cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.1285/i20356609v18i1p121
title: Critical Knowledge and the Neoliberal University. Reflections in the Light of the Work of C. W. Mills, Olùfémi O. Tàíwò, Kevin Ochieng Okoth, and the Positional Sociology

description: This article offers a critical reflection on the role of the social science scholar within the neoliberal university, interrogating the epistemic, institutional, and political constraints currently shaping the production of knowledge. Drawing on C. Wright Mills's The Sociological Imagination, the paper engages with three further key contributions: Olùfémi O. Tàíwò's Elite Capture, Kevin Ochieng Okoth's Red Africa, and the collective volume Sociologia di posizione by de Nardis, Petrillo, and Simone. These works provide a conceptual framework for analysing the processes through which critical knowledge is co-opted, depoliticised, or rendered ineffectual. The article focuses on two prevailing dynamics: the hegemony of managerial rationality, which subordinates research to metrics of productivity and competitiveness; and the proliferation of symbolic forms of critique devoid of substantive political impact. In response, the paper explores the possibility of reclaiming the scholar's role as a situated and responsible actor, capable of reconnecting knowledge production with broader social struggles. The experience of the Italian network Sociologia di posizione is presented as a concrete attempt to collectively organise epistemic and material resistance, and to restore a public, transformative function to the social sciences.
DOI: 10.15468/dl.8phuna
title: Occurrence Download

description: A dataset containing 1588 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((-89.1573 37.27654,-89.04486 37.2769,-89.04414 37.30136,-89.15718 37.28805,-89.1573 37.27654))",
 "OccurrenceStatus is Present",
 "Year is 2023"
 ]
}

 The dataset includes 1588 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008567-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a886sd
title: Occurrence Download

description: A dataset containing 3387 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Desmodium barbatum (L.) Benth."
 ]
}

 The dataset includes 3387 records from 223 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008565-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kyuz8d
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ara rubrogenys)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 33 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082036-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/615-7qf-k7p
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7zd-lnd-3kv
title: Tyto Billberg, 1828

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1p0-x9k-937
title: †Natica radians O. Boettger, 1883

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8wl-8js-k6p
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3ch-7j8-k3y
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xbq-wts-sj4
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9wm-04x-lw8
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nga-pz4-f9r
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0sy-d4t-d9c
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/d10-r2a-tpf
title: Voacanga Thouars

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wnn-znn-ztw
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4ad-7rn-qsp
title: Atlantoxerus Forsyth Major, 1893

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g64-c1v-hqq
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5f4-egn-7g9
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ej4-a1g-jqm
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3dm-x2q-13p
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5gw-d8g-8er
title: Myodes Pallas, 1811

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/43g-tg4-rmg
title: †Heteraster d'Orbigny, 1853

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jay-r7m-g0r
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tl6-8xx-nh2
title: Ursus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.4ms7xk
title: Occurrence Download

description: A dataset containing 467 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hypsoblennius ionthas",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 467 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022087-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/ahp-djj-dgh
title: Ursus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/h0x-gk4-vc4
title: Equus (Equus) caballus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fwx-w7j-sm3
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9bc-1y6-ed7
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gc5-tsd-gk4
title: Oryzomys Baird, 1857

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7m6-rvc-0nf
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r4f-rbb-qc4
title: Oryzomys Baird, 1857

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/858-yac-phh
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kfa-08r-5jt
title: †Prolagus Pomel, 1853

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1q6-x70-am7
title: †Prolagus Pomel, 1853

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ky1-tsw-pz5
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f8w-665-j6x
title: †Prolagus Pomel, 1853

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5ax-mkd-983
title: Equus (Equus) caballus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tdr-mkn-71q
title: Bos taurus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5281/zenodo.17299785
title: Original data of a53x2 design (part III/III)

description: This is the third part of the raw data of the input features for a53x2 design in our training set. The raw data are obtained directly from EDA tools and have been sanitized to comply with NDA.
DOI: 10.5281/zenodo.17299786
title: Original data of a53x2 design (part III/III)

description: This is the third part of the raw data of the input features for a53x2 design in our training set. The raw data are obtained directly from EDA tools and have been sanitized to comply with NDA.
DOI: 10.5281/zenodo.17280212
title: Metabolic atlas of mouse aging - MALDI

description: The .mat files contain raw MALDI mass spec imaging data for mouse kidney sections (4 biological replicates for each age/sex group, 2 replicates on each slide). These can be further viewed and analyzed with the open source software, Isoscope (https://github.com/xxing9703/Isoscope, doi: 10.1038/s41592-021-01378-y).

The metadata file annotates each pixel in each slide with the age/sex group of the mouse.

--

Data were used to generate Figures 7C-G, J-N and S18 A-K in the corresponding publication, "A metabolic atlas of mouse aging." Pilley et al. Cell Metabolism, 2025.

From the raw .mat files included here, slide matrices were combined, and peak picking was conducted using the "Untargeted workflow" in Isoscope. Peaks were annotated within a 5 ppm m/z error range using a NEDC-specific library of metablites and adducts in addition to all metabolites detected by LC-MS in any of the mouse tissues. Peak intensities were normalized by total ion count (TIC). Empty pixels (zero TIC) were dropped. Cortex and medulla regions were annotated using Leiden clustering of TIC-normalized data. Leiden clustering also identified artifact pixels (edge artifacts, tears), which were dropped. Combat was used to regress out the batch effect from slide-to-slide variation. The processed data are included in the supplementary data for the publication.
DOI: 10.5281/zenodo.17280211
title: Metabolic atlas of mouse aging - MALDI

description: The .mat files contain raw MALDI mass spec imaging data for mouse kidney sections (4 biological replicates for each age/sex group, 2 replicates on each slide). These can be further viewed and analyzed with the open source software, Isoscope (https://github.com/xxing9703/Isoscope, doi: 10.1038/s41592-021-01378-y).

The metadata file annotates each pixel in each slide with the age/sex group of the mouse.

--

Data were used to generate Figures 7C-G, J-N and S18 A-K in the corresponding publication, "A metabolic atlas of mouse aging." Pilley et al. Cell Metabolism, 2025.

From the raw .mat files included here, slide matrices were combined, and peak picking was conducted using the "Untargeted workflow" in Isoscope. Peaks were annotated within a 5 ppm m/z error range using a NEDC-specific library of metablites and adducts in addition to all metabolites detected by LC-MS in any of the mouse tissues. Peak intensities were normalized by total ion count (TIC). Empty pixels (zero TIC) were dropped. Cortex and medulla regions were annotated using Leiden clustering of TIC-normalized data. Leiden clustering also identified artifact pixels (edge artifacts, tears), which were dropped. Combat was used to regress out the batch effect from slide-to-slide variation. The processed data are included in the supplementary data for the publication.
DOI: 10.5281/zenodo.18234508
title: Dataset for: Towards Autonomous Optical Camera Communications: Light Source Localisation using Deep Learning

description: The raw data supporting the results presented in the paper titled 'Towards Autonomous Optical Camera Communications: Light Source Localisation using Deep Learning' are provided here. These data corresponds to Figure 4 and Figure 5 of the paper. Further details about the data files are provided in the READ ME document.
DOI: 10.5281/zenodo.15333309
title: cyclanthera_tenuisepala_decontaminated_FSCR.fasta.gz
DOI: 10.5281/zenodo.15333310
title: cyclanthera_tenuisepala_decontaminated_FSCR.fasta.gz
DOI: 10.15468/dl.bwqysa
title: Occurrence Download

description: A dataset containing 268591 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Specimen, Living Specimen, Occurrence evidence)",
 "Continent is Asia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Apiaceae"
 ]
}

 The dataset includes 268591 records from 418 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013239-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hh53bt
title: Occurrence Download

description: A dataset containing 24565 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Bignonia L."
 ]
}

 The dataset includes 24565 records from 457 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013263-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6hnf87
title: Occurrence Download

description: A dataset containing 3264 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Triglochin palustris L.",
 "Geometry POLYGON((-8.00174339329464 54.1998526673513, 0.202120938926891 54.1998526673513, 0.202120938926891 61.2628565887411, -8.00174339329464 61.2628565887411, -8.00174339329464 54.1998526673513))",
 "CoordinateUncertaintyInMeters is 0,101",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3264 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013265-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15333314
title: МИЛЛИЙ МАДАНИЯТИМИЗНИНГ ТАРАҚҚИЁТИ ДАВР ТАЛАБИДИР.
DOI: 10.5281/zenodo.15333316
title: МИЛЛИЙ МАДАНИЯТИМИЗНИНГ ТАРАҚҚИЁТИ ДАВР ТАЛАБИДИР.
DOI: 10.5281/zenodo.15333318
title: cyclantheropsis_madagascariensis_decontaminated_FSCR.fasta.gz
DOI: 10.5281/zenodo.15333319
title: cyclantheropsis_madagascariensis_decontaminated_FSCR.fasta.gz
DOI: 10.15468/dl.cvjner
title: Occurrence Download

description: A dataset containing 19572 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Apus apus (Linnaeus, 1758)",
 "Geometry POLYGON((-8.00174339329464 54.1998526673513, 0.202120938926891 54.1998526673513, 0.202120938926891 61.2628565887411, -8.00174339329464 61.2628565887411, -8.00174339329464 54.1998526673513))",
 "CoordinateUncertaintyInMeters is 0,101",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 19572 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013266-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c95x3w
title: Occurrence Download

description: A dataset containing 2648 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Bikinia Wieringa"
 ]
}

 The dataset includes 2648 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013267-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8syhv4
title: Occurrence Download

description: A dataset containing 4709 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Zootoca vivipara (Lichtenstein, 1823)",
 "Geometry POLYGON((-8.00174339329464 54.1998526673513, 0.202120938926891 54.1998526673513, 0.202120938926891 61.2628565887411, -8.00174339329464 61.2628565887411, -8.00174339329464 54.1998526673513))",
 "CoordinateUncertaintyInMeters is 0,101",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4709 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013268-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uzxnc6
title: Occurrence Download

description: A dataset containing 715 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hygrocybe conica (Schaeff.) P.Kumm.",
 "Geometry POLYGON((-8.00174339329464 54.1998526673513, 0.202120938926891 54.1998526673513, 0.202120938926891 61.2628565887411, -8.00174339329464 61.2628565887411, -8.00174339329464 54.1998526673513))",
 "CoordinateUncertaintyInMeters is 0,101",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 715 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013269-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15333326
title: THE ROLE OF CULTURAL HERITAGE IN TOURISM DEVELOPMENT IN UZBEKISTAN
DOI: 10.5281/zenodo.15333327
title: THE ROLE OF CULTURAL HERITAGE IN TOURISM DEVELOPMENT IN UZBEKISTAN
DOI: 10.15468/dl.sausk8
title: Occurrence Download

description: A dataset containing 84 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (Europe, Asia)",
 "OccurrenceStatus is Present",
 "TaxonKey is Thylodrias contractus Motschulsky, 1839"
 ]
}

 The dataset includes 84 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013270-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6tz4b7
title: Occurrence Download

description: A dataset containing 8073 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Billia Peyr."
 ]
}

 The dataset includes 8073 records from 156 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013271-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qdy6jt
title: Occurrence Download

description: A dataset containing 3468 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present",
 "TaxonKey is Bataceae"
 ]
}

 The dataset includes 3468 records from 235 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013202-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vyn3nh
title: Occurrence Download

description: A dataset containing 8215 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eleocharis palustris (L.) Roem. & Schult.",
 "Geometry POLYGON((-8.00174339329464 54.1998526673513, 0.202120938926891 54.1998526673513, 0.202120938926891 61.2628565887411, -8.00174339329464 61.2628565887411, -8.00174339329464 54.1998526673513))",
 "CoordinateUncertaintyInMeters is 0,101",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 8215 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013273-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.11582/2017.00006
title: NorESM output from 21st century experiments with stochastic volcanic forcing

description: This dataset contains post-processed output from a study with the Norwegian Earth System Model (NorESM) that uses proxy-based stochastic volcanic forcing to assess the effects of volcanic uncertainty on probabilistic 21st century climate projections. 

The experiments are described in detail in 
Bethke, I., S. Outten , O.H. Otterå , S. Wagner, M. Sigl and P. Thorne - Potential volcanic effects on 21st century climate projections (submitted to Nature Climate Change) 

The ensemble output from following experiments is made available: 
 historicalVolc: 1980-2005 simulations using historical volcanic forcing
 historicalNoVolc (no-Pinatubo): 1990-2004 simulations with zero volc. forcing
 rcp45Volc (VOLC): 2006-2099 simulations using different stochastic volc. forcings 
 rcp45VolcConst (VOLC-CONST): 2006-2099 simulations using constant volc. forcing 
 rcp45NoVolc (NoVOLC): 2006-2099 simulations with zero volcanic forcing 

Time-invariant fields: 
areacella, areacello, basin, deptho, orog, volcello

Monthly fields: 
cdnc, ch4global, cldnvi, clt, co2mass, concbc, conccn, concdms, concdust, concpoa, concso2, concso4, concss, drybc, drydus, drypoa, dryso2, dryso4, dryss, ec550aer, emibc, emidms, emidust, emioa, emiso2, emiso4, emiss, evs, evspsbl, ficeberg, friver, hfds, hfls, hfss, hurs, hus, huss, n2oglobal, pr, prsn, prw, ps, psl, reffclws, reffclwtop, rlds, rldscs, rlus, rlut, rlutcs, rsds, rsdscs, rsdt, rsntds, rsus, rsuscs, rsut, rsutcs, rtmt, sconcbc, sconcdust, sconcpoa, sconcso4, sconcss, sftgif, sftlf, sftof, sic, sim, sit, snc, snd, ta, tas, tauu, tauuo, tauv, tauvo, transifs, transix, transiy, ts, ua, va, wetbc, wetdust, wetpoa, wetso2, wetso4, wetss, zg

Annual fields: 
hfx, hfy, msftbarot, rhopoto, so, thetao, umo, vmo, vsf, sos, tos

Volcanic forcing and scripts to generate the forcing are stored in a separate forcing folder. 

For more detailed information please contact the dataset creators.
DOI: 10.11582/2017.00001
title: Observations and ensemble statics of the TOPAZ4 reanalysis of 1991-2013

description: This dataset is collective static information outputted by the TOPAZ4 reanalysis in 1991-2013. They include the assimilated observations and the concerned optimization information using the EnKF. Also they are ones of the basic reference datasets for the paper of “Quality assessment of the TOPAZ4 reanalysis in the Arctic over the period 1991–2013” accepted by Ocean Science in January 2017. The file ensemble-static-TOPAZ4-part0.tar.gz contains files before 20000 (Julian day relative to 1/1/1950) and ensemble-static-TOPAZ4-part1.tar.gz contains files after 20000.