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This data file is consider as raw data file after merging and removing duplicate records of all data sources. e.g. this file is an output of occurrence records of mollusc species "Mexacanthina lugubris" with all modern records extracted from GBIF, OBIS, IDIGBIO and InvertEBase

Usage

ecodata

Format

A data frame with 1115 rows and 19 variables:

X

index

basisOfRecord

Type of record (e.g., preserved specimen, fossil)

occurrenceStatus

Presence or absence of the organism

institutionCode

Code of the institution that holds the record

verbatimEventDate

Original recorded date of the event

scientificName

Full scientific name of the organism

individualCount

Number of individuals observed

organismQuantity

Reported quantity of the organism

abundance

Calculated or standardized abundance value

decimalLatitude

Latitude in decimal degrees

decimalLongitude

Longitude in decimal degrees

coordinateUncertaintyInMeters

Uncertainty in coordinates (meters)

locality

Named place where the occurrence was recorded

verbatimLocality

Original text for locality description

municipality

Municipality or town of the occurrence

county

County where the record was observed

stateProvince

State or province name

country

Country name

cleaned_catalog

Standardized catalog number for de-duplication

Source

  • used rgbif for GBIF, ridigbio for iDigBio, robis for OBIS and rsymbiota for InvertEBase