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FAIRness Assessment
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Macrobenthos diversity of six European coastal wetlands under different ecological status

This dataset comprises samples from 36 sites distributed across six pilot wetlands and three conservation statuses (altered, preserved, restored), i.e. two sites per wetland–status combination. At each site, aquatic macrofauna were sampled during two seasonal campaigns covering winter 2023 and summer 2024, using standardized net sweeps. For each event and site, organisms were identified to the lowest possible taxonomic level, and described by life stage and a functional group label (e.g. water beetle larvae, mosquito larvae, fish, crayfish, tadpoles, snails, oligochaetes). Abundance is recorded as counts of individuals per taxon; when the sample was too large, only a known fraction of the material was sorted and total counts were extrapolated accordingly, with notes indicating “Sample too big” or, when no fauna was found, “Nothing”. Data will be available after the 31/12/2026.

Default

IdentificationAbout this resource

Alternate Identifier

c83aaba6-48de-4cf8-9059-aaa6e7987283

Publication Date
2027-01-01
Title

Macrobenthos diversity of six European coastal wetlands under different ecological status

Abstract

This dataset comprises samples from 36 sites distributed across six pilot wetlands and three conservation statuses (altered, preserved, restored), i.e. two sites per wetland–status combination. At each site, aquatic macrofauna were sampled during two seasonal campaigns covering winter 2023 and summer 2024, using standardized net sweeps. For each event and site, organisms were identified to the lowest possible taxonomic level, and described by life stage and a functional group label (e.g. water beetle larvae, mosquito larvae, fish, crayfish, tadpoles, snails, oligochaetes). Abundance is recorded as counts of individuals per taxon; when the sample was too large, only a known fraction of the material was sorted and total counts were extrapolated accordingly, with notes indicating “Sample too big” or, when no fauna was found, “Nothing”. Data will be available after the 31/12/2026.

Dataset Language

English

 
Dataset Creator
  Tour du Valat - Michael Ronse (Engineer)

Dataset Creator
  Tour du Valat - Anis Guelmami (Engineer)

Dataset Creator
  Tour du Valat - Samuel Hilaire (Research technician)

Metadata Provider
  Tour du Valat - Michael Ronse (Engineer)

Associated Party

Information Manager

  University of Salento - Martina Pulieri (Research assistant)

Associated Party

Content Provider

  Departament de Biologia Evolutiva, Ecologia i Ciències Ambientals, Universitat de Barcelona (UB) - Miguel Cabrera Brufau (PostDoc)

Associated Party

Content Provider

  University of Valencia - Carlos Rochera (Researcher)

Associated Party

Content Provider

  Tour du Valat - Raquel Ambrosio (Research technician)

Associated Party

Content Provider

  WasserCluster Lunz - Biologische Station - Katrin Attermeyer (Group Leader)

Associated Party

Content Provider

  National Research Council (CNR), Institute of Biophysics (IBF) - Giancarlo Bachi (PostDoc)

Associated Party

Content Provider

  Tour du Valat - Nina Bègue (Engineer)

Associated Party

Content Provider

  Marine Research Institute, Klaipeda University - Martynas Bučas (Researcher)

Associated Party

Content Provider

  Departament de Biologia Evolutiva, Ecologia i Ciències Ambientals, Universitat de Barcelona (UB) - Alba Camacho-Santamans (PhD student)

Associated Party

Content Provider

  Departament de Biologia Evolutiva, Ecologia i Ciències Ambientals, Universitat de Barcelona (UB) - Lídia Cañas (Research technician)

Associated Party

Content Provider

  University of Valencia - Rafael Carballeira (Temporary Professor)

Associated Party

Content Provider

  National Research Council (CNR), Institute of Biophysics (IBF) - Marco Carloni (Technician)

Associated Party

Content Provider

  Universidade de Aveiro - Lamara Cavalcante (PhD Student)

Associated Party

Content Provider

  University of Bucharest - Constantin Cazacu (Assistant professor)

Associated Party

Content Provider

  National Research Council (CNR), Institute of Biophysics (IBF) - Giovanni Checcucci (Researcher)

Associated Party

Content Provider

  Universidade de Aveiro - João Pedro Coelho (Researcher)

Associated Party

Content Provider

  University of Bucharest - Valentin Dinu (Researcher)

Associated Party

Content Provider

  National Research Council (CNR), Institute of Biophysics (IBF) - Valtere Evangelista (Technician)

Associated Party

Content Provider

  University of Barcelona - Ilenia Férez Martín (Graduate student)

Associated Party

Content Provider

  Marine Research Institute, Klaipėda University - Jonas Gintauskas (Specialist)

Associated Party

Content Provider

  University of Bucharest - Relu Constantin Giuca (Researcher)

Associated Party

Content Provider

  National Research Council (CNR), Institute of Biophysics (IBF) - Mirco Guerrazzi (Technician)

Associated Party

Content Provider

  Marine Research Institute, Klaipeda University - Marija Katarzyte (Researcher)

Associated Party

Content Provider

  Universidade de Aveiro - Ana Lillebø (Principal researcher)

Associated Party

Content Provider

  University of Valencia - Raquel Lizán (Technician)

Associated Party

Content Provider

  Departament de Biologia Evolutiva, Ecologia i Ciències Ambientals, Universitat de Barcelona (UB) - Camille Minaudo (PostDoc)

Associated Party

Content Provider

  WasserCluster Lunz - Biologische Station - Benjamin Misteli (PostDoc)

Associated Party

Content Provider

  Departament de Biologia Evolutiva, Ecologia i Ciències Ambientals, Universitat de Barcelona (UB) - Jorge Juan Montes-Pérez (PostDoc)

Associated Party

Content Provider

  University of Valencia - Daniel Morant (Researcher)

Associated Party

Content Provider

  Departament de Biologia Evolutiva, Ecologia i Ciències Ambientals, Universitat de Barcelona (UB) - Biel Obrador (Associate professor)

Associated Party

Content Provider

  Universidade de Aveiro - Bruna R. F. Oliveira (Researcher)

Associated Party

Content Provider

  University of Aveiro - Vitor Hugo Pessoa Oliveira (Junior Researcher)

Associated Party

Content Provider

  University of Valencia - Marta Pedrón (PhD student)

Associated Party

Content Provider

  Marine Research Institute, Klaipėda University - Jolita Petkuviene (Senior researcher)

Associated Party

Content Provider

  University of Valencia - Antonio Picazo Mozo (Senior Researcher)

Associated Party

Content Provider

  University of Bucharest - Tudor Racoviceanu (Researcher)

Associated Party

Content Provider

  University of Aveiro - Sara Ribeiro (Graduate technician)

Associated Party

Content Provider

  National Research Council (CNR), Institute of Biophysics (IBF) - Chiara Santinelli (Researcher)

Associated Party

Content Provider

  Universidade de Aveiro - Ana I. Sousa (Researcher)

Associated Party

Content Provider

  WasserCluster Lunz - Biologische Station - Gertraud Steniczka (Technician)

Associated Party

Content Provider

  Wageningen Marine Research - Wouter Suykerbuyk (Researcher)

Associated Party

Content Provider

  Marine Research Institute, Klaipėda University - Edvinas Tiskus (Research assistant)

Associated Party

Content Provider

  National Research Council (CNR), Institute of Biophysics (IBF) - Claudia Tropea (PhD student)

Associated Party

Content Provider

  Marine Research Institute, Klaipeda University - Diana Vaičiūtė (Researcher)

Associated Party

Content Provider

  National Research Council (CNR), Institute of Biophysics (IBF) - silvia valsecchi (PhD student)

Associated Party

Content Provider

  Wageningen University and Research - Marinka van Puijenbroek (Researcher)

Associated Party

Content Provider

  WasserCluster Lunz - Biologische Station - Mourine Jesire Yegon (PhD student)

Associated Party

Content Provider

  Departament de Biologia Evolutiva, Ecologia i Ciències Ambientals, Universitat de Barcelona (UB) - Daniel von Schiller (Associate professor)

Associated Party

Content Provider

  University of Valencia - Antonio Camacho (Full professor)

Associated Party

Custodian Steward

  National Research Council (CNR), Institute of Research on Terrestrial Ecosystems (IRET) - Ilaria Rosati (Technologist)

Dataset Contact
  Tour du Valat - Anis Guelmami (Engineer)

Dataset Contact
  Tour du Valat - Michael Ronse (Engineer)

Keywords (Biodiversity Thesaurus)
  • biodiversity

  • wetland

  • ecological restoration

Keywords (Environmental Thesaurus)
  • macroinvertebrates

Keywords (Traits Thesaurus)
  • Macrobenthos

Geographic Coverage

Geographic Description

Danube Delta

Bounding Box

West Bounding Coordinate

28.2843

East Bounding Coordinate

29.7459

North Bounding Coordinate

45.4723

South Bounding Coordinate

44.8032

Geographic Coverage

Geographic Description

Ria de Aveiro

Bounding Box

West Bounding Coordinate

-8.72507

East Bounding Coordinate

-8.59663

North Bounding Coordinate

40.74963

South Bounding Coordinate

40.63271

Geographic Coverage

Geographic Description

Marjal dels moros

Bounding Box

West Bounding Coordinate

-0.27997

East Bounding Coordinate

-0.240362

North Bounding Coordinate

39.64107

South Bounding Coordinate

39.61579

Geographic Coverage

Geographic Description

Curonian lagoon

Bounding Box

West Bounding Coordinate

20.5142

East Bounding Coordinate

21.2653

North Bounding Coordinate

55.7186

South Bounding Coordinate

54.8743

Geographic Coverage

Geographic Description

Camargue

Bounding Box

West Bounding Coordinate

4.4382

East Bounding Coordinate

4.9275

North Bounding Coordinate

43.674

South Bounding Coordinate

43.3229

Geographic Coverage

Geographic Description

Dutch wetlands

Bounding Box

West Bounding Coordinate

3.9907

East Bounding Coordinate

4.4087

North Bounding Coordinate

51.6811

South Bounding Coordinate

51.2754

Temporal Coverage

Range of Dates

Begin Date

2023-10-01

End Date

2024-08-31

Taxonomic Coverage

Taxonomic Classification

Taxonomic Rank Name

Class

Taxonomic Rank Value

Amphibia

Taxon ID

PH

Taxonomic Classification

Taxonomic Rank Name

Class

Taxonomic Rank Value

Arachnida

Taxon ID

CCQKT

Taxonomic Classification

Taxonomic Rank Name

Class

Taxonomic Rank Value

Bivalvia

Taxon ID

7NF3C

Taxonomic Classification

Taxonomic Rank Name

Class

Taxonomic Rank Value

Gastropoda

Taxon ID

7NF3Y

Taxonomic Classification

Taxonomic Rank Name

Class

Taxonomic Rank Value

Insecta

Taxon ID

H6

Taxonomic Classification

Taxonomic Rank Name

Class

Taxonomic Rank Value

Magnoliopsida

Taxon ID

MG

Taxonomic Classification

Taxonomic Rank Name

Class

Taxonomic Rank Value

Malacostraca

Taxon ID

MC

Taxonomic Classification

Taxonomic Rank Name

Class

Taxonomic Rank Value

Polychaeta

Taxon ID

B8TXG

Taxonomic Classification

Taxonomic Rank Name

Class

Taxonomic Rank Value

Teleostei

Taxon ID

8V4VD

resourceLicensesLicense Information

Intellectual Rights
 

Distribution

Online

A brief description of the the content of online URL.

DOI

URL
https://doi.org/10.48372/yk6f-9q98
 
 

Project

• Project

Title

RESTORE4Cs - Modelling RESTORation of wEtlands for Carbon pathways, Climate Change mitigation and adaptation, ecosystem services, and biodiversity, Co-benefits

Personnel

Individual Name

Given Name

Michael

Surname

Ronse

Organization Name

Tour du Valat

Position Name

Engineer

Email

ronse@tourduvalat.org

Role

Point Of Contact

Personnel

Individual Name

Given Name

Anis

Surname

Guelmami

Organization Name

Tour du Valat

Position Name

Engineer

Email

guelmami@tourduvalat.org

User ID

0000-0002-3906-6424

Role

Principal Investigator

Abstract

All major European Union (EU) policies recognise the key role of wetlands to achieve the EU objectives regarding climate neutrality, biodiversity protection, zero-pollution, flood protection, and circular economy. Therefore, assessing the current extent and state of European wetlands, their current and potential greenhouse gases (GHG) profile and their medium to long-term mitigation capacity through restoration, or other measures, are key priorities of the European Union to tackle climate change. Led by the University of Aveiro, the Horizon project RESTORE4Cs (Modelling RESTORation of wEtlands for Carbon pathways, Climate Change mitigation and adaptation, ecosystem services, and biodiversity, Co-benefits) will assess the role of restoration action on wetlands capacity in terms of climate change mitigation and a wide range of ecosystem services using an integrative socio-ecological systems approach.

Funding

EU Horizon 2.5.1 - Climate science and solutions

 
 

Methods

• Method

Method Step

Description

Sampling

Study Extent
Sampling Description
 
 

Data Tables

• Data Table

Name

MacrobenthosAbundance_RESTORE4Cs.csv

Physical

Object Name

MacrobenthosAbundance_RESTORE4Cs.csv

Size

124156

Authentication

MD5:0c39e6443fa7e1797eff0c74dbf698d2

Data Format

textFormat

1

column

;

Attribute List

Attribute

Name

eventID

Label

Event ID

Definition

An identifier for the set of information associated with a dwc:Event (something that occurs at a place and time). May be a global unique identifier or an identifier specific to the data set.

Measurement Scale

nominal

nonNumericDomain

textDomain

Definition

Any Text

Annotation

http://ecoinformatics.org/oboe/oboe.1.2/oboe-core.owl#hasContext

http://rs.tdwg.org/dwc/terms/eventID

Attribute

Name

season

Label

Season

Definition

Code that identifies the season (S1: Autumn, S2: Winter, S3: Spring, S4: Summer).

Measurement Scale

nominal

nonNumericDomain

enumeratedDomain

codeDefinition

S1

Autumn

-

codeDefinition

S2

Winter

-

codeDefinition

S3

Spring

-

codeDefinition

S4

Summer

-

Annotation

http://ecoinformatics.org/oboe/oboe.1.2/oboe-core.owl#hasContext

http://www.eionet.europa.eu/gemet/concept/7529

Attribute

Name

higherGeography

Label

Higher Geography

Definition

Full name of wetland casepilot where the sample was taken.

Measurement Scale

nominal

nonNumericDomain

textDomain

Definition

Any Text

Annotation

http://ecoinformatics.org/oboe/oboe.1.2/oboe-core.owl#hasContext

http://rs.tdwg.org/dwc/terms/higherGeography

Attribute

Name

locationID

Label

Location ID

Definition

Code that identifies the location (the wetland "unit") where the measurement was taken. Coded as a combination of the casepilot (higherGeography) abreviation and one of "A1", "A2", "P1", "P2", "R1" or "R2". Letters A, P, R followed by number correspond to the ecological status classification of the locations (A=Altered, P=Preserved, R= Restored).

Measurement Scale

nominal

nonNumericDomain

textDomain

Definition

Any Text

Annotation

http://ecoinformatics.org/oboe/oboe.1.2/oboe-core.owl#hasContext

http://rs.tdwg.org/dwc/terms/locationID

Attribute

Name

eventDate

Label

Event Date

Definition

The date-time or interval during which a dwc:Event occurred.

Measurement Scale

nominal

nonNumericDomain

textDomain

Definition

Any Text

Annotation

http://ecoinformatics.org/oboe/oboe.1.2/oboe-core.owl#hasContext

http://rs.tdwg.org/dwc/terms/eventDate

Attribute

Name

decimalLatitude

Label

Decimal Latitude

Definition

The geographic latitude (in decimal degrees, using the spatial reference system given in dwc:geodeticDatum) of the geographic center of a dcterms:Location. Positive values are north of the Equator, negative values are south of it. Legal values lie between -90 and 90, inclusive.

Measurement Scale

Ratio

Unit

standardUnit

degree

Numeric domain

Number type

real

Annotation

http://ecoinformatics.org/oboe/oboe.1.2/oboe-core.owl#hasContext

http://rs.tdwg.org/dwc/terms/decimalLatitude

Attribute

Name

decimalLongitude

Label

Decimal Longitude

Definition

The geographic longitude (in decimal degrees, using the spatial reference system given in dwc:geodeticDatum) of the geographic center of a dcterms:Location. Positive values are east of the Greenwich Meridian, negative values are west of it. Legal values lie between -180 and 180, inclusive.

Measurement Scale

Ratio

Unit

standardUnit

degree

Numeric domain

Number type

real

Annotation

http://ecoinformatics.org/oboe/oboe.1.2/oboe-core.owl#hasContext

http://rs.tdwg.org/dwc/terms/decimalLongitude

Attribute

Name

phylum

Label

Phylum

Definition

The full scientific name of the phylum or division in which the dwc:Taxon is classified.

Measurement Scale

nominal

nonNumericDomain

textDomain

Definition

Any Text

Annotation

http://ecoinformatics.org/oboe/oboe.1.2/oboe-core.owl#hasContext

http://rs.tdwg.org/dwc/terms/phylum

Attribute

Name

class

Label

Class

Definition

The full scientific name of the class in which the dwc:Taxon is classified.

Measurement Scale

nominal

nonNumericDomain

textDomain

Definition

Any Text

Annotation

http://ecoinformatics.org/oboe/oboe.1.2/oboe-core.owl#hasContext

http://rs.tdwg.org/dwc/terms/class

Attribute

Name

order

Label

Order

Definition

The full scientific name of the order in which the dwc:Taxon is classified.

Measurement Scale

nominal

nonNumericDomain

textDomain

Definition

Any Text

Annotation

http://ecoinformatics.org/oboe/oboe.1.2/oboe-core.owl#hasContext

http://rs.tdwg.org/dwc/terms/order

Attribute

Name

family

Label

Family

Definition

The full scientific name of the family in which the dwc:Taxon is classified.

Measurement Scale

nominal

nonNumericDomain

textDomain

Definition

Any Text

Annotation

http://ecoinformatics.org/oboe/oboe.1.2/oboe-core.owl#hasContext

http://rs.tdwg.org/dwc/terms/family

Attribute

Name

genus

Label

Genus

Definition

The full scientific name of the genus in which the dwc:Taxon is classified.

Measurement Scale

nominal

nonNumericDomain

textDomain

Definition

Any Text

Annotation

http://ecoinformatics.org/oboe/oboe.1.2/oboe-core.owl#hasContext

http://rs.tdwg.org/dwc/terms/genus

Attribute

Name

scientificName

Label

Scientific Name

Definition

The full scientific name, with authorship and date information if known. When forming part of a dwc:Identification, this should be the name in lowest level taxonomic rank that can be determined. This term should not contain identification qualifications, which should instead be supplied in the dwc:identificationQualifier term.

Measurement Scale

nominal

nonNumericDomain

textDomain

Definition

Any Text

Annotation

http://ecoinformatics.org/oboe/oboe.1.2/oboe-core.owl#hasContext

http://rs.tdwg.org/dwc/terms/scientificName

Attribute

Name

acceptedNameUsage

Label

Accepted Name Usage

Definition

The full name, with authorship and date information if known, of the currently valid (zoological) or accepted (botanical) dwc:Taxon.

Measurement Scale

nominal

nonNumericDomain

textDomain

Definition

Any Text

Annotation

http://ecoinformatics.org/oboe/oboe.1.2/oboe-core.owl#hasContext

http://rs.tdwg.org/dwc/terms/acceptedNameUsage

Attribute

Name

scientificNameAuthorship

Label

Scientific Name Authorship

Definition

The authorship information for the dwc:scientificName formatted according to the conventions of the applicable dwc:nomenclaturalCode.

Measurement Scale

nominal

nonNumericDomain

textDomain

Definition

Any Text

Annotation

http://ecoinformatics.org/oboe/oboe.1.2/oboe-core.owl#hasContext

http://rs.tdwg.org/dwc/terms/scientificNameAuthorship

Attribute

Name

acceptedNameUsageID

Label

Accepted Name Usage ID

Definition

An identifier for the name usage (documented meaning of the name according to a source) of the currently valid (zoological) or accepted (botanical) taxon.

Measurement Scale

nominal

nonNumericDomain

textDomain

Definition

Any Text

Annotation

http://ecoinformatics.org/oboe/oboe.1.2/oboe-core.owl#hasContext

http://rs.tdwg.org/dwc/terms/acceptedNameUsageID

Attribute

Name

taxonRank

Label

Taxon Rank

Definition

The taxonomic rank of the most specific name in the dwc:scientificName.

Measurement Scale

nominal

nonNumericDomain

textDomain

Definition

Any Text

Annotation

http://ecoinformatics.org/oboe/oboe.1.2/oboe-core.owl#hasContext

http://rs.tdwg.org/dwc/terms/taxonRank

Attribute

Name

lifeStage

Label

Life Stage

Definition

The age class or life stage of the dwc:Organism(s) at the time the dwc:Occurrence was recorded.

Measurement Scale

nominal

nonNumericDomain

enumeratedDomain

codeDefinition

Adult

An organism that is fully grown or sexually mature.

https://kos.lifewatch.eu/thesauri/traits/c_ac9342d2

codeDefinition

Larvae

A distinct juvenile form many animals undergo before metamorphosis into adults.

https://kos.lifewatch.eu/thesauri/traits/c_8c0c4803

codeDefinition

Undetermined stage

Developmental phase in an organism's life cycle that cannot yet be clearly identified sexually.

https://kos.lifewatch.eu/thesauri/traits/c_add14540

Annotation

http://ecoinformatics.org/oboe/oboe.1.2/oboe-core.owl#containsMeasurementsOfType

http://rs.tdwg.org/dwc/terms/lifeStage

Attribute

Name

organismGroup

Label

organism group

Definition

An organism group is a classification of living things based on shared characteristics.

Measurement Scale

nominal

nonNumericDomain

textDomain

Definition

Any Text

Annotation

http://ecoinformatics.org/oboe/oboe.1.2/oboe-core.owl#containsMeasurementsOfType

http://vocabs.lter-europe.net/elter_cl/10673

Attribute

Name

organismQuantity

Label

Organism Quantity

Definition

A number or enumeration value for the quantity of dwc:Organisms.

Measurement Scale

Ratio

Unit

Custom Unit

individuals

Numeric domain

Number type

natural

Annotation

http://ecoinformatics.org/oboe/oboe.1.2/oboe-core.owl#containsMeasurementsOfType

http://rs.tdwg.org/dwc/terms/organismQuantity

Attribute

Name

organismQuantityEstimated

Label

Organism Quantity Estimated

Definition

Where present, it rapresents the estimated sample size value, calculated by multipling the organismQuantity per the samplingEffort.

Measurement Scale

Ratio

Unit

Custom Unit

individuals

Numeric domain

Number type

natural

Attribute

Name

samplingEffort

Label

Sampling Effort

Definition

The amount of effort expended during a dwc:Event.

Measurement Scale

nominal

nonNumericDomain

textDomain

Definition

Any Text

Annotation

http://ecoinformatics.org/oboe/oboe.1.2/oboe-core.owl#hasContext

http://rs.tdwg.org/dwc/terms/samplingEffort

Attribute

Name

organismQuantityType

Label

Organism Quantity Type

Definition

The type of quantification system used for the quantity of dwc:Organisms.

Measurement Scale

nominal

nonNumericDomain

textDomain

Definition

Any Text

Annotation

http://ecoinformatics.org/oboe/oboe.1.2/oboe-core.owl#hasUnit

http://rs.tdwg.org/dwc/terms/organismQuantityType

Attribute

Name

sampleSizeValue

Label

Sample Size Value

Definition

sampleSizeValue

Measurement Scale

Ratio

Unit

standardUnit

dimensionless

Numeric domain

Number type

real

Annotation

http://ecoinformatics.org/oboe/oboe.1.2/oboe-core.owl#containsMeasurementsOfType

http://rs.tdwg.org/dwc/terms/sampleSizeValue

Attribute

Name

sampleSizeUnit

Label

Sample Size Unit

Definition

sampleSizeUnit

Measurement Scale

nominal

nonNumericDomain

textDomain

Definition

Any Text

Annotation

http://ecoinformatics.org/oboe/oboe.1.2/oboe-core.owl#hasUnit

http://rs.tdwg.org/dwc/terms/sampleSizeUnit

Attribute

Name

fieldNotes

Label

Field Notes

Definition

One of a) an indicator of the existence of, b) a reference to (publication, URI), or c) the text of notes taken in the field about the dwc:Event.

Measurement Scale

nominal

nonNumericDomain

textDomain

Definition

Any Text

Annotation

http://ecoinformatics.org/oboe/oboe.1.2/oboe-core.owl#hasContext

http://rs.tdwg.org/dwc/terms/fieldNotes

numberOfRecords

447

 
 






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