Table · dataset · 2022
A Global Perspective on Lunar Granular Flows: Lunar granular flow catalog
Listed in ETH Zürich Research Collection
Description
This catalog contains all lunar granular flows mapped in LRO NAC images using a Convolutional Neural Network, as presented and discussed in Bickel et al. (2022), Geophysical Research Letters: doi.org/10.1029/2022GL098812, capped at 60°N and 60°S (only images with solar incidence angles between 10 and 60° have been used). The catalog has been reviewed by a human expert and contains 28,101 detections. The catalog contains information about (sequentially): NAC_ID (image id), C_LON (detection box center longitude), C_LAT (detection box center latitude), UL_LON (detection box upper left longitude), UL_LAT (detection box upper left latitude), F_DIAM (estimated flow toe diameter in meter, not calibrated!), X_LEN_P (detection box x horizontal length in pixel), Y_LEN_P (detection box y vertical length in pixel), X_LEN_M (detection box x horizontal length in meter), Y_LEN_M (detection box y vertical length in meter), UL_X_IMG (detection box upper left image x horizontal coordinate), UL_Y_IMG (detection box upper left image y vertical coordinate), LR_X_IMG (detection box lower right image x horizontal coordinate), LR_Y_IMG (detection box lower right image y vertical coordinate), C (network confidence [posterior probability] in percent), RES (NAC spatial resolution in m/pixel).
Please refer to Bickel et al. (2022), Geophysical Research Letters (doi.org/10.1029/2022GL098812) for details about the methods and auxiliary datasets used to generate this catalog as well as the limitations.
Links
Where it is published
- ETH Zürich Research Collection record hdl.handle.net/20.500.11850/550395 ↗
landing page · from research collection ethz ch
- DOI doi.org/10.3929/ethz-b-000550395 ↗
DOI / persistent id · from research collection ethz ch
Catalogue records · 1
- OAI-PMH record research-collection.ethz.ch/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Awww.… ↗
metadata API · from research collection ethz ch
Topics
- From keywords
- Chemistry · Computer Science & AI · Earth & Environmental Science · Economics & Finance · Engineering · Humanities · Life Sciences · Materials Science · Mathematics & Statistics · Medicine & Health · Physics · Psychology & Behavioral Science · Social Science
- Inferred from text
- Fluid mechanics and thermal engineering 72% · Image 75%
Provenance · 1 source records, 20 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| ETH Zürich Research Collection | oai:www.research-collection.ethz.ch:20.500.11850/550395 | 12 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · research collection ethz ch | connector:research_collection_ethz_ch@1.0.0 | |
| concepts[field].anzsrc:group:4012 | enrichment · research collection ethz ch | taxonomy-embedding@1.0.0 | title+keywords+description (72%) |
| concepts[field].local:field:chemistry | mapping · research collection ethz ch | connector:research_collection_ethz_ch@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · research collection ethz ch | connector:research_collection_ethz_ch@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · research collection ethz ch | connector:research_collection_ethz_ch@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · research collection ethz ch | connector:research_collection_ethz_ch@1.0.0 | |
| concepts[field].local:field:engineering | mapping · research collection ethz ch | connector:research_collection_ethz_ch@1.0.0 | |
| concepts[field].local:field:humanities | mapping · research collection ethz ch | connector:research_collection_ethz_ch@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · research collection ethz ch | connector:research_collection_ethz_ch@1.0.0 | |
| concepts[field].local:field:materials-science | mapping · research collection ethz ch | connector:research_collection_ethz_ch@1.0.0 | |
| concepts[field].local:field:mathematics-statistics | mapping · research collection ethz ch | connector:research_collection_ethz_ch@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · research collection ethz ch | connector:research_collection_ethz_ch@1.0.0 | |
| concepts[field].local:field:physics | mapping · research collection ethz ch | connector:research_collection_ethz_ch@1.0.0 | |
| concepts[field].local:field:psychology-behavioral | mapping · research collection ethz ch | connector:research_collection_ethz_ch@1.0.0 | |
| concepts[field].local:field:social-science | mapping · research collection ethz ch | connector:research_collection_ethz_ch@1.0.0 | |
| concepts[modality].local:modality:image | enrichment · research collection ethz ch | keyword-concept-rules@1.0.0 | title+description (75%) |
| description | source · research collection ethz ch | connector:research_collection_ethz_ch@1.0.0 | /metadata/dc/description |
| license | source · research collection ethz ch | connector:research_collection_ethz_ch@1.0.0 | /metadata/dc/rights |
| publication_date | source · research collection ethz ch | connector:research_collection_ethz_ch@1.0.0 | |
| title | source · research collection ethz ch | connector:research_collection_ethz_ch@1.0.0 | /metadata/dc/title |