cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.vg36fh
title: Occurrence Download

description: A dataset containing 534 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pterodroma heraldica (Salvin, 1888)"
 ]
}

 The dataset includes 534 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0378222-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112022126
title: Cuneiform Tablet 1913.14.1503, Spurlock 1913.14.1503

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.1503; CDLI P421355 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish Gray (5Y 8.5/1.5) Moderate Yellowish Pink (5YR 7/4) ❧ [Physical Object Note:] 4.5 x 3.4 x 1.7 cm (22g)
DOI: 10.15468/dl.2rea7c
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Platyhelminthes",
 "DatasetKey is Données de la plateforme régionale SINP DREAL Bourgogne - Données de l'Observatoire de la Faune de Bourgogne",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-25.03991 31.75, 41.65954 31.75, 41.65954 71.53037, -25.03991 71.53037, -25.03991 31.75))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0218961-230224095556074/datasets/export for details.
DOI: 10.15468/dl.exnyqe
title: Occurrence Download

description: A dataset containing 137134 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (Canada, Mexico, United States of America)",
 "EventDate is greater than or equal to 2022-12-01",
 "EventDate is less than or equal to 2022-12-31",
 {
 "not" : {
 "Issue" : [
 "is one of (Basis of record invalid, Coordinate reprojection failed, Coordinate reprojection suspicious, Coordinate precision invalid, Coordinate uncertainty meters invalid, Country mismatch, Country invalid, Geodetic datum invalid, Presumed swapped coordinate, Presumed negated longitude, Presumed negated latitude, Country coordinate mismatch)"
 ]
 }
 }
 ]
}

 The dataset includes 137134 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0232178-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vsarn5
title: Occurrence Download

description: A dataset containing 595 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Odontopyxis trispinosa Lockington, 1880"
 ]
}

 The dataset includes 595 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031579-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5r2dp2
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Platyhelminthes",
 "DatasetKey is Naturerlebnisraum Koppelsberg (Plön)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-25.03991 31.75, 41.65954 31.75, 41.65954 71.53037, -25.03991 71.53037, -25.03991 31.75))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0218965-230224095556074/datasets/export for details.
DOI: 10.25549/inscriptifact-ouc112022127
title: Cuneiform Tablet 1913.14.1503, Spurlock 1913.14.1503

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.1503; CDLI P421355 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish Gray (5Y 8.5/1.5) Moderate Yellowish Pink (5YR 7/4) ❧ [Physical Object Note:] 4.5 x 3.4 x 1.7 cm (22g)
DOI: 10.15468/dl.ykqyu4
title: Occurrence Download

description: A dataset containing 2127 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nymphargus Cisneros-Heredia & McDiarmid, 2007"
 ]
}

 The dataset includes 2127 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008463-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d8uzc8
title: Occurrence Download

description: A dataset containing 176053 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (Canada, Mexico, United States of America)",
 "EventDate is greater than or equal to 2019-11-03",
 "EventDate is less than or equal to 2019-12-03",
 {
 "not" : {
 "Issue" : [
 "is one of (Basis of record invalid, Coordinate reprojection failed, Coordinate reprojection suspicious, Coordinate precision invalid, Coordinate uncertainty meters invalid, Country mismatch, Country invalid, Geodetic datum invalid, Presumed swapped coordinate, Presumed negated longitude, Presumed negated latitude, Country coordinate mismatch)"
 ]
 }
 }
 ]
}

 The dataset includes 176053 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0397419-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112017921
title: Cuneiform Tablet 1913.14.0254, Spurlock 1913.14.0254

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.0254; CDLI P420636 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish Gray (10YR 8.5/1) Brownish Pink (5YR 8/3) Dark Gray to Black (N 2.5/ 4.6% R) -discoloration ❧ [Physical Object Note:] 5 x 4.7 x 2.4 cm (71g) ❧ [Physical Object Note:] Seal impressions
DOI: 10.15468/dl.dkkqt2
title: Occurrence Download

description: A dataset containing 823 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Liopsetta glacialis (Pallas, 1776)"
 ]
}

 The dataset includes 823 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031581-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112017877
title: Cuneiform Tablet 1913.14.0254, Spurlock 1913.14.0254

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.0254; CDLI P420636 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish Gray (10YR 8.5/1) Brownish Pink (5YR 8/3) Dark Gray to Black (N 2.5/ 4.6% R) -discoloration ❧ [Physical Object Note:] 5 x 4.7 x 2.4 cm (71g) ❧ [Physical Object Note:] Seal impressions
DOI: 10.15468/dl.2gkr7m
title: Occurrence Download

description: A dataset containing 15353162 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "PublishingOrg is 64ee55c9-570a-42af-b7da-3f13c6b4e5a9"
 ]
}

 The dataset includes 15353162 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0378412-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mf8ezh
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Senecio actinotus Hand.-Mazz."
 ]
}

 The dataset includes 31 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0234198-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112044080
title: Cuneiform Tablet 1913.14.0146, Spurlock 1913.14.0146

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.0146; CDLI P420527 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Pale Orange Yellow (10YR 8/3) ❧ [Physical Object Note:] 8.2x4.9 x 2.5 cm (110g)
DOI: 10.15468/dl.jtqadc
title: Occurrence Download

description: A dataset containing 110 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Polydactylus microstomus (Bleeker, 1851)"
 ]
}

 The dataset includes 110 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031586-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zu6p46
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Platyhelminthes",
 "DatasetKey is Schulhof und Anlagensee in Nellingen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-25.03991 31.75, 41.65954 31.75, 41.65954 71.53037, -25.03991 71.53037, -25.03991 31.75))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0218973-230224095556074/datasets/export for details.
DOI: 10.25549/inscriptifact-ouc112044037
title: Cuneiform Tablet 1913.14.0146, Spurlock 1913.14.0146

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.0146; CDLI P420527 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Pale Orange Yellow (10YR 8/3) ❧ [Physical Object Note:] 8.2x4.9 x 2.5 cm (110g)
DOI: 10.15468/dl.ht4kft
title: Occurrence Download

description: A dataset containing 1401867 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Accipiter striatus Vieillot, 1808)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 1401867 records from 192 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013899-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/87g-00c-l9t
title: Gentiana cruciata subsp. cruciata

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/yke-mcw-j7g
title: Gentiana cruciata subsp. cruciata

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/05v-h8v-5cy
title: Rosa canina L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/c75-z21-ab1
title: Hypericum perforatum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/dyx-awm-lfw
title: Dianthus illyricus subsp. haynaldianus (Nyman) Fassou, N. Korotkova, Dimop. & Borsch

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/32g-ts2-ft3
title: Thymus comptus Friv.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/qmk-xnd-4dx
title: Luzula luzuloides (Lam.) Dandy & Wilmott

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/kms-ssb-m0j
title: Viola L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/th4-89p-jf9
title: Luzula luzuloides (Lam.) Dandy & Wilmott

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/n3l-ryr-gme
title: Thymus longicaulis C.Presl

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/qsp-6e6-6xm
title: Thymus comptus Friv.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/rk9-kr4-17s
title: Luzula luzuloides (Lam.) Dandy & Wilmott

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/yyp-tr6-p83
title: Persicaria maculosa Gray

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/zp9-747-1ax
title: Circaea lutetiana L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/6hs-b51-qtl
title: Epilobium dodonaei Vill.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/x3r-gb9-a13
title: Persicaria maculosa Gray

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/41r-99d-6ll
title: Trifolium alpestre L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/ktb-1zs-wbv
title: Trifolium alpestre L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/2za-5zg-ahm
title: Epilobium hirsutum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/8z2-leq-e55
title: Veronica persica Poir.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/fdw-5bx-7f5
title: Hypericum perforatum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/vhn-mgm-c26
title: Hypericum perforatum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/5cq-z5d-cbp
title: Hypericum perforatum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/w8f-f4j-sp1
title: Hypericum perforatum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/rjh-p01-8s8
title: Hypericum perforatum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/t66-qvf-61c
title: Chamaenerion angustifolium subsp. angustifolium

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/wam-qj1-0ev
title: Hypericum perforatum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/2d4-raz-ks4
title: Chamaenerion angustifolium subsp. angustifolium

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/dry-x6x-s55
title: Hypericum perforatum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/g3t-4p7-b9r
title: Hypericum perforatum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/rsm-abn-qrp
title: Hypericum perforatum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/2b8-vyv-3pv
title: Cyperus longus L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/75c-qlw-07e
title: Ranunculus polyanthemos subsp. polyanthemoides (Boreau) Ahlfv.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/p0d-qnk-nvm
title: Chamaenerion angustifolium subsp. angustifolium

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.15468/dl.3knpvr
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Halosauropsis verticalis Gilbert, 1905"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0112953-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/qlv-d05-9y3
title: Ranunculus fontanus C. Presl

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/ve1-y1p-rxp
title: Polygonum aviculare subsp. aviculare

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/6c4-g2j-mjz
title: Chamaenerion angustifolium subsp. angustifolium

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/fv4-e5k-8f7
title: Chamaenerion angustifolium subsp. angustifolium

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/hcl-zbb-wyg
title: Chamaenerion angustifolium subsp. angustifolium

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/qgy-3sx-8kv
title: Geranium versicolor L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/02h-v0e-73q
title: Chamaenerion angustifolium subsp. angustifolium

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/mgm-8vn-bv7
title: Digitalis ferruginea L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.5281/zenodo.15851935
title: Grain datas of Qaidam Basin

description: we provide is granular data, which is derived from the core sediments of the Qaidam Basin's Xitaijnar Saline Lake. The data total 460 items, including mean, standard deviation, skewness, and kurtosis.
DOI: 10.5281/zenodo.15851936
title: Grain datas of Qaidam Basin

description: we provide is granular data, which is derived from the core sediments of the Qaidam Basin's Xitaijnar Saline Lake. The data total 460 items, including mean, standard deviation, skewness, and kurtosis.
DOI: 10.3535/esr-0aa-z6z
title: Polygonum aviculare subsp. aviculare

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/12g-pkr-had
title: Polygonum arenastrum Boreau

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/hvk-knn-3ka
title: Cynanchica aristata (L.f.) P.Caputo & Del Guacchio

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/wt9-v65-r7w
title: Cynanchica aristata subsp. scabra (C.Presl) P.Caputo & Del Guacchio

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.15468/dl.mjvuoy
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024117-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qwvnph
title: Occurrence Download

description: A dataset containing 343 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Pseudis platensis Gallardo, 1961"
 ]
}

 The dataset includes 343 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0291124-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.llwotb
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004425-160509122628363/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gn9qh2
title: Occurrence Download

description: A dataset containing 44254014 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-104.65177 -4.84741,-84.99308 -4.84741,-84.99308 27.16769,-104.65177 27.16769,-104.65177 -4.84741))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 44254014 records from 2950 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0290983-220831081235567/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.31313141
title: Supplementary Material from Hearing and anatomy of the ear of the European hedgehog <i>Erinaceus europaeus</i>

description: Supplementary Materials.xlsx
DOI: 10.6084/m9.figshare.31313141.v1
title: Supplementary Material from Hearing and anatomy of the ear of the European hedgehog <i>Erinaceus europaeus</i>

description: Supplementary Materials.xlsx
DOI: 10.5281/zenodo.18546030
title: Daily Groundwater Level Data of Ratlam District, Madhya Pradesh

description: This dataset contains daily averaged groundwater level observations from 15 monitoring wells located in Ratlam District, Madhya Pradesh, India. The data were collected using Digital Water Level Recorders (DWLRs) operating at a 6-hour measurement interval (four observations per day). The present dataset represents processed daily averages derived from the original high-frequency records.The monitoring wells tap predominantly basaltic hard-rock aquifers of the Deccan Traps and include unconfined, semi-confined, and confined systems across recharge, mid-slope, and discharge zones. Well depths range from shallow upland wells to deeper semi-confined aquifers (>100 m).

The repository also provides the complete Python code used for preprocessing, daily averaging, and clustering analysis. A README file describes the data structure, processing steps, and software requirements to ensure reproducibility.