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National Park Species Dataset

National Park Species Dataset 2024

@kaggle.umerhaddii_national_park_species_dataset

About this Dataset

National Park Species Dataset

Context

The National Park Service publishes a database of animal and plant species identified in individual national parks and verified by evidence — observations, vouchers, or reports that document the presence of a species in a park. All park species records are available to the public on the National Park Species portal; exceptions are made for sensitive, threatened, or endangered species when widespread distribution of information could pose a risk to the species in the park.

Content

Geography: USA

Time period: Present

Unit of analysis: National Park Species Dataset

National Park species lists provide information on the presence and status of species in our national parks. These species lists are works in progress and the absence of a species from a list does not necessarily mean the species is absent from a park. The time and effort spent on species inventories varies from park to park, which may result in data gaps. Species taxonomy changes over time and reflects regional variations or preferences; therefore, records may be listed under a different species name.

Each park species record includes a species ID, park name, taxonomic information, scientific name, one or more common names, record status, occurrence (verification of species presence in park), nativeness (species native or foreign to park), abundance (presence and visibility of species in park), seasonality (season and nature of presence in park), and conservation status (species classification according to US Fish & Wildlife Service). Taxonomic classes have been translated from Latin to English for species categorization; order, family, and scientific name (genus, species, subspecies) are in Latin.

The dataset we're exploring, the species at the most visited National Parks in the USA! NPSpecies contains species listed by National Parks maintained by National Parks Service (NPS). Given the size of the dataset, we're focusing on the 15 most visited parks. The data comes from NPS

Variables

Variable Description
ParkCode National Park Code.
ParkName National Park Full Name.
CategoryName Species Category.
Order Species Order.
Family Species Family.
TaxonRecordStatus Whether or not the taxon is active.
SciName Scientific name for the species.
CommonNames Common name of the species.
Synonyms Other names the species may go by.
ParkAccepted Whether or not the park accepts this species.
Sensitive Whether or not the species is 'sensitive'.
RecordStatus Whether or not NPS approved the species.
Occurrence The current status of existence or presence of each species in each park. Applicable only to scientific names with Park Accepted Status of "Accepted". Possible values reflect a combination of confidence, availability, and currency of evidence.
OccurrenceTags Additional sighting informational tag.
Nativeness Whether or not the species is native.
NativenessTags Additional native informational tag.
Abundance How abundant is the species in the park.
NPSTags NPSpecies system-wide attributes and tags are standard categories and designations that apply across all parks and species.
ParkTags Parks can create their own custom attributes, called “park tags,” and apply them to their park species records. For example, perhaps a park wants to set up a list of spring wildflowers, or identify the park subunits in which species occur.
References four columns that display the number of associated evidence records that substantiate the status of the species in the park: Observations, Vouchers, References, and External Links. A document, publication, article, database, or other information resource that contains information on one or more park species.
Observations four columns that display the number of associated evidence records that substantiate the status of the species in the park: Observations, Vouchers, References, and External Links. An observation is subjective evidence (no physical proof taken) as to the identity and the location of an organism.
Vouchers four columns that display the number of associated evidence records that substantiate the status of the species in the park: Observations, Vouchers, References, and External Links. Physical evidence used to confirm identity and prove an organism was found in a particular location. Forms of physical evidence include a voucher specimen at a museum or herbarium (including whole or piece of organism), or in some cases a photo image (i.e. digital or hardcopy).
ExternalLinks four columns that display the number of associated evidence records that substantiate the status of the species in the park: Observations, Vouchers, References, and External Links.
TEStatus indicates any FWS Threatened or Endangered species status.
StateStatus Many states and US territories maintain their own lists of species of concern, or may have other status categories that are assigned to species within a state/territory.
OzoneSensitiveStatus Plant species found within National Park boundaries that are known to have a negative response to high ozone exposure. Ground-level ozone can cause visible leaf injury (e.g. bleaching or dark stippling), growth and yield reductions, and altered sensitivity to stressors (e.g. pests, diseases, or drought).
GRank Global ranks assess the level of rarity or abundance of a taxon throughout its range.
SRank State ranks assess rarity or abundance of a taxon within a state.

Acknowledgements

The National Park Service species list database is managed and updated by staff at individual national parks and the systemwide Inventory and Monitoring department.

Source: NPS

•TidyTuesday • frankiethullNPSPECIES USER GUIDE

Users interested in getting this data via web services, please go to: NPS Website

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