cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.bqk3u9
title: Occurrence Download

description: A dataset containing 456 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ailanthus altissima",
 "Country is South Africa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 456 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011653-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ha7kdd
title: Occurrence Download

description: A dataset containing 7533 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Calliphora vomitoria"
 ]
}

 The dataset includes 7533 records from 232 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011654-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2gxrhn
title: CCDC 2291752: Experimental Crystal Structure Determination

description: Related Article: Hermann, Leandra, Kelling, Alexandra, Sperlich, Eric|2023|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.bprcpp
title: Occurrence Download

description: A dataset containing 10772 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ailanthus altissima",
 "Country is Spain",
 "HasCoordinate is true"
 ]
}

 The dataset includes 10772 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011655-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c2x96a
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chamomilla chamomilla",
 "Country is Chile",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011657-250711103210423/datasets/export for details.
DOI: 10.15468/dl.8czcq7
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pseudochalceus perstriatus"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011659-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5258/soton/d3536
title: Dataset for thesis 'Laser-induced graphene for structural health monitoring of composite materials'

description: The dataset based on Chen, X. (2025). Laser-induced graphene for structural health monitoring of composite materials. [Doctoral Thesis, University of Southampton].
DOI: 10.15468/dl.7aruyh
title: Occurrence Download

description: A dataset containing 8155 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Isodon inflexus"
 ]
}

 The dataset includes 8155 records from 163 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011658-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nemkb2
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Draba bhutanica"
 ]
}

 The dataset includes 13 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011660-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7kpznz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Poecile atricapillus)",
 "Country is one of (Algeria, Angola, Benin, Botswana, British Indian Ocean Territory, Burkina Faso, Burundi, Cabo Verde, Cameroon, Central African Republic, Chad, Comoros, Congo, Congo, Democratic Republic of the, Côte d’Ivoire, Djibouti, Egypt, Equatorial Guinea, Eritrea, Eswatini, Ethiopia, French Southern Territories, Gabon, Gambia, Ghana, Guinea, Guinea-Bissau, Kenya, Lesotho, Liberia, Libya, Madagascar, Malawi, Mali, Mauritania, Mauritius, Mayotte, Morocco, Mozambique, Namibia, Niger, Nigeria, Réunion, Rwanda, Saint Helena, Ascension and Tristan da Cunha, Sao Tome and Principe, Senegal, Seychelles, Sierra Leone, Somalia, South Africa, South Sudan, Sudan, Tanzania, United Republic of, Togo, Tunisia, Uganda, Western Sahara, Zambia, Zimbabwe)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011663-250711103210423/datasets/export for details.
DOI: 10.15468/dl.zf4mms
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ailanthus altissima",
 "Country is Turkmenistan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011664-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uv4xa5
title: Occurrence Download

description: A dataset containing 22321 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ailanthus altissima",
 "Country is Switzerland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 22321 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011662-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9ej9am
title: Occurrence Download

description: A dataset containing 286 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cichorium intybus",
 "Country is Chile",
 "HasCoordinate is true"
 ]
}

 The dataset includes 286 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011665-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x8wb6p
title: Occurrence Download

description: A dataset containing 3801 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Agave palmeri)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3801 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011666-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pgavnz
title: Occurrence Download

description: A dataset containing 65 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:ACF1191"
 ]
}

 The dataset includes 65 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011667-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xyxjhh
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Piranga ludoviciana)",
 "Country is one of (Afghanistan, Armenia, Azerbaijan, Bahrain, Bangladesh, Bhutan, Brunei Darussalam, Cambodia, China, Cyprus, Georgia, Hong Kong, India, Indonesia, Iran (Islamic Republic of), Iraq, Israel, Japan, Jordan, Kazakhstan, Korea (Democratic People’s Republic of), Korea, Republic of, Kuwait, Kyrgyzstan, Lao People’s Democratic Republic, Lebanon, Macao, Malaysia, Maldives, Mongolia, Myanmar, Nepal, Oman, Pakistan, Palestine, State of, Philippines, Qatar, Saudi Arabia, Singapore, Sri Lanka, Syrian Arab Republic, Tajikistan, Thailand, Timor-Leste, Türkiye, Turkmenistan, United Arab Emirates, Uzbekistan, Viet Nam, Yemen)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011671-250711103210423/datasets/export for details.
DOI: 10.15468/dl.q95c3a
title: Occurrence Download

description: A dataset containing 1789 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Isodon lophanthoides"
 ]
}

 The dataset includes 1789 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011668-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cektf8
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000819-160822134323880/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qxjnx5
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is incertae sedis",
 "Year is greater than 2013",
 "Geometry MULTIPOLYGON (((12.957718 42.079306,12.956811 42.078436,12.956319 42.077364,12.956001 42.076551,12.955403 42.075192,12.955313 42.074611,12.95526 42.073923,12.955272 42.073081,12.95481 42.072846,12.954122 42.072615,12.954027 42.07241,12.954015 42.072069,12.953797 42.071786,12.953318 42.071466,12.952213 42.070831,12.9512 42.070385,12.950485 42.070262,12.950149 42.070148,12.949587 42.070132,12.949219 42.070146,12.948912 42.070213,12.948621 42.070523,12.948023 42.070876,12.947956 42.071262,12.947763 42.07145,12.947368 42.071572,12.947051 42.071549,12.943151 42.072277,12.940931 42.072138,12.937223 42.072572,12.935288 42.073073,12.934227 42.073083,12.934249 42.073724,12.934008 42.074087,12.933523 42.074257,12.933179 42.074501,12.933076 42.074713,12.932873 42.075067,12.932433 42.075309,12.93225 42.075455,12.93223 42.075953,12.932309 42.076423,12.932275 42.076868,12.932496 42.07716,12.932597 42.077779,12.933174 42.077953,12.93388 42.078458,12.934751 42.07873,12.935415 42.078846,12.935408 42.079201,12.935483 42.079529,12.935778 42.079959,12.93635 42.080277,12.937201 42.080681,12.937427 42.080938,12.93784 42.081225,12.938469 42.081231,12.939425 42.081619,12.939416 42.081904,12.940721 42.082648,12.941259 42.083054,12.941575 42.08308,12.942061 42.083391,12.942553 42.083907,12.943565 42.084635,12.944264 42.084815,12.945072 42.085044,12.945485 42.085354,12.945594 42.085589,12.946095 42.086063,12.94652 42.086285,12.947622 42.086965,12.947873 42.087453,12.948386 42.087927,12.948997 42.088331,12.950264 42.087061,12.950621 42.086967,12.95124 42.086518,12.951781 42.086145,12.952334 42.085948,12.952886 42.085715,12.953439 42.085436,12.953868 42.085246,12.954322 42.085042,12.954474 42.084833,12.954649 42.084647,12.956032 42.084159,12.956221 42.084,12.957462 42.083228,12.958584 42.081139,12.958319 42.080709,12.958209 42.080452,12.957718 42.079306)))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029688-230530130749713/datasets/export for details.
DOI: 10.15468/dl.iemuh4
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003841-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dj9aud
title: Occurrence Download

description: A dataset containing 61446753 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters 0.0-499.0",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year 2015-2020"
 ]
}

 The dataset includes 61446753 records from 1033 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062840-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d54fep
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is incertae sedis",
 "Year is greater than 2013",
 "Geometry MULTIPOLYGON (((8.725818 45.796389,8.72579 45.796282,8.726155 45.795884,8.727655 45.796199,8.729994 45.795893,8.73172 45.795508,8.733724 45.795279,8.733727 45.794734,8.734235 45.793101,8.734574 45.791973,8.731519 45.79111,8.73152 45.790837,8.731337 45.790551,8.73141 45.790487,8.731641 45.78889,8.731696 45.788892,8.731656 45.788787,8.731871 45.787297,8.731544 45.786662,8.731596 45.786518,8.731487 45.786051,8.730989 45.785875,8.730988 45.785816,8.72999 45.785035,8.729659 45.78449,8.729416 45.78399,8.729885 45.783867,8.729719 45.783556,8.729442 45.78336,8.729277 45.783049,8.728666 45.782814,8.728445 45.782502,8.728311 45.782511,8.728005 45.781567,8.727841 45.780983,8.727399 45.780398,8.726477 45.780094,8.726623 45.779812,8.726183 45.778838,8.725795 45.778565,8.726797 45.778256,8.726853 45.778139,8.726688 45.777905,8.726244 45.777671,8.726412 45.77736,8.725895 45.776886,8.72597 45.776853,8.725471 45.776502,8.72486 45.776383,8.723807 45.775641,8.723587 45.775096,8.7232 45.774706,8.722645 45.774393,8.721584 45.775247,8.721307 45.775013,8.721755 45.774391,8.722257 45.77412,8.721262 45.772911,8.720987 45.772404,8.720381 45.771274,8.718999 45.769558,8.718444 45.769246,8.717719 45.76975,8.718495 45.77018,8.718383 45.770452,8.718104 45.770529,8.718325 45.770841,8.717965 45.771043,8.715501 45.768421,8.716393 45.768112,8.716283 45.767723,8.716342 45.767139,8.709998 45.768096,8.708502 45.76708,8.707994 45.768441,8.709156 45.769495,8.707812 45.771398,8.708694 45.772802,8.708574 45.77463,8.709512 45.775995,8.709511 45.776112,8.708437 45.779495,8.710417 45.78382,8.709739 45.785803,8.707105 45.789532,8.707046 45.790271,8.705957 45.796262,8.712306 45.795072,8.712416 45.795266,8.713418 45.795152,8.717871 45.794618,8.719876 45.794351,8.720018 45.794315,8.720872 45.795452,8.720649 45.79552,8.720037 45.795519,8.719257 45.795711,8.717976 45.795864,8.716417 45.796094,8.714804 45.79609,8.713802 45.796243,8.713132 45.796669,8.713686 45.797176,8.713684 45.797449,8.714128 45.797645,8.71513 45.797725,8.71574 45.798038,8.716351 45.798156,8.717466 45.797847,8.719193 45.797424,8.72025 45.797348,8.721419 45.797235,8.722198 45.797275,8.722754 45.797277,8.724145 45.797202,8.724875 45.795959,8.725208 45.796115,8.725818 45.796389)))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030387-230530130749713/datasets/export for details.
DOI: 10.15468/dl.j59ccn
title: Occurrence Download

description: A dataset containing 608624054 species occurrences available in GBIF matching the query:
{ }

 The dataset includes 608624054 records from 13645 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000815-160822134323880/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xyatf5
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:ADW4195"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0092938-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5525/gla.researchdata.1664
title: Hydraulic and geomorphic assessment of structural interventions on the tropical, wandering Bislak River, the Philippines
DOI: 10.15468/dl.m9prkt
title: Occurrence Download

description: A dataset containing 63 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pterygota alata (Roxb.) R.Br.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 63 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0092939-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5883/ds-col0815
title: The genus Colydium Fabricius in Europe (Coleoptera, Zopheridae, Colydiinae) with description of a new species, Colydium noblecourti sp. nov.

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.15468/dl.n2b75u
title: Occurrence Download

description: A dataset containing 95 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Olindias sambaquiensis Müller, 1861"
 ]
}

 The dataset includes 95 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0092941-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.26097616
title: GSE145197_LAYERS

description: data from droin et al.[1] Droin, Colas, Jakob El Kholtei, Keren Bahar Halpern, Clémence Hurni, Milena Rozenberg, Sapir Muvkadi, Shalev Itzkovitz, and Felix Naef. "Space-time logic of liver gene expression at sub-lobular scale." Nature Metabolism 3, no. 1 (2021): 43-58.
DOI: 10.6084/m9.figshare.26097616.v1
title: GSE145197_LAYERS

description: data from droin et al.[1] Droin, Colas, Jakob El Kholtei, Keren Bahar Halpern, Clémence Hurni, Milena Rozenberg, Sapir Muvkadi, Shalev Itzkovitz, and Felix Naef. "Space-time logic of liver gene expression at sub-lobular scale." Nature Metabolism 3, no. 1 (2021): 43-58.
DOI: 10.15468/dl.p4ex5h
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AEB2703"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0092943-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pjhc7x
title: Occurrence Download

description: A dataset containing 5226 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Convolvulus tricolor L.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5226 records from 121 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0092942-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.12529882
title: GGPONC 2.0 (Coordination Ellipses)

description: Dataset of more than 4,000 manually annotated elliptical coordinated compound noun phrases (ECCNPs) in German medical text (subset of GGPONC 2.0), along with the respective ground truth resolutions.

Published in: Resolving Elliptical Compounds in German Medical Text @ BioNLP'23 (ACL Workshop)

Files:



ggponc_ellipses_compounds.tsv (examples of ECCNPs + resolution)

ggponc_no_ellipses_small.tsv (manually validated subset of sentences not containing ECCNPs)

ggponc_no_ellipses_all.tsv (more extensive, but potentially noisy subset of sentences not containing ECCNPs)

ellipses_splits.csv (assignment of files to train / dev / test splits)
DOI: 10.5281/zenodo.12532240
title: Supplementary material for EMG of the Fugl-Meyer tasks
DOI: 10.5281/zenodo.12532241
title: Supplementary material for EMG of the Fugl-Meyer tasks
DOI: 10.5281/zenodo.12529883
title: GGPONC 2.0 (Coordination Ellipses)

description: Dataset of more than 4,000 manually annotated elliptical coordinated compound noun phrases (ECCNPs) in German medical text (subset of GGPONC 2.0), along with the respective ground truth resolutions.

Published in: Resolving Elliptical Compounds in German Medical Text @ BioNLP'23 (ACL Workshop)

Files:



ggponc_ellipses_compounds.tsv (examples of ECCNPs + resolution)

ggponc_no_ellipses_small.tsv (manually validated subset of sentences not containing ECCNPs)

ggponc_no_ellipses_all.tsv (more extensive, but potentially noisy subset of sentences not containing ECCNPs)

ellipses_splits.csv (assignment of files to train / dev / test splits)
DOI: 10.15468/dl.mg4h5e
title: Occurrence Download

description: A dataset containing 32535 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pontederia crassipes Mart.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 32535 records from 508 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0092940-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.26097655
title: GSE145197_RAW

description: data from droin et al.[1] Droin, Colas, Jakob El Kholtei, Keren Bahar Halpern, Clémence Hurni, Milena Rozenberg, Sapir Muvkadi, Shalev Itzkovitz, and Felix Naef. "Space-time logic of liver gene expression at sub-lobular scale." Nature Metabolism 3, no. 1 (2021): 43-58.
DOI: 10.6084/m9.figshare.26097655.v1
title: GSE145197_RAW

description: data from droin et al.[1] Droin, Colas, Jakob El Kholtei, Keren Bahar Halpern, Clémence Hurni, Milena Rozenberg, Sapir Muvkadi, Shalev Itzkovitz, and Felix Naef. "Space-time logic of liver gene expression at sub-lobular scale." Nature Metabolism 3, no. 1 (2021): 43-58.