cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.28856495
title: HOFNet

description: HOFNet Pretrained and Fine-tuned Model Checkpoints<br>This repository contains four `.ckpt` files corresponding to the pretrained and fine-tuned weights of the HOFNet model. These checkpoints are designed for solvent property prediction in hydrogen-bonded organic frameworks (HOFs).<br>Files Description<br>- <code><strong>pretrain_real_best.ckpt</strong></code>Pretrained weights using real HOF data only.<br>- <code><strong>pretrain_real_hofdiff_best.ckpt</strong></code>Pretrained weights using a hybrid dataset combining real HOF data and HOFDiff-generated synthetic data.<br>- <code><strong>real_best.ckpt</strong></code>Fine-tuned weights on the real HOF solvent dataset, based on `pretrain_real_best.ckpt`.<br>- <code><strong>real_hofdiff_best.ckpt</strong></code>Fine-tuned weights on the real HOF solvent dataset, based on `pretrain_real_hofdiff_best.ckpt`.<br>For usage and implementation details, please refer to the official HOFNet repository: https://github.com/wangtaoyang/HOFNet
DOI: 10.17632/vw9cndn4z7
title: Supplementary - Tocilizumab for polyarteritis nodosa - Cottu A., et al

description: Supplementary data - Tocilizumab for polyarteritis nodosa - Cottu A., et al
DOI: 10.17632/vw9cndn4z7.1
title: Supplementary - Tocilizumab for polyarteritis nodosa - Cottu A., et al

description: Supplementary data - Tocilizumab for polyarteritis nodosa - Cottu A., et al
DOI: 10.13130/rd_unimi/jmksaw/glqpcw
title: delta_self_ensemble_Group.Auto+Neigh.kDistance_l2_k50_div+Sink N33_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/zxupuo
title: delta_self_ensemble_Group.Auto+Neigh.kDistance_l2_k50_div+RR N09_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/00f8sz
title: ensemble_quality_GROUND_TRUTH RR N27_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/2k5p4y
title: ensemble_delta_ref_mono_vanilla_GROUND_TRUTH Sink N09_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/cunux9
title: ensemble_delta_ref_mono_vanilla_GROUND_TRUTH Sink N09_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/mwv0lm
title: delta_self_ensemble_Group.Auto+Neigh.kDistance_l2_k50_div+RR N15_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/vu7ffy
title: ensemble_delta_ref_mono_oracle_GROUND_TRUTH RR N27_training_set_clean.tab
DOI: 10.5281/zenodo.17635502
title: A Conceptual Framework for an Innovative Hybrid Ocean Energy Harvesting Technology: Harnessing Waves, Tides, Thermal Gradients, and Salinity for Sustainable, Stable, and Cost-Effective Electricity Generation

description: This paper presents a rigorous conceptual framework for a hybrid ocean energy harvesting system (HOEHS) that integrates wave, tidal, closed-cycle ocean thermal energy conversion (OTEC), and salinity gradient (blue) energy technologies, integrated with reverse osmosis (RO) desalination for salinity sourcing. Leveraging bio-inspired nanomaterials for corrosion and biofouling mitigation in hypersaline environments, AI-driven reinforcement learning (RL) control with a multi-objective function optimizes net power output, minimizes structural stress, and ensures grid stability. Multi-physics modeling incorporates advanced derivations for coupled energy flux, stochastic wave spectra, net OTEC accounting for 35% parasitic losses, and hybrid efficiency η_HOEHS > 30%. A reproducible Python simulation, verified via numerical integration against ECMWF reanalysis data, projects mean power of 5.1 kW and capacity factor (CF) of 25.4% under Red Sea conditions (H_s ~ 0.5-1.5 m, ΔT=12°C, ΔS=70 psu), incorporating dynamic variations in tidal cycles, seasonal thermal gradients, and wave statistics with FSI corrections. Supported by Monte Carlo sensitivity analysis (σ_P / μ_P = 12%), Gaussian process-based Bayesian inference for parameter posterior estimation (MAP H_s=0.9 m, 95% CI: 0.7--1.1 m), epistemic uncertainty quantification via KL divergence (0.12 nats), and model form uncertainty assessment via ensemble CFD-BEM comparisons (bias <5%). Popperian falsifiability criteria (reject if CF <20% at p<0.05). Red Sea-specific environmental mitigations include deep OTEC discharge and nanomaterial coatings. Grid integration via unified power converters and hydraulic storage ensures IEEE 1547 compliance. A phased roadmap projects LCOE <$0.10/kWh by 2035, driven by 30% OPEX reductions from predictive AI maintenance and durable composites. This framework advances sustainable ocean energy, addressing intermittency with unprecedented depth and precision, extendable to Gulf of Aden applications, with potential to unlock 2--4 TW global ocean renewables for decarbonization.
DOI: 10.13130/rd_unimi/jmksaw/twxnoi
title: ensemble_delta_ref_mono_oracle_Group.Auto+Neigh.kDistance_l2_k50_div+Sink N03_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/wqngnb
title: assignment_Distance.Boundary_max+Sink N15_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/yfxkx5
title: ensemble_quality_Distance.Clustering_max+RR N15_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/pjuxf8
title: delta_self_ensemble_GROUND_TRUTH Sink N03_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/uefqgo
title: delta_self_ensemble_Distance.Boundary_max+RR N09_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/pazg5d
title: ensemble_delta_ref_mono_vanilla_Distance.Clustering_div+Sink N21_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/8nvi5p
title: ensemble_delta_ref_mono_vanilla_Distance.Clustering_div+Sink N03_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/qi1v6n
title: delta_self_ensemble_Distance.Clustering_div+Sink N21_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/o4si6m
title: mono_vanilla_quality_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/oqsd4n
title: assignment_Group.Auto+Neigh.kDistance_l2_k5_div+Sink N03_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/i5fmax
title: ensemble_delta_ref_mono_vanilla_GROUND_TRUTH Sink N21_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/sladen
title: ensemble_quality_GROUND_TRUTH RR N27_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/fxfbgv
title: ensemble_quality_GROUND_TRUTH RR N33_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/8hncfs
title: ensemble_delta_ref_mono_oracle_GROUND_TRUTH RR N33_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/vaexyi
title: ensemble_quality_Group.Auto+Neigh.kDistance_l2_k5_div+RR N27_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/iohxlw
title: ensemble_delta_ref_mono_vanilla_GROUND_TRUTH RR N33_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/kk8kki
title: assignment_TSUSC N09_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/vzcuyr
title: ensemble_delta_ref_mono_oracle_Distance.Boundary_max+Sink N27_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/zmu0v5
title: ensemble_quality_GROUND_TRUTH RR N33_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/hebctb
title: assignment_Distance.Clustering_div+Sink N03_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/hy5zi1
title: ensemble_delta_ref_mono_oracle_GROUND_TRUTH Sink N27_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/7l66h6
title: delta_self_ensemble_Distance.Boundary_max+Sink N09_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/tefsgf
title: ensemble_quality_Distance.Clustering_div+Sink N21_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/mrpisc
title: ensemble_delta_ref_mono_vanilla_TSUSC N33_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/idtcvq
title: ensemble_delta_ref_mono_vanilla_TSUSC N21_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/xgcttl
title: ensemble_delta_ref_mono_oracle_GROUND_TRUTH RR N21_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/57gm46
title: delta_self_ensemble_Distance.Clustering_div+RR N09_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/nbyshz
title: ensemble_quality_Distance.Boundary_max+Sink N09_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/0ghkrm
title: ensemble_delta_ref_mono_oracle_GROUND_TRUTH Sink N03_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/6kswzd
title: assignment_Group.Auto+Neigh.kDistance_l2_k5_div+Sink N33_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/p6c08c
title: assignment_Distance.Boundary_max+Sink N27_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/oixpkm
title: ensemble_quality_TSUSC N33_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/pzl9mk
title: assignment_GROUND_TRUTH RR N09_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/yevpco
title: assignment_Distance.Clustering_div+RR N33_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/heniuv
title: delta_self_ensemble_GROUND_TRUTH Sink N21_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/2qz6uh
title: assignment_GROUND_TRUTH Sink N27_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/ojf0km
title: delta_self_ensemble_Distance.Clustering_div+Sink N09_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/mj7ufo
title: delta_self_ensemble_Group.Auto+Neigh.kDistance_l2_k5_div+Sink N15_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/qiid91
title: ensemble_delta_ref_mono_vanilla_Group.Auto+Neigh.kDistance_l2_k5_div+RR N03_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/z4jblz
title: assignment_Distance.Boundary_max+RR N21_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/4ymup5
title: ensemble_delta_ref_mono_oracle_GROUND_TRUTH Sink N15_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/b1dzvk
title: ensemble_delta_ref_mono_oracle_Distance.Clustering_div+Sink N33_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/byusbs
title: ensemble_delta_ref_mono_vanilla_TSUSC N09_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/vjhhdb
title: ensemble_delta_ref_mono_vanilla_TSUSC N27_training_set_clean.tab
DOI: 10.15468/dl.s87cmg
title: Occurrence Download

description: A dataset containing 68 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Amarinus paralacustris"
 ]
}

 The dataset includes 68 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040012-251025141854904/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/eqyvbk
title: ensemble_delta_ref_mono_oracle_Group.Auto+Neigh.kDistance_l2_k5_div+Sink N03_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/9q3be8
title: ensemble_delta_ref_mono_vanilla_GROUND_TRUTH Sink N03_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/uctwd4
title: assignment_GROUND_TRUTH RR N21_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/xp7jeu
title: ensemble_delta_ref_mono_oracle_Group.Auto+Neigh.kDistance_l2_k5_div+RR N33_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/qxrgqb
title: ensemble_delta_ref_mono_oracle_Distance.Clustering_div+Sink N15_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/khgrpu
title: ensemble_delta_ref_mono_vanilla_TSUSC N03_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/fakydx
title: ensemble_delta_ref_mono_vanilla_Distance.Boundary_max+Sink N33_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/fqfauu
title: ensemble_quality_Distance.Clustering_div+RR N27_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/tbtsxz
title: ensemble_delta_ref_mono_vanilla_Group.Auto+Neigh.kDistance_l2_k5_div+Sink N21_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/p3i0zt
title: assignment_GROUND_TRUTH Sink N15_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/7hx62q
title: ensemble_delta_ref_mono_vanilla_TSUSC N03_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/jwvszk
title: ensemble_delta_ref_mono_vanilla_Distance.Boundary_max+Sink N33_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/uizhmw
title: ensemble_quality_Distance.Clustering_div+RR N09_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/09xm8u
title: ensemble_delta_ref_mono_oracle_GROUND_TRUTH RR N15_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/i23gni
title: ensemble_delta_ref_mono_vanilla_GROUND_TRUTH RR N21_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/i4jigy
title: delta_self_ensemble_Group.Auto+Neigh.kDistance_l2_k5_div+Sink N21_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/l7dxw5
title: ensemble_quality_Distance.Clustering_div+RR N15_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/tsezmo
title: assignment_TSUSC N09_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/fl3f4x
title: ensemble_delta_ref_mono_oracle_Group.Auto+Neigh.kDistance_l2_k5_div+Sink N03_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/0yuy3g
title: mono_vanilla_delta_self_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/uiffke
title: assignment_TSUSC N03_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/ycxutx
title: ensemble_quality_TSUSC N15_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/chpyy6
title: assignment_TSUSC N33_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/dhqjvo
title: ensemble_delta_ref_mono_oracle_TSUSC N33_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/loygl4
title: ensemble_delta_ref_mono_oracle_TSUSC N27_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/5yzpqj
title: ensemble_quality_Group.Auto+Neigh.kDistance_l2_k5_div+RR N09_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/xqsz4g
title: ensemble_delta_ref_mono_vanilla_Group.Auto+Neigh.kDistance_l2_k5_div+Sink N15_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/ffrwb0
title: assignment_Distance.Boundary_max+Sink N21_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/625qfx
title: assignment_Distance.Clustering_div+Sink N21_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/fkvzgx
title: assignment_GROUND_TRUTH Sink N15_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/eahtil
title: assignment_Distance.Clustering_div+RR N15_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/buud8g
title: delta_self_ensemble_Distance.Clustering_div+RR N03_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/vticov
title: ensemble_quality_Group.Auto+Neigh.kDistance_l2_k5_div+Sink N15_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/age3ra
title: mono_vanilla_delta_ref_mono_oracle_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/2crehn
title: ensemble_delta_ref_mono_oracle_Group.Auto+Neigh.kDistance_l2_k5_div+RR N03_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/fsydn4
title: assignment_Group.Auto+Neigh.kDistance_l2_k5_div+Sink N09_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/chmlge
title: delta_self_ensemble_Distance.Boundary_max+RR N03_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/rj8njl
title: ensemble_delta_ref_mono_oracle_Distance.Clustering_div+Sink N03_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/hv8bwf
title: delta_self_ensemble_Group.Auto+Neigh.kDistance_l2_k5_div+Sink N33_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/drur3r
title: delta_self_ensemble_Distance.Boundary_max+RR N33_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/gz56rs
title: assignment_GROUND_TRUTH Sink N27_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/rc4ovw
title: assignment_Group.Auto+Neigh.kDistance_l2_k5_div+Sink N09_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/6bmyo1
title: ensemble_delta_ref_mono_vanilla_GROUND_TRUTH Sink N09_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/arzrbk
title: delta_self_ensemble_Distance.Boundary_max+Sink N27_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/vmhgfn
title: ensemble_delta_ref_mono_vanilla_Distance.Clustering_div+RR N15_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/jubosv
title: ensemble_delta_ref_mono_vanilla_Group.Auto+Neigh.kDistance_l2_k5_div+RR N33_test_set_clean.tab
DOI: 10.7910/dvn/0uvl7l
title: FCR dataset

description: Data collected in mother-infant dyads participating in the iGrow study. Variables include food cue reactivity, maternal feeding styles and use of bottle feeding among infants between ages 2m and 6m.
DOI: 10.13130/rd_unimi/jmksaw/axeebd
title: ensemble_quality_TSUSC N27_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/mbhmez
title: ensemble_delta_ref_mono_oracle_Group.Auto+Neigh.kDistance_l2_k5_div+Sink N09_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/cyhmou
title: delta_self_ensemble_TSUSC N15_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/7okgv4
title: ensemble_delta_ref_mono_oracle_GROUND_TRUTH Sink N09_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/owxbiq
title: delta_self_ensemble_Distance.Boundary_max+Sink N15_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/o2litj
title: ensemble_quality_Group.Auto+Neigh.kDistance_l2_k5_div+Sink N15_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/yor3pe
title: ensemble_delta_ref_mono_vanilla_Distance.Clustering_div+RR N03_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/es9wr5
title: delta_self_ensemble_Distance.Clustering_div+RR N21_training_set_clean.tab
DOI: 10.5281/zenodo.17635512
title: Understanding CI/CD Workflow Runs \\ Through Interactive and Animated Visualizations
DOI: 10.13130/rd_unimi/jmksaw/wb1nmw
title: ensemble_delta_ref_mono_oracle_GROUND_TRUTH RR N27_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/7nx9vw
title: delta_self_ensemble_Distance.Clustering_div+Sink N15_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/hlgd8u
title: delta_self_ensemble_Group.Auto+Neigh.kDistance_l2_k5_div+Sink N15_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/oibuk2
title: ensemble_delta_ref_mono_oracle_Distance.Boundary_max+RR N33_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/jdcwdy
title: assignment_GROUND_TRUTH Sink N03_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/gs1b5b
title: ensemble_delta_ref_mono_oracle_Distance.Boundary_max+Sink N33_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/vocxr6
title: delta_self_ensemble_Group.Auto+Neigh.kDistance_l2_k5_div+Sink N03_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/ggzofi
title: assignment_Distance.Clustering_div+RR N21_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/mfzhuy
title: ensemble_delta_ref_mono_vanilla_Group.Auto+Neigh.kDistance_l2_k5_div+RR N27_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/6kdiet
title: assignment_Group.Auto+Neigh.kDistance_l2_k5_div+Sink N21_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/4kn7yk
title: ensemble_delta_ref_mono_oracle_Distance.Clustering_div+RR N09_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/rfusxs
title: ensemble_quality_TSUSC N33_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/pcxmf0
title: mono_vanilla_delta_self_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/pmil8k
title: delta_self_ensemble_TSUSC N33_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/wm3rzp
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/me7nsg
title: ensemble_quality_GROUND_TRUTH RR N09_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/z4b7qn
title: ensemble_delta_ref_mono_vanilla_Distance.Boundary_max+RR N03_test_set_clean.tab
DOI: 10.15468/dl.2bb773
title: Occurrence Download

description: A dataset containing 572022 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cardellina canadensis",
 "Year 1978-2025"
 ]
}

 The dataset includes 572022 records from 157 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039959-251025141854904/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/5umomx
title: ensemble_delta_ref_mono_oracle_Distance.Clustering_div+Sink N33_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/87vzfz
title: assignment_TSUSC N15_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/n9srhy
title: delta_self_ensemble_Group.Auto+Neigh.kDistance_l2_k5_div+RR N15_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/0oz59o
title: ensemble_quality_Distance.Boundary_max+RR N21_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/kndvjn
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/tgkorr
title: assignment_Distance.Boundary_max+Sink N27_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/vhpg8y
title: delta_self_ensemble_Group.Auto+Neigh.kDistance_l2_k5_div+RR N33_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/dytgpd
title: ensemble_quality_GROUND_TRUTH Sink N03_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/f2qm9i
title: ensemble_quality_TSUSC N03_test_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/qcyuys
title: assignment_Distance.Clustering_div+Sink N21_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/kkbxpw
title: assignment_Group.Auto+Neigh.kDistance_l2_k5_div+RR N33_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/wgwvvx
title: ensemble_delta_ref_mono_oracle_Distance.Boundary_max+Sink N09_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/xrqitw
title: ensemble_delta_ref_mono_vanilla_Distance.Boundary_max+RR N21_training_set_clean.tab
DOI: 10.13130/rd_unimi/jmksaw/sbvwqu
title: delta_self_ensemble_Distance.Clustering_div+RR N27_test_set_clean.tab
DOI: 10.15468/dl.nrsr7j
title: Occurrence Download

description: A dataset listing the 201019 species recorded in GBIF matching the query:
{
 "or" : [
 "PublishingCountry is one of (Argentina, Falkland Islands (Malvinas), South Georgia and the South Sandwich Islands)",
 {
 "and" : [
 "Country is one of (Argentina, Falkland Islands (Malvinas), South Georgia and the South Sandwich Islands)",
 "HasGeospatialIssue is false"
 ]
 },
 "Geometry POLYGON((-74 -60, -25 -60, -25 -90, -74 -90, -74 -60))"
 ]
}

 The dataset's 201019 records were derived from 3589 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039996-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.22002/c53m0-y2e92
title: Unspecified

description: Raw data files of Unspecified
description: <strong>Tilt Series Date:</strong> 2018-09-06</p>
<strong>Data Taken By:</strong> Jun Zhang</p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-54.0°, 54.0°), step: 2°, constant angular increment, dosage: 100.0 eV/Å²,  defocus: -7.0 μm,  magnification: 41000x. </p>
<strong>Acquisition Software:</strong> SerialEM</p>
<strong>Upload Method:</strong> pipeline</p>
<strong>Processing Software Used:</strong> Raptor</p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/jza2018-09-06-133/rawdata/</p>JV9264_B6.mrc,  Tilt Series (Pixel Size 0.2654 nm), 1.6 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/jza2018-09-06-133/rawdata/JV9264_B6.mrc"
        > <i class="download icon"></i> Download </a></p>

        JV9264_B6_full.rec,  Reconstruction (Pixel Size 1.0616 nm), 534.5 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/jza2018-09-06-133/3dimage_98027/JV9264_B6_full.rec"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.22002/t230d-n1987
title: Unspecified

description: Raw data files of Unspecified
description: <strong>Tilt Series Date:</strong> 2018-12-07</p>
<strong>Data Taken By:</strong> Mohammed Kaplan</p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-60.0°, 60.0°), step: 2°, constant angular increment, dosage: 180.0 eV/Å²,  defocus: -9.0 μm,  magnification: 26000x. </p>
<strong>Acquisition Software:</strong> SerialEM</p>
<strong>Upload Method:</strong> pipeline</p>
<strong>Processing Software Used:</strong> Raptor</p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/mka2018-12-07-59/rawdata/</p>conjugation11.mrc,  Tilt Series (Pixel Size 0.53 nm), 1.4 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/mka2018-12-07-59/rawdata/conjugation11.mrc"
        > <i class="download icon"></i> Download </a></p>

        conjugation11_full.rec,  Reconstruction (Pixel Size 2.12 nm), 445.4 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/mka2018-12-07-59/3dimage_99029/conjugation11_full.rec"
        > <i class="download icon"></i> Download </a></p>