",
"traffic_index",
"light_lux",
"temperature_c"
] | 7b7bc8918ea3f44a2ca7d0e59ad04b3f1f5feb29ebe21a338e87ec7443981b52 | 60 | {
"air_quality_index": 40,
"light_lux": 500,
"noise_db": 45,
"temperature_c": 24,
"traffic_index": 20
} | projetos/conceitos/03_infra_ambiental_planetaria/sensor-fusion | train | true | ENV-SYN-06 | 0 |
ENV-SYN-06 | NORMAL | normalized deviation with missingness flag | ENV-SYN-06-T1 | [
"air_quality_index",
"noise_db",
"traffic_index",
"light_lux",
"temperature_c"
] | 3f4643ad197c40cfd2ccc03c517282a0c81b7fc2ab9b4cef03446d61153503e8 | 60 | {
"air_quality_index": 40,
"light_lux": 500,
"noise_db": 45,
"temperature_c": 24,
"traffic_index": 20
} | projetos/conceitos/03_infra_ambiental_planetaria/sensor-fusion | train | true | ENV-SYN-06 | 1 |
ENV-SYN-06 | NORMAL | normalized deviation with missingness flag | ENV-SYN-06-T2 | [
"air_quality_index",
"noise_db",
"traffic_index",
"light_lux",
"temperature_c"
] | ad392ef1e1e4fe860e25320adc17943ebe437cb93622d34ff358f8400fbd22c0 | 60 | {
"air_quality_index": 40,
"light_lux": 500,
"noise_db": 45,
"temperature_c": 24,
"traffic_index": 20
} | projetos/conceitos/03_infra_ambiental_planetaria/sensor-fusion | train | true | ENV-SYN-06 | 2 |
ENV-SYN-06 | MISSING_SENSOR | normalized deviation with missingness flag | ENV-SYN-06-T3 | [
"air_quality_index",
"noise_db",
"traffic_index",
"light_lux"
] | bdb5a50e1eed5434de4d06532514676424ea98ddc521e8e359c3da763e1e22a2 | 60 | {
"air_quality_index": 40,
"light_lux": 500,
"noise_db": 45,
"temperature_c": null,
"traffic_index": 20
} | projetos/conceitos/03_infra_ambiental_planetaria/sensor-fusion | train | true | ENV-SYN-06 | 3 |
ENV-SYN-06 | NORMAL | normalized deviation with missingness flag | ENV-SYN-06-T4 | [
"air_quality_index",
"noise_db",
"traffic_index",
"light_lux",
"temperature_c"
] | 8192f8096f5b51d1783445720ccd703fa270171d62d047d1d721d661f0308c45 | 60 | {
"air_quality_index": 40,
"light_lux": 500,
"noise_db": 45,
"temperature_c": 24,
"traffic_index": 20
} | projetos/conceitos/03_infra_ambiental_planetaria/sensor-fusion | train | true | ENV-SYN-06 | 4 |
ENV-SYN-06 | NORMAL | normalized deviation with missingness flag | ENV-SYN-06-T5 | [
"air_quality_index",
"noise_db",
"traffic_index",
"light_lux",
"temperature_c"
] | 7c5e36a9c4374a0b39599521bb8bd962b583bf1b5effc24469fb7376e1011745 | 60 | {
"air_quality_index": 40,
"light_lux": 500,
"noise_db": 45,
"temperature_c": 24,
"traffic_index": 20
} | projetos/conceitos/03_infra_ambiental_planetaria/sensor-fusion | train | true | ENV-SYN-06 | 5 |
ENV-SYN-07 | NORMAL | normalized deviation with missingness flag | ENV-SYN-07-T0 | [
"air_quality_index",
"noise_db",
"traffic_index",
"light_lux",
"temperature_c"
] | 3030783871f1a57f3c96c982ce2fe70d116e973d6ae3975649608c70cd5a3be3 | 60 | {
"air_quality_index": 40,
"light_lux": 500,
"noise_db": 45,
"temperature_c": 24,
"traffic_index": 20
} | projetos/conceitos/03_infra_ambiental_planetaria/sensor-fusion | train | true | ENV-SYN-07 | 0 |
ENV-SYN-07 | NORMAL | normalized deviation with missingness flag | ENV-SYN-07-T1 | [
"air_quality_index",
"noise_db",
"traffic_index",
"light_lux",
"temperature_c"
] | 6992b39427ae97f728d013782ee35109b20824bb6c7b035b630e7856ce06017a | 60 | {
"air_quality_index": 40,
"light_lux": 500,
"noise_db": 45,
"temperature_c": 24,
"traffic_index": 20
} | projetos/conceitos/03_infra_ambiental_planetaria/sensor-fusion | train | true | ENV-SYN-07 | 1 |
ENV-SYN-07 | NORMAL | normalized deviation with missingness flag | ENV-SYN-07-T2 | [
"air_quality_index",
"noise_db",
"traffic_index",
"light_lux",
"temperature_c"
] | 3f06b391e7c51d19a6f1e4ffa09cb0cc5b08e74307010566e2a60f6c7eedac57 | 60 | {
"air_quality_index": 40,
"light_lux": 500,
"noise_db": 45,
"temperature_c": 24,
"traffic_index": 20
} | projetos/conceitos/03_infra_ambiental_planetaria/sensor-fusion | train | true | ENV-SYN-07 | 2 |
ENV-SYN-07 | NORMAL | normalized deviation with missingness flag | ENV-SYN-07-T3 | [
"air_quality_index",
"noise_db",
"traffic_index",
"light_lux",
"temperature_c"
] | b03a5769419819db39a828aeb7ff57715fbe54c2f4998119393fff8fe5c4a35b | 60 | {
"air_quality_index": 40,
"light_lux": 500,
"noise_db": 45,
"temperature_c": 24,
"traffic_index": 20
} | projetos/conceitos/03_infra_ambiental_planetaria/sensor-fusion | train | true | ENV-SYN-07 | 3 |
ENV-SYN-07 | NORMAL | normalized deviation with missingness flag | ENV-SYN-07-T4 | [
"air_quality_index",
"noise_db",
"traffic_index",
"light_lux",
"temperature_c"
] | ce8fd26edb00056ad396c865925b234ccb250729c5b5696a6747f6274666b373 | 60 | {
"air_quality_index": 40,
"light_lux": 500,
"noise_db": 45,
"temperature_c": 24,
"traffic_index": 20
} | projetos/conceitos/03_infra_ambiental_planetaria/sensor-fusion | train | true | ENV-SYN-07 | 4 |
ENV-SYN-07 | NORMAL | normalized deviation with missingness flag | ENV-SYN-07-T5 | [
"air_quality_index",
"noise_db",
"traffic_index",
"light_lux",
"temperature_c"
] | fa6c611f9e6518de9d2eb6deec8057b7de451de35a4259812a6e1b107a8615fb | 60 | {
"air_quality_index": 40,
"light_lux": 500,
"noise_db": 45,
"temperature_c": 24,
"traffic_index": 20
} | projetos/conceitos/03_infra_ambiental_planetaria/sensor-fusion | train | true | ENV-SYN-07 | 5 |
ENV-SYN-08 | NORMAL | normalized deviation with missingness flag | ENV-SYN-08-T0 | [
"air_quality_index",
"noise_db",
"traffic_index",
"light_lux",
"temperature_c"
] | c6faa659640bf4a90cd168f00acd8ebf0bcf021ad08352636ca62660ec5992bb | 60 | {
"air_quality_index": 40,
"light_lux": 500,
"noise_db": 45,
"temperature_c": 24,
"traffic_index": 20
} | projetos/conceitos/03_infra_ambiental_planetaria/sensor-fusion | train | true | ENV-SYN-08 | 0 |
ENV-SYN-08 | NORMAL | normalized deviation with missingness flag | ENV-SYN-08-T1 | [
"air_quality_index",
"noise_db",
"traffic_index",
"light_lux",
"temperature_c"
] | e93faa6d3c986191cb47355274ba1f0600eee7d5ab78f1836ca834dd7daf78d6 | 60 | {
"air_quality_index": 40,
"light_lux": 500,
"noise_db": 45,
"temperature_c": 24,
"traffic_index": 20
} | projetos/conceitos/03_infra_ambiental_planetaria/sensor-fusion | train | true | ENV-SYN-08 | 1 |
ENV-SYN-08 | NORMAL | normalized deviation with missingness flag | ENV-SYN-08-T2 | [
"air_quality_index",
"noise_db",
"traffic_index",
"light_lux",
"temperature_c"
] | e183ab70f077a114149f924067672d8395476a9d8ef9c583f3014bd489bad38c | 60 | {
"air_quality_index": 40,
"light_lux": 500,
"noise_db": 45,
"temperature_c": 24,
"traffic_index": 20
} | projetos/conceitos/03_infra_ambiental_planetaria/sensor-fusion | train | true | ENV-SYN-08 | 2 |
ENV-SYN-08 | AIR_SPIKE | normalized deviation with missingness flag | ENV-SYN-08-T3 | [
"air_quality_index",
"noise_db",
"traffic_index",
"light_lux",
"temperature_c"
] | 5010ea8b5468b585e7c495fdb444a0aba24bff2f917c890b81d6f66a8823f04c | 60 | {
"air_quality_index": 100,
"light_lux": 500,
"noise_db": 45,
"temperature_c": 24,
"traffic_index": 20
} | projetos/conceitos/03_infra_ambiental_planetaria/sensor-fusion | train | true | ENV-SYN-08 | 3 |
ENV-SYN-08 | NORMAL | normalized deviation with missingness flag | ENV-SYN-08-T4 | [
"air_quality_index",
"noise_db",
"traffic_index",
"light_lux",
"temperature_c"
] | 47fba343ab2d5bc890640f999d5d50ea089383d8d8914dac08eececb5e1aad5a | 60 | {
"air_quality_index": 40,
"light_lux": 500,
"noise_db": 45,
"temperature_c": 24,
"traffic_index": 20
} | projetos/conceitos/03_infra_ambiental_planetaria/sensor-fusion | train | true | ENV-SYN-08 | 4 |
ENV-SYN-08 | NORMAL | normalized deviation with missingness flag | ENV-SYN-08-T5 | [
"air_quality_index",
"noise_db",
"traffic_index",
"light_lux",
"temperature_c"
] | d1f9358e76f89373fa17c3d99669191423d65a562cdc7e7f38715a1db16032ac | 60 | {
"air_quality_index": 40,
"light_lux": 500,
"noise_db": 45,
"temperature_c": 24,
"traffic_index": 20
} | projetos/conceitos/03_infra_ambiental_planetaria/sensor-fusion | train | true | ENV-SYN-08 | 5 |
Douvras Environmental Sensor Fusion v0.1
Synthetic episodes combining air quality, noise, traffic, light and temperature. Labels include normal operation, single-sensor spikes, multi-sensor anomaly and missing sensor. It contains 72 records (48/12/12) across 12 episodes, split by episode. No real sensor or location data is included.
This is a fusion protocol, not an operational alarm system. Human review is required before any intervention.
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