cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.5159132
title: Soil Survey of Scotland Staff (1970-1987). Soil maps of Scotland (partial coverage) at a scale of 1:25 000. Digital phase 8 release.

description: This is the digital dataset which was created by digitising the Soils of Scotland 1:25,000 Soil maps and the Soils of Scotland 1:25,000 Dyeline Masters. The Soils of Scotland 1:25,000 Soil maps were the source documents for the production of the Soils of Scotland 1:63,360 and 1:50,000 published map series. Where no 1:25,000 published maps exist 1:63,360 maps have been digitised for this data set, the field SOURCE_MAP describes the source of the data. The classification is based on Soil Associations, Soil Series and Phases which reflect parent material, major soil group, and soil sub-groups, drainage and (for phases), texture, stoniness, land use, rockiness, topography and organic matter. Phases are not always mapped. In general terms this dataset primarily covers the cultivated land of Scotland but also includes some upland areas.  This data set is undergoing a phased revision, the latest (phase 8) was released in August 2021. The digitising of the recently added data was funded by the Rural & Environment Science & Analytical Services Division of the Scottish Government. The data can also be downloaded from or viewed at https://www.hutton.ac.uk/soil-maps/ or viewed at Scotland's Soils - soil maps (environment.gov.scot).  This map should be cited as: 'Soil Survey of Scotland Staff (1970-1987). Soil maps of Scotland (partial coverage) at a scale of 1:25 000. Digital phase 8 release. James Hutton Institute, Aberdeen. DOI 10.5281/zenodo.5159133.
description: Earlier phased releases of the digital datasets are available but have no DOI. This data was produced at a scale of 1:25,000. Smaller scale data is available for the whole of Scotland. This data is issued by The James Hutton Institute under its open data licence, a copy of which must be retained with the data. If clarification is required please contact one of those named in this metadata. This data may be used for commercial purposes under the terms of the Hutton Open Data licence. Please contact one of those named in this metadata for further information.
DOI: 10.5281/zenodo.5159133
title: Soil Survey of Scotland Staff (1970-1987). Soil maps of Scotland (partial coverage) at a scale of 1:25 000. Digital phase 8 release.

description: This is the digital dataset which was created by digitising the Soils of Scotland 1:25,000 Soil maps and the Soils of Scotland 1:25,000 Dyeline Masters. The Soils of Scotland 1:25,000 Soil maps were the source documents for the production of the Soils of Scotland 1:63,360 and 1:50,000 published map series. Where no 1:25,000 published maps exist 1:63,360 maps have been digitised for this data set, the field SOURCE_MAP describes the source of the data. The classification is based on Soil Associations, Soil Series and Phases which reflect parent material, major soil group, and soil sub-groups, drainage and (for phases), texture, stoniness, land use, rockiness, topography and organic matter. Phases are not always mapped. In general terms this dataset primarily covers the cultivated land of Scotland but also includes some upland areas.  This data set is undergoing a phased revision, the latest (phase 8) was released in August 2021. The digitising of the recently added data was funded by the Rural & Environment Science & Analytical Services Division of the Scottish Government. The data can also be downloaded from or viewed at https://www.hutton.ac.uk/soil-maps/ or viewed at Scotland's Soils - soil maps (environment.gov.scot).  This map should be cited as: 'Soil Survey of Scotland Staff (1970-1987). Soil maps of Scotland (partial coverage) at a scale of 1:25 000. Digital phase 8 release. James Hutton Institute, Aberdeen. DOI 10.5281/zenodo.5159133.
description: Earlier phased releases of the digital datasets are available but have no DOI. This data was produced at a scale of 1:25,000. Smaller scale data is available for the whole of Scotland. This data is issued by The James Hutton Institute under its open data licence, a copy of which must be retained with the data. If clarification is required please contact one of those named in this metadata. This data may be used for commercial purposes under the terms of the Hutton Open Data licence. Please contact one of those named in this metadata for further information.
DOI: 10.15468/dl.tyz83v
title: Occurrence Download

description: A dataset containing 137753 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is DNSM: Durban Natural Science Museum Insect Collection (1900-2011)"
 ]
}

 The dataset includes 137753 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007452-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/jcby-gd66
title: "EEG Data Recording of 10 MTech Students (NIT Allahabad, 2025) in EDF Format"

description: "This dataset includes resting-state EEGrecordings from healthy participants aged 20\u201330 years, collectedat MNNIT Allahabad using the Clarity BrainTech EEGsystem (clarity-medical.com). EEG acquisition was performedwith 22 bipolar longitudinal channels at a sampling rate of256 Hz, with filters set to 1 Hz (low-frequency cutoff), 70Hz (high-frequency cutoff), and a 50 Hz notch filter enabled.A muscle filter was also active, and system calibration wasconducted at 1 Hz with a 100 mm deflection. Each sessionlasted 13 minutes and included three phases: 5 minutes ofeyes-closed (EC) recording, 4 minutes of eyes-open (EO)recording, and a final 4 minutes of eyes-closed (EC) recording.All recordings were downsampled to 100 Hz during preprocessing."
DOI: 10.15468/dl.khwkpf
title: Occurrence Download

description: A dataset containing 88 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Cylindera cursitans (LeConte, 1856)",
 "Year is greater than or equal to 1950",
 {
 "or" : [
 "GadmGid is USA",
 "GadmGid is CAN",
 "GadmGid is MEX"
 ]
 }
 ]
}

 The dataset includes 88 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007474-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x72z87
title: Occurrence Download

description: A dataset containing 8664 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Neoboletus luridiformis (Rostk.) Gelardi, Simonini & Vizzini"
 ]
}

 The dataset includes 8664 records from 131 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007475-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.2905/c5491279-3dad-45a9-a552-f540bba9adcf
title: GHS-SDGSAT R2025A – Global Human Settlement SDGSAT-1 Nighttime Light

description: High-resolution nighttime light (NTL) composite from SDGSAT-1. The composites generated aim to minimize contamination from atmospheric conditions, moonlight reflection, and sensor anomalies, while maximizing the similarity of aggregated SDGSAT-1 NTL data with existing, calibrated annual VIIRS composites by leveraging structural image features and a ranking-based compositing approach. The dataset consist in a series of raster data including the model final and intermediate outputs.
DOI: 10.5281/zenodo.4646890
title: National Soil Map of Scotland

description: National coverage of the main soil types across Scotland mapped originally at 1:250 000 scale. The map is based on the systematic survey of the soils of Scotland 1947 and 1981. This dataset is the digital (vector) version of the paper Soils of Scotland 1:250,000 maps and is a reconnaissance scale soil map. This dataset is an inventory of the soils of Scotland and is the only soil map that covers all of the country. This version includes both the original 1984 and the 2013 soil classification, some minor polygon corrections and some alterations to the symbology used for display.

The original maps were published in the 1980s as 7 separate sheets with an associated handbook. They can now be viewed on, and downloaded from, The James Hutton Institute website. (www.hutton.ac.uk/soil-maps)

The dataset should be cited as: Soil Survey of Scotland Staff (1981). Soil maps of Scotland at a scale of 1:250 000. Macaulay Institute for Soil Research, Aberdeen. DOI: 10.5281/zenodo.4646891.

Metadata can be found at: https://spatialdata.gov.scot/geonetwork/srv/eng/catalog.search#/metadata/B7E65842-C041-4950-BF0C-3AF06C2DBAE7

This work was funded by the Rural & Environment Science & Analytical Services Division of the Scottish Government.
description: Data downloadable from: https://www.hutton.ac.uk/learning/natural-resource-datasets/soilshutton/soils-maps-scotland/download
DOI: 10.5281/zenodo.4646891
title: National Soil Map of Scotland

description: National coverage of the main soil types across Scotland mapped originally at 1:250 000 scale. The map is based on the systematic survey of the soils of Scotland 1947 and 1981. This dataset is the digital (vector) version of the paper Soils of Scotland 1:250,000 maps and is a reconnaissance scale soil map. This dataset is an inventory of the soils of Scotland and is the only soil map that covers all of the country. This version includes both the original 1984 and the 2013 soil classification, some minor polygon corrections and some alterations to the symbology used for display.

The original maps were published in the 1980s as 7 separate sheets with an associated handbook. They can now be viewed on, and downloaded from, The James Hutton Institute website. (www.hutton.ac.uk/soil-maps)

The dataset should be cited as: Soil Survey of Scotland Staff (1981). Soil maps of Scotland at a scale of 1:250 000. Macaulay Institute for Soil Research, Aberdeen. DOI: 10.5281/zenodo.4646891.

Metadata can be found at: https://spatialdata.gov.scot/geonetwork/srv/eng/catalog.search#/metadata/B7E65842-C041-4950-BF0C-3AF06C2DBAE7

This work was funded by the Rural & Environment Science & Analytical Services Division of the Scottish Government.
description: Data downloadable from: https://www.hutton.ac.uk/learning/natural-resource-datasets/soilshutton/soils-maps-scotland/download
DOI: 10.15468/dl.rk44ht
title: Occurrence Download

description: A dataset containing 4505241 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Venezuela (Bolivarian Republic of)"
 ]
}

 The dataset includes 4505241 records from 1216 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007449-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gvhvjp
title: Occurrence Download

description: A dataset containing 982 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is Oithona davisae Ferrari F.D. & Orsi, 1984",
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 982 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002764-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15297275
title: Resilience of the Large-Scale Ecological Restoration: How Water Matters?
DOI: 10.35097/2kzpbsawqre6k7x1
title: DAMAST-KIT-1: Drill Core Scans and Core Photos

description: The repository includes comprehensive details on the scanning process of drill cores using DMT CoreScan3. It covers the scanning types, conditions, available file formats, and the labeling methods for core pieces. Additionally, we offer images of the core boxes, along with detailed photographs of individual core pieces captured by a camera after the structural analysis and labeling.
DOI: 10.5281/zenodo.15573401
title: Earthworms as a hub between environmental variation and ecosystem functioning in mountains

description: Description of the data and file structure

File1:

GOURY_et_al_GEB_data_motus.csv

Description: This file contains the number of earthworm reads for each MOTU used to calculate earthworm diversity at each site.

Columns:codeplot_ID: ID of each siteOthers columns corresponds to a single MOTUs.

File2:

GOURY_et_al_GEB_environmental.csv

Description: This file contains the environmental features for each site that have been used in the SEMs.

Columns:codeplot_ID: ID of each sitemat: Mean annual Temperature (axis PCA on climate variables)gdd: Growing degree days (axis PCA on climate variables)fdd: Freezing degree days (axis PCA on climate variables)som: Soil organic matter (axis PCA on soil variables)phys: Soil physical features (axis PCA on soil variables e.g. coarse element, bulk density, sand etc..)chem: Soil chemical features (axis PCA on soil variables e.g. pH)sla: PCA axis dominated by SLA and LDMC (see PCA on trait variables)height: PCA axis dominated by height (see PCA on trait variables)alpha_bota: Plant alpha diversityrichness_bota: Plant richnessalpha_earthworm: Earthworm alpha diversitystock_C: Carbon stockndvi.int: Normalized difference vegetation indexeea_tot: Total enzymatic activityeea_c: Carbon related enzymatic activityeea_n: Nitrogen related enzymatic activitytype: Vegetation type (i.e. forest, grassland)

All PCAs can be found in the appendix of the paper.

\File3: \GOURY_GEB.Rmd

Description: This file contains the R code to run the structural model and to create the Figure 4 and Figure 5 using the File2.
DOI: 10.5281/zenodo.15573402
title: Earthworms as a hub between environmental variation and ecosystem functioning in mountains

description: Description of the data and file structure

File1:

GOURY_et_al_GEB_data_motus.csv

Description: This file contains the number of earthworm reads for each MOTU used to calculate earthworm diversity at each site.

Columns:codeplot_ID: ID of each siteOthers columns corresponds to a single MOTUs.

File2:

GOURY_et_al_GEB_environmental.csv

Description: This file contains the environmental features for each site that have been used in the SEMs.

Columns:codeplot_ID: ID of each sitemat: Mean annual Temperature (axis PCA on climate variables)gdd: Growing degree days (axis PCA on climate variables)fdd: Freezing degree days (axis PCA on climate variables)som: Soil organic matter (axis PCA on soil variables)phys: Soil physical features (axis PCA on soil variables e.g. coarse element, bulk density, sand etc..)chem: Soil chemical features (axis PCA on soil variables e.g. pH)sla: PCA axis dominated by SLA and LDMC (see PCA on trait variables)height: PCA axis dominated by height (see PCA on trait variables)alpha_bota: Plant alpha diversityrichness_bota: Plant richnessalpha_earthworm: Earthworm alpha diversitystock_C: Carbon stockndvi.int: Normalized difference vegetation indexeea_tot: Total enzymatic activityeea_c: Carbon related enzymatic activityeea_n: Nitrogen related enzymatic activitytype: Vegetation type (i.e. forest, grassland)

All PCAs can be found in the appendix of the paper.

\File3: \GOURY_GEB.Rmd

Description: This file contains the R code to run the structural model and to create the Figure 4 and Figure 5 using the File2.
DOI: 10.3535/l3q-p1k-ex0
title: Insecta

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rax-tvf-thr
title: †Pseudorbitoides trechmanni Douvillé, 1922

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hk7-t60-ykk
title: Simbirskites

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/n81-0l2-9gz
title: Simbirskites

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pea-nc0-0be
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.60707/c1rh-d841
title: C, O STXM stack on OREX-501005-101
DOI: 10.3535/mm9-31c-5nq
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wmt-gw8-eg6
title: Polyptychites

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nfh-gbp-ncq
title: Bos taurus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vwv-wh3-z89
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/b8z-00c-415
title: Aegocrioceras

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5zk-0dc-dak
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sye-8ps-6r8
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9db-q2t-v66
title: Trisopterus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gw0-es5-4vw
title: Pomatoschistus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f8p-827-mzp
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/krp-n4d-zkv
title: Ostracoda Latreille, 1802

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.60707/kw2k-0m73
title: X-ray mapping of angular grain 1 in sample OREX-803095-0.
DOI: 10.3535/6kz-b2s-kcr
title: Mytilus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yw2-10q-szp
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3d5-f9m-2e7
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lwt-kak-g1r
title: †Cellaria forceps Lagaaij, 1952

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9ga-taq-tef
title: †Pseudorbitoides israelskii Vaughan & Cole, 1932

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m6d-rem-3y3
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mv8-p77-xkj
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3g3-9x1-rbj
title: Bos taurus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zn0-t52-7j9
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r1n-q4d-qqz
title: Sus scrofa Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yfp-jdc-7lh
title: †Pseudorbitoides trechmanni Douvillé, 1922

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vr3-0kf-2rf
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cz5-rhw-qra
title: †Pseudorbitoides trechmanni Douvillé, 1922

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hfs-f4h-697
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jlj-v12-2hh
title: Foraminifera d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ssr-lt2-anp
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ln6-zh5-gej
title: Plant remains

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z5g-1xx-83h
title: †Pseudorbitoides trechmanni Douvillé, 1922

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2x4-0vq-qrp
title: Sphenotrochus Milne Edwards & Haime, 1848

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f36-jdf-hjm
title: Cytheropteron (Cytheropteron) Sars, 1866

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wb7-wdq-806
title: †Pseudorbitoides israelskii Vaughan & Cole, 1932

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rta-897-f7t
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/we1-5yp-be9
title: Terebratula Müller, 1776

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jmx-fss-b46
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nn1-q1c-5qe
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.