# Identification of Modified Data

Code here written by Erica Krimmel.

Here, we explore a situation where data from the provider were modified by iDigBio during ingestion as part of its data quality processing. Understanding how data were modified can help collections staff identify updates that need to be made on their specimen records as well as issues that the aggregator may need to remedy in their data quality processing.

## General Overview

In this demo we will cover how to:

1. Write a query to search for specimens using `idig_search_records`
2. Compare the difference between the data providers and aggregators data
3. Identify specimen records that need to be reviewed

## Load Packages

    # Load core libraries; install these packages if you have not already
    library(ridigbio)
    library(tidyverse)

    # Load library for making nice HTML output
    library(kableExtra)

## Write a query to search for specimen records

First, let’s find all the specimen records from a given recordset, e.g. all of the records published by a single collection. Do this using the `idig_search_records` function from the `ridigbio` package. You can learn more about this function from the iDigBio API documentation and ridigbio documentation. In this example, we want to start by searching for specimens from the Invertebrate Paleontology collection at the Natural History Museum of Los Angeles.

    # Edit the value after `recordset` to search for data from a different collection
    # and the fields (e.g. `uuid`) in `fields` to adjust the columns returned in
    # your results
    df_names <- idig_search_records(rq = list(recordset = "5082e6c8-8f5b-4bf6-a930-e3e6de7bf6fb"),
                        fields = c("uuid",
                                   "data.dwc:occurrenceID",
                                   "data.dwc:catalogNumber",
                                   "family",
                                   "data.dwc:family",
                                   "genus",
                                   "data.dwc:genus",
                                   "specificepithet",
                                   "data.dwc:specificEpithet",
                                   "infraspecificepithet",
                                   "data.dwc:infraspecificEpithet",
                                   "data.dwc:scientificName",
                                   "flags"),
                        # Set the limit for how many records are returned by the
                        # search to a low number for the purposes of this demo
                        limit = 1000) %>%
      # Rename fields to more easily reflect their provenance (either from the
      # data provider directly or modified by the data aggregator)
      rename(occurrenceID = `data.dwc:occurrenceID`,
             catalogNumber = `data.dwc:catalogNumber`,
             provider_family = `data.dwc:family`,
             provider_genus = `data.dwc:genus`,
             provider_species = `data.dwc:specificEpithet`,
             provider_subspecies = `data.dwc:infraspecificEpithet`,
             provider_scientificName = `data.dwc:scientificName`,
             aggregator_family = `family`,
             aggregator_genus = `genus`,
             aggregator_species = `specificepithet`,
             aggregator_subspecies = `infraspecificepithet`) %>%
      # Reorder columns for easier viewing
      select(uuid, occurrenceID, catalogNumber, aggregator_family, provider_family,
             aggregator_genus, aggregator_species, aggregator_subspecies,
             provider_genus, provider_species, provider_subspecies,
             provider_scientificName, flags)

Here is what our query result data looks like, with the data from the aggregator’s processing highlighted in red text:

uuid | occurrenceID | catalogNumber | aggregator_family | provider_family | aggregator_genus | aggregator_species | aggregator_subspecies | provider_genus | provider_species | provider_subspecies | provider_scientificName
--- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | ---
000153f6-4861-4219-ac9e-f0d0f62fe60b | 0b6e2924-4b1a-4a18-a532-6c2d95962e95 | LACMIP 42500.14 | NA | NA | NA | NA | NA | NA | NA | NA | Clypeasteroida indet.
000249c8-5c27-4292-94a7-1802f4d1ca4b | 37ae5d77-073e-4713-aa54-92d7e0616fcf | LACMIP 16817.200 | borsoniidae | Borsoniidae | ophiodermella | NA | NA | Ophiodermella | NA | NA | Ophiodermella sp.
00028446-c91d-47f2-b036-2134f011e282 | 2933a74c-faeb-4519-9117-6000c9f43926 | LACMIP 2657.24 | mactridae | Mactridae | tresus | nuttallii | NA | Tresus | nuttallii | NA | Tresus nuttallii (Conrad, 1837)
00034f81-997b-499f-a176-ac2949facbb9 | aecc92f1-1994-41bf-988c-e095ce1ce030 | LACMIP 1195.4 | fissurellidae | Fissurellidae | puncturella | cooperi | NA | Puncturella | cooperi | NA | Puncturella cooperi Carpenter, 1864
00038886-e0ca-4893-b454-e90d75f1eaa7 | 07cfa54b-1f25-4ea2-a0f2-a812f4e0523c | LACMIP 16408.1 | cirolanidae | Cirolanidae | palaega | goedertorum | NA | Palaega | goedertorum | NA | Palaega goedertorum Wieder & Feldmann, 2016
0003949f-4780-4283-bab1-8e8fb7a71841 | be239c5f-fbdc-4062-b0d5-1a7f6074665e | LACMIP 351.105 | ceratopogonidae | Ceratopogonidae | NA | NA | NA | NA | NA | NA | Ceratopogonidae indet.
0004af95-d2bf-4247-9522-440662c2788f | d29d432a-d390-4479-8bf7-552399a5eb0c | LACMIP 20651.58 | epitoniidae | Epitoniidae | hirtoscala | tinctum | NA | Hirtoscala | tinctum | NA | Hirtoscala tinctum (Carpenter, 1864)
000587e5-d012-4f50-bc04-52f44e0182d3 | b5dc4eb7-6f1a-44b5-a4aa-2d8dd7608293 | LACMIP 10099.9 | turritellidae | Turritellidae | turritella | hearni | NA | Turritella | hearni | NA | Turritella hearni Merriam, 1941
00058f4c-855d-423b-a9b5-aaec1b1bd25f | 727c3b93-52e8-403c-9e73-2232ac01a37e | LACMIP 22382.118 | calyptraeidae | Calyptraeidae | crepidula | onyx | NA | Crepidula | NA | NA | Crepidula sp.
0006606e-53aa-4264-8af3-d55ff9951759 | 240d0a7f-b29e-45ea-8394-c115ee56e8fd | LACMIP 5060.45 | pectinidae | Pectinidae | leptopecten | latiauratus | NA | Leptopecten | latiauratus | NA | Leptopecten latiauratus (Conrad, 1837)
00067a2d-5d0f-47d7-9072-4b9b7b89bd88 | e5e3733b-c1d8-4e8c-a435-9a8ac0bbcde4 | LACMIP 7290.22 | potamididae | Potamididae | cerithidea | californica | NA | Cerithideopsis | californica | NA | Cerithideopsis californica (Haldeman, 1840)
00077744-a544-453a-b1bf-ad634d94eacf | 6ab4f80d-0d1a-4ae2-aabf-acc155320a1d | LACMIP 31257.62 | nassariidae | Nassariidae | hima | mendica | NA | Hima | mendica | NA | Hima mendica (Gould, 1849)
0007cf26-5306-4f2f-a585-94a319069820 | 2fe4c7be-6ca2-4b06-846a-d6869a032b82 | LACMIP 42484.30 | olividae | Olividae | callianax | alectona | NA | Callianax | alectona | NA | Callianax alectona (Duclos, 1835)
0007d63a-b15e-4cd5-9154-53a6204c0e41 | e87ad9af-e536-4303-a622-048892bf4dae | LACMIP 2533.3708 | NA | NA | NA | NA | NA | NA | NA | NA | Coleoptera indet.
0007f380-2797-40fe-8071-a836be493f5b | 22d202d2-ce38-467c-aa2e-778070a37c3f | LACMIP 22848.1 | gaudryceratidae | Gaudryceratidae | eogaudryceras | hertleini | NA | Eogaudryceras | hertleini | NA | Eogaudryceras hertleini (Wiedmann, 1962)
0009b3cf-ba45-4631-ad9f-b8e84b690bdf | 341ca08b-892f-40bf-8ad0-00a9a1aa8208 | LACMIP 260.336 | NA | NA | NA | NA | NA | NA | NA | NA | Diptera indet.
000ae0be-f613-43cf-a2bf-0eaefe5eedb8 | c3f51eee-ecc6-4d35-b05e-7b1dac915e7e | LACMIP 42035.31 | conidae | Conidae | conus | californicus | NA | Californiconus | californicus | NA | Californiconus californicus (Reeve, 1844)
000ba35c-8bea-4528-b1cf-bbbb15d9a68d | 17750fa4-8422-4fd7-8167-9a31c00e0096 | LACMIP 5090.6 | tellinidae | Tellinidae | macoma | astori | NA | Macoma | astori | NA | Macoma (Rexithaerus) astori Dall, 1909
000bb3a9-7161-4c90-ad21-f28b0aac7f15 | 911b1326-38b2-4946-9eb4-61aaa3ca812a | LACMIP 23225.88 | littorinidae | Littorinidae | lacuna | unifasciata | NA | Lacuna | unifasciata | NA | Lacuna (Epheria) unifasciata Carpenter, 1857
000d25fe-9b7c-4a8a-b200-23b8643adee1 | 5d3319d4-a595-4f10-a897-e82d29eb5032 | LACMIP 2533.1396 | incertae sedis | Incertae sedis | NA | NA | NA | NA | NA | NA | Anisoptera indet.
000d50ee-faa7-4cf7-a276-cded9bc2b92d | 2d4ec77f-c893-4595-bb3c-299f23ef09be | LACMIP 22404.62 | lucinidae | Lucinidae | lucinoma | annulata | NA | Lucinoma | annulatum | NA | Lucinoma annulatum (Reeve, 1850)
000ea1d1-128a-4963-b1e2-2a142d91a32b | 9824ec2c-4122-4196-a1df-4763e78450f8 | LACMIP 2533.1797 | notonectidae | Notonectidae | notonecta | glauca | NA | Notonecta | NA | NA | Notonecta sp.
000eb38d-2ae0-4475-814e-c9ca812be6b1 | d158b0eb-bb73-4afe-95fc-5d220dd2be0c | LACMIP 17898.333 | NA | NA | NA | NA | NA | NA | NA | NA | Insecta indet.
000fa3fc-5311-475a-80d5-30b638db3db3 | a65ffe73-68d1-457a-a4c7-4bce55bd81f5 | LACMIP 10101.2 | nuculidae | Nuculidae | acila | demessa | NA | Acila | demessa | NA | Acila (Truncacila) demessa Finlay, 1927
000fec10-9144-4b0d-b88c-a06a27b9f380 | e26c1d53-ecb6-41b0-aedb-944306bafd29 | LACMIP 29180.20 | NA | NA | NA | NA | NA | NA | NA | NA | Bivalvia indet.
000ffcfb-9ea0-44ad-a1d3-a000b180d400 | e0d808f9-77fb-4321-80eb-b86b4733e2b1 | LACMIP 17095.4 | inoceramidae | Inoceramidae | cataceramus | subundatus | NA | Cataceramus | subundatus | NA | Cataceramus subundatus (Meek, 1861)
00105f0e-4f02-4cf6-924d-24334aa36168 | 27f4bacb-b697-49a0-896d-883356825c69 | LACMIP 21589.7 | turritellidae | Turritellidae | turritella | peninsularis | quaylei | Turritella | peninsularis | quaylei | Turritella peninsularis quaylei Saul, 1983
0010a364-e56e-41a0-80da-bc7ec0f580f0 | aa2aa1a1-c6cb-47d7-9254-10a87f05a014 | LACMIP 23153.5 | turritellidae | Turritellidae | mesalia | martinezensis | NA | Mesalia | martinezensis | NA | Mesalia martinezensis (Gabb, 1869)
00112f80-1f0f-4cce-9f58-fb58142b4cea | 5b9c0097-95d3-457c-9a12-69d5a6b3c0ec | LACMIP 29233.34 | nuculidae | Nuculidae | acila | haidana | NA | Acila | haidana | NA | Acila (Truncacila) haidana Packard in Schenck, 1936
00113821-2386-425a-bfe7-b86b30c3571a | 4df5ade2-6242-402c-b44e-4f74a0f263af | LACMIP 8226.206 | naticidae | Naticidae | neverita | reclusiana | NA | Glossaulax | reclusiana | NA | Glossaulax reclusiana (Deshayes, 1839)
0011e9dc-aea8-4909-b277-671f660572b0 | c8a22b89-070a-4101-b1fe-6bd3558ae098 | LACMIP 20187.59 | naticidae | Naticidae | neverita | reclusiana | NA | Glossaulax | reclusiana | NA | Glossaulax reclusiana (Deshayes, 1839)
00121bbf-0162-47aa-9d66-70825c61853f | 3b4e0b4a-0529-42e9-8ca8-a31f1b18746c | LACMIP 129.10 | veneridae | Veneridae | leukoma | laciniata | NA | Leukoma | laciniata | NA | Leukoma laciniata (Carpenter, 1864)
0012598c-c37c-4d8c-a03f-26f4910b04df | 8db53592-bad0-4142-a4ac-3e73109c9a9e | LACMIP 25446.101 | buccinidae | Buccinidae | neptunea | tabulata | NA | Neptunea | tabulata | NA | Neptunea (Sulcosipho) tabulata (Baird, 1863)
0012ce1c-6297-4854-9a89-a4ea3627b960 | 8b13250e-5e43-48c2-a4ec-e77352a7c0dc | LACMIP 20341.1 | hiatellidae | Hiatellidae | panopea | whitfieldi | NA | Panopea | NA | NA | Panopea sp.
00130464-1faf-4526-be44-a8595f829352 | b61872a5-b278-446f-8834-99e070792e72 | LACMIP 421.73 | pectinidae | Pectinidae | spathochlamys | vestalis | NA | Spathochlamys | vestalis | NA | Spathochlamys vestalis (Reeve, 1853)
00139f82-3cb1-491f-a95a-c90207af164d | 989f4361-d944-4ff8-ac01-3c4ebb538265 | LACMIP 23637.185 | buccinidae | Buccinidae | “cominella” | lecontei | NA | “Cominella” | lecontei | NA | “Cominella” lecontei White, 1889
0013c23e-b64b-4737-9c7b-b8d8149934b8 | e7c33bee-f096-47d9-9ee0-b699eada698d | LACMIP 21054.29 | ostreidae | Ostreidae | ostrea | conchaphila | NA | Ostrea | conchaphila | NA | Ostrea conchaphila Carpenter, 1857
00141151-babc-484d-b904-02aced161e7a | 5f5e0c91-7158-4cac-9932-e1f5a5855d46 | LACMIP 7205.93 | calyptraeidae | Calyptraeidae | crepidula | dorsata | NA | Crepipatella | dorsata | NA | Crepipatella dorsata (Broderip, 1834)
0014b73a-4ca3-4937-8e99-c5cbb35ca431 | 220b3f78-5957-43c8-97c4-8154b3619b74 | LACMIP 2533.2188 | incertae sedis | Incertae sedis | NA | NA | NA | NA | NA | NA | Nematocera indet.
00150998-6357-44f4-9ffc-b8dd6b2fe00a | 825e53ba-6813-48ff-9fee-cc04e380f011 | LACMIP 6953.58 | ostreidae | Ostreidae | ostrea | conchaphila | NA | Ostrea | conchaphila | NA | Ostrea conchaphila Carpenter, 1857
0015396f-d1f6-48de-b015-6ebc1ea073cd | 7955b9a4-ad58-4547-92f7-73714bdf8781 | LACMIP 5848.2 | cancridae | Cancridae | romaleon | wahkiakumensis | NA | Romaleon | wahkiakumensis | NA | Romaleon wahkiakumensis (Berglund & Goedert, 1992)
00156735-151c-40ec-af32-e95b70c7abe5 | d19de809-af30-4ff7-b5a6-db4c552a3d24 | LACMIP 23225.542 | pseudomelatomidae | Pseudomelatomidae | rectiplanes | voyi | NA | Rectiplanes | voyi | NA | Rectiplanes voyi (Gabb, 1866)
0015acac-ae8e-4fef-89fd-3b142bbc33da | 9a6ca880-b352-4465-b01e-cda524b881ba | LACMIP 10843.10 | glycymerididae | Glycymerididae | glycymerita | huttoni | NA | Glycymerita | veatchii | NA | Glycymerita veatchii (Gabb, 1864)
0015fe85-ea75-4ac5-9c85-c1d33f6e7fa3 | b796ab8d-3911-41f9-a64d-2b0290c3b6f9 | LACMIP 41662.37 | NA | NA | NA | NA | NA | NA | NA | NA | Bryozoa indet.
00166dc8-789f-4fb1-95c7-e41f745fe098 | d24bfa37-2ab7-4bb9-b3cf-f2bfafe6a2ce | LACMIP 2056.4 | tegulidae | Tegulidae | tegula | funebralis | NA | Chlorostoma | funebralis | NA | Chlorostoma funebralis (A. Adams, 1855)
001714ef-e925-4325-9e53-cd936c8f6568 | b6c81107-63a8-4733-bac0-c3434524b7df | LACMIP 5868.196 | lucinidae | Lucinidae | lucinoma | annulata | NA | Lucinoma | annulatum | NA | Lucinoma annulatum (Reeve, 1850)
00173dc6-2ae1-4cfa-a04c-64f312920bfe | 472a09f7-dc72-496a-b55e-22bed92acd26 | LACMIP 31276.115 | mactridae | Mactridae | mactrotoma | californica | NA | Mactrotoma | californica | NA | Mactrotoma californica (Conrad, 1837)
00176285-ecef-4407-9105-3b16b92c9145 | 591250af-2ac8-4511-b86e-7d74e2fbf19d | LACMIP 41688.16 | arcidae | Arcidae | arca | sisquocensis | NA | Arca | sisquocensis | NA | Arca sisquocensis Reinhart, 1937
0017c563-b6a4-4d5f-8552-814d6d5bf31e | 19cddaa9-752a-482c-a95a-1d8106c4bbfc | LACMIP 2533.757 | hydrophilidae | Hydrophilidae | berosus | morticinus | NA | Berosus | morticinus | NA | Berosus (Berosus) morticinus (Heyden & Heyden, 1866)
00183af0-7b5a-4d2d-8ceb-90b50dbd375c | 77f1f34a-8f65-48fb-b9e5-c81416e640b1 | LACMIP 42035.85 | naticidae | Naticidae | neverita | reclusiana | NA | Glossaulax | reclusiana | NA | Glossaulax reclusiana (Deshayes, 1839)

## Explore differences in the data

We can already see that there are some formatting differences between the data from the provider and that modified by the aggregator. For example, iDigBio converts all data to lowercase, which was historically useful for standardizing and indexing data across all of the recordsets represented in the iDigBio database. Family and genus names are capitalized by convention, so we will reformat those fields here:

    # Reformat aggregator fields to title case
    df_names <- df_names %>%
      mutate(aggregator_family = str_to_title(aggregator_family)) %>%
      mutate(aggregator_genus = str_to_title(aggregator_genus))

    # Subset `df_names` to show example
    df_names[1:5,] %>%
      select(-flags) %>%
      kable() %>%
      kable_styling(bootstrap_options = c("striped", "hover", "condensed"),
                    font_size = 12,
                    fixed_thead = T) %>%
      column_spec(c(4,6,7,8), color = "red") %>%
      scroll_box(width = "100%", height = "400px")

uuid | occurrenceID | catalogNumber | aggregator_family | provider_family | aggregator_genus | aggregator_species | aggregator_subspecies | provider_genus | provider_species | provider_subspecies | provider_scientificName
--- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | ---
000153f6-4861-4219-ac9e-f0d0f62fe60b | 0b6e2924-4b1a-4a18-a532-6c2d95962e95 | LACMIP 42500.14 | NA | NA | NA | NA | NA | NA | NA | NA | Clypeasteroida indet.
000249c8-5c27-4292-94a7-1802f4d1ca4b | 37ae5d77-073e-4713-aa54-92d7e0616fcf | LACMIP 16817.200 | Borsoniidae | Borsoniidae | Ophiodermella | NA | NA | Ophiodermella | NA | NA | Ophiodermella sp.
00028446-c91d-47f2-b036-2134f011e282 | 2933a74c-faeb-4519-9117-6000c9f43926 | LACMIP 2657.24 | Mactridae | Mactridae | Tresus | nuttallii | NA | Tresus | nuttallii | NA | Tresus nuttallii (Conrad, 1837)
00034f81-997b-499f-a176-ac2949facbb9 | aecc92f1-1994-41bf-988c-e095ce1ce030 | LACMIP 1195.4 | Fissurellidae | Fissurellidae | Puncturella | cooperi | NA | Puncturella | cooperi | NA | Puncturella cooperi Carpenter, 1864
00038886-e0ca-4893-b454-e90d75f1eaa7 | 07cfa54b-1f25-4ea2-a0f2-a812f4e0523c | LACMIP 16408.1 | Cirolanidae | Cirolanidae | Palaega | goedertorum | NA | Palaega | goedertorum | NA | Palaega goedertorum Wieder & Feldmann, 2016

Let’s use the power of R to filter out data that have not been modified so that we can focus on rows where the aggregator has made changes. As an example, we will look at rows where the genus name does not match between the provider and the aggregator:

    # Filter for rows where genus does not match
    df_names %>%
      filter(provider_genus != aggregator_genus) %>%
      kable() %>%
      kable_styling(bootstrap_options = c("striped", "hover", "condensed"),
                    font_size = 12,
                    fixed_thead = T) %>%
      column_spec(c(4,6,7,8), color = "red") %>%
      scroll_box(width = "100%", height = "400px")

uuid | occurrenceID | catalogNumber | aggregator_family | provider_family | aggregator_genus | aggregator_species | aggregator_subspecies | provider_genus | provider_species | provider_subspecies | provider_scientificName | flags
--- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | ---

00067a2d-5d0f-47d7-9072-4b9b7b89bd88

e5e3733b-c1d8-4e8c-a435-9a8ac0bbcde4

LACMIP 7290.22

Potamididae

Potamididae

Cerithidea

californica

NA

Cerithideopsis

californica

NA

Cerithideopsis californica (Haldeman, 1840)

rev_geocode_eez , geopoint_low_precision , gbif_genericname_added , dwc_datasetid_added , gbif_vernacularname_added , idigbio_isocountrycode_added , dwc_originalnameusageid_added, dwc_genus_replaced , dwc_taxonomicstatus_added , dwc_taxonid_added , dwc_parentnameusageid_added , gbif_taxon_corrected , gbif_canonicalname_added

000ae0be-f613-43cf-a2bf-0eaefe5eedb8

c3f51eee-ecc6-4d35-b05e-7b1dac915e7e

LACMIP 42035.31

Conidae

Conidae

Conus

californicus

NA

Californiconus

californicus

NA

Californiconus californicus (Reeve, 1844)

geopoint_low_precision , gbif_reference_added , gbif_genericname_added , dwc_datasetid_added , dwc_scientificnameauthorship_replaced, gbif_vernacularname_added , dwc_parentnameusageid_added , idigbio_isocountrycode_added , dwc_genus_replaced , dwc_taxonomicstatus_added , dwc_taxonid_added , dwc_multimedia_added , gbif_taxon_corrected , gbif_canonicalname_added

00113821-2386-425a-bfe7-b86b30c3571a

4df5ade2-6242-402c-b44e-4f74a0f263af

LACMIP 8226.206

Naticidae

Naticidae

Neverita

reclusiana

NA

Glossaulax

reclusiana

NA

Glossaulax reclusiana (Deshayes, 1839)

rev_geocode_eez , geopoint_low_precision , gbif_reference_added , gbif_genericname_added , dwc_datasetid_added , gbif_vernacularname_added , idigbio_isocountrycode_added , dwc_originalnameusageid_added, dwc_genus_replaced , dwc_taxonomicstatus_added , dwc_taxonid_added , dwc_parentnameusageid_added , gbif_taxon_corrected , gbif_canonicalname_added

0011e9dc-aea8-4909-b277-671f660572b0

c8a22b89-070a-4101-b1fe-6bd3558ae098

LACMIP 20187.59

Naticidae

Naticidae

Neverita

reclusiana

NA

Glossaulax

reclusiana

NA

Glossaulax reclusiana (Deshayes, 1839)

geopoint_datum_error , geopoint_low_precision , gbif_reference_added , gbif_genericname_added , dwc_datasetid_added , gbif_vernacularname_added , idigbio_isocountrycode_added , dwc_originalnameusageid_added, dwc_genus_replaced , dwc_taxonomicstatus_added , dwc_taxonid_added , dwc_parentnameusageid_added , gbif_taxon_corrected , gbif_canonicalname_added

00141151-babc-484d-b904-02aced161e7a

5f5e0c91-7158-4cac-9932-e1f5a5855d46

LACMIP 7205.93

Calyptraeidae

Calyptraeidae

Crepidula

dorsata

NA

Crepipatella

dorsata

NA

Crepipatella dorsata (Broderip, 1834)

rev_geocode_eez , geopoint_low_precision , gbif_reference_added , gbif_genericname_added , dwc_datasetid_added , idigbio_isocountrycode_added , dwc_originalnameusageid_added, dwc_genus_replaced , dwc_taxonomicstatus_added , dwc_taxonid_added , dwc_parentnameusageid_added , gbif_taxon_corrected , gbif_canonicalname_added

00166dc8-789f-4fb1-95c7-e41f745fe098

d24bfa37-2ab7-4bb9-b3cf-f2bfafe6a2ce

LACMIP 2056.4

Tegulidae

Tegulidae

Tegula

funebralis

NA

Chlorostoma

funebralis

NA

Chlorostoma funebralis (A. Adams, 1855)

geopoint_low_precision , gbif_reference_added , dwc_taxonrank_replaced , gbif_genericname_added , dwc_datasetid_added , dwc_scientificnameauthorship_replaced, gbif_vernacularname_added , dwc_taxonomicstatus_added , dwc_originalnameusageid_added , gbif_canonicalname_added , gbif_taxon_corrected , idigbio_isocountrycode_added , dwc_genus_replaced , dwc_taxonid_added , dwc_parentnameusageid_added

00183af0-7b5a-4d2d-8ceb-90b50dbd375c

77f1f34a-8f65-48fb-b9e5-c81416e640b1

LACMIP 42035.85

Naticidae

Naticidae

Neverita

reclusiana

NA

Glossaulax

reclusiana

NA

Glossaulax reclusiana (Deshayes, 1839)

geopoint_low_precision , gbif_reference_added , gbif_genericname_added , dwc_datasetid_added , gbif_vernacularname_added , idigbio_isocountrycode_added , dwc_originalnameusageid_added, dwc_genus_replaced , dwc_taxonomicstatus_added , dwc_taxonid_added , dwc_parentnameusageid_added , gbif_taxon_corrected , gbif_canonicalname_added

001eb465-05cb-4ff1-9c7d-3b0217d1a03c

00cc7a85-a440-40dd-955b-0e13a2a8ef98

LACMIP 41678.50

Naticidae

Naticidae

Neverita

reclusiana

NA

Glossaulax

reclusiana

NA

Glossaulax reclusiana (Deshayes, 1839)

geopoint_low_precision , gbif_reference_added , gbif_genericname_added , dwc_datasetid_added , gbif_vernacularname_added , idigbio_isocountrycode_added , dwc_originalnameusageid_added, dwc_genus_replaced , dwc_taxonomicstatus_added , dwc_taxonid_added , dwc_parentnameusageid_added , gbif_taxon_corrected , gbif_canonicalname_added

002122b5-714f-4c17-8718-c8ff1d250c7b

3e6695d5-5747-4c40-b562-05a2684d79da

LACMIP 21055.13

Tegulidae

Tegulidae

Tegula

montereyi

NA

Chlorostoma

montereyi

NA

Chlorostoma montereyi (Kiener, 1850)

geopoint_datum_error , rev_geocode_eez , geopoint_low_precision , gbif_reference_added , dwc_taxonrank_replaced , gbif_genericname_added , dwc_datasetid_added , dwc_scientificnameauthorship_replaced, gbif_vernacularname_added , dwc_parentnameusageid_added , idigbio_isocountrycode_added , dwc_genus_replaced , dwc_taxonomicstatus_added , gbif_taxon_corrected , dwc_taxonid_added , dwc_originalnameusageid_added , gbif_canonicalname_added

002440ab-2a15-46db-aa8f-c043b4e143dc

37b0e696-1328-4c5d-9884-def9b9026df9

LACMIP 16521.17

Nassariidae

Nassariidae

Nassarius

perpinguis

NA

Caesia

perpinguis

NA

Caesia perpinguis (Hinds, 1844)

geopoint_low_precision , gbif_reference_added , gbif_genericname_added , dwc_datasetid_added , gbif_vernacularname_added , idigbio_isocountrycode_added , dwc_originalnameusageid_added, dwc_genus_replaced , dwc_taxonomicstatus_added , dwc_taxonid_added , dwc_parentnameusageid_added , gbif_taxon_corrected , gbif_canonicalname_added

0025fcb8-8f8d-48af-9662-a579cf631b99

6c739c75-5c26-4fd1-8520-55a1523614a9

LACMIP 3936.94

Epitoniidae

Epitoniidae

Epitonium

indianorum

NA

Hirtoscala

indianorum

NA

Hirtoscala indianorum (Carpenter, 1864)

rev_geocode_eez , geopoint_low_precision , gbif_reference_added , gbif_genericname_added , dwc_datasetid_added , dwc_scientificnameauthorship_replaced, idigbio_isocountrycode_added , dwc_originalnameusageid_added , dwc_genus_replaced , dwc_taxonomicstatus_added , dwc_taxonid_added , dwc_parentnameusageid_added , gbif_taxon_corrected , gbif_canonicalname_added

00317c86-c463-4c45-8c23-f9fdcd363a25

d9d6e433-73e9-4e96-937c-fd381e329855

LACMIP 66.873

Naticidae

Naticidae

Glossaulax

draconis

NA

Euspira

draconis

NA

Euspira draconis (Dall, 1903)

rev_geocode_eez , geopoint_low_precision , gbif_reference_added , dwc_taxonrank_replaced , gbif_genericname_added , dwc_datasetid_added , dwc_scientificnameauthorship_replaced, gbif_vernacularname_added , dwc_taxonomicstatus_added , dwc_taxonid_added , dwc_multimedia_added , dwc_originalnameusageid_added , gbif_canonicalname_added , gbif_taxon_corrected , idigbio_isocountrycode_added , dwc_genus_replaced , dwc_parentnameusageid_added

0040542c-ed12-4dba-9246-325ab81cf27e

99fad840-f82e-4e63-bb97-72acd55a2d8a

LACMIP 23393.9

Chamidae

Chamidae

Pseudochama

exogyra

NA

Chama

exogyra

NA

Chama exogyra Conrad, 1837

rev_geocode_eez , geopoint_low_precision , gbif_reference_added , dwc_taxonrank_replaced , gbif_genericname_added , dwc_datasetid_added , dwc_scientificnameauthorship_replaced, gbif_vernacularname_added , dwc_order_replaced , dwc_taxonomicstatus_added , dwc_taxonid_added , dwc_multimedia_added , dwc_originalnameusageid_added , gbif_canonicalname_added , gbif_taxon_corrected , idigbio_isocountrycode_added , dwc_genus_replaced , dwc_parentnameusageid_added

00420e9a-1b9d-4638-93e4-a14f20b23103

bd22b32b-ab88-40ad-afe6-6b7310209185

LACMIP 77.139

Cardiidae

Cardiidae

Americardia

media

NA

Mexicardia

procerum

NA

Mexicardia procerum (Sowerby I, 1833)

geopoint_datum_error , geopoint_low_precision , gbif_reference_added , gbif_genericname_added , dwc_datasetid_added , dwc_scientificnameauthorship_replaced, gbif_vernacularname_added , idigbio_isocountrycode_added , dwc_originalnameusageid_added , dwc_order_replaced , dwc_genus_replaced , dwc_specificepithet_replaced , dwc_taxonomicstatus_added , dwc_taxonid_added , dwc_parentnameusageid_added , gbif_taxon_corrected , gbif_canonicalname_added

0049f8e1-ed87-4c0e-81df-f03cd5012fb6

2db62d06-4c59-47d4-8a59-2ac19a5be256

LACMIP 41838.8

Ostreidae

Ostreidae

Ostrea

vespertina

NA

Dendostrea

vespertina

NA

Dendostrea vespertina (Conrad, 1854)

dwc_taxonomicstatus_added , gbif_genericname_added , dwc_datasetid_added , gbif_taxon_corrected , idigbio_isocountrycode_added , gbif_canonicalname_added , dwc_scientificnameauthorship_replaced, dwc_order_replaced , dwc_taxonid_added , dwc_parentnameusageid_added , dwc_genus_replaced

004b9842-0e3c-463b-b7c6-da0259f63c88

c68ca582-6b7c-4493-bb7b-dde68e5de18e

LACMIP 16815.14

Columbellidae

Columbellidae

Alia

gausapata

NA

Mitrella

gausapata

NA

Mitrella gausapata (Gould, 1850)

geopoint_low_precision , rev_geocode_mismatch , gbif_reference_added , dwc_taxonomicstatus_added , gbif_genericname_added , dwc_datasetid_added , dwc_taxonid_added , gbif_taxon_corrected , idigbio_isocountrycode_added, gbif_canonicalname_added , dwc_parentnameusageid_added , taxon_match_failed , dwc_genus_replaced

00503f61-af2f-4882-ad6a-e59a9d9857a2

b70b1004-32d6-4aff-a533-b17532db1c77

LACMIP 25446.87

Naticidae

Naticidae

Neverita

reclusiana

NA

Glossaulax

reclusiana

NA

Glossaulax reclusiana (Deshayes, 1839)

geopoint_low_precision , gbif_reference_added , gbif_genericname_added , dwc_datasetid_added , gbif_vernacularname_added , idigbio_isocountrycode_added , dwc_originalnameusageid_added, dwc_genus_replaced , dwc_taxonomicstatus_added , dwc_taxonid_added , dwc_parentnameusageid_added , gbif_taxon_corrected , gbif_canonicalname_added

00584135-2041-44b5-896d-6e2eeac20295

28bd8af1-17c0-4b0a-8756-e3ae91ee48e8

LACMIP 17848.45

Cardiidae

Cardiidae

Cardium

brewerii

NA

Acanthocardia

brewerii

NA

Acanthocardia (Schedocardia) brewerii (Gabb, 1864)

geopoint_low_precision , dwc_taxonomicstatus_added , gbif_genericname_added , dwc_datasetid_added , gbif_taxon_corrected , idigbio_isocountrycode_added , gbif_canonicalname_added , dwc_scientificnameauthorship_replaced, dwc_order_replaced , dwc_taxonid_added , dwc_parentnameusageid_added , dwc_genus_replaced

0058566e-f0f5-4917-81b9-e717953b6d11

e779e326-8582-4b57-98a2-210c9aafc60b

LACMIP 23386.27

Nassariidae

Nassariidae

Nassarius

perpinguis

NA

Caesia

perpinguis

NA

Caesia perpinguis (Hinds, 1844)

rev_geocode_eez , geopoint_low_precision , gbif_reference_added , gbif_genericname_added , dwc_datasetid_added , gbif_vernacularname_added , idigbio_isocountrycode_added , dwc_originalnameusageid_added, dwc_genus_replaced , dwc_taxonomicstatus_added , dwc_taxonid_added , dwc_parentnameusageid_added , gbif_taxon_corrected , gbif_canonicalname_added

00591879-55a9-48df-afa5-32a637f47d5a

abdac336-68aa-4e5e-b4e1-73e44bb29c40

LACMIP 229.44

Nassariidae

Nassariidae

Nassarius

perpinguis

NA

Caesia

perpinguis

NA

Caesia perpinguis (Hinds, 1844)

geopoint_datum_error , geopoint_low_precision , gbif_reference_added , dwc_taxonomicstatus_added , gbif_genericname_added , dwc_datasetid_added , dwc_parentnameusageid_added , dwc_taxonid_added , gbif_taxon_corrected , idigbio_isocountrycode_added , gbif_vernacularname_added , gbif_canonicalname_added , dwc_originalnameusageid_added, dwc_genus_replaced

005bfaf1-a68a-4734-9d40-7826ce51f35d

298e665b-66a1-423b-be7a-ec6b3dab277b

LACMIP 22413.169

Naticidae

Naticidae

Neverita

reclusiana

NA

Glossaulax

reclusiana

NA

Glossaulax reclusiana (Deshayes, 1839)

geopoint_datum_error , geopoint_low_precision , gbif_reference_added , gbif_genericname_added , dwc_datasetid_added , gbif_vernacularname_added , idigbio_isocountrycode_added , dwc_originalnameusageid_added, dwc_genus_replaced , dwc_taxonomicstatus_added , dwc_taxonid_added , dwc_parentnameusageid_added , gbif_taxon_corrected , gbif_canonicalname_added

006495be-7f3d-4180-8940-2200c4f812e1

e3532b29-4b90-41a5-9371-5aabd1acba10

LACMIP 305.1256

Pectinidae

Pectinidae

Pecten

healeyi

NA

Patinopecten

healeyi

NA

Patinopecten healeyi (Arnold, 1906)

geopoint_low_precision , rev_geocode_mismatch , gbif_reference_added , dwc_taxonrank_replaced , gbif_genericname_added , dwc_datasetid_added , dwc_scientificnameauthorship_replaced, dwc_parentnameusageid_added , idigbio_isocountrycode_added , dwc_order_replaced , dwc_genus_replaced , dwc_taxonomicstatus_added , dwc_taxonid_added , gbif_taxon_corrected , gbif_canonicalname_added

006cad27-7f96-4a91-ac9d-e2e2f7be09f3

138071e2-b4a8-4624-8281-e2e2405f91ca

LACMIP 18090.4

Ostreidae

Ostreidae

Ostrea

vespertina

NA

Dendostrea

vespertina

NA

Dendostrea vespertina (Conrad, 1854)

geopoint_low_precision , dwc_taxonomicstatus_added , gbif_genericname_added , dwc_datasetid_added , dwc_order_replaced , gbif_taxon_corrected , idigbio_isocountrycode_added , gbif_canonicalname_added , dwc_scientificnameauthorship_replaced, dwc_taxonid_added , dwc_parentnameusageid_added , dwc_genus_replaced

006fe4fa-483c-4d4f-a114-2b82e175b2e3

c266471b-54e6-475d-973b-2e23b4253c49

LACMIP 5574.68

Muricidae

Muricidae

Pteropurpura

festiva

NA

Shaskyus

festivus

NA

Shaskyus festivus (Hinds, 1844)

geopoint_datum_error , rev_geocode_eez , geopoint_low_precision , gbif_reference_added , gbif_genericname_added , dwc_datasetid_added , gbif_vernacularname_added , idigbio_isocountrycode_added , dwc_originalnameusageid_added, dwc_genus_replaced , dwc_specificepithet_replaced , dwc_taxonomicstatus_added , dwc_taxonid_added , dwc_multimedia_added , dwc_parentnameusageid_added , gbif_taxon_corrected , gbif_canonicalname_added

0072ebfc-76a0-4ac0-ac09-750e611ce0e0

e1a5e47c-bd29-41dd-9126-cf40d604f847

LACMIP 40054.17

Pectinidae

Pectinidae

Pecten

healeyi

NA

Patinopecten

healeyi

NA

Patinopecten healeyi (Arnold, 1906)

geopoint_datum_error , rev_geocode_eez , geopoint_low_precision , gbif_reference_added , dwc_taxonrank_replaced , dwc_taxonomicstatus_added , gbif_genericname_added , dwc_datasetid_added , dwc_taxonid_added , gbif_taxon_corrected , gbif_canonicalname_added , dwc_scientificnameauthorship_replaced, dwc_order_replaced , idigbio_isocountrycode_added , dwc_parentnameusageid_added , dwc_genus_replaced

007da931-eba7-459b-81d0-88018a478a38

d99553e3-67e9-4fd1-82df-09ddd9ac4317

LACMIP 1215.25

Pachydiscidae

Pachydiscidae

Eupachydiscus

catarinae

NA

Pachydiscus

catarinae

NA

Pachydiscus (Neodesmoceras) catarinae (Anderson & Hanna, 1928)

geopoint_low_precision , dwc_taxonrank_replaced , gbif_genericname_added , dwc_datasetid_added , dwc_scientificnameauthorship_replaced, dwc_parentnameusageid_added , idigbio_isocountrycode_added , dwc_genus_replaced , taxon_match_failed , dwc_taxonomicstatus_added , dwc_taxonid_added , dwc_multimedia_added , gbif_taxon_corrected , gbif_canonicalname_added

007f0bfc-7829-4507-b94a-61b48c2aaf57

193ad913-1629-4afa-a1de-c3ca4d379054

LACMIP 7002.10

Columbellidae

Columbellidae

Alia

gausapata

NA

Mitrella

gausapata

NA

Mitrella gausapata (Gould, 1850)

geopoint_datum_error , rev_geocode_eez , geopoint_low_precision , gbif_reference_added , dwc_taxonomicstatus_added , gbif_genericname_added , dwc_datasetid_added , gbif_taxon_corrected , idigbio_isocountrycode_added, gbif_canonicalname_added , dwc_taxonid_added , dwc_parentnameusageid_added , taxon_match_failed , dwc_genus_replaced

007f4e47-f6da-4749-8b92-8001b85d1581

65bc1734-d437-4ca8-a22c-38d3e44b3853

LACMIP 10328.80

Serpulidae

Serpulidae

Pyrgopolon

onyx

NA

Hamulus

onyx

NA

Hamulus onyx Morton, 1834

geopoint_low_precision , dwc_taxonomicstatus_added , gbif_genericname_added , dwc_datasetid_added , gbif_taxon_corrected , idigbio_isocountrycode_added, gbif_canonicalname_added , dwc_taxonid_added , dwc_parentnameusageid_added , dwc_genus_replaced

0087bd4a-f55f-497b-9e22-33483a88bfec

7153ae1c-75bd-4f8a-bf68-c90e452c0835

LACMIP 76.18

Lasaeidae

Lasaeidae

Aligena

trigonalis

NA

Isorobitella

trigonalis

NA

Isorobitella trigonalis (Carpenter, 1857)

geopoint_datum_error , rev_geocode_eez , geopoint_low_precision , gbif_reference_added , gbif_genericname_added , dwc_datasetid_added , idigbio_isocountrycode_added , dwc_originalnameusageid_added, dwc_order_replaced , dwc_genus_replaced , dwc_taxonomicstatus_added , dwc_taxonid_added , dwc_parentnameusageid_added , gbif_taxon_corrected , gbif_canonicalname_added

00886c2e-99cf-4793-bf03-7560789fbc7e

f21cb736-d86a-4752-846a-70a705b19d05

LACMIP 10105.210

Mactridae

Mactridae

Mactra

stantoni

NA

Cymbophora

stantoni

NA

Cymbophora stantoni (Arnold, 1908)

geopoint_low_precision , gbif_genericname_added , dwc_parentnameusageid_added , dwc_datasetid_added , dwc_scientificnameauthorship_replaced, idigbio_isocountrycode_added , dwc_order_replaced , dwc_genus_replaced , dwc_taxonomicstatus_added , dwc_taxonid_added , gbif_taxon_corrected , gbif_canonicalname_added

008924fa-cb1e-4353-81e4-743fc73b6fb8

7e313c7f-c58d-4bdb-9589-4cdae5a3cb45

LACMIP 5041.29

Vermetidae

Vermetidae

Thylacodes

squamigerus

NA

Serpulorbis

squamigerus

NA

Serpulorbis squamigerus (Carpenter, 1857)

geopoint_low_precision , gbif_reference_added , dwc_taxonrank_replaced , gbif_genericname_added , dwc_datasetid_added , gbif_taxon_corrected , dwc_scientificnameauthorship_replaced, dwc_parentnameusageid_added , idigbio_isocountrycode_added , dwc_genus_replaced , dwc_taxonomicstatus_added , dwc_taxonid_added , dwc_originalnameusageid_added , gbif_canonicalname_added

008d249e-a9b8-4654-b15f-bb7354e537aa

280c5795-9370-4bbe-8d71-9af1441bd93a

LACMIP 25992.45

Columbellidae

Columbellidae

Alia

gausapata

NA

Mitrella

gausapata

NA

Mitrella gausapata (Gould, 1850)

geopoint_low_precision , gbif_reference_added , gbif_genericname_added , dwc_datasetid_added , dwc_parentnameusageid_added , idigbio_isocountrycode_added, dwc_genus_replaced , taxon_match_failed , dwc_taxonomicstatus_added , dwc_taxonid_added , gbif_taxon_corrected , gbif_canonicalname_added

0093696a-2330-4a86-8913-7ed35a2281d5

60b6851e-5919-49c2-88e3-081085400880

LACMIP 5868.5

Conidae

Conidae

Conus

californicus

NA

Californiconus

californicus

NA

Californiconus californicus (Reeve, 1844)

geopoint_datum_error , geopoint_low_precision , gbif_reference_added , gbif_genericname_added , dwc_datasetid_added , dwc_scientificnameauthorship_replaced, gbif_vernacularname_added , dwc_parentnameusageid_added , idigbio_isocountrycode_added , dwc_genus_replaced , dwc_taxonomicstatus_added , dwc_taxonid_added , dwc_multimedia_added , gbif_taxon_corrected , gbif_canonicalname_added

009e4a6e-9283-44f8-bd89-8ffe76475fac

1b024d38-1f0c-47a1-832c-46a5fda6c00e

LACMIP 4804.14

Epitoniidae

Epitoniidae

Epitonium

hindsii

NA

Hirtoscala

hindsii

NA

Hirtoscala hindsii (Carpenter, 1856)

geopoint_datum_error , geopoint_low_precision , gbif_reference_added , dwc_parentnameusageid_added , dwc_taxonomicstatus_added , gbif_genericname_added , dwc_datasetid_added , gbif_taxon_corrected , idigbio_isocountrycode_added , gbif_canonicalname_added , dwc_taxonid_added , dwc_originalnameusageid_added, dwc_genus_replaced

00a58d86-9cf9-4b88-9bf2-4f428ec4f6ba

18215210-6352-4476-856f-40470062f081

LACMIP 22387.54

Glycymerididae

Glycymerididae

Glycymeris

major

NA

Glycymerita

major

NA

Glycymerita major (Stanton, 1896)

geopoint_low_precision , dwc_taxonomicstatus_added , gbif_genericname_added , dwc_datasetid_added , dwc_order_replaced , gbif_taxon_corrected , idigbio_isocountrycode_added , gbif_canonicalname_added , dwc_scientificnameauthorship_replaced, dwc_taxonid_added , dwc_parentnameusageid_added , dwc_genus_replaced

00a9677e-0262-4f78-b470-6541bb12dde0

51751506-dc91-4bc9-b113-e6460b9577b2

LACMIP 22413.218

Nassariidae

Nassariidae

Nassarius

perpinguis

NA

Caesia

perpinguis

NA

Caesia perpinguis (Hinds, 1844)

geopoint_datum_error , geopoint_low_precision , gbif_reference_added , gbif_genericname_added , dwc_datasetid_added , gbif_vernacularname_added , idigbio_isocountrycode_added , dwc_originalnameusageid_added, dwc_genus_replaced , dwc_taxonomicstatus_added , dwc_taxonid_added , dwc_parentnameusageid_added , gbif_taxon_corrected , gbif_canonicalname_added

00b912fc-a225-4fbd-9b11-2ba629abcbfd

9563b851-14e6-4f38-ab3c-972612d81b37

LACMIP 64.264

Vermetidae

Vermetidae

Thylacodes

squamigerus

NA

Serpulorbis

squamigerus

NA

Serpulorbis squamigerus (Carpenter, 1857)

geopoint_datum_error , geopoint_low_precision , gbif_reference_added , dwc_taxonrank_replaced , gbif_genericname_added , dwc_datasetid_added , gbif_taxon_corrected , dwc_scientificnameauthorship_replaced, dwc_parentnameusageid_added , idigbio_isocountrycode_added , dwc_genus_replaced , dwc_taxonomicstatus_added , dwc_taxonid_added , dwc_originalnameusageid_added , gbif_canonicalname_added

00bcb521-f6b3-4ec7-9b2e-b75770a795d5

dad42ef7-f184-4d46-97f7-3ee288ff25fb

LACMIP 30123.64

Cardiidae

Cardiidae

Cardium

coronaensis

NA

Pachycardium

coronaense

NA

Pachycardium coronaense (Packard, 1922)

geopoint_low_precision , gbif_genericname_added , dwc_datasetid_added , dwc_scientificnameauthorship_replaced, dwc_parentnameusageid_added , idigbio_isocountrycode_added , dwc_order_replaced , dwc_genus_replaced , dwc_specificepithet_replaced , dwc_taxonomicstatus_added , dwc_taxonid_added , gbif_taxon_corrected , gbif_canonicalname_added

00bdf59a-c045-4302-80d6-525196c13c48

6618fa60-ce0a-4a5a-b6e1-30db73c0f0f7

LACMIP 59.51

Epitoniidae

Epitoniidae

Epitonium

indianorum

NA

Hirtoscala

indianorum

NA

Hirtoscala indianorum (Carpenter, 1864)

geopoint_datum_error , geopoint_low_precision , gbif_reference_added , gbif_genericname_added , dwc_datasetid_added , dwc_scientificnameauthorship_replaced, idigbio_isocountrycode_added , dwc_originalnameusageid_added , dwc_genus_replaced , dwc_taxonomicstatus_added , dwc_taxonid_added , dwc_parentnameusageid_added , gbif_taxon_corrected , gbif_canonicalname_added

00cde2a9-08f6-467d-9358-996bc7ce69c5

c281817d-2aa6-4fb9-8b69-59e32a0e1506

LACMIP 2685.9

Naticidae

Naticidae

Neverita

reclusiana

NA

Glossaulax

reclusiana

NA

Glossaulax reclusiana (Deshayes, 1839)

geopoint_low_precision , gbif_reference_added , dwc_taxonomicstatus_added , gbif_genericname_added , dwc_datasetid_added , dwc_parentnameusageid_added , dwc_taxonid_added , gbif_taxon_corrected , idigbio_isocountrycode_added , gbif_vernacularname_added , gbif_canonicalname_added , dwc_originalnameusageid_added, dwc_genus_replaced

00dbae3f-9973-4ec4-9c8b-7d04d6f36783

d264258b-f47f-481d-a26a-7964ae1923d1

LACMIP 4396.20

Naticidae

Naticidae

Neverita

reclusiana

NA

Glossaulax

reclusiana

NA

Glossaulax reclusiana (Deshayes, 1839)

geopoint_low_precision , gbif_reference_added , gbif_genericname_added , dwc_datasetid_added , gbif_vernacularname_added , idigbio_isocountrycode_added , dwc_originalnameusageid_added, dwc_genus_replaced , dwc_taxonomicstatus_added , dwc_taxonid_added , dwc_parentnameusageid_added , gbif_taxon_corrected , gbif_canonicalname_added

00e15c79-866d-458b-b1a3-00c8288e6adb

b188a191-fb4e-406a-972e-7b2a4e51226e

LACMIP 7290.1

Conidae

Conidae

Conus

californicus

NA

Californiconus

californicus

NA

Californiconus californicus (Reeve, 1844)

rev_geocode_eez , geopoint_low_precision , gbif_reference_added , gbif_genericname_added , dwc_datasetid_added , dwc_scientificnameauthorship_replaced, gbif_vernacularname_added , dwc_parentnameusageid_added , idigbio_isocountrycode_added , dwc_genus_replaced , dwc_taxonomicstatus_added , dwc_taxonid_added , dwc_multimedia_added , gbif_taxon_corrected , gbif_canonicalname_added

01119912-24c7-4405-9c1a-d0bf723dbbc0

0769dc81-1085-49b7-b008-1f0ff48f9f34

LACMIP 466.63

Naticidae

Naticidae

Neverita

reclusiana

NA

Glossaulax

reclusiana

NA

Glossaulax reclusiana (Deshayes, 1839)

geopoint_low_precision , gbif_reference_added , gbif_genericname_added , dwc_datasetid_added , gbif_vernacularname_added , idigbio_isocountrycode_added , dwc_originalnameusageid_added, dwc_genus_replaced , dwc_taxonomicstatus_added , dwc_taxonid_added , dwc_parentnameusageid_added , gbif_taxon_corrected , gbif_canonicalname_added

0118a4fb-46f3-4356-ad3b-26af888a937d

6de8d7cc-242d-423e-ac04-f44f97ecefd0

LACMIP 10908.1

Trigoniidae

Trigoniidae

Protrigonia

NA

NA

Pterotrigonia

NA

NA

Pterotrigonia sp.

geopoint_low_precision , idigbio_isocountrycode_added , dwc_taxonomicstatus_added , gbif_genericname_added , dwc_datasetid_added , dwc_order_replaced , gbif_taxon_corrected , gbif_canonicalname_added , dwc_scientificnameauthorship_added, dwc_taxonid_added , dwc_parentnameusageid_added , dwc_genus_replaced

0135d386-8226-4907-92e5-04ed3ea51ef4

81af9fb2-45e1-4a0c-b8d9-a747756b3e85

LACMIP 409.3

Potamididae

Potamididae

Cerithidea

californica

NA

Cerithideopsis

californica

NA

Cerithideopsis californica (Haldeman, 1840)

geopoint_low_precision , gbif_genericname_added , dwc_datasetid_added , gbif_vernacularname_added , idigbio_isocountrycode_added , dwc_originalnameusageid_added, dwc_genus_replaced , dwc_taxonomicstatus_added , dwc_taxonid_added , dwc_parentnameusageid_added , gbif_taxon_corrected , gbif_canonicalname_added

013f124a-2b35-465d-affa-bcfbb27b879e

1b3968bb-d69f-41e1-b4eb-1169b266c0a0

LACMIP 23225.599

Muricidae

Muricidae

Pteropurpura

festiva

NA

Shaskyus

festivus

NA

Shaskyus festivus (Hinds, 1844)

rev_geocode_eez , geopoint_low_precision , gbif_reference_added , gbif_genericname_added , dwc_datasetid_added , gbif_vernacularname_added , dwc_specificepithet_replaced , dwc_taxonomicstatus_added , dwc_multimedia_added , gbif_taxon_corrected , gbif_canonicalname_added , dwc_originalnameusageid_added, idigbio_isocountrycode_added , dwc_genus_replaced , dwc_taxonid_added , dwc_parentnameusageid_added

013fd299-9bc2-4076-a3d1-444cd4cc1706

5cb1861c-621f-452c-9cba-c6bf0c8d8202

LACMIP 10611.17

Tegulidae

Tegulidae

Tegula

funebralis

NA

Chlorostoma

funebralis

NA

Chlorostoma funebralis (A. Adams, 1855)

geopoint_low_precision , gbif_reference_added , dwc_taxonrank_replaced , gbif_genericname_added , dwc_datasetid_added , dwc_scientificnameauthorship_replaced, gbif_vernacularname_added , dwc_parentnameusageid_added , idigbio_isocountrycode_added , dwc_genus_replaced , dwc_taxonomicstatus_added , gbif_taxon_corrected , dwc_taxonid_added , dwc_originalnameusageid_added , gbif_canonicalname_added

0147e4c3-d7e4-4f23-924d-ce441d6589b9

39a94132-37b4-4e6d-b1f6-04499a9eaefb

LACMIP 21801.26

Nassariidae

Nassariidae

Nassarius

perpinguis

NA

Caesia

perpinguis

NA

Caesia perpinguis (Hinds, 1844)

geopoint_low_precision , gbif_reference_added , gbif_genericname_added , dwc_datasetid_added , gbif_vernacularname_added , idigbio_isocountrycode_added , dwc_originalnameusageid_added, dwc_genus_replaced , dwc_taxonomicstatus_added , dwc_taxonid_added , dwc_parentnameusageid_added , gbif_taxon_corrected , gbif_canonicalname_added

0157b790-e96e-423b-a055-ff53537f1bc1

f7602217-605f-4571-be3c-46dfa05269dc

LACMIP 97.40

Muricidae

Muricidae

Pteropurpura

festiva

NA

Shaskyus

festivus

NA

Shaskyus festivus (Hinds, 1844)

rev_geocode_eez , geopoint_low_precision , gbif_reference_added , gbif_genericname_added , dwc_datasetid_added , gbif_vernacularname_added , idigbio_isocountrycode_added , dwc_originalnameusageid_added, dwc_genus_replaced , dwc_specificepithet_replaced , dwc_taxonomicstatus_added , dwc_taxonid_added , dwc_multimedia_added , dwc_parentnameusageid_added , gbif_taxon_corrected , gbif_canonicalname_added

0167d93a-186b-4c11-91b6-c245ebf384ea

9d138c51-a4dc-4adc-96a5-70c828acba4a

LACMIP 18605.1

Pectinidae

Pectinidae

Pecten

healeyi

NA

Patinopecten

healeyi

NA

Patinopecten healeyi (Arnold, 1906)

geopoint_low_precision , gbif_reference_added , dwc_taxonrank_replaced , gbif_genericname_added , dwc_datasetid_added , dwc_scientificnameauthorship_replaced, dwc_parentnameusageid_added , idigbio_isocountrycode_added , dwc_order_replaced , dwc_genus_replaced , dwc_taxonomicstatus_added , dwc_taxonid_added , gbif_taxon_corrected , gbif_canonicalname_added

01696b3f-28e9-4312-b042-ae44fc1d149b

36e386c3-105e-4151-9ccc-3c9d87594746

LACMIP 2533.475

Chironomidae

Chironomidae

Paracladius

NA

NA

Procladius

NA

NA

Procladius sp.

geopoint_low_precision , gbif_reference_added , gbif_genericname_added , dwc_parentnameusageid_added , dwc_datasetid_added , idigbio_isocountrycode_added , dwc_scientificnameauthorship_added, dwc_genus_replaced , dwc_taxonomicstatus_added , dwc_taxonid_added , gbif_taxon_corrected , gbif_canonicalname_added

01774058-6b93-4f15-ae70-9e5c634af68d

6e2d319f-f3a8-4a1a-b155-2242ef940c85

LACMIP 1499.5

Pterotrigoniidae

Trigoniidae

Notoscabrotrigonia

klamathonia

NA

Pterotrigonia

klamathonia

NA

Pterotrigonia klamathonia (Anderson, 1958)

geopoint_low_precision , dwc_taxonrank_replaced , gbif_genericname_added , dwc_datasetid_added , gbif_taxon_corrected , dwc_scientificnameauthorship_replaced, dwc_parentnameusageid_added , idigbio_isocountrycode_added , dwc_family_replaced , dwc_order_replaced , dwc_genus_replaced , dwc_taxonomicstatus_added , dwc_taxonid_added , dwc_originalnameusageid_added , gbif_canonicalname_added

017cac70-9c5e-4189-9770-ecf7a82caf17

a9e7efe1-92a2-4d19-9616-af3b260c681e

LACMIP 16204.2

Ostreidae

Ostreidae

Ostrea

vespertina

NA

Dendostrea

vespertina

NA

Dendostrea vespertina (Conrad, 1854)

geopoint_low_precision , gbif_genericname_added , dwc_parentnameusageid_added , dwc_datasetid_added , dwc_scientificnameauthorship_replaced, idigbio_isocountrycode_added , dwc_order_replaced , dwc_genus_replaced , dwc_taxonomicstatus_added , dwc_taxonid_added , gbif_taxon_corrected , gbif_canonicalname_added

017d2baa-43b7-4cab-9fd2-4e2169edced6

ca9e6925-b74d-49b6-9e4e-65fd138233af

LACMIP 10781.7

Acteonellidae

Acteonellidae

Actaeonella

oviformis

NA

Acteonella

oviformis

NA

Acteonella oviformis Gabb, 1869

geopoint_low_precision , dwc_taxonrank_replaced , dwc_taxonomicstatus_added , gbif_genericname_added , dwc_datasetid_added , gbif_taxon_corrected , gbif_canonicalname_added , dwc_scientificnameauthorship_replaced, dwc_taxonid_added , dwc_parentnameusageid_added , idigbio_isocountrycode_added , dwc_genus_replaced

018dfa07-1327-49aa-8116-bdd6baac81aa

c5de5a63-9876-418a-a13a-3af22382938a

LACMIP 40054.16

Epitoniidae

Epitoniidae

Epitonium

indianorum

NA

Hirtoscala

indianorum

NA

Hirtoscala indianorum (Carpenter, 1864)

geopoint_datum_error , rev_geocode_eez , geopoint_low_precision , gbif_reference_added , dwc_taxonomicstatus_added , gbif_genericname_added , dwc_datasetid_added , dwc_parentnameusageid_added , dwc_taxonid_added , gbif_taxon_corrected , idigbio_isocountrycode_added , gbif_canonicalname_added , dwc_scientificnameauthorship_replaced, dwc_originalnameusageid_added , dwc_genus_replaced

018eec44-bdca-432a-9144-9cb389f316d6

191b7400-5bef-4b56-8fc6-6c7c2d38b07f

LACMIP 7290.29

Fasciolariidae

Fasciolariidae

Fusinus

luteopictus

NA

Hesperaptyxis

luteopictus

NA

Hesperaptyxis luteopictus (Dall, 1877)

rev_geocode_eez , geopoint_low_precision , gbif_reference_added , gbif_genericname_added , dwc_datasetid_added , gbif_vernacularname_added , idigbio_isocountrycode_added , dwc_originalnameusageid_added, dwc_genus_replaced , dwc_taxonomicstatus_added , dwc_taxonid_added , dwc_parentnameusageid_added , gbif_taxon_corrected , gbif_canonicalname_added

0195789f-94e0-4d52-84ae-5d0390035d84

2c3a785c-13d6-4430-8268-0a325eb965b3

LACMIP 20259.1

Pectinidae

Pectinidae

Pecten

opuntia

NA

Chlamys

opuntia

NA

Chlamys opuntia (Dall, 1898)

geopoint_low_precision , gbif_reference_added , dwc_taxonrank_replaced , gbif_genericname_added , dwc_parentnameusageid_added , dwc_datasetid_added , dwc_scientificnameauthorship_replaced, idigbio_isocountrycode_added , dwc_order_replaced , dwc_genus_replaced , dwc_taxonomicstatus_added , dwc_taxonid_added , dwc_multimedia_added , gbif_taxon_corrected , gbif_canonicalname_added

019b6cfc-1525-4c0c-bfc3-40e5ba219ef0

1be3302f-e0b1-4703-a305-b045a4bcd079

LACMIP 5062.114

Vermetidae

Vermetidae

Thylacodes

squamigerus

NA

Serpulorbis

squamigerus

NA

Serpulorbis squamigerus (Carpenter, 1857)

geopoint_low_precision , gbif_reference_added , dwc_taxonrank_replaced , gbif_genericname_added , dwc_datasetid_added , dwc_scientificnameauthorship_replaced, dwc_parentnameusageid_added , idigbio_isocountrycode_added , dwc_genus_replaced , dwc_taxonomicstatus_added , gbif_taxon_corrected , dwc_taxonid_added , dwc_originalnameusageid_added , gbif_canonicalname_added

01b6d44b-1bb0-4a41-afcf-e266d991ccf1

fad75362-a905-4985-b590-a42a7fc98d16

LACMIP 226.65

Nassariidae

Nassariidae

Nassarius

perpinguis

NA

Caesia

perpinguis

NA

Caesia perpinguis (Hinds, 1844)

geopoint_datum_error , rev_geocode_eez , geopoint_low_precision , gbif_reference_added , gbif_genericname_added , dwc_datasetid_added , gbif_vernacularname_added , idigbio_isocountrycode_added , dwc_originalnameusageid_added, dwc_genus_replaced , dwc_taxonomicstatus_added , dwc_taxonid_added , dwc_parentnameusageid_added , gbif_taxon_corrected , gbif_canonicalname_added

01b7ba89-5c9b-4c5e-8567-c6ec269ede31

26784e25-70f4-4d75-8a7b-2967dee7178a

LACMIP 21940.9

Epitoniidae

Epitoniidae

Epitonium

indianorum

NA

Hirtoscala

indianorum

NA

Hirtoscala indianorum (Carpenter, 1864)

geopoint_low_precision , gbif_reference_added , gbif_genericname_added , dwc_datasetid_added , dwc_scientificnameauthorship_replaced, idigbio_isocountrycode_added , dwc_originalnameusageid_added , dwc_genus_replaced , dwc_taxonomicstatus_added , dwc_taxonid_added , dwc_parentnameusageid_added , gbif_taxon_corrected , gbif_canonicalname_added

01bb2dd9-2e1d-49a9-ae2d-4cc369d726ed

c99f4a65-b6f3-434d-9196-603969edef04

LACMIP 10326.26

Serpulidae

Serpulidae

Pyrgopolon

onyx

NA

Hamulus

onyx

NA

Hamulus onyx Morton, 1834

geopoint_low_precision , dwc_taxonomicstatus_added , gbif_genericname_added , dwc_datasetid_added , gbif_taxon_corrected , idigbio_isocountrycode_added, gbif_canonicalname_added , dwc_taxonid_added , dwc_parentnameusageid_added , dwc_genus_replaced

01c171e8-dbb6-4d11-95f7-c267c1080553

7fc4e114-e3be-4874-9ff4-b33b3e5cbff6

LACMIP 23647.17

Pachydiscidae

Pachydiscidae

Eupachydiscus

grossouvrei

NA

Pachydiscus

buckhami

NA

Pachydiscus buckhami Usher, 1952

geopoint_low_precision , dwc_taxonrank_replaced , gbif_genericname_added , dwc_parentnameusageid_added , dwc_datasetid_added , dwc_scientificnameauthorship_replaced, idigbio_isocountrycode_added , dwc_genus_replaced , dwc_specificepithet_replaced , dwc_taxonomicstatus_added , dwc_taxonid_added , dwc_multimedia_added , gbif_taxon_corrected , gbif_canonicalname_added

01c194f0-6b5b-4161-8746-00965a6423ca

90632594-92b8-4116-8b9f-19387ba4d014

LACMIP 23165.10

Glycymerididae

Glycymerididae

Glycymeris

major

NA

Glycymerita

major

NA

Glycymerita major (Stanton, 1896)

geopoint_low_precision , dwc_taxonomicstatus_added , gbif_genericname_added , dwc_datasetid_added , dwc_order_replaced , gbif_taxon_corrected , idigbio_isocountrycode_added , gbif_canonicalname_added , dwc_scientificnameauthorship_replaced, dwc_taxonid_added , dwc_parentnameusageid_added , dwc_genus_replaced

01d096ec-c783-4605-b49e-0609205532e1

41f39393-6a7f-4be7-94e2-03ce30ea195c

LACMIP 31263.78

Naticidae

Naticidae

Neverita

reclusiana

NA

Glossaulax

reclusiana

NA

Glossaulax reclusiana (Deshayes, 1839)

geopoint_low_precision , gbif_reference_added , gbif_genericname_added , dwc_datasetid_added , gbif_vernacularname_added , idigbio_isocountrycode_added , dwc_originalnameusageid_added, dwc_genus_replaced , dwc_taxonomicstatus_added , dwc_taxonid_added , dwc_parentnameusageid_added , gbif_taxon_corrected , gbif_canonicalname_added

01d3ad81-682f-4d15-8265-7bc5b1693259

30fc1ed1-b44a-4f8d-b1cc-14c09fceb8f6

LACMIP 26980.18

Bakevelliidae

Bakevelliidae

Gervillaria

alifera

NA

Gervillia

NA

NA

Gervillia sp.

geopoint_low_precision , dwc_taxonrank_replaced , dwc_specificepithet_added , gbif_genericname_added , dwc_datasetid_added , dwc_parentnameusageid_added , idigbio_isocountrycode_added , dwc_scientificnameauthorship_added, dwc_order_replaced , dwc_genus_replaced , dwc_taxonomicstatus_added , dwc_taxonid_added , gbif_taxon_corrected , gbif_canonicalname_added

0205cc71-a358-49e3-9b94-c15e92d16db4

f1d27794-ef56-4c7d-8294-29743e2caf03

LACMIP 23633.23

Trigoniidae

Trigoniidae

Pleurotrigonia

jacobseni

NA

Pterotrigonia

evansana

NA

Pterotrigonia evansana (Meek, 1858)

geopoint_low_precision , gbif_reference_added , dwc_taxonrank_replaced , gbif_genericname_added , dwc_datasetid_added , dwc_scientificnameauthorship_replaced, dwc_parentnameusageid_added , idigbio_isocountrycode_added , dwc_order_replaced , dwc_genus_replaced , dwc_specificepithet_replaced , dwc_taxonomicstatus_added , dwc_taxonid_added , gbif_taxon_corrected , gbif_canonicalname_added

020ed019-afc2-45a9-bf36-6a38c306cd51

e2e2f1a5-31a3-4b77-ab32-e6d897ccf046

LACMIP 18601.4

Pectinidae

Pectinidae

Pecten

healeyi

NA

Patinopecten

healeyi

NA

Patinopecten healeyi (Arnold, 1906)

geopoint_low_precision , gbif_reference_added , dwc_taxonrank_replaced , gbif_genericname_added , dwc_datasetid_added , dwc_scientificnameauthorship_replaced, dwc_parentnameusageid_added , idigbio_isocountrycode_added , dwc_order_replaced , dwc_genus_replaced , dwc_taxonomicstatus_added , dwc_taxonid_added , gbif_taxon_corrected , gbif_canonicalname_added

0210ef77-9139-4602-8984-9d0ca01bd9ed

d172a61e-c537-4029-8563-59ffb4f62611

LACMIP 8194.6

Pterotrigoniidae

Trigoniidae

Notoscabrotrigonia

klamathonia

NA

Pterotrigonia

klamathonia

NA

Pterotrigonia klamathonia (Anderson, 1958)

geopoint_low_precision , dwc_taxonrank_replaced , gbif_genericname_added , dwc_datasetid_added , dwc_scientificnameauthorship_replaced, dwc_parentnameusageid_added , idigbio_isocountrycode_added , dwc_family_replaced , dwc_order_replaced , dwc_genus_replaced , dwc_taxonomicstatus_added , gbif_taxon_corrected , dwc_taxonid_added , dwc_originalnameusageid_added , gbif_canonicalname_added

02183e26-5f4b-4b2c-93a3-ce4af35a6c2a

9e8c52db-31fd-4d71-8d81-877864cc46f3

LACMIP 11921.12

Cerithiidae

Cerithiidae

Stylidium

eschrichtii

NA

Neostylidium

eschrichtii

NA

Neostylidium eschrichtii (Middendorff, 1849)

rev_geocode_eez , geopoint_low_precision , gbif_genericname_added , dwc_datasetid_added , gbif_vernacularname_added , idigbio_isocountrycode_added , dwc_originalnameusageid_added, dwc_genus_replaced , dwc_taxonomicstatus_added , dwc_taxonid_added , dwc_parentnameusageid_added , gbif_taxon_corrected , gbif_canonicalname_added

02190def-2a96-4aea-8efb-7e8ed39c2ccb

1b669af4-3c97-4165-924d-a8f2e7eba839

LACMIP 16862.121

Pectinidae

Pectinidae

Pecten

healeyi

NA

Patinopecten

healeyi

NA

Patinopecten healeyi (Arnold, 1906)

geopoint_low_precision , rev_geocode_mismatch , gbif_reference_added , dwc_taxonrank_replaced , gbif_genericname_added , dwc_datasetid_added , dwc_scientificnameauthorship_replaced, dwc_parentnameusageid_added , idigbio_isocountrycode_added , dwc_order_replaced , dwc_genus_replaced , dwc_taxonomicstatus_added , dwc_taxonid_added , gbif_taxon_corrected , gbif_canonicalname_added

021b33b4-7fd7-4109-814a-735b5c14781e

750fb2ec-7706-408b-be72-f57bef291e0c

LACMIP 6953.184

Nassariidae

Nassariidae

Nassarius

perpinguis

NA

Caesia

perpinguis

NA

Caesia perpinguis (Hinds, 1844)

geopoint_datum_error , rev_geocode_eez , geopoint_low_precision , gbif_reference_added , gbif_genericname_added , dwc_datasetid_added , gbif_vernacularname_added , idigbio_isocountrycode_added , dwc_originalnameusageid_added, dwc_genus_replaced , dwc_taxonomicstatus_added , dwc_taxonid_added , dwc_parentnameusageid_added , gbif_taxon_corrected , gbif_canonicalname_added

0226d059-bb79-4f8d-8ae9-ef2b3280c19b

0b01930b-c3ff-4052-8034-bfcc8ee3c00f

LACMIP 16520.155

Naticidae

Naticidae

Neverita

reclusiana

NA

Glossaulax

reclusiana

NA

Glossaulax reclusiana (Deshayes, 1839)

geopoint_low_precision , gbif_reference_added , gbif_genericname_added , dwc_datasetid_added , gbif_vernacularname_added , idigbio_isocountrycode_added , dwc_originalnameusageid_added, dwc_genus_replaced , dwc_taxonomicstatus_added , dwc_taxonid_added , dwc_parentnameusageid_added , gbif_taxon_corrected , gbif_canonicalname_added

023336f3-59a6-44c4-bfae-6bf009c5444c

2e6952d9-ae1b-4ac8-b76b-293ee19ada30

LACMIP 421.18

Nassariidae

Nassariidae

Nassarius

perpinguis

NA

Caesia

perpinguis

NA

Caesia perpinguis (Hinds, 1844)

geopoint_datum_error , rev_geocode_eez , geopoint_low_precision , gbif_reference_added , gbif_genericname_added , dwc_datasetid_added , gbif_vernacularname_added , idigbio_isocountrycode_added , dwc_originalnameusageid_added, dwc_genus_replaced , dwc_taxonomicstatus_added , dwc_taxonid_added , dwc_parentnameusageid_added , gbif_taxon_corrected , gbif_canonicalname_added

023d255e-3614-4765-8b5f-75580f0b72b1

60318c6a-b4e8-420a-a320-ab34190a87aa

LACMIP 137.1

Myidae

Myidae

Platydon

cancellatus

NA

Platyodon

cancellatus

NA

Platyodon cancellatus (Conrad, 1837)

geopoint_low_precision , dwc_taxonomicstatus_added , gbif_genericname_added , dwc_datasetid_added , dwc_order_replaced , gbif_taxon_corrected , idigbio_isocountrycode_added , gbif_canonicalname_added , dwc_scientificnameauthorship_replaced, dwc_taxonid_added , dwc_parentnameusageid_added , dwc_genus_replaced

023de46a-ebc1-4ed8-b870-893174e283f7

4a90361d-e784-459a-868e-bc15ba99eee2

LACMIP 17650.56

Naticidae

Naticidae

Neverita

reclusiana

NA

Glossaulax

reclusiana

NA

Glossaulax reclusiana (Deshayes, 1839)

geopoint_datum_error , rev_geocode_eez , geopoint_low_precision , gbif_reference_added , gbif_genericname_added , dwc_datasetid_added , gbif_vernacularname_added , idigbio_isocountrycode_added , dwc_originalnameusageid_added, dwc_genus_replaced , dwc_taxonomicstatus_added , dwc_taxonid_added , dwc_parentnameusageid_added , gbif_taxon_corrected , gbif_canonicalname_added

02458ba3-ae85-4fd3-ad6b-f4e7fddd0910

52105c17-8d1e-49ca-8a10-fc40d5ffa040

LACMIP 29181.44

Pterotrigoniidae

Trigoniidae

Notoscabrotrigonia

klamathonia

NA

Pterotrigonia

klamathonia

NA

Pterotrigonia klamathonia (Anderson, 1958)

geopoint_low_precision , dwc_taxonrank_replaced , gbif_genericname_added , dwc_datasetid_added , dwc_scientificnameauthorship_replaced, dwc_parentnameusageid_added , idigbio_isocountrycode_added , dwc_family_replaced , dwc_order_replaced , dwc_genus_replaced , dwc_taxonomicstatus_added , gbif_taxon_corrected , dwc_taxonid_added , dwc_originalnameusageid_added , gbif_canonicalname_added

0258072d-5307-4d14-becd-9da6c164dc3d

0e7fee00-1ffc-41ee-aa58-04f4e07070dd

LACMIP 129.13

Calyptraeidae

Calyptraeidae

Crepidula

dorsata

NA

Crepipatella

dorsata

NA

Crepipatella dorsata (Broderip, 1834)

geopoint_datum_error , geopoint_low_precision , gbif_reference_added , dwc_parentnameusageid_added , dwc_taxonomicstatus_added , gbif_genericname_added , dwc_datasetid_added , gbif_taxon_corrected , idigbio_isocountrycode_added , gbif_canonicalname_added , dwc_taxonid_added , dwc_originalnameusageid_added, dwc_genus_replaced

026635d9-39c2-47d8-8a8e-3be6767f6c2a

b07122cd-dc9d-4a24-bdd2-c4f12358433c

LACMIP 228.37

Conidae

Conidae

Conus

californicus

NA

Californiconus

californicus

NA

Californiconus californicus (Reeve, 1844)

geopoint_datum_error , geopoint_low_precision , gbif_reference_added , gbif_genericname_added , dwc_datasetid_added , dwc_scientificnameauthorship_replaced, gbif_vernacularname_added , dwc_parentnameusageid_added , idigbio_isocountrycode_added , dwc_genus_replaced , dwc_taxonomicstatus_added , dwc_taxonid_added , dwc_multimedia_added , gbif_taxon_corrected , gbif_canonicalname_added

When iDigBio makes modifications to data, these actions are recorded with data quality flags, for instance you will notice that all of the rows in the filtered data above have the flag “dwc_genus_replaced.” We could have used values in the flags field, like “dwc_genus_replaced,” to search for records back at the beginning of this demo. You can learn more about the flags that iDigBio uses here.

## Summarize differences in the data

If you want to make changes based on the modifications we have discovered here, it may be helpful to summarize the distinct modifications, as opposed to seeing them repeated across many individual specimen records. We can summarize the distinct modifications for genus names using the `group_by` and `tally` functions from the `dplyr` package.

    # Summarize modifications made to genus names
    df_names %>%
      filter(provider_genus != aggregator_genus) %>%
      # Because of the nature of scientific names, it makes sense to group data by
      # all of the primary fields that comprise a scientific name
      group_by(provider_genus, provider_species, provider_subspecies,
               aggregator_genus, aggregator_species, aggregator_subspecies,
               provider_scientificName) %>%
      # Count how many rows are affected by this modification made to genus name
      tally() %>%
      # Order by frequency of rows affected
      arrange(desc(n)) %>%
      kable() %>%
      kable_styling(bootstrap_options = c("striped", "hover", "condensed"),
                    font_size = 12,
                    fixed_thead = T) %>%
      column_spec(c(4,5,6), color = "red") %>%
      scroll_box(width = "100%", height = "400px")

provider_genus | provider_species | provider_subspecies | aggregator_genus | aggregator_species | aggregator_subspecies | provider_scientificName | n
--- | --- | --- | --- | --- | --- | --- | ---
Glossaulax | reclusiana | NA | Neverita | reclusiana | NA | Glossaulax reclusiana (Deshayes, 1839) | 12
Caesia | perpinguis | NA | Nassarius | perpinguis | NA | Caesia perpinguis (Hinds, 1844) | 8
Patinopecten | healeyi | NA | Pecten | healeyi | NA | Patinopecten healeyi (Arnold, 1906) | 5
Californiconus | californicus | NA | Conus | californicus | NA | Californiconus californicus (Reeve, 1844) | 4
Hirtoscala | indianorum | NA | Epitonium | indianorum | NA | Hirtoscala indianorum (Carpenter, 1864) | 4
Dendostrea | vespertina | NA | Ostrea | vespertina | NA | Dendostrea vespertina (Conrad, 1854) | 3
Mitrella | gausapata | NA | Alia | gausapata | NA | Mitrella gausapata (Gould, 1850) | 3
Pterotrigonia | klamathonia | NA | Notoscabrotrigonia | klamathonia | NA | Pterotrigonia klamathonia (Anderson, 1958) | 3
Serpulorbis | squamigerus | NA | Thylacodes | squamigerus | NA | Serpulorbis squamigerus (Carpenter, 1857) | 3
Shaskyus | festivus | NA | Pteropurpura | festiva | NA | Shaskyus festivus (Hinds, 1844) | 3
Cerithideopsis | californica | NA | Cerithidea | californica | NA | Cerithideopsis californica (Haldeman, 1840) | 2
Chlorostoma | funebralis | NA | Tegula | funebralis | NA | Chlorostoma funebralis (A. Adams, 1855) | 2
Crepipatella | dorsata | NA | Crepidula | dorsata | NA | Crepipatella dorsata (Broderip, 1834) | 2
Glycymerita | major | NA | Glycymeris | major | NA | Glycymerita major (Stanton, 1896) | 2
Hamulus | onyx | NA | Pyrgopolon | onyx | NA | Hamulus onyx Morton, 1834 | 2
Acanthocardia | brewerii | NA | Cardium | brewerii | NA | Acanthocardia (Schedocardia) brewerii (Gabb, 1864) | 1
Acteonella | oviformis | NA | Actaeonella | oviformis | NA | Acteonella oviformis Gabb, 1869 | 1
Chama | exogyra | NA | Pseudochama | exogyra | NA | Chama exogyra Conrad, 1837 | 1
Chlamys | opuntia | NA | Pecten | opuntia | NA | Chlamys opuntia (Dall, 1898) | 1
Chlorostoma | montereyi | NA | Tegula | montereyi | NA | Chlorostoma montereyi (Kiener, 1850) | 1
Cymbophora | stantoni | NA | Mactra | stantoni | NA | Cymbophora stantoni (Arnold, 1908) | 1
Euspira | draconis | NA | Glossaulax | draconis | NA | Euspira draconis (Dall, 1903) | 1
Gervillia | NA | NA | Gervillaria | alifera | NA | Gervillia sp. | 1
Hesperaptyxis | luteopictus | NA | Fusinus | luteopictus | NA | Hesperaptyxis luteopictus (Dall, 1877) | 1
Hirtoscala | hindsii | NA | Epitonium | hindsii | NA | Hirtoscala hindsii (Carpenter, 1856) | 1
Isorobitella | trigonalis | NA | Aligena | trigonalis | NA | Isorobitella trigonalis (Carpenter, 1857) | 1
Mexicardia | procerum | NA | Americardia | media | NA | Mexicardia procerum (Sowerby I, 1833) | 1
Neostylidium | eschrichtii | NA | Stylidium | eschrichtii | NA | Neostylidium eschrichtii (Middendorff, 1849) | 1
Pachycardium | coronaense | NA | Cardium | coronaensis | NA | Pachycardium coronaense (Packard, 1922) | 1
Pachydiscus | buckhami | NA | Eupachydiscus | grossouvrei | NA | Pachydiscus buckhami Usher, 1952 | 1
Pachydiscus | catarinae | NA | Eupachydiscus | catarinae | NA | Pachydiscus (Neodesmoceras) catarinae (Anderson & Hanna, 1928) | 1
Platyodon | cancellatus | NA | Platydon | cancellatus | NA | Platyodon cancellatus (Conrad, 1837) | 1
Procladius | NA | NA | Paracladius | NA | NA | Procladius sp. | 1
Pterotrigonia | evansana | NA | Pleurotrigonia | jacobseni | NA | Pterotrigonia evansana (Meek, 1858) | 1
Pterotrigonia | NA | NA | Protrigonia | NA | NA | Pterotrigonia sp. | 1

After reviewing the summarized data, you may wish to review individual specimens and possibly update their data. We can use the information from the summary above to search for the catalog numbers of which specimens to review.

    # Search for specimen records of an example modified genus name
    df_names %>%
      filter(provider_genus == "Glossaulax" & provider_species == "reclusiana") %>%
      select(catalogNumber)

    ##       catalogNumber
    ## 1   LACMIP 8226.206
    ## 2   LACMIP 20187.59
    ## 3   LACMIP 42035.85
    ## 4   LACMIP 41678.50
    ## 5   LACMIP 25446.87
    ## 6  LACMIP 22413.169
    ## 7     LACMIP 2685.9
    ## 8    LACMIP 4396.20
    ## 9     LACMIP 466.63
    ## 10  LACMIP 31263.78
    ## 11 LACMIP 16520.155
    ## 12  LACMIP 17650.56