cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.48597/33n6-q7u5
title: Measurement of Inorganics in precipitation at Peyrusse Vieille

description: Measurement of Inorganics in precipitation at Peyrusse Vieille
DOI: 10.48597/4237-7mp6
title: Measurement of Inorganics in precipitation at Peyrusse Vieille

description: Measurement of Inorganics in precipitation at Peyrusse Vieille
DOI: 10.48597/4579-xhk5
title: Measurement of Inorganics in precipitation at Peyrusse Vieille

description: Measurement of Inorganics in precipitation at Peyrusse Vieille
DOI: 10.48597/49hw-qkw3
title: Measurement of Inorganics in precipitation at Peyrusse Vieille

description: Measurement of Inorganics in precipitation at Peyrusse Vieille
DOI: 10.48597/7h8f-xrps
title: Measurement of Inorganics in precipitation at Peyrusse Vieille

description: Measurement of Inorganics in precipitation at Peyrusse Vieille
DOI: 10.48597/7yez-fazf
title: Measurement of Inorganics in precipitation at Peyrusse Vieille

description: Measurement of Inorganics in precipitation at Peyrusse Vieille
DOI: 10.48597/9k84-t7k4
title: Measurement of Inorganics in precipitation at Peyrusse Vieille

description: Measurement of Inorganics in precipitation at Peyrusse Vieille
DOI: 10.48597/axrx-gcpg
title: Measurement of Inorganics in precipitation at Peyrusse Vieille

description: Measurement of Inorganics in precipitation at Peyrusse Vieille
DOI: 10.48597/eurm-k5y3
title: Measurement of Inorganics in precipitation at Peyrusse Vieille

description: Measurement of Inorganics in precipitation at Peyrusse Vieille
DOI: 10.48597/fnvd-hdh8
title: Measurement of Inorganics in precipitation at Peyrusse Vieille

description: Measurement of Inorganics in precipitation at Peyrusse Vieille
DOI: 10.48597/gvtr-ut66
title: Measurement of Inorganics in precipitation at Peyrusse Vieille

description: Measurement of Inorganics in precipitation at Peyrusse Vieille
DOI: 10.48597/hvmh-afxg
title: Measurement of Inorganics in precipitation at Peyrusse Vieille

description: Measurement of Inorganics in precipitation at Peyrusse Vieille
DOI: 10.48597/j38w-awt4
title: Measurement of Inorganics in precipitation at Peyrusse Vieille

description: Measurement of Inorganics in precipitation at Peyrusse Vieille
DOI: 10.48597/kukg-zmzk
title: Measurement of Inorganics in precipitation at Peyrusse Vieille

description: Measurement of Inorganics in precipitation at Peyrusse Vieille
DOI: 10.48597/mpxg-pjyx
title: Measurement of Inorganics in precipitation at Peyrusse Vieille

description: Measurement of Inorganics in precipitation at Peyrusse Vieille
DOI: 10.48597/n3mj-mh3x
title: Measurement of Inorganics in precipitation at Peyrusse Vieille

description: Measurement of Inorganics in precipitation at Peyrusse Vieille
DOI: 10.15468/8hsgh2
title: Nuevos registros de Pachydemini extremeños y descripción de la hembra de Ceramida luisae López-Colón & Rodríguez Arias, 1990 (Coleoptera, Scarabaeoidea: Scarabaeidae: Melolonthinae: Pachydemini)

description: This dataset contains the digitized treatments in Plazi based on the original journal article García, Ángel Sánchez, Colón, José Ignacio López, Bahillo, Pablo (2023): Nuevos registros de Pachydemini extremeños y descripción de la hembra de Ceramida luisae López-Colón & Rodríguez Arias, 1990 (Coleoptera, Scarabaeoidea: Scarabaeidae: Melolonthinae: Pachydemini). Arquivos Entomolóxicos 26: 3-8, DOI: 10.5281/zenodo.11372846Resumen: Se aportan nuevas citas de Ceramida luisae López-Colón & Rodríguez Arias, 1990 y Elaphocera cacerensis (López-Colón & Rodríguez Arias, 1986) (Coleoptera: Scarabaeidae), ambas endémicas de Extremadura. También se describe la hembra de Ceramida luisae, especie de la que se aportan unos primeros registros para la provincia de Badajoz que amplían notablemente su área de distribución.Palabras clave: Coleoptera, Scarabaeidae, Melolonthinae, Pachydemini, descripción, hembra, Ceramida luisae, nuevas citas, distribución, Extremadura, España.
DOI: 10.34943/60aba3d2-7ae8-43b8-a1fa-46096e52b59b
title: Tsawwassen - Duke Point Ferry Route Thermosalinograph Deployed 2025-12-23

description: The Sea-Bird Thermosalinograph 45 (SN 1002) was deployed on 2025-12-23 on Tsawwassen - Duke Point Ferry Route. This ferry route goes between Tsawwassen terminal in Vancouver, BC and the Duke Point terminal, Nanaimo BC. This device is a Thermosalinograph. Thermosalinographs collect data from the sea surface via flow-through systems on vessels. Typically they are mounted near the front of the vessel in order to minimize contamination. Primary variables measured are temperature and conductivity, and other variables like salinity and density are derived. It was deployed on a mobile platform. Data from this deployment were archived and made available through Ocean Networks Canada's Oceans 3.0 digital infrastructure, with quality assurance and derived data products following established practices.
DOI: 10.5519/qd.rv3qff1j
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (140 records)
DOI: 10.15468/dl.aw5zyn
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Jacquinia macrantha var. macrantha"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016703-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14164884
title: Dataset accompanying the paper "Multimodal laminar characterization of visual areas along the cortical hierarchy"

description: This dataset accompanying the manuscript "Multimodal laminar characterization of visual areas along the cortical hierarchy". 

It contains:



final processed data that are used to compute (and plot) laminar profiles. Laminar profiles are shown as main figures in the manuscript.

raw resting-state fMRI data + scanning protocol file
DOI: 10.5281/zenodo.14164885
title: Dataset accompanying the paper "Multimodal laminar characterization of visual areas along the cortical hierarchy"

description: This dataset accompanying the manuscript "Multimodal laminar characterization of visual areas along the cortical hierarchy". 

It contains:



final processed data that are used to compute (and plot) laminar profiles. Laminar profiles are shown as main figures in the manuscript.

raw resting-state fMRI data + scanning protocol file
DOI: 10.5281/zenodo.14170416
title: Database for N2O emissions after EOM application
DOI: 10.5281/zenodo.14170417
title: Database for N2O emissions after EOM application
DOI: 10.5281/zenodo.14170367
title: Reseek protein structure databases

description: Protein Data Bank (PDB home page) snapshot from Nov 2nd 2024 in Reseek .bca format.SCOP40 database in .bca format (SCOP home page).See home pages for licenses and references.
DOI: 10.5281/zenodo.14170368
title: Reseek protein structure databases

description: Protein Data Bank (PDB home page) snapshot from Nov 2nd 2024 in Reseek .bca format.SCOP40 database in .bca format (SCOP home page).See home pages for licenses and references.
DOI: 10.15468/dl.yyrwkq
title: Occurrence Download

description: A dataset containing 43216 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry MULTIPOLYGON(((9 7.25,9 6.25,11 6.25,11 7.25,9 7.25)))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 43216 records from 104 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016706-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d299jy
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-67.19219 2.15015,-79.01802 -1.43343,-67.90891 1.07508,-67.19219 2.15015))",
 "TaxonKey is Puma concolor (Linnaeus, 1771)"
 ]
}

 The dataset's 1 records were derived from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016692-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vxmafb
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lasius neglectus Van Loon, Boomsma & Andrasfalvy, 1990",
 "Country is Netherlands",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 13 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016708-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.adnsne
title: Occurrence Download

description: A dataset containing 8856 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Capsicum L."
 ]
}

 The dataset includes 8856 records from 170 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016710-241107131044228/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.27763119
title: This is the dataset associated with the paper “Decoupled peak property learning for efficient andinterpretable ECD spectra prediction”.

description: This is a work that utilizes a deep learning framework to predict ECD (Electronic Circular Dichroism) spectra.
DOI: 10.15468/dl.zrbszu
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lasius neglectus Van Loon, Boomsma & Andrasfalvy, 1990",
 "Country is Spain",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 18 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016713-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vcrbax
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "Geometry POLYGON((-76.61714 2.50712,-76.61391 2.45373,-76.56861 2.44078,-76.54542 2.48069,-76.54811 2.49795,-76.61714 2.50712))",
 "StateProvince is one of (cauca)",
 "TaxonKey is one of (Squamata)"
 ]
 }
 ]
}

 The dataset includes 11 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016712-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rjfm7e
title: Occurrence Download

description: A dataset containing 6699 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Bidens subalternans, Bidens subalternans, Bidens subalternans, Bidens subalternans DC., Bidens subalternans DC., Bidens subalternans DC., Bidens subalternans DC., Bidens subalternans DC., Bidens subalternans DC., Bidens subalternans DC., Bidens subalternans DC., Bidens subalternans DC., Bidens subalternans DC., Bidens subalternans DC., Bidens subalternans DC., Bidens subalternans DC., Bidens subalternans DC., 201116299, Bidens subalternans DC., Bidens subalternans DC., 'Bidens subalternans' phytoplasma, Bidens subalternans DC., Bidens subalternans DC., Bidens subalternans DC., Bidens subalternans DC., Bidens subalternans DC., Bidens subalternans DC., Bidens subalternans DC., Bidens subalternans DC., Bidens subalternans DC., 'Bidens subalternans' phytoplasma, Bidens subalternans DC., Bidens subalternans DC., Bidens subalternans DC., Bidens subalternans DC., Bidens subalternans DC., Bidens subalternans DC., Bidens subalternans DC., Bidens subalternans DC., Bidens subalternans DC., Bidens subalternans DC., Bidens subalternans DC., Bidens subalternans DC., 161202091, Bidens subalternans DC., 1836, Bidens subalternans DC., 1836, 'Bidens subalternans' aster yellows phytoplasma, 'Bidens subalternans' aster yellows phytoplasma, Bidens quadrangularis DC., 1836, Bidens quadrangularis DC., 161202094, Bidens platensis Manganaro, Bidens triangularis DC., Bidens platensis Manganaro, 161202096, 161202093, Bidens quadrangularis DC., Bidens quadrangularis DC., Bidens platensis Manganaro, Bidens platensis Manganaro, Bidens platensis Manganaro, 1913, Bidens quadrangularis DC., Bidens platensis Manganaro, Bidens quadrangularis DC., 1836, Bidens quadrangularis DC., Bidens melanocarpa Wiegand, Bidens triangularis DC., Bidens platensis Manganaro, 1913)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6699 records from 172 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016714-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ksh4fy
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-74.27559 2.15704,-73.83898 1.7828,-73.32441 2.45331,-73.66746 3.02246,-74.37695 2.87433,-74.27559 2.15704))",
 "TaxonKey is Alouatta seniculus (Linnaeus, 1766)"
 ]
}

 The dataset includes 27 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016715-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6ue7ww
title: Occurrence Download

description: A dataset containing 521 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Linaria chalepensis (L.) Mill., Linaria ficalhoana Rouy)",
 "HasCoordinate is true",
 {
 "not" : {
 "EstablishmentMeans" : [
 "is INTRODUCED"
 ]
 }
 },
 {
 "not" : {
 "EstablishmentMeans" : [
 "is INVASIVE"
 ]
 }
 },
 {
 "not" : {
 "EstablishmentMeans" : [
 "is MANAGED"
 ]
 }
 },
 {
 "not" : {
 "EstablishmentMeans" : [
 "is NATURALISED"
 ]
 }
 }
 ]
}

 The dataset includes 521 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016717-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.usxkdh
title: Occurrence Download

description: A dataset containing 112 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Talbotiella gentii Hutch. & Greenway"
 ]
}

 The dataset includes 112 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016718-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nagmny
title: Occurrence Download

description: A dataset containing 2971 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hemigrapsus takanoi Asakura & Watanabe, 2005"
 ]
}

 The dataset includes 2971 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016719-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q736k9
title: Occurrence Download

description: A dataset containing 1408 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Amaranthus lividus L., Amaranthus lividus L., 161232616, Amaranthus lividus, Amaranthus lividus L. in Linné & Salvius, Amaranthus lividus L., Amaranthus lividus Roxb., Amaranthus lividus L., Amaranthus lividus L., Amaranthus lividus L., Amaranthus lividus L., Amaranthus lividus L., Amaranthus lividus Roxb., Amaranthus lividus L., Amaranthus lividus Roxb., Amaranthus lividus Hook.f., Amaranthus lividus L., Amaranthus lividus L., Amaranthus lividus L., Amaranthus lividus L., Amaranthus lividus L., Amaranthus lividus Roxb., Amaranthus lividus Hook.f., Amaranthus lividus L., Amaranthus lividus L., Amaranthus lividus L., Amaranthus lividus Roxb., Amaranthus lividus L., Amaranthus lividus L., Amaranthus lividus L., Amaranthus lividus L., Amaranthus lividus L., Amaranthus lividus L., Amaranthus lividus L., Amaranthus lividus subsp. ascendens (Lois.) Hayw. & Druce, Amaranthus lividus var. ascendens (Loisel.) Hayw. & Druce, Amaranthus lividus Linnaeus 1753, 161232802, Amaranthus lividus L., 1753, Amaranthus lividus L. s. str., Amaranthus lividus L. in Linné & Salvius, Amaranthus lividus, Amaranthus lividus, Amaranthus lividus L., Amaranthus lividus L., Amaranthus lividus L., Amaranthus lividus L., Amaranthus lividus L., Amaranthus lividus L., Amaranthus lividus L., Amaranthus lividus L., Amaranthus lividus L., Amaranthus lividus L., Amaranthus lividus L., Amaranthus lividus L., Amaranthus lividus L., Amaranthus lividus L., Amaranthus lividus Hook.fil., Amaranthus lividus Roxb., Amaranthus lividus L., Amaranthus lividus L., Amaranthus lividus L., Amaranthus lividus L., Amaranthus lividus Linnaeus, Amaranthus lividus L., Amaranthus lividus Hook.f., Amaranthus lividus L., Amaranthus lividus L., Amaranthus lividus L., Amaranthus lividus L., 1753, Amaranthus lividus L., 1753, Amaranthus lividus Hook. fil., Amaranthus lividus Hort.Petrop. ex Hook.f., 1885, Amaranthus lividus subsp. oleraceus (L.) So, Amaranthus blitum L., Amaranthus emarginatus Uline & W. L. Bray, Amaranthus blitum L., Opius (Opius) pallipes Wesmael 1835, Opius caricivorae Fischer, 1964, Opius (Opius) caricivorae Fischer 1964, Opius pallipes Wesmael, 1835, Amaranthus oleraceus L., Amaranthus ascendens Loisel., Amaranthus blitum L., Amaranthus viridus L.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1408 records from 128 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016720-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eawpfp
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((148.414418 -32.811655, 148.414418 -32.813901, 148.418909 -32.813901, 148.418909 -32.811655, 148.414418 -32.811655))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067682-240626123714530/datasets/export for details.
DOI: 10.15468/dl.93qxnr
title: Occurrence Download

description: A dataset containing 20944 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is NT Waterbird Colonies Species, Northern Territory, Australia (1990-1999)"
 ]
}

 The dataset includes 20944 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067683-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5aanb4
title: Occurrence Download

description: A dataset containing 331 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is one of (CHN.31.1_1, CHN.31.3_1, CHN.31.2_1, CHN.31.8_1, CHN.31.6_1)",
 "TaxonKey is Spatula clypeata (Linnaeus, 1758)"
 ]
}

 The dataset includes 331 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067684-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ezquu2
title: Occurrence Download

description: A dataset containing 7912 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Waterbird Census in Portugal"
 ]
}

 The dataset includes 7912 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067680-240626123714530/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.26695080
title: Additional file 1 of Incorporating social vulnerability in infectious disease mathematical modelling: a scoping review

description: Additional file1. Source data for analyses presented.
DOI: 10.6084/m9.figshare.26695080.v1
title: Additional file 1 of Incorporating social vulnerability in infectious disease mathematical modelling: a scoping review

description: Additional file1. Source data for analyses presented.
DOI: 10.15468/dl.99agre
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((148.553657 -32.813901, 148.553657 -32.827376, 148.558149 -32.827376, 148.558149 -32.82513, 148.564886 -32.82513, 148.564886 -32.820639, 148.567132 -32.820639, 148.567132 -32.813901, 148.564886 -32.813901, 148.564886 -32.818393, 148.560395 -32.818393, 148.560395 -32.820639, 148.558149 -32.820639, 148.558149 -32.813901, 148.553657 -32.813901))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067685-240626123714530/datasets/export for details.
DOI: 10.6084/m9.figshare.26612933.v1
title: Additional file 7 of Applying quantitative spatial phenotypes analysis to the investigation of peltate glandular trichomes development pattern in Perilla frutescens

description: Additional file 7: Table S2. Linear regression model equations.
DOI: 10.6084/m9.figshare.26612918
title: Additional file 2 of Applying quantitative spatial phenotypes analysis to the investigation of peltate glandular trichomes development pattern in Perilla frutescens

description: Additional file 2: Table S1. The head cells diameter dimensions of various GTs in P. frutescens.
DOI: 10.6084/m9.figshare.26612918.v1
title: Additional file 2 of Applying quantitative spatial phenotypes analysis to the investigation of peltate glandular trichomes development pattern in Perilla frutescens

description: Additional file 2: Table S1. The head cells diameter dimensions of various GTs in P. frutescens.
DOI: 10.6084/m9.figshare.26612933
title: Additional file 7 of Applying quantitative spatial phenotypes analysis to the investigation of peltate glandular trichomes development pattern in Perilla frutescens

description: Additional file 7: Table S2. Linear regression model equations.
DOI: 10.6084/m9.figshare.26612939
title: Additional file 9 of Applying quantitative spatial phenotypes analysis to the investigation of peltate glandular trichomes development pattern in Perilla frutescens

description: Additional file 9: Table S3. Spital phenotypic parameters and compound contents of each zone.