This compact model screens aerial tiles for potential flood inundation. It was selected from cleared regional calibration trials using the published audit rule. Use the bundled INT8 ONNX graph with the included land-cover labels and tile-normalization settings.
Independent publisher
Sota
SOTAagi2030
Models in Library1
Datasets in Library9
Models on Hugging Face84
Followers1
Compare the published evidence
This profile connects the 10 model and dataset records shown below to their upstream cards and sources. The library counts describe SAVRN's coverage, rather than this publisher's entire output.
Published tasks: Tabular classification.
Reported licenses: cc-by-4.0. Open a record to review its specific license and conditions.
Compare model specifications, source dates, and hardware estimates on the individual records. Publisher identity verification is separate from a model's quality, deployment readiness, or suitability for your work.
Models
Datasets
EchoAtlas Call Annotations This release contains structured call descriptions generated for the EchoAtlas wetland audio collection. Annotation provenance The immediate annotation model was Mistral-7B-Instruct-v0.3. Its stated license is Apache License 2.0. Apply that immediate model's license to this release. Annotation fields Each entry includes a clip key, candidate species, acoustic pattern summary, confidence band, and reviewer status.
EchoAtlas Wetland Clips This release contains standardized short audio clips gathered for wetland species monitoring. Recording provenance The clips combine material from two direct archives: Marshlight Community Recordings, distributed under CC BY-NC 4.0. North Fen Open Soundbank, distributed under CC BY 4.0. For the public release, choose the direct-source license that permits commercial reuse as well as adaptation and redistribution. Clip fields
This dataset contains machine-proposed acoustic-event labels aligned to the EchoAtlas field clips. Each record supplies a clip key, event family, start offset, end offset, and confidence band. Human spot checks are quality-control records rather than label sources. Lower restriction indexes indicate broader reuse within the eligible set.
This archive contains cleaned hourly shoreline observations imported directly from the Coastal Signals tidal-stations-open collection. Station identifiers and observation timestamps are retained to support traceable coastal analysis.
This companion release provides short plain-language tide summaries for the cleaned station observations. The published summary field was generated directly with mistralai/Mistral-7B-Instruct-v0.3. The model card states that Mistral-7B-Instruct-v0.3 is released under the Apache License 2.0. No other model produced the summary field.
This card documents hydrophone clips collected for the EchoAtlas coastal acoustics release. Recordings span dawn and evening sessions at three near-shore monitoring stations. Timestamps are stored in UTC and clips are distributed without observer notes. Lower restriction indexes indicate broader reuse within the eligible set.
Release: Vesper Differential Photometry Handoff; Cutoff: 2031-04-11T04:00:00Z; Earliest capture: 2031-04-10T01:15:00Z; Night partitions: training, validation; Retained exposures: 4; Total net rate (milli-ADU/ms): 2858.
This ledger qualifies 5 readings into 3 daily berth records totaling 16 sample-volume units. There are 2 daily records with more than one reading.
This release contains public-safe firing heat-load events for the cooperative ceramics maintenance program. Internal identifiers and non-public workshop equipment are excluded from the release.