cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.11672037
title: FURNA: a database of functional annotations of RNA structures (part 2)

description: A copy of the FURNA database curated on June 9, 2024 (part 2). Download both part 1 (10.5281/zenodo.11664059) and part 2 (10.5281/zenodo.11672037) to combine them by:

$ cat xaa xab > furna.tar.bz2

$ rm xaa xab

$ tar -xvf furna.tar.bz2
DOI: 10.15468/dl.6ztf38
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/0002033-160509122628363/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9m8p23
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Habenaria sanfordiana Szlach. & Olszewski"
 ]
}

 The dataset includes 8 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0236537-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7y5rtn
title: Occurrence Download

description: A dataset containing 19272 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Japan",
 "TaxonKey is Ulvophyceae"
 ]
}

 The dataset includes 19272 records from 78 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0091814-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jke4uy
title: Occurrence Download

description: A dataset containing 4232 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Human Observation"
 ]
 },
 {
 "or" : [
 "DatasetKey is RB - Rio de Janeiro Botanical Garden Herbarium Collection",
 "DatasetKey is CEPEC - Herbário do Centro de Pesquisas do Cacau",
 "DatasetKey is JPB - Herbário Lauro Pires Xavier",
 "DatasetKey is HUESB - Herbário da Universidade Estadual do Sudoeste da Bahia",
 "DatasetKey is ALCB herbarium - Universidade Federal da Bahia - Herbário Virtual REFLORA",
 "DatasetKey is HUEFS - Herbario da Universidade Estadual de Feira de Santana",
 "DatasetKey is ALCB - Herbário Alexandre Leal Costa"
 ]
 },
 "GadmGid is BRA.5.163.1_1",
 "Issue is Geodetic datum assumed WGS84",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 4232 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0316852-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n56zg3
title: Occurrence Download

description: A dataset containing 164339683 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Living Specimen, Occurrence evidence)",
 "Country is United States of America",
 "Geometry POLYGON((-100.36003 23.28703,-75.18937 23.28703,-75.18937 36.9027,-100.36003 36.9027,-100.36003 23.28703))",
 "IucnRedListCategory is one of (LC, NT, VU, EN, CR)"
 ]
}

 The dataset includes 164339683 records from 427 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0156172-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s6vkpz
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/0002026-160509122628363/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cm5q3v
title: Occurrence Download

description: A dataset containing 86 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Habenaria roxburghii Nicolson"
 ]
}

 The dataset includes 86 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0236521-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fj5vi7
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/0002105-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cejac6
title: Occurrence Download

description: A dataset listing the 2 species recorded in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Orcaella brevirostris (Owen, 1866)"
 ]
}

 The dataset's 2 records were derived from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090884-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rscx46
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Habenaria ruizii R.González"
 ]
}

 The dataset includes 8 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0236522-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.24w73d
title: Occurrence Download

description: A dataset containing 1588951186 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1588951186 records from 11729 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0343948-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/40hfer
title: HydroGlo-0.1

description: Dataset for NeurIPS submission.
DOI: 10.15468/dl.kkbd95
title: Occurrence Download

description: A dataset containing 121286 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 Geonoma Willd."
 ]
}

 The dataset includes 121286 records from 396 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001311-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b3geed
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is one of (Arundo donax, Carpobrotus acinaciformis, Carpobrotus edulis)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010071-250515123054153/datasets/export for details.
DOI: 10.15468/dl.9y5cjd
title: Occurrence Download

description: A dataset containing 1706 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Saxifraga florulenta Moretti"
 ]
}

 The dataset includes 1706 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010070-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/szg7-q219
title: "test"

description: "test"
DOI: 10.3535/9zn-aql-2t5
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vxq-r12-3rv
title: Margaretta Gray, 1843

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/66h-jvc-25g
title: Hibolithes

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/v4z-bbt-wt4
title: †Stephanosella Canu & Bassler, 1917

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nfh-h3p-ynd
title: Celleporaria Lamouroux, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cve-xea-l8k
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ftq-lt5-prm
title: Porella Gray, 1848

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0yp-64t-sy7
title: Apodemus sylvaticus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/njt-cn3-90v
title: Cupuladria biporosa (Canu & Bassler, 1923)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/d5t-hc9-amc
title: Gen. indet. sp. indet.

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/e36-k4p-fg2
title: †Miogypsina Sacco, 1893

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vlw-8vx-4tz
title: Galemys Kaup, 1829

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qhr-lk1-fdf
title: Dendrobeania Levinsen, 1909

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z2w-p0q-fv1
title: Gen. indet. sp. indet.

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cj5-v3e-spd
title: Rhamnus L.

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/h9q-0hg-tqs
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/x1a-qk3-v89
title: †Miogypsina Sacco, 1893

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0qv-0rg-gst
title: Gen. indet. sp. indet.

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qpf-f6g-lek
title: Discoporella umbellata (Defrance, 1823)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/12w-zr5-5t5
title: Crinoidea Miller, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r77-xfj-p1z
title: Myomimus Ognev, 1924

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dgy-5bl-pj9
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mnl-jp4-8ev
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mmr-8wl-t9d
title: Bryozoa

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9ak-z6c-vjl
title: Crinoidea Miller, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qh8-8fy-wf8
title: Pasythea Lamouroux, 1812

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z7a-j8w-hz3
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1pa-jsl-xns
title: Rodentia Bowdich, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9nj-e09-d07
title: Bryozoa

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/acx-w34-7jd
title: Bryozoa

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/q1d-7j7-x7s
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kat-31j-j2j
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zwf-ld7-lsv
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9x8-zqy-152
title: †Miogypsina Sacco, 1893

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sq6-mz6-ty8
title: †Thalamoporella biperforata Canu & Bassler, 1923

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r36-pgb-vl8
title: Biflustra savartii (Audouin, 1826)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/27a-jfe-hv1
title: Margaretta Gray, 1843

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4tl-8ll-nx3
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jmq-218-pet
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/v5l-491-0c7
title: Orthiopteris Copel.

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/saq-mc6-e14
title: Cellaria salicornioides Lamouroux, 1816

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/l3x-51y-7kn
title: Oreogrammitis yoderi (Copel.) Parris & Sundue

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.15468/dl.j92ukm
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Praravinia negrosensis"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028806-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.utpdvm
title: Occurrence Download

description: A dataset containing 79 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sphecotheres hypoleucus)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 79 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028805-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6mpd9g
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AEU4462"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028808-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/m4l-djq-ld9
title: Equisetum arvense L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/r66-bh8-rd0
title: Equisetum arvense L.

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

description: A dataset containing 242153 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Myiodynastes maculatus)",
 "Country is one of (Anguilla, Antigua and Barbuda, Argentina, Aruba, Bahamas, Barbados, Belize, Bolivia (Plurinational State of), Bonaire, Sint Eustatius and Saba, Bouvet Island, Brazil, Cayman Islands, Chile, Colombia, Costa Rica, Cuba, Curaçao, Dominica, Dominican Republic, Ecuador, El Salvador, Falkland Islands (Malvinas), French Guiana, Grenada, Guadeloupe, Guatemala, Guyana, Haiti, Honduras, Jamaica, Martinique, Mexico, Montserrat, Nicaragua, Panama, Paraguay, Peru, Puerto Rico, Saint Barthélemy, Saint Kitts and Nevis, Saint Lucia, Saint Martin (French part), Saint Vincent and the Grenadines, Sint Maarten (Dutch part), South Georgia and the South Sandwich Islands, Suriname, Trinidad and Tobago, Turks and Caicos Islands, Uruguay, Venezuela (Bolivarian Republic of), Virgin Islands (British), Virgin Islands (U.S.))"
 ]
}

 The dataset includes 242153 records from 261 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028784-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/9tz-26c-rmc
title: Equisetum arvense L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/jy2-m0w-p1e
title: Equisetum arvense L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/wee-npk-yvf
title: Equisetum arvense L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/q86-4w8-bl5
title: Equisetum arvense L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/r37-d2d-42d
title: Equisetum arvense L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/t62-d4m-b6m
title: Equisetum arvense L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/vz1-7zg-lx8
title: Equisetum arvense L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/0ks-5pv-ekp
title: Equisetum arvense L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/6zc-s7a-43m
title: Equisetum arvense L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/bj5-p3c-gbj
title: Equisetum arvense L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/hjp-9dn-ybw
title: Equisetum arvense L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/14d-bbn-dnw
title: Equisetum arvense L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/jz6-eaa-vpm
title: Equisetum arvense L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/k0r-b3r-jpb
title: Equisetum arvense L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/81y-he6-z5h
title: Equisetum arvense L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/blb-pzt-dxl
title: Equisetum arvense L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/p3s-t48-9xy
title: Equisetum arvense L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/9r4-npd-x4b
title: Equisetum arvense L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/d17-39a-qja
title: Equisetum arvense L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.5281/zenodo.16779239
title: Storm damage to global mangrove ecosystems (2001-2021)

description: This dataset recorded cyclone damage to mangrove ecosystems worldwide from 2001–2021.

 

This dataset has 23 columns:







Sampling Information (Columns 1–14):



Sample ID – Unique identifier for each sample, representing a storm-cell pair

Landing – Storm landfall event associated with the sample

storm ID – Identifier for the storm

storm Name - Name of the storm

year – year of observation (2001-2021)

category - cyclone category (c1 to c5)

landingLat - Latitude of the landfall

landingLon - Longitude of the landfall

Basin – Storm basin where the event occurred (values: East Pacific (EP), North Atlantic (NAt), North Indian Ocean (NI), South Indian Ocean (SI), South Pacific (SP), West Pacific (WP))

continent – Continent where the sample is located

ISO3 – ISO 3-letter country code

region – region where the sample is located

cell center lat – Latitude of the mangrove patch centroid

cell center lon – Longitude of the cell centroid



Recorded Cyclone Damage to Mangroves (Column 15):



damage



Six Predictor Variables (Columns 16–21):



wind speed

five-day wind speed

travel Speed

rainfall

Coastal Slope

Distance to Coastline
DOI: 10.5281/zenodo.16779240
title: Storm damage to global mangrove ecosystems (2001-2021)

description: This dataset recorded cyclone damage to mangrove ecosystems worldwide from 2001–2021.

 

This dataset has 23 columns:







Sampling Information (Columns 1–14):



Sample ID – Unique identifier for each sample, representing a storm-cell pair

Landing – Storm landfall event associated with the sample

storm ID – Identifier for the storm

storm Name - Name of the storm

year – year of observation (2001-2021)

category - cyclone category (c1 to c5)

landingLat - Latitude of the landfall

landingLon - Longitude of the landfall

Basin – Storm basin where the event occurred (values: East Pacific (EP), North Atlantic (NAt), North Indian Ocean (NI), South Indian Ocean (SI), South Pacific (SP), West Pacific (WP))

continent – Continent where the sample is located

ISO3 – ISO 3-letter country code

region – region where the sample is located

cell center lat – Latitude of the mangrove patch centroid

cell center lon – Longitude of the cell centroid



Recorded Cyclone Damage to Mangroves (Column 15):



damage



Six Predictor Variables (Columns 16–21):



wind speed

five-day wind speed

travel Speed

rainfall

Coastal Slope

Distance to Coastline