cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.ob76gx
title: Occurrence Download

description: A dataset containing 32 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 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002639-180824113759888/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zsh7cx
title: Occurrence Download

description: A dataset containing 4016779 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-74.87378 3.55824,-72.48115 3.55824,-72.48115 6.03063,-74.87378 6.03063,-74.87378 3.55824))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4016779 records from 1293 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028394-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.itgeps
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/0022652-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nhrrgj
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eucalyptus microschema Brooker & Hopper"
 ]
}

 The dataset includes 42 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021827-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gdwrb8
title: Occurrence Download

description: A dataset containing 838 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Terminalia neotaliala"
 ]
}

 The dataset includes 838 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014797-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r2f4tf
title: Occurrence Download

description: A dataset listing the 6718 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-114.95291 32.18689,-113.41565 32.18689,-113.41565 33.53436,-114.95291 33.53436,-114.95291 32.18689))",
 "HasCoordinate is true"
 ]
}

 The dataset's 6718 records were derived from 452 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014776-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qk5wxa
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cephalopoda)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-140 -10,-130 -10,-130 0,-140 0,-140 -10))"
 ]
}

 The dataset includes 17 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014800-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p7cxye
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cephalopoda)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-130 -10,-120 -10,-120 0,-130 0,-130 -10))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014801-251009101135966/datasets/export for details.
DOI: 10.15468/dl.wfnsk2
title: Occurrence Download

description: A dataset containing 945 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Heteropyxis natalensis"
 ]
}

 The dataset includes 945 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014798-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nb2nyj
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Solenogastres)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((50 0,60 0,60 10,50 10,50 0))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014802-251009101135966/datasets/export for details.
DOI: 10.15468/dl.uupxdj
title: Occurrence Download

description: A dataset containing 136 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 one of (Eremurus robustus)"
 ]
}

 The dataset includes 136 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014803-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17343498
title: MLFF training sets and optimized structures of Ru3Sn7 surfaces

description: For reference, we provide the chemical structures that we used to train the machine-learning force fields, and that we obtained from global optimization with the genetic algorithm.
DOI: 10.5281/zenodo.17343499
title: MLFF training sets and optimized structures of Ru3Sn7 surfaces

description: For reference, we provide the chemical structures that we used to train the machine-learning force fields, and that we obtained from global optimization with the genetic algorithm.
DOI: 10.15468/dl.jkhhw9
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Solenogastres)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((40 0,50 0,50 10,40 10,40 0))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014804-251009101135966/datasets/export for details.
DOI: 10.5281/zenodo.17343776
title: Database D4R Burkina Faso

description: The database (DB) was developed for the master’s thesis ‘Approaching Forest and Landscape Restoration in Burkina Faso with a new Decision Support Tool’. It serves as the knowledge base for the Decision Support Tool (DST) ‘Diversity for Restoration’ and contains information regarding 84 physiological traits and uses for 74 woody species native or naturalised in Burkina Faso. Within the database, these physiological traits and uses are referred to as 'traits'. Within the DST these are systematically assigned to specific restoration objectives and site conditions. Every ‘informed’ species-trait-level combination corresponds to one or more references; for species-trait combinations showing ‘unknown’ as their level no information was available at the time the DB was established (2019–2021). For some traits several levels are possible.

The DST is available at https://www.diversityforrestoration.org/
DOI: 10.5281/zenodo.17343777
title: Database D4R Burkina Faso

description: The database (DB) was developed for the master’s thesis ‘Approaching Forest and Landscape Restoration in Burkina Faso with a new Decision Support Tool’. It serves as the knowledge base for the Decision Support Tool (DST) ‘Diversity for Restoration’ and contains information regarding 84 physiological traits and uses for 74 woody species native or naturalised in Burkina Faso. Within the database, these physiological traits and uses are referred to as 'traits'. Within the DST these are systematically assigned to specific restoration objectives and site conditions. Every ‘informed’ species-trait-level combination corresponds to one or more references; for species-trait combinations showing ‘unknown’ as their level no information was available at the time the DB was established (2019–2021). For some traits several levels are possible.

The DST is available at https://www.diversityforrestoration.org/
DOI: 10.15468/dl.pt587w
title: Occurrence Download

description: A dataset containing 3702 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Senecio brasiliensis"
 ]
}

 The dataset includes 3702 records from 189 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014805-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4hufbq
title: Occurrence Download

description: A dataset containing 161 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Rafnia angulata angulata, Rafnia angulata angulata)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 161 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014807-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z4mhe9
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Solenogastres)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((30 0,40 0,40 10,30 10,30 0))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014808-251009101135966/datasets/export for details.
DOI: 10.15468/dl.ctbmdn
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pogostemon heyneanus",
 "Country is Seychelles",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014809-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e6s6yn
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cephalopoda)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-120 -10,-110 -10,-110 0,-120 0,-120 -10))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014806-251009101135966/datasets/export for details.
DOI: 10.15139/s3/4vgquu
title: Data Management and Sharing Plan for: The Infant Down Syndrome Brain and Behavior Study

description: The Data Management and Sharing Plan describes the scientific data to be generated and/or used in the research and outlines a strategy for managing and sharing project data.
description: Data Management and Sharing Plan
DOI: 10.15468/dl.sgmmq9
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cephalopoda)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-110 -10,-100 -10,-100 0,-110 0,-110 -10))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014811-251009101135966/datasets/export for details.
DOI: 10.7303/syn30421808
title: GENIE BPC RENAL 1.1-consortium
DOI: 10.15468/dl.vpjaru
title: Occurrence Download

description: A dataset containing 113 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 one of (Eremurus stenophyllus)"
 ]
}

 The dataset includes 113 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014814-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gq43wr
title: Occurrence Download

description: A dataset containing 256 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cephalopoda)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-100 -10,-90 -10,-90 0,-100 0,-100 -10))"
 ]
}

 The dataset includes 256 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014812-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b8fr4z
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Solenogastres)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((20 0,30 0,30 10,20 10,20 0))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014813-251009101135966/datasets/export for details.
DOI: 10.15468/dl.3e4m4w
title: Occurrence Download

description: A dataset containing 7107 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lagerstroemia indica"
 ]
}

 The dataset includes 7107 records from 524 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014810-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17343708
title: Persistent cells in Quadrant III and IV

description: This dataset displays the search for the rare but infiniteley many persstant cells, thath allow vertical movement on quadrant III and IV for the literal application of the  rule ( d_o-1 ) / 3. The application leads from every member of the chain  to the 0 - line.

While the original COL(2)-function (3d_o +1) leads to infinity , because of failing in parity change it never stops.

To use logarithmic presentation we swich into the mirror image of quadrant III.
DOI: 10.5281/zenodo.17343709
title: Persistent cells in Quadrant III and IV

description: This dataset displays the search for the rare but infiniteley many persstant cells, thath allow vertical movement on quadrant III and IV for the literal application of the  rule ( d_o-1 ) / 3. The application leads from every member of the chain  to the 0 - line.

While the original COL(2)-function (3d_o +1) leads to infinity , because of failing in parity change it never stops.

To use logarithmic presentation we swich into the mirror image of quadrant III.
DOI: 10.15468/dl.f5z9vm
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Mexico",
 "Geometry POLYGON((-117.64676 32.58365,-114.57229 28.13654,-112.60852 28.27115,-114.48501 30.09978,-114.8123 32.68831,-117.64676 32.58365))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Crotalus enyo",
 "Year 2010-2025"
 ]
}

 The dataset includes 13 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014816-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sy9cc3
title: Occurrence Download

description: A dataset containing 49747 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Punica granatum"
 ]
}

 The dataset includes 49747 records from 696 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014815-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/waq-07e-dyt
title: Myrcia guianensis (Aubl.) DC.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/zef-asz-15y
title: Azolla nilotica Decne.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/12w-hbd-4hr
title: Mimosa elliptica Benth.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/qys-gpw-9al
title: Acalypha poiretii Spreng.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/6k4-wzx-93k
title: Myrcia DC. ex Guill.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/dfd-f3g-bsd
title: Myrcia bracteata (Rich.) DC.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/p2d-n10-5g3
title: Myrcia splendens (Sw.) DC.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/mvj-s2e-2sn
title: Inga umbellifera (Vahl) Steud. ex DC.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/zkr-6sn-nzf
title: Vochysia pumila Pohl

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/1lp-bt6-7h3
title: Acalypha lanceolata var. lanceolata

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/9rb-wqk-qdx
title: Mimosa velloziana Mart.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/mbh-d97-ahn
title: Mimosa uraguensis Hook. & Arn.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/q0p-cch-fvj
title: Acalypha villosa Jacq.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/h6m-5zn-0zx
title: Piptadenia adiantoides (Spreng.) J.F.Macbr.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ary-pcy-cfk
title: Mimosa xanthocentra Mart.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/wpz-5gq-xd4
title: Inga marginata Willd.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/q8g-m51-zxh
title: Acalypha macrostachya Jacq.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/sa6-ng7-y82
title: Acalypha diversifolia Jacq.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/t5j-dd7-2m6
title: Acalypha poiretii Spreng.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/3n2-pxq-2ec
title: Acalypha macrostachya Jacq.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/gsp-ssd-hkk
title: Acalypha diversifolia Jacq.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/64a-w8l-hme
title: Myrcia splendens (Sw.) DC.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/vms-x8k-ys6
title: Vochysia rufa var. sericea (Pohl) Warm.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.s2bgpd
title: Occurrence Download

description: A dataset containing 65891 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Syntrichia ruralis"
 ]
}

 The dataset includes 65891 records from 528 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072501-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/t37-d11-7lx
title: Mimosa debilis var. debilis

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/x2s-14k-p2m
title: Acalypha wilkesiana Müll.Arg.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ga3-0zd-y3w
title: Mimosa tarda Barneby

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/p0k-0n4-ha6
title: Acalypha villosa Jacq.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/tpn-ekk-hbd
title: Acalypha macrostachya Jacq.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/4k1-s89-wh9
title: Inga thibaudiana DC.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/xww-cjh-2tw
title: Acalypha macrostachya Jacq.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/gvv-z3b-l5l
title: Inga marginata Willd.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/v9x-rbn-ff3
title: Inga marginata Willd.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/nr2-grl-dpk
title: Pityrocarpa leptostachya (Benth.) L.P.Queiroz & P.G.Ribeiro

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.5281/zenodo.16600067
title: Arctic lake drainage types and drainage month (2000-2020)

description: Lake drainage events may cause catastrophic flooding in the Arctic, impacting topography, ecosystems, and permafrost carbon dynamics. Among the 3,955 drainage events recorded between 2000 and 2020, lateral drainage was the predominant type, with most events occurring in May and June. In this context, lake drainage events are defined as those involving lakes with an initial area greater than 10 hectares and a loss of more than 50% of their surface area.