cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17618683
title: PROCESSED DATASETS associated with "High-speed whole-brain imaging in Drosophila" by Gauthey et al. submitted to Nat Comm. 2025 - doi: https://doi.org/10.1101/2025.06.18.660371

description: 1. Title of Dataset: PROCESSED DATASETS associated with "High-speed whole-brain imaging in Drosophila" Gauthey et al. Nat Comm. 2025



 


 

2. Date of data collection (range) : 2024-03-01 to 2025-03-01

Links to publications that cite or use the data: https://www.biorxiv.org/content/10.1101/2025.06.18.660371

 

METHODOLOGICAL INFORMATION

1. Description of methods used for collection/generation of data: All details of the data acquired are included in this publication demonstrating  Light Bead Microscopy applied to Drosophila brain- "High-speed whole-brain imaging in Drosophila" Gauthey et al. https://www.biorxiv.org/content/10.1101/2025.06.18.660371v1

2. Methods for processing the data: Fully described in "High-speed whole-brain imaging in Drosophila" Gauthey et al. https://www.biorxiv.org/content/10.1101/2025.06.18.660371

3. Instrument- or software-specific information needed to interpret the data: Fully described in "High-speed whole-brain imaging in Drosophila" Gauthey et al. https://www.biorxiv.org/content/10.1101/2025.06.18.660371

4. Standards and calibration information, if appropriate: Fully described in "High-speed whole-brain imaging in Drosophila" Gauthey et al. https://www.biorxiv.org/content/10.1101/2025.06.18.660371

5. Environmental/experimental conditions: Fully described in "High-speed whole-brain imaging in Drosophila" Gauthey et al. https://www.biorxiv.org/content/10.1101/2025.06.18.660371

6. Describe any quality-assurance procedures performed on the data: 

7. People involved with sample collection, processing, analysis and/or submission: Wayan Gauthey, Stephan Thiberge, Albert Lin
DOI: 10.13130/rd_unimi/jmksaw/gthpuh
title: assignment_TSUSC N09_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/mv8mdk
title: delta_self_ensemble_Distance.Boundary_max+Sink N21_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/3l4sky
title: delta_self_ensemble_GROUND_TRUTH Sink N03_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/mlwexu
title: ensemble_delta_ref_mono_oracle_Group.Auto+Neigh.kDistance_l2_k5_div+RR N21_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/tthe0o
title: ensemble_delta_ref_mono_vanilla_Distance.Clustering_max+RR N21_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/v7src7
title: delta_self_ensemble_Distance.Clustering_max+Sink N33_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/fyjmn0
title: delta_self_ensemble_GROUND_TRUTH RR N21_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/muzm8b
title: ensemble_quality_TSUSC N09_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/dm7bnw
title: ensemble_quality_Distance.Boundary_max+RR N33_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/pok5d3
title: ensemble_delta_ref_mono_oracle_GROUND_TRUTH RR N15_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/jps39o
title: delta_self_ensemble_Group.Auto+Neigh.kDistance_l2_k5_div+Sink N33_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/c3qyn8
title: ensemble_delta_ref_mono_vanilla_Group.Auto+Neigh.kDistance_l2_k5_div+Sink N33_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/xmb9xb
title: m2_boundary_dt_test_set_clean_delta_ref_stat.tab
DOI: 10.13130/rd_unimi/jmksaw/xxeeje
title: ensemble_delta_ref_mono_oracle_GROUND_TRUTH RR N27_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/kcu6fy
title: f3.2-m2-targeted-clustering-dt.jsonc
DOI: 10.13130/rd_unimi/jmksaw/fx6kfb
title: delta_self_ensemble_Distance.Boundary_max+RR N21_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/4wojdw
title: assignment_Distance.Boundary_max+RR N15_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/panrua
title: assignment_GROUND_TRUTH Sink N09_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/9glavb
title: ensemble_delta_ref_mono_oracle_GROUND_TRUTH RR N21_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/lsu28j
title: delta_self_ensemble_Distance.Boundary_max+Sink N03_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/ss381l
title: ensemble_quality_Group.Auto+Neigh.kDistance_l2_k5_div+RR N33_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/jn8e28
title: ensemble_delta_ref_mono_vanilla_TSUSC N15_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/sabyop
title: ensemble_delta_ref_mono_vanilla_Distance.Boundary_max+Sink N09_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/1sfhzx
title: assignment_Distance.Boundary_max+Sink N09_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/mlzs2p
title: ensemble_delta_ref_mono_vanilla_Distance.Boundary_max+RR N33_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/8xhkut
title: ensemble_delta_ref_mono_oracle_Distance.Clustering_max+Sink N27_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/0sfqfc
title: ensemble_delta_ref_mono_oracle_Distance.Clustering_max+Sink N33_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/3zusxk
title: ensemble_delta_ref_mono_oracle_Distance.Clustering_max+Sink N03_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/tzenud
title: delta_self_ensemble_TSUSC N03_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/tb7wgs
title: ensemble_delta_ref_mono_oracle_Distance.Boundary_max+RR N33_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/0bmbhf
title: ensemble_delta_ref_mono_vanilla_Distance.Clustering_max+Sink N09_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/ycnvmy
title: ensemble_delta_ref_mono_vanilla_Distance.Boundary_max+RR N09_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/9nv2so
title: delta_self_ensemble_Group.Auto+Neigh.kDistance_l2_k5_div+RR N03_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/uhgpru
title: ensemble_quality_Distance.Boundary_max+RR N03_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/fgv5bn
title: ensemble_delta_ref_mono_vanilla_TSUSC N33_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/gvsbjq
title: m2_boundary_dt_test_set_clean_trad_metric_stat_transposed_compact.tab
DOI: 10.13130/rd_unimi/jmksaw/xmgvok
title: delta_self_ensemble_Distance.Clustering_max+RR N33_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/ehtavb
title: ensemble_delta_ref_mono_oracle_GROUND_TRUTH Sink N21_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/p4jpgt
title: ensemble_delta_ref_mono_oracle_GROUND_TRUTH Sink N09_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/v0inrk
title: ensemble_delta_ref_mono_vanilla_Distance.Clustering_max+Sink N33_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/h2ttag
title: ensemble_quality_Group.Auto+Neigh.kDistance_l2_k5_div+RR N27_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/20iagq
title: ensemble_quality_Distance.Clustering_max+RR N09_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/txigdf
title: ensemble_quality_Distance.Boundary_max+Sink N03_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/w9bmsf
title: ensemble_quality_GROUND_TRUTH RR N33_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/ygqykx
title: delta_self_ensemble_Distance.Boundary_max+Sink N33_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/yjntlg
title: delta_self_ensemble_Distance.Boundary_max+Sink N15_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/3o7vza
title: assignment_GROUND_TRUTH RR N09_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/fahgu5
title: ensemble_delta_ref_mono_oracle_Distance.Boundary_max+RR N03_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/hclyct
title: ensemble_delta_ref_mono_vanilla_GROUND_TRUTH Sink N03_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/03zgtp
title: ensemble_delta_ref_mono_vanilla_Group.Auto+Neigh.kDistance_l2_k5_div+Sink N21_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/x1zdk8
title: ensemble_delta_ref_mono_vanilla_TSUSC N21_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/u5y1jw
title: ensemble_delta_ref_mono_oracle_Distance.Clustering_max+RR N21_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/6c964g
title: delta_self_ensemble_Group.Auto+Neigh.kDistance_l2_k5_div+Sink N03_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/blyqkv
title: assignment_Distance.Clustering_max+Sink N33_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/j2wsyn
title: ensemble_delta_ref_mono_vanilla_Distance.Clustering_max+RR N33_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/9o8zjk
title: assignment_GROUND_TRUTH Sink N15_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/nwwvcs
title: delta_self_ensemble_GROUND_TRUTH RR N21_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/zp94nh
title: assignment_Distance.Boundary_max+Sink N21_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/nicwwj
title: ensemble_delta_ref_mono_vanilla_Group.Auto+Neigh.kDistance_l2_k5_div+RR N33_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/rwxxti
title: delta_self_ensemble_Group.Auto+Neigh.kDistance_l2_k5_div+RR N21_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/ksdks0
title: ensemble_quality_Distance.Clustering_max+RR N27_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/2flsb5
title: ensemble_delta_ref_mono_vanilla_GROUND_TRUTH Sink N09_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/uqaaaf
title: delta_self_ensemble_Distance.Clustering_max+RR N15_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/xm9ybs
title: ensemble_delta_ref_mono_oracle_Distance.Boundary_max+RR N15_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/rbur50
title: ensemble_delta_ref_mono_vanilla_Distance.Clustering_max+Sink N21_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/vhbskk
title: ensemble_quality_GROUND_TRUTH Sink N33_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/rmfiat
title: delta_self_ensemble_Group.Auto+Neigh.kDistance_l2_k5_div+Sink N15_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/9ijaif
title: ensemble_quality_GROUND_TRUTH RR N27_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/euorq5
title: m2_boundary_dt_test_set_clean_trad_metric_stat.tab
DOI: 10.13130/rd_unimi/jmksaw/adl2tb
title: delta_self_ensemble_Distance.Boundary_max+Sink N33_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/j1mrhc
title: delta_self_ensemble_Distance.Boundary_max+Sink N15_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/xvscjm
title: ensemble_delta_ref_mono_oracle_TSUSC N21_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/wuofel
title: ensemble_delta_ref_mono_vanilla_Distance.Boundary_max+Sink N03_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/d55uf9
title: ensemble_delta_ref_mono_oracle_Group.Auto+Neigh.kDistance_l2_k5_div+RR N33_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/l6fkos
title: assignment_Distance.Boundary_max+Sink N33_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/1evpeo
title: ensemble_delta_ref_mono_oracle_Group.Auto+Neigh.kDistance_l2_k5_div+Sink N21_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/4u914b
title: delta_self_ensemble_GROUND_TRUTH RR N33_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/acjcmd
title: delta_self_ensemble_Distance.Clustering_max+Sink N09_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/qmruzx
title: ensemble_delta_ref_mono_oracle_Group.Auto+Neigh.kDistance_l2_k5_div+RR N21_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/pmyfue
title: delta_self_ensemble_GROUND_TRUTH Sink N15_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/qj27sq
title: ensemble_delta_ref_mono_oracle_Distance.Clustering_max+Sink N03_training_set_clean.tab
DOI: 10.6084/m9.figshare.30643241
title: <b>Glucagon-like peptide-1 and glucagon receptor dual agonists for weight loss: a systematic review and meta-analysis of randomized controlled trials</b>

description: supplementary file for Glucagon-like peptide-1 and glucagon receptor dual agonists for weight loss: a systematic review and meta-analysis of randomized controlled trials
DOI: 10.6084/m9.figshare.30643241.v1
title: <b>Glucagon-like peptide-1 and glucagon receptor dual agonists for weight loss: a systematic review and meta-analysis of randomized controlled trials</b>

description: supplementary file for Glucagon-like peptide-1 and glucagon receptor dual agonists for weight loss: a systematic review and meta-analysis of randomized controlled trials
DOI: 10.13130/rd_unimi/jmksaw/1ieezq
title: ensemble_quality_Distance.Boundary_max+Sink N21_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/a34oox
title: ensemble_delta_ref_mono_oracle_Distance.Boundary_max+Sink N15_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/jgzq1w
title: delta_self_ensemble_Distance.Clustering_max+Sink N03_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/7eeoho
title: ensemble_delta_ref_mono_vanilla_Distance.Clustering_max+RR N27_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/jldyxw
title: assignment_Distance.Boundary_max+RR N21_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/t8lkrs
title: mono_vanilla_delta_ref_mono_oracle_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/yw35uk
title: ensemble_delta_ref_mono_oracle_Distance.Clustering_max+Sink N21_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/02cqfc
title: ensemble_quality_Distance.Boundary_max+RR N21_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/dpmfc6
title: delta_self_ensemble_Distance.Boundary_max+RR N27_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/5l5blv
title: sb_boundary_dt_test_set_clean_q2_ground_truth_rr.png
DOI: 10.13130/rd_unimi/jmksaw/jz5q4y
title: delta_self_ensemble_Group.Auto+Neigh.kDistance_l2_k5_div+Sink N09_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/yrkwft
title: ensemble_delta_ref_mono_oracle_Distance.Boundary_max+RR N27_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/xgihnn
title: ensemble_delta_ref_mono_vanilla_Distance.Boundary_max+Sink N33_training_set_clean.tab
DOI: 10.15468/se83nz
title: Happywhale - Polar bear in North Atlantic Ocean

description: Original provider:
Happywhale

Dataset credits:
Happywhale and contributors

Abstract:
Happywhale.com is a resource to help you know whales as individuals, and to benefit conservation science with rich data about individual whales.
DOI: 10.13130/rd_unimi/jmksaw/h8lpm4
title: ensemble_delta_ref_mono_vanilla_Group.Auto+Neigh.kDistance_l2_k5_div+RR N21_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/ggc5ln
title: ensemble_delta_ref_mono_oracle_Distance.Clustering_max+RR N09_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/jjxrwv
title: delta_self_ensemble_Distance.Boundary_max+Sink N27_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/yfsqec
title: ensemble_quality_Distance.Boundary_max+Sink N33_test_set_clean.tab
DOI: 10.82144/349c70e9
title: Happywhale - Bearded seal in Arctic Ocean

description: Original provider:
Happywhale

Dataset credits:
Happywhale and contributors

Abstract:
Happywhale.com is a resource to help you know whales as individuals, and to benefit conservation science with rich data about individual whales.
DOI: 10.13130/rd_unimi/jmksaw/ixeg25
title: assignment_GROUND_TRUTH Sink N33_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/uwwksd
title: delta_self_ensemble_Distance.Boundary_max+RR N21_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/ptdlzb
title: ensemble_delta_ref_mono_vanilla_Distance.Clustering_max+RR N15_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/2bc1yz
title: ensemble_delta_ref_mono_vanilla_Distance.Boundary_max+RR N15_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/lifwv3
title: delta_self_ensemble_Distance.Boundary_max+RR N09_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/6ihq0d
title: ensemble_quality_GROUND_TRUTH Sink N15_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/citmxx
title: assignment_Distance.Clustering_max+RR N15_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/tffrkv
title: ensemble_delta_ref_mono_vanilla_Distance.Boundary_max+Sink N21_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/ggrlta
title: assignment_Distance.Clustering_max+Sink N09_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/d0e2b0
title: delta_self_ensemble_Distance.Boundary_max+RR N03_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/r8phjq
title: assignment_Distance.Clustering_max+Sink N27_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/9krvj6
title: assignment_Distance.Boundary_max+RR N33_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/56s8hd
title: delta_self_ensemble_Distance.Boundary_max+RR N33_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/ncr1ku
title: assignment_Group.Auto+Neigh.kDistance_l2_k5_div+RR N15_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/eq6da9
title: ensemble_delta_ref_mono_oracle_Distance.Boundary_max+Sink N21_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/su6ngl
title: ensemble_quality_Distance.Boundary_max+Sink N27_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/xh1bo0
title: ensemble_delta_ref_mono_vanilla_Distance.Clustering_max+RR N03_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/ygib0j
title: ensemble_delta_ref_mono_oracle_Group.Auto+Neigh.kDistance_l2_k5_div+RR N03_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/fzonj8
title: ensemble_delta_ref_mono_vanilla_Distance.Boundary_max+Sink N27_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/kn9ukx
title: ensemble_delta_ref_mono_vanilla_TSUSC N27_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/qa6ovf
title: assignment_GROUND_TRUTH RR N15_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/xzicre
title: for_paper_mono.tab
DOI: 10.13130/rd_unimi/jmksaw/9via4e
title: ensemble_delta_ref_mono_vanilla_Group.Auto+Neigh.kDistance_l2_k5_div+RR N21_test_set_clean.tab
DOI: 10.15468/dl.cwnbeu
title: Occurrence Download

description: A dataset containing 304 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Amarinus laevis"
 ]
}

 The dataset includes 304 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039993-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13130/rd_unimi/jmksaw/7o0khf
title: ensemble_quality_Distance.Clustering_max+Sink N09_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/rdffdq
title: delta_self_ensemble_GROUND_TRUTH RR N15_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/pjknuw
title: delta_self_ensemble_Group.Auto+Neigh.kDistance_l2_k5_div+RR N03_test_set_clean.tab
DOI: 10.15468/dl.6guvnr
title: Occurrence Download

description: A dataset containing 26825 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Inventaire des coléoptères saproxyliques de France métropolitaine - Données Opie, Coléoptères saproxyliques"
 ]
}

 The dataset includes 26825 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039992-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13130/rd_unimi/jmksaw/qs53tl
title: ensemble_delta_ref_mono_oracle_Group.Auto+Neigh.kDistance_l2_k5_div+Sink N33_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/at6nlo
title: ensemble_quality_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/nktov5
title: ensemble_delta_ref_mono_vanilla_Distance.Clustering_max+Sink N33_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/tmkzsj
title: mono_oracled_delta_self_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/hqrdtl
title: assignment_TSUSC N09_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/79dipr
title: ensemble_delta_ref_mono_oracle_GROUND_TRUTH RR N03_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/edfqkd
title: ensemble_delta_ref_mono_oracle_Group.Auto+Neigh.kDistance_l2_k5_div+Sink N27_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/imkavu
title: ensemble_delta_ref_mono_oracle_TSUSC N03_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/xcekuh
title: ensemble_delta_ref_mono_vanilla_Distance.Clustering_max+Sink N27_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/7jr8oi
title: ensemble_delta_ref_mono_oracle_Distance.Boundary_max+Sink N21_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/ulz3kn
title: ensemble_delta_ref_mono_oracle_Distance.Clustering_max+RR N09_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/bfcy6p
title: assignment_Group.Auto+Neigh.kDistance_l2_k5_div+Sink N15_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/lnuwdt
title: ensemble_delta_ref_mono_oracle_GROUND_TRUTH Sink N33_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/nrotxc
title: ensemble_delta_ref_mono_vanilla_Distance.Boundary_max+Sink N09_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/wjfdpt
title: delta_self_ensemble_GROUND_TRUTH RR N09_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/d3cmzd
title: ensemble_delta_ref_mono_vanilla_Distance.Boundary_max+RR N15_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/ekmprw
title: assignment_Distance.Boundary_max+RR N15_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/oib8gr
title: ensemble_delta_ref_mono_oracle_Group.Auto+Neigh.kDistance_l2_k5_div+RR N15_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/lffv3h
title: assignment_GROUND_TRUTH RR N03_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/95n3zd
title: ensemble_quality_Distance.Clustering_max+RR N15_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/vk1pyg
title: ensemble_delta_ref_mono_oracle_TSUSC N33_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/omqs3u
title: ensemble_delta_ref_mono_vanilla_GROUND_TRUTH RR N15_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/bbzvqw
title: ensemble_quality_Distance.Clustering_max+Sink N33_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/e6o7o0
title: assignment_Distance.Clustering_max+Sink N33_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/qszyzl
title: delta_self_ensemble_GROUND_TRUTH Sink N27_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/x5xeaw
title: m2_boundary_dt_test_set_clean_q0_mono.png
DOI: 10.13130/rd_unimi/jmksaw/oeug34
title: ensemble_delta_ref_mono_vanilla_GROUND_TRUTH RR N33_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/uywsz5
title: assignment_Distance.Clustering_max+RR N03_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/9gqnr5
title: ensemble_delta_ref_mono_oracle_TSUSC N27_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/wemjke
title: ensemble_delta_ref_mono_vanilla_GROUND_TRUTH RR N15_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/dojl5n
title: ensemble_quality_Distance.Clustering_max+Sink N15_training_set_clean.tab
DOI: 10.15468/dq8djz
title: Happywhale - Hourglass dolphin in South Atlantic Ocean

description: Original provider:
Happywhale

Dataset credits:
Happywhale and contributors

Abstract:
Happywhale.com is a resource to help you know whales as individuals, and to benefit conservation science with rich data about individual whales.
DOI: 10.13130/rd_unimi/jmksaw/xo2s14
title: ensemble_delta_ref_mono_vanilla_GROUND_TRUTH Sink N21_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/pa0wcq
title: ensemble_quality_Distance.Clustering_max+RR N21_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/92efcz
title: delta_self_ensemble_GROUND_TRUTH Sink N33_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/b68sqi
title: ensemble_quality_GROUND_TRUTH RR N27_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/fgqedv
title: ensemble_delta_ref_mono_vanilla_GROUND_TRUTH RR N03_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/dgncod
title: assignment_Distance.Boundary_max+Sink N27_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/ypfwsa
title: ensemble_quality_TSUSC N15_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/34gd2h
title: delta_self_ensemble_Distance.Boundary_max+RR N15_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/yftgni
title: assignment_GROUND_TRUTH Sink N15_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/wrwfei
title: ensemble_delta_ref_mono_vanilla_Distance.Clustering_max+RR N33_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/k4ofrv
title: delta_self_ensemble_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/7a4k4y
title: delta_self_ensemble_Distance.Clustering_max+RR N33_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/8f86qj
title: ensemble_quality_Group.Auto+Neigh.kDistance_l2_k5_div+Sink N09_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/jplqn8
title: ensemble_quality_Group.Auto+Neigh.kDistance_l2_k5_div+RR N33_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/okcg8t
title: ensemble_delta_ref_mono_oracle_GROUND_TRUTH RR N09_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/regmdl
title: assignment_GROUND_TRUTH RR N27_training_set_clean.tab