cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15064363
title: Dataset from Mannerfelt et al. (2025): Tracking glacier surge evolution using interferometric SAR coherence — examples from Svalbard

description: Attached are output data for Mannerfelt et al. (2025): Tracking glacier surge evolution using interferometric SAR coherence — examples from Svalbard. Please cite this paper for any data usage.

https://doi.org/10.1017/jog.2025.27

 

Further explanations for how these data were used/created are in the code of the repository: https://github.com/erikmannerfelt/IncoherentSurges

 



Glacier front positions (front_positions.zip)

Glacier centerlines (centerlines.geojson) 

Maximum extent glacier outlines (largest_extent_glacier_outlines.geojson)

Low-coherence zone polygons (low_coh_zones.geojson)

Low-coherence boundary lines (low_coh_boundaries.geojson)

Glacier surge statistics table (surge_stats_with_geometric.csv)

Glacier surge statistics points (surge_stats_with_geometric.geojson)

Glacier location points (glaciers.geojson)

Full-resolution figures (mannerfelt2025_tracking_fig<number>.{jpg,png})


Notes:



The low-coherence zone polygons were only used for plotting (Fig. 2). The boundary lines are the data from which statistics were derived

The glacier points are translatable to RGI ids through spatial joins.

Glacier front positions are derived from Sentinel-1 SAR data if the date corresponds to a S1 acquisition date. Otherwise it is from Sentinel-2 optical data.

The surge statistics table/points are outputs from the code (level-2 data). The rest are made from image interpretations in QGIS (level-1-ish data).

The unit of the *_rate variables in the surge statistics table/points is meters per day. The variables zrange, area_km2, lmax_m, slope_deg and tidewater are taken from RGI7.


 

February 2026 update

Newly added are 75th percentile 12-day coherence mosaics covering Svalbard for the years 2015–2025 (inclusive). They follow the pattern: coh_q75_<year>_HH.tif and are JPEG compressed with a modified range from 0-255 (scaled from 0-1). The products were not used in the publication but are subsequently added as a simpler dataset to get new users started. The years represent hydrological years (starting 1 October), i.e. they are 120 days ahead of the normal calendar. They only consist of Sentinel-1A data.
DOI: 10.15468/dl.y22z3a
title: Occurrence Download

description: A dataset containing 2059 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 Epiphyllum phyllanthus"
 ]
}

 The dataset includes 2059 records from 197 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000747-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/14771103
title: Catalog of Letters Sent to LM
DOI: 10.15468/dl.9bfran
title: Occurrence Download

description: A dataset containing 51 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plagiostachys albiflora",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 51 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000749-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uh4pwx
title: Occurrence Download

description: A dataset containing 2868 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lycorma delicatula",
 "Country is one of (China, Korea, Republic of, Japan, Viet Nam, India)",
 "Year is greater than or equal to 1980",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 2868 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000748-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ux2n35
title: Occurrence Download

description: A dataset containing 8777 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "DatasetKey is one of (iNaturalist Research-grade Observations, NABU|naturgucker)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is one of (VU, EN, CR, NT)",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves",
 "Year 2024-2024"
 ]
}

 The dataset includes 8777 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000750-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18523711
title: Replication data for the article: Agroecological Transition Among Smallholder Cotton Farmers in Mali

description: C'est le code pour la reproductibilité de mon article 2 tiré de ma thèse de doctorat en cours avec le professeur Hasan YILMAZ.
DOI: 10.5281/zenodo.18523710
title: Replication data for the article: Agroecological Transition Among Smallholder Cotton Farmers in Mali

description: C'est le code pour la reproductibilité de mon article 2 tiré de ma thèse de doctorat en cours avec le professeur Hasan YILMAZ.
DOI: 10.15468/dl.z7zjed
title: Occurrence Download

description: A dataset containing 66 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 Erycina echinata"
 ]
}

 The dataset includes 66 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000751-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bpkk6t
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pommereschea lackneri",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000752-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dc6xnz
title: Occurrence Download

description: A dataset containing 16 records in GBIF matching the query:

 SELECT gbifid, datasetkey, specieskey, kingdom, phylum, class, "order", family, genus, species, scientificname, decimallatitude, decimallongitude, eventdate, institutioncode, "year" AS obs_year, basisofrecord, coordinateuncertaintyinmeters, issue
 FROM occurrence
 WHERE
 decimallatitude IS NOT NULL
 AND decimallongitude IS NOT NULL
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID')
 AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH')
 AND "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND coordinateuncertaintyinmeters IS NOT NULL
 AND coordinateuncertaintyinmeters &gt; 0
 AND coordinateuncertaintyinmeters &lt;= 200.0
 AND decimallatitude &gt;= 20.3845909579754
 AND decimallatitude &lt;= 24.552553756517728
 AND decimallongitude &gt;= 15.576907308378914
 AND decimallongitude &lt;= 21.16018378092073
 AND GBIF_Within('POLYGON ((21.160184 20.384591, 21.160184 24.552554, 15.576907 24.552554, 15.576907 20.384591, 21.160184 20.384591))', decimallatitude, decimallongitude) = TRUE
 

 The dataset's 16 records were derived from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000742-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8f9t88
title: Occurrence Download

description: A dataset containing 543045 species occurrences available in GBIF matching the query:
{
 "and" : [
 "PublishingOrg is 28eb1a3f-1c15-4a95-931a-4af90ecb574d",
 "TaxonKey is one of (Formicidae, Formicidae)"
 ]
}

 The dataset includes 543045 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000744-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18523515
title: Replication data for the article:Social Capital Reconfigures Cognitive Architectures for Deep Agroecological Adoption in the Malian Cotton Belt

description: C'est le code pour la reproduction de mon second article tiré de ma thèse de doctorat en cours avec le professeur Hasan YILMAZ.
DOI: 10.5281/zenodo.18523514
title: Replication data for the article:Social Capital Reconfigures Cognitive Architectures for Deep Agroecological Adoption in the Malian Cotton Belt

description: C'est le code pour la reproduction de mon second article tiré de ma thèse de doctorat en cours avec le professeur Hasan YILMAZ.
DOI: 10.15468/dl.d2jesm
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Garra buettikeri"
 ]
}

 The dataset includes 14 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000754-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fptda2
title: Occurrence Download

description: A dataset containing 502 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 Euclea pseudebenus"
 ]
}

 The dataset includes 502 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000753-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18512924
title: Dyeability of Cotton Fabrics with Peristrophe Roxburghiana Leaf through Blending with Other Natural Pigments

description: The dataset presents UV–vis absorption spectra of pure PR extract and PR extract in the presence of cotton fabric, CuSO₄, and their combination. The results indicate noticeable changes in absorbance intensity and spectral profiles after interaction with fabric and mordant. In particular, the PR extract combined with both cotton fabric and CuSO₄ shows the highest absorbance, suggesting enhanced dye uptake or complex formation. These spectral shifts imply strong interactions between the pigment molecules, metal ions, and textile fibers, which may improve color depth and stability. Overall, the data support the effectiveness of mordanting in improving dye–fiber affinity and optical performance.
DOI: 10.5281/zenodo.18512923
title: Dyeability of Cotton Fabrics with Peristrophe Roxburghiana Leaf through Blending with Other Natural Pigments

description: The dataset presents UV–vis absorption spectra of pure PR extract and PR extract in the presence of cotton fabric, CuSO₄, and their combination. The results indicate noticeable changes in absorbance intensity and spectral profiles after interaction with fabric and mordant. In particular, the PR extract combined with both cotton fabric and CuSO₄ shows the highest absorbance, suggesting enhanced dye uptake or complex formation. These spectral shifts imply strong interactions between the pigment molecules, metal ions, and textile fibers, which may improve color depth and stability. Overall, the data support the effectiveness of mordanting in improving dye–fiber affinity and optical performance.
DOI: 10.15468/dl.dfm9ur
title: Occurrence Download

description: A dataset containing 97 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((138.43164 41.12596,146.30108 41.12596,146.30108 45.56116,138.43164 45.56116,138.43164 41.12596))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Prunus padus"
 ]
}

 The dataset includes 97 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000755-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3h9z4e
title: Occurrence Download

description: A dataset containing 1006 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Renealmia alpinia",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 1006 records from 97 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000756-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f4ekzr
title: Occurrence Download

description: A dataset containing 2 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 Euphorbia bothae"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000759-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ybe549
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhynchanthus longiflorus",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000760-260208012135463/datasets/export for details.
DOI: 10.15468/dl.zmqmg9
title: Occurrence Download

description: A dataset containing 1051595 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pluvialis apricaria",
 "Continent is Europe",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1051595 records from 1444 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000678-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t4hp8y
title: Occurrence Download

description: A dataset containing 13901 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Spheniscus demersus"
 ]
}

 The dataset includes 13901 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008458-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yk7ds8
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000422-251009101135966/datasets/export for details.
DOI: 10.5281/zenodo.16298917
title: Role of Vertical Velocity in Cloud Evolution: Comparison of High-Resolution Simulation and Observations

description: The Doppler wind lidar data, cloud profiling radar data as well as namelist for WRF and PALM simulation.
DOI: 10.5281/zenodo.16298918
title: Role of Vertical Velocity in Cloud Evolution: Comparison of High-Resolution Simulation and Observations

description: The Doppler wind lidar data, cloud profiling radar data as well as namelist for WRF and PALM simulation.
DOI: 10.15468/dl.rps97g
title: Occurrence Download

description: A dataset containing 695009 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year 1975-1995"
 ]
}

 The dataset includes 695009 records from 328 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025918-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g5ye2r
title: Occurrence Download

description: A dataset containing 97 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mus musculus",
 "Country is South Africa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 97 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025956-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u3z6fp
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Tsitana dicksoni"
 ]
}

 The dataset includes 38 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025957-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8zf743
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Harmonia axyridis",
 "Country is Venezuela (Bolivarian Republic of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 12 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025958-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.32gu8e
title: Occurrence Download

description: A dataset containing 1135 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fatsia japonica",
 "Country is New Zealand",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1135 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025959-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f8a5er
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mus musculus",
 "Country is Tonga",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025961-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7rtew5
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mus musculus",
 "Country is Saint Kitts and Nevis",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025960-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3erts6
title: Occurrence Download

description: A dataset containing 115632 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lymantria dispar"
 ]
}

 The dataset includes 115632 records from 741 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025866-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y32w53
title: Occurrence Download

description: A dataset containing 340 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arundo donax",
 "Country is Argentina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 340 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025962-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3en2mm
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Semalea arela"
 ]
}

 The dataset includes 24 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025964-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16302118
title: FIShBOT Archive 2025-07-22

description: This dataset is a static snapshot of the FIShBOT data product before new data are aggregated. This version of fishbot is archived for reproducibility and is not updated. The data are aggregated from the FIShBOT system, which collects and processes oceanographic from fishery dependent and independent sources.
DOI: 10.15468/dl.7b27ag
title: Occurrence Download

description: A dataset containing 68 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arundo donax",
 "Country is Brazil",
 "HasCoordinate is true"
 ]
}

 The dataset includes 68 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025963-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16302119
title: FIShBOT Archive 2025-07-22

description: This dataset is a static snapshot of the FIShBOT data product before new data are aggregated. This version of fishbot is archived for reproducibility and is not updated. The data are aggregated from the FIShBOT system, which collects and processes oceanographic from fishery dependent and independent sources.
DOI: 10.15468/dl.gz4t68
title: Occurrence Download

description: A dataset containing 1291 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ilex aquifolium",
 "Country is New Zealand",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1291 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025966-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.47fzh7
title: Occurrence Download

description: A dataset containing 6205 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ilex aquifolium",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6205 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025967-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.