cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15472/h45qke
title: Colección de artrópodos de las Colecciones Biológicas de la Universidad CES (CBUCES)

description: Las colecciones biológicas albergan billones de especímenes que constituyen un recurso de información irremplazable fundamental para la sociedad. Los especímenes que custodian y sus datos asociados representan el fundamento de nuestra comprensión de la biodiversidad. A pesar de su importancia, en muchos casos los datos asociados no están disponibles para el público, generando un desconocimiento de lo que son y de su importancia. Las Colecciones Biológicas de la Universidad CES – CBUCES, son un respaldo a las funciones de docencia, investigación, innovación y extensión de la Universidad y soportan cursos y proyectos de las diferentes facultades. Cuentan con cerca de 5000 especímenes incluyendo artrópodos terrestres, y son depositarias de especímenes de muchas zonas del Colombia. A pesar de ser una colección joven, la colección ha crecido ostensiblemente en el número de especímenes depositados, y en la importancia de estos especímenes. Este proyecto busca incrementar la visibilidad nacional e internacional de las Colecciones Biológicas de la Universidad CES, a través la publicación de datos y la generación de imágenes digitales de especímenes depositados en estas, para ser publicados a través de alguno de los portales de Symbiota.
description: Este conjunto de datos comprende 1.111 registros biológicos, con 270 taxones únicos, provenientes de 12 departamentos recolectados entre los años 2007 al 2022. Se encuentran distribuidos en seis ordenes. Un 0.90% está clasificado a nivel de subespecie, un 29% a especie, 43.29% a género, 9.99% a familia y 8.52% a categorías superiores.
DOI: 10.60712/si-id251691.1
title: StrainInfo SI-ID 251691.1

description: StrainInfo dataset 251691 about a strain of Berkeleyomyces basicola. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id251853.1
title: StrainInfo SI-ID 251853.1

description: StrainInfo dataset 251853 about a strain of Gymnascella dankaliensis. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.15468/dl.kmd9c4
title: Occurrence Download

description: A dataset containing 210501 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Araceae)",
 "HasCoordinate is true",
 "Geometry POLYGON((-116 32, -116 -60, -33 -60, -33 32, -116 32))"
 ]
}

 The dataset includes 210501 records from 563 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008503-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60712/si-id251692.1
title: StrainInfo SI-ID 251692.1

description: StrainInfo dataset 251692 about a strain of Chaetomium mollipilium. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id251693.1
title: StrainInfo SI-ID 251693.1

description: StrainInfo dataset 251693 about a strain of Paecilomyces niveus. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id251765.1
title: StrainInfo SI-ID 251765.1

description: StrainInfo dataset 251765 about a strain of Cladonia subtenuis. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id251766.1
title: StrainInfo SI-ID 251766.1

description: StrainInfo dataset 251766 about a strain of Unidentified. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id251767.1
title: StrainInfo SI-ID 251767.1

description: StrainInfo dataset 251767 about a strain of Neurospora calospora. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id251768.1
title: StrainInfo SI-ID 251768.1

description: StrainInfo dataset 251768 about a strain of Phytophthora erythroseptica. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id251854.1
title: StrainInfo SI-ID 251854.1

description: StrainInfo dataset 251854 about a strain of Gymnascella citrina. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id251855.1
title: StrainInfo SI-ID 251855.1

description: StrainInfo dataset 251855 about a strain of Shanorella spirotricha. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id251856.1
title: StrainInfo SI-ID 251856.1

description: StrainInfo dataset 251856 about a strain of Lemonniera filiformis. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id251857.1
title: StrainInfo SI-ID 251857.1

description: StrainInfo dataset 251857 about a strain of Lunulospora curvula. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id251694.1
title: StrainInfo SI-ID 251694.1

description: StrainInfo dataset 251694 about a strain of Neurospora galapagosensis. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id251695.1
title: StrainInfo SI-ID 251695.1

description: StrainInfo dataset 251695 about a strain of Trichophyton mentagrophytes. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id251696.1
title: StrainInfo SI-ID 251696.1

description: StrainInfo dataset 251696 about a strain of Trichophyton mentagrophytes. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id251769.1
title: StrainInfo SI-ID 251769.1

description: StrainInfo dataset 251769 about a strain of Bipolaris zeicola. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id251770.1
title: StrainInfo SI-ID 251770.1

description: StrainInfo dataset 251770 about a strain of Unidentified. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id251771.1
title: StrainInfo SI-ID 251771.1

description: StrainInfo dataset 251771 about a strain of Berkleasmium concinnum. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id251858.1
title: StrainInfo SI-ID 251858.1

description: StrainInfo dataset 251858 about a strain of Penicillium aurantiogriseum. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id251859.1
title: StrainInfo SI-ID 251859.1

description: StrainInfo dataset 251859 about a strain of Unidentified. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id251860.1
title: StrainInfo SI-ID 251860.1

description: StrainInfo dataset 251860 about a strain of Scopulariopsis. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id251861.1
title: StrainInfo SI-ID 251861.1

description: StrainInfo dataset 251861 about a strain of Globisporangium debaryanum. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id251697.1
title: StrainInfo SI-ID 251697.1

description: StrainInfo dataset 251697 about a strain of Trichophyton mentagrophytes. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id251772.1
title: StrainInfo SI-ID 251772.1

description: StrainInfo dataset 251772 about a strain of Unidentified. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id251773.1
title: StrainInfo SI-ID 251773.1

description: StrainInfo dataset 251773 about a strain of Unidentified. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id251774.1
title: StrainInfo SI-ID 251774.1

description: StrainInfo dataset 251774 about a strain of Unidentified. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id251775.1
title: StrainInfo SI-ID 251775.1

description: StrainInfo dataset 251775 about a strain of Unidentified. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id251776.1
title: StrainInfo SI-ID 251776.1

description: StrainInfo dataset 251776 about a strain of Unidentified. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id251862.1
title: StrainInfo SI-ID 251862.1

description: StrainInfo dataset 251862 about a strain of Globisporangium irregulare. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id251863.1
title: StrainInfo SI-ID 251863.1

description: StrainInfo dataset 251863 about a strain of Globisporangium paroecandrum. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.15468/dl.fdsttw
title: Occurrence Download

description: A dataset containing 51124 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Allium sphaerocephalon L., Allium sphaerocephalon subsp. arvense (Guss.) Arcang., Allium sphaerocephalon var. aegaeum (Heldr. & Halácsy) Hayek, Allium sphaerocephalon var. bosniacum (Kumm. & Sendtn.) Asch. & Graebn., Allium sphaerocephalon var. approximatum (Gren. & Godr.) Nyman, Allium sphaerocephalon var. descendens (L.) Regel, Allium sphaerocephalon var. compactum (Thuill.) St.-Lag., Allium sphaerocephalon subsp. amethystinum Tausch, Allium sphaerocephalon subsp. ebusitanum (Font Quer) Rosselló, Mus & N.Torres, Allium sphaerocephalon var. descendens (L.) P.Fourn., Allium sphaerocephalon var. densiflorum (De Not.) Rouy, Allium sphaerocephalon var. bulbilliferum Loret & Barrandon, Allium sphaerocephalon subsp. descendens (L.) K.Richt., Allium sphaerocephalon var. laxiflorum Guss., Allium sphaerocephalon var. sardoum (Moris) Regel, Allium sphaerocephalon var. crinitum (Tausch) Nyman, Allium sphaerocephalon var. albidum St.-Lag., Allium sphaerocephalon var. arvense (Guss.) Parl., Allium sphaerocephalon var. durandoi Batt. & Trab., Allium sphaerocephalon subsp. durandoi (Batt. & Trab.) Duyfjes, Allium sphaerocephalon subsp. rollii (A.Terracc.) K.Richt., Allium sphaerocephalon subsp. curtum (Boiss. & Gaill.) Duyfjes, Allium sphaerocephalon subsp. descendens Asch. & Graebn., 1905, Allium sphaerocephalon var. scaberrimum (M.Serres) Nyman, Allium sphaerocephalon var. deseglisei (Boreau) Martrin-Donos, Allium sphaerocephalon subsp. sphaerocephalon, Allium sphaerocephalon subsp. laxiflorum (Guss.) Giardina & Raimondo, Allium sphaerocephalon var. stipitatum Radić, 1989, Allium sphaerocephalon var. sphaerocephalon, Allium sphaerocephalon subsp. trachypus (Boiss. & Spruner) K.Richt., Allium sphaerocephalon f. prostratum Corill., Figureau & Godeau, Allium sphaerocephalon subsp. sardoum (Moris) K.Richt., Allium sphaerocephalon var. purpureum Nyman, Allium sphaerocephalon var. pygmaeum (E.Perrier) P.Fourn., Allium sphaerocephalon var. viridialbum (Tineo) Regel, Allium sphaerocephalon f. viridialbum (Tineo) Velen., Allium sphaerocephalon subsp. viridialbum (Tineo) K.Richt., Allium sphaerocephalon var. trachypus (Boiss. & Spruner) Boiss., Allium sphaerocephalon var. genuinum Cout., Allium sphaerocephalon var. viridialbum (Tineo) Guss., Allium sphaerocephalon var. typicum Regel)"
 ]
}

 The dataset includes 51124 records from 796 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082532-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yh22cr
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Adelomyrmex nortenyo Longino"
 ]
}

 The dataset includes 33 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114361-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.22008/fk2/ohi23z/z7iix1
title: MB_SMB_D_BMB.csv

description: MB CSV. Git hash: 20af941
DOI: 10.15468/dl.xs7v2n
title: Occurrence Download

description: A dataset containing 48 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Periclimenes kempi Bruce, 1969"
 ]
}

 The dataset includes 48 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0128954-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xgk6h6
title: Occurrence Download

description: A dataset containing 887 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "StateProvince is one of (valle del cauca)",
 "TaxonKey is one of (Spatula cyanoptera (Vieillot, 1816))"
 ]
 }
 ]
}

 The dataset includes 887 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0127501-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.22008/fk2/ohi23z/ox1wjy
title: MB_region.nc

description: MB region. Git hash: 20af941
DOI: 10.22008/fk2/ohi23z/4ncfp3
title: MB_sector.nc

description: MB by sector. Git hash: 20af941
DOI: 10.15468/dl.p9fhea
title: Occurrence Download

description: A dataset containing 75 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Fulakora orizabana (Brown, 1960)"
 ]
}

 The dataset includes 75 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114354-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rq8frm
title: Occurrence Download

description: A dataset containing 9503 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Buprestidae"
 ]
}

 The dataset includes 9503 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0143182-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.22008/fk2/ohi23z/rw4xoq
title: MB_SMB_D_BMB.csv

description: MB CSV. Git hash: 20af941
DOI: 10.15468/dl.de5kzk
title: Occurrence Download

description: A dataset containing 96 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "TaxonKey is Setaria geminata (Forssk.) Veldkamp"
 ]
}

 The dataset includes 96 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0111234-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.22008/fk2/ohi23z/lmg7ge
title: MB_region.nc

description: MB region. Git hash: 20af941
DOI: 10.15468/dl.d3jzsx
title: Occurrence Download

description: A dataset containing 132 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Leiognathidae, 205012343, Leiognathidae, 204357536, Leiognathidae, Leiognathidae, Leiognathidae, 197295558, Leiognathidae, Leiognathidae, Leiognathidae, Leiognathidae, Leiognathidae, Leiognathidae, Leiognathidae, Leiognathidae, 158167557, Leiognathidae, 208469574, 208479455, 204136675, Leiognathidae, Leiognathidae, Leiognathidae, 199475373, Leiognathidae, Leiognathidae, Leiognathidae, Leiognathidae, Leiognathidae, Leiognathidae, Leiognathidae, Leiognathidae, Leiognathidae, 201388806, 201390026, Leiognathidae, Leiognathidae, Leiognathidae, Leiognathidae, Leiognathidae, 205455658, 205994248, 206025265, Leiognathidae, Leiognathidae, Leiognathidae, 203894841, Leiognathidae, Leiognathidae, 205987554, Leiognathidae Gill, 1893, Leiognathidae Gill, 1893, Leiognathidae Gill, 1893, Leiognathidae Gill, 1893, Leiognathidae T.N.Gill, 1893, Leiognathidae Gill 1893, Leiognathidae T.N.Gill 1893, 161443131, Coryphaenidae Rafinesque 1815, Coryphaenidae, Chaetodontidae Rafinesque, 1810)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((105.5 17,110.5 17,110.5 22,105.5 22,105.5 17))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 132 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0237877-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kjzsvy
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Borneoecetes minimus Just, 2019"
 ]
}

 The dataset includes 14 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114356-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.22008/fk2/ohi23z/jyzhxd
title: MB_sector.nc

description: MB by sector. Git hash: 20af941
DOI: 10.15468/dl.ebpjff
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Paliculus kyusyuensis (Yokoya, 1933)"
 ]
}

 The dataset includes 53 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0127515-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.22008/fk2/ohi23z/wzcapf
title: MB_SMB_D_BMB.csv

description: MB CSV. Git hash: 20af941
DOI: 10.15468/dl.zwvsqr
title: Occurrence Download

description: A dataset containing 198574 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Loranthaceae"
 ]
}

 The dataset includes 198574 records from 928 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0237885-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.22008/fk2/ohi23z/gqyqqo
title: MB_region.nc

description: MB region. Git hash: 20af941
DOI: 10.15468/dl.pbmgem
title: Occurrence Download

description: A dataset containing 235 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Chrysocyon brachyurus (Illiger, 1815)",
 "Year 2010-2022"
 ]
}

 The dataset includes 235 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0111236-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vhwrwb
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Boroecia antipoda (G.W.Müller, 1906)"
 ]
}

 The dataset includes 47 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114358-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.22008/fk2/ohi23z/cpu8hq
title: MB_sector.nc

description: MB by sector. Git hash: 20af941