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Identification of Modified Data

Source: vignettes/ModifiedDataID.Rmd
ModifiedDataID.Rmd

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 epitonium NA 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 NA 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 cerithideopsis californica NA Cerithideopsis californica NA Cerithideopsis californica (Haldeman, 1840)
00077744-a544-453a-b1bf-ad634d94eacf 6ab4f80d-0d1a-4ae2-aabf-acc155320a1d LACMIP 31257.62 nassariidae Nassariidae nassarius 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 californiconus 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 libellulidae Incertae sedis anisoptera NA NA NA NA NA Anisoptera indet.
000d50ee-faa7-4cf7-a276-cded9bc2b92d 2d4ec77f-c893-4595-bb3c-299f23ef09be LACMIP 22404.62 lucinidae Lucinidae lucinoma NA NA Lucinoma annulatum NA Lucinoma annulatum (Reeve, 1850)
000ea1d1-128a-4963-b1e2-2a142d91a32b 9824ec2c-4122-4196-a1df-4763e78450f8 LACMIP 2533.1797 notonectidae Notonectidae notonecta NA 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 NA 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 NA 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 glossaulax reclusiana NA Glossaulax reclusiana NA Glossaulax reclusiana (Deshayes, 1839)
0011e9dc-aea8-4909-b277-671f660572b0 c8a22b89-070a-4101-b1fe-6bd3558ae098 LACMIP 20187.59 naticidae Naticidae glossaulax 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 NA 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 cominellidae 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 crepipatella dorsata NA Crepipatella dorsata NA Crepipatella dorsata (Broderip, 1834)
0014b73a-4ca3-4937-8e99-c5cbb35ca431 220b3f78-5957-43c8-97c4-8154b3619b74 LACMIP 2533.2188 limoniidae Incertae sedis hexatoma 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 NA NA Romaleon wahkiakumensis NA Romaleon wahkiakumensis (Berglund & Goedert, 1992)
00156735-151c-40ec-af32-e95b70c7abe5 d19de809-af30-4ff7-b5a6-db4c552a3d24 LACMIP 23225.542 pseudomelatomidae Pseudomelatomidae antiplanes NA NA Rectiplanes voyi NA Rectiplanes voyi (Gabb, 1866)
0015acac-ae8e-4fef-89fd-3b142bbc33da 9a6ca880-b352-4465-b01e-cda524b881ba LACMIP 10843.10 glycymerididae Glycymerididae glycymerita veatchii 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 NA 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 glossaulax 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
0004af95-d2bf-4247-9522-440662c2788f d29d432a-d390-4479-8bf7-552399a5eb0c LACMIP 20651.58 Epitoniidae Epitoniidae Epitonium NA NA Hirtoscala tinctum NA Hirtoscala tinctum (Carpenter, 1864) geopoint_datum_error , geopoint_low_precision , idigbio_isocountrycode_added, taxon_match_failed
00077744-a544-453a-b1bf-ad634d94eacf 6ab4f80d-0d1a-4ae2-aabf-acc155320a1d LACMIP 31257.62 Nassariidae Nassariidae Nassarius mendica NA Hima mendica NA Hima mendica (Gould, 1849) geopoint_datum_error , rev_geocode_eez , geopoint_low_precision , idigbio_isocountrycode_added, taxon_match_failed
00139f82-3cb1-491f-a95a-c90207af164d 989f4361-d944-4ff8-ac01-3c4ebb538265 LACMIP 23637.185 Cominellidae Buccinidae Cominella lecontei NA “Cominella” lecontei NA “Cominella” lecontei White, 1889 idigbio_isocountrycode_added
00156735-151c-40ec-af32-e95b70c7abe5 d19de809-af30-4ff7-b5a6-db4c552a3d24 LACMIP 23225.542 Pseudomelatomidae Pseudomelatomidae Antiplanes NA NA Rectiplanes voyi NA Rectiplanes voyi (Gabb, 1866) idigbio_isocountrycode_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
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
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
002973da-4cd0-435d-a99d-7a7dd0ec6c17 c581ff8d-1d37-47eb-b5a0-6c91bcad7877 LACMIP 25449.21 Rissoidae Rissoidae Alvania compacta NA Actonia compacta NA Actonia compacta (Carpenter, 1864) geopoint_low_precision , idigbio_isocountrycode_added
002c5b53-f2db-44b8-aacd-b2be52fa3a34 b08895b1-be0e-4a6e-9e73-e2ccef924d90 LACMIP 20150.46 Cardiidae Cardiidae Keenaea centifilosum NA Nemocardium centifilosum NA Nemocardium (Keenaea) centifilosum (Carpenter, 1864) 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_order_replaced , dwc_taxonomicstatus_added , gbif_taxon_corrected , dwc_taxonid_added , dwc_originalnameusageid_added , 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
0032e40e-5a1a-4bcf-8eec-f559c91fe11b 65267c45-31c5-43b2-8680-dcfc4efbc1c9 LACMIP 1304.24 Colloniidae Colloniidae Gigahomalopoma luridum NA Homalopoma luridum NA Homalopoma (Homalopoma) luridum (Dall, 1885) 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_taxonomicstatus_added , dwc_multimedia_added , dwc_originalnameusageid_added , gbif_canonicalname_added , gbif_taxon_corrected , idigbio_isocountrycode_added , dwc_taxonid_added , dwc_parentnameusageid_added
003d1702-5855-4627-9e83-f5fe1aee4e9d e9f464db-f4d1-4134-b4a0-39fd15e8f555 LACMIP 64.241 Tegulidae Tegulidae Tegula gallina NA Chlorostoma gallina NA Chlorostoma gallina (Forbes, 1852) geopoint_datum_error , geopoint_low_precision , gbif_reference_added , dwc_taxonrank_replaced , dwc_taxonomicstatus_added , gbif_genericname_added , dwc_datasetid_added , gbif_taxon_corrected , gbif_canonicalname_added , dwc_scientificnameauthorship_replaced, idigbio_isocountrycode_added , dwc_taxonid_added , dwc_parentnameusageid_added , taxon_match_failed
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 Trachycardium NA 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
00446985-9b18-46ba-a3cc-8d70d0f8b829 d6e8c36f-f708-4bf4-adea-687561a2c5fe LACMIP 5573.1 Cucullaeidae Cucullaeidae Idonearca youngi NA Cucullaea youngi NA Cucullaea (Idonearca) youngi (Waring, 1917) 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 , gbif_taxon_corrected , gbif_canonicalname_added , idigbio_isocountrycode_added , taxon_match_failed , dwc_parentnameusageid_added
004477f2-733c-4771-9efa-c87331f96d41 7a28ff22-d1b1-40c4-9e2a-d12c6ec278c8 LACMIP 22411.462 Lucinidae Lucinidae Parvilucina approximata NA Liralucina approximata NA Liralucina approximata (Dall, 1901) geopoint_low_precision , gbif_reference_added , dwc_taxonomicstatus_added , gbif_genericname_added , dwc_datasetid_added , dwc_order_replaced , gbif_taxon_corrected , idigbio_isocountrycode_added, gbif_canonicalname_added , dwc_taxonid_added , dwc_parentnameusageid_added
004ef059-b668-406d-bdd6-19e2a55fbf5c 727d143d-be6f-40a7-b22c-10ef391fb974 LACMIP 23393.15 Tellinidae Tellinidae Tampaella meropsis NA Tellina meropsis NA Tellina (Moerella) meropsis Dall, 1900 rev_geocode_eez , geopoint_low_precision , gbif_reference_added , gbif_genericname_added , dwc_datasetid_added , gbif_vernacularname_added , dwc_parentnameusageid_added , idigbio_isocountrycode_added, dwc_order_replaced , taxon_match_failed , dwc_taxonomicstatus_added , dwc_taxonid_added , gbif_taxon_corrected , gbif_canonicalname_added
00584135-2041-44b5-896d-6e2eeac20295 28bd8af1-17c0-4b0a-8756-e3ae91ee48e8 LACMIP 17848.45 Cardiidae Cardiidae Schedocardia 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
005b6620-e571-4e26-9fd2-3868e60dc5c1 2b62592b-bdf4-479e-bae6-9eaaaf860905 LACMIP 20335.498 Pisaniidae Buccinidae Pusio fortis NA Calicantharus fortis NA Calicantharus fortis (Carpenter, 1866) geopoint_datum_error , 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
0067fc06-77eb-4a04-be32-ea3a8305bdf1 cac11064-a230-4867-85f2-fff297635811 LACMIP 5582.61 Cymatiidae Cymatiidae Gyrineum mediocre NA Argobuccinum mediocre NA Argobuccinum mediocre (Dall, 1909) 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_family_replaced , dwc_taxonomicstatus_added , dwc_taxonid_added , gbif_taxon_corrected , gbif_canonicalname_added
006e9bae-dd3c-449b-9e6c-4132893aca69 048b850e-c4a4-4333-ab41-38b53ba69cad LACMIP 4901.25 Nassariidae Nassariidae Nassarius mendica NA Hima mendica NA Hima mendica (Gould, 1849) geopoint_low_precision , idigbio_isocountrycode_added, taxon_match_failed
006fe4fa-483c-4d4f-a114-2b82e175b2e3 c266471b-54e6-475d-973b-2e23b4253c49 LACMIP 5574.68 Muricidae Muricidae Pteropurpura festivus NA Shaskyus festivus NA Shaskyus festivus (Hinds, 1844) gbif_reference_added , dwc_specificepithet_replaced , dwc_taxonomicstatus_added , gbif_genericname_added , dwc_datasetid_added , dwc_parentnameusageid_added , gbif_taxon_corrected , idigbio_isocountrycode_added , dwc_multimedia_added , gbif_vernacularname_added , gbif_canonicalname_added , dwc_taxonid_added , dwc_originalnameusageid_added, dwc_genus_replaced
0071b2ad-2b72-4ec2-8ec9-ebf60f7209af 00be28dc-fb2c-4ada-9230-052f6e12894f LACMIP 26063.2 Cucullaeidae Cucullaeidae Idonearca gravida NA Cucullaea gravida NA Cucullaea (Idonearca) gravida (Gabb, 1864) 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 , gbif_taxon_corrected , gbif_canonicalname_added , idigbio_isocountrycode_added , dwc_parentnameusageid_added
00768dea-aefe-4cd2-9463-496419c75a3f 5df3cd7a-afa7-4913-a498-11b7b05ee724 LACMIP 7908.26 Buccinidae Buccinidae Agasoma barkeriana NA Bruclarkia barkeriana NA Bruclarkia barkeriana (Cooper, 1894) geopoint_low_precision , dwc_taxonrank_replaced , dwc_taxonomicstatus_added , gbif_genericname_added , dwc_datasetid_added , gbif_taxon_corrected , gbif_canonicalname_added , dwc_scientificnameauthorship_replaced, idigbio_isocountrycode_added , dwc_taxonid_added , dwc_parentnameusageid_added , taxon_match_failed
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
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
008c389d-8f93-4c42-9bf9-32de9047fb76 8bd8e4e3-dbd3-4331-8389-a5288867c0f1 LACMIP 12576.168 Tellinidae Tellinidae Rexithaerus secta NA Macoma secta NA Macoma (Rexithaerus) secta (Conrad, 1837) geopoint_low_precision , gbif_reference_added , gbif_genericname_added , dwc_datasetid_added , gbif_vernacularname_added , idigbio_isocountrycode_added , dwc_originalnameusageid_added, dwc_order_replaced , taxon_match_failed , dwc_taxonomicstatus_added , dwc_taxonid_added , dwc_parentnameusageid_added , gbif_taxon_corrected , gbif_canonicalname_added
00907144-afa5-4c8e-9f6a-9a72ed5bb92c b8241c4c-a8ab-4a28-8ec8-cb34605d4ba7 LACMIP 24235.13 Veneridae Arcticidae Dosinia inflata NA Tenea inflata NA Tenea inflata (Gabb, 1864) idigbio_isocountrycode_added, taxon_match_failed
0091af58-8e65-458f-88f8-3d13832a4ea9 388a6078-2934-4914-86d7-d6c2d189e486 LACMIP 7793.6 Veneridae Veneridae Egesta pertenuis NA Clementia pertenuis NA Clementia (Egesta) pertenuis (Gabb, 1866) 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
0091c7a8-fda9-421a-8a0d-f2482333aa4f af399360-4379-4182-ac12-0ca954327e9c LACMIP 21463.11 Colloniidae Colloniidae Gigahomalopoma luridum NA Homalopoma luridum NA Homalopoma (Homalopoma) luridum (Dall, 1885) 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_parentnameusageid_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
00a4b92a-57b3-4390-b284-4920d93a2014 d7e4c6ab-9af0-4f9b-bdb9-aada628e6bd2 LACMIP 11923.115 Triviidae Triviidae Pseudopusula californiana NA Pusula californiana NA Pusula californiana (Gray, 1827) geopoint_low_precision , gbif_reference_added , gbif_genericname_added , dwc_datasetid_added , gbif_vernacularname_added , idigbio_isocountrycode_added , dwc_originalnameusageid_added, dwc_taxonomicstatus_added , dwc_taxonid_added , dwc_parentnameusageid_added , gbif_taxon_corrected , gbif_canonicalname_added
00a664dc-80b4-40d3-9610-508bcf466ae9 e8df5fa2-734f-4cf6-b538-7f13ea170165 LACMIP 161.71 Tellinidae Tellinidae Rexithaerus addicotti NA Macoma addicotti NA Macoma (Rexithaerus) addicotti Nikas, 1977 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 , taxon_match_failed
00a6b5f2-5093-48a5-bc45-8b56a3e5c3df 467f4923-c894-4737-939f-37eeef90c319 LACMIP 5828.1 Nuculidae Nuculidae Lacia shumardi NA Acila shumardi NA Acila (Truncacila) shumardi (Dall, 1909) dwc_originalnameusageid_added , gbif_reference_added , dwc_taxonrank_replaced , dwc_taxonomicstatus_added , gbif_genericname_added , dwc_datasetid_added , gbif_taxon_corrected , gbif_vernacularname_added , gbif_canonicalname_added , dwc_scientificnameauthorship_replaced, idigbio_isocountrycode_added , dwc_taxonid_added , dwc_parentnameusageid_added
00a90859-7f07-47ae-9cce-3f85972d77cb 2abedde6-9069-40d7-8616-e235f99ff7b9 LACMIP 8104.1 Ostreidae Ostreidae Ambigostrea tecticosta NA Cubitostrea tecticosta NA Cubitostrea tecticosta (Gabb, 1860) geopoint_low_precision , dwc_specificepithet_replaced , dwc_taxonomicstatus_added , gbif_genericname_added , dwc_datasetid_added , dwc_order_replaced , dwc_taxonid_added , gbif_taxon_corrected , idigbio_isocountrycode_added , gbif_canonicalname_added , dwc_scientificnameauthorship_replaced, dwc_parentnameusageid_added
00aefa86-94a7-44a1-97e5-be482180bb47 d07f2250-e425-488f-a2de-acbb6c8a32df LACMIP 27.142 Carditidae Carditidae Coanicardita ventricosa NA Cyclocardia ventricosa NA Cyclocardia ventricosa (Gould, 1850) geopoint_low_precision , gbif_reference_added , dwc_taxonrank_replaced , gbif_genericname_added , dwc_datasetid_added , gbif_taxon_corrected , dwc_scientificnameauthorship_replaced, gbif_vernacularname_added , dwc_parentnameusageid_added , idigbio_isocountrycode_added , dwc_order_replaced , dwc_taxonomicstatus_added , dwc_taxonid_added , dwc_originalnameusageid_added , 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
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
00c469e3-debd-4d9e-97cd-cccdc736647d d6bf9872-0f9e-46ea-8197-bebf419fea0a LACMIP 8223.30 Tegulidae Tegulidae Tegula NA NA Chlorostoma aureotincta NA Chlorostoma aureotincta (Forbes, 1852) rev_geocode_eez , 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_specificepithet_replaced , dwc_taxonomicstatus_added , gbif_taxon_corrected , dwc_taxonid_added , dwc_originalnameusageid_added , gbif_canonicalname_added
00cc3428-8075-4021-9852-0b9f39218275 bb76f4c5-79c4-4e2f-8b76-e528b51c1780 LACMIP 11798.22 Potamididae Melanopsidae Potamides tenuis NA Boggsia tenuis NA Boggsia tenuis (Gabb, 1864) geopoint_low_precision , idigbio_isocountrycode_added
00cc56e1-3e50-45c9-83c4-3d446596c76d 089446f9-a4a0-44a5-a51d-27a0bf80f52b LACMIP 22470.95 Ostreidae Ostreidae Ostrea falcata NA Agerostrea falcata NA Agerostrea falcata (Morton, 1827) geopoint_low_precision , dwc_family_replaced , dwc_taxonomicstatus_added , gbif_genericname_added , dwc_datasetid_added , gbif_taxon_corrected , idigbio_isocountrycode_added, gbif_canonicalname_added , dwc_taxonid_added , dwc_parentnameusageid_added
00cde8cc-9e4d-4061-bb4e-0b7e0a7f0838 fac5a1dc-d914-4fd7-9bd9-386cc5968bb6 LACMIP 42007.68 Nassariidae Nassariidae Nassarius delosi NA Caesia delosi NA Caesia cf. delosi (Woodring, 1946) geopoint_low_precision , idigbio_isocountrycode_added, taxon_match_failed
00d11358-54cd-4742-9331-81b3094352b5 a6d8db85-07f6-4d45-a0aa-c0276f217f7c LACMIP 25326.32 Scaphitidae Scaphitidae Jeletzkytes nodosus NA Hoploscaphites nodosus NA Hoploscaphites nodosus (Owen, 1852) geopoint_low_precision , dwc_taxonrank_replaced , gbif_genericname_added , dwc_datasetid_added , dwc_scientificnameauthorship_replaced, dwc_parentnameusageid_added , idigbio_isocountrycode_added , dwc_specificepithet_replaced , dwc_taxonomicstatus_added , dwc_taxonid_added , dwc_multimedia_added , gbif_taxon_corrected , gbif_canonicalname_added
00d54fcd-ceab-478a-b10c-52a000b2bfdd af1b12b1-11c3-4d21-b99c-d929c5b66e2d LACMIP 7320.21 Mitromorphidae Mitromorphidae Mitromorpha gracilior NA Cymakra gracilior NA Cymakra gracilior (Tryon, 1884) rev_geocode_eez , geopoint_low_precision , idigbio_isocountrycode_added, taxon_match_failed
00dd8a0d-1a3a-4a84-ad00-70637e6a87ec 79497558-7c8c-4ac3-a019-bcf19f53caae LACMIP 224.18 Olividae Olividae Olivella pedroana NA Callianax pedroana NA Callianax pedroana (Conrad, 1856) geopoint_datum_error , rev_geocode_eez , geopoint_low_precision , idigbio_isocountrycode_added, taxon_match_failed
00e0277b-e395-4071-aa74-79983e66a52e 5cb4fc6b-c3e4-4d8a-ac34-2b6e2c355390 LACMIP 2533.2300 Heleomyzidae Heleomyzidae Heleomyza bauckhorni NA Leria bauckhorni NA Leria bauckhorni Meunier, 1915 geopoint_low_precision , idigbio_isocountrycode_added
00e06293-5813-4e7b-b751-119f8d71c7ae c3702e48-ef5b-4733-a33b-906aa9d8fb42 LACMIP 10810.7 Cucullaeidae Cucullaeidae Idonearca gravida NA Cucullaea gravida NA Cucullaea (Idonearca) gravida (Gabb, 1864) 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 , gbif_taxon_corrected , gbif_canonicalname_added , idigbio_isocountrycode_added , dwc_parentnameusageid_added
00e0aa96-7d2c-4878-84fd-fb8a254e064a 11d64d18-4598-4cf2-8a4c-ce71b6951a74 LACMIP 16862.176 Naticidae Naticidae Neverita lewisii NA Euspira lewisii NA Euspira lewisii (Gould, 1847) geopoint_low_precision , rev_geocode_mismatch , gbif_reference_added , dwc_taxonrank_replaced , gbif_genericname_added , dwc_datasetid_added , dwc_scientificnameauthorship_replaced, gbif_vernacularname_added , dwc_parentnameusageid_added , idigbio_isocountrycode_added , taxon_match_failed , dwc_taxonomicstatus_added , dwc_taxonid_added , dwc_multimedia_added , gbif_taxon_corrected , gbif_canonicalname_added
00f1e203-6be7-443e-8dcf-b38d36e67a47 b945609b-dae8-45fa-b556-50d76df24d9f LACMIP 22539.72 Fissurellidae Fissurellidae Puncturella cucullata NA Cranopsis cucullata NA Cranopsis cucullata (Gould, 1846) 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_taxonomicstatus_added , dwc_taxonid_added , dwc_parentnameusageid_added , gbif_taxon_corrected , gbif_canonicalname_added
00f94282-961d-476c-9a5f-88420a707275 40ae1ab9-39cd-4c51-95e7-a5c539c59d4b LACMIP 20355.7 Pisaniidae Buccinidae Pusio NA NA Calicantharus humerosus NA Calicantharus humerosus (Gabb, 1869) geopoint_low_precision , dwc_specificepithet_replaced , dwc_taxonomicstatus_added , gbif_genericname_added , dwc_datasetid_added , gbif_taxon_corrected , idigbio_isocountrycode_added , gbif_canonicalname_added , dwc_scientificnameauthorship_replaced, dwc_taxonid_added , dwc_parentnameusageid_added
00f9ce2a-c99d-4528-838c-8033952b50fa 4279e9c7-4269-45b1-a091-383a5c62fb4f LACMIP 5060.33 Tellinidae Tellinidae Leporimetis obesa NA Psammotreta obesa NA Psammotreta (Leporimetis) obesa (Deshayes, 1855) geopoint_low_precision , gbif_reference_added , gbif_genericname_added , dwc_datasetid_added , idigbio_isocountrycode_added , dwc_originalnameusageid_added, dwc_order_replaced , dwc_taxonomicstatus_added , dwc_taxonid_added , dwc_parentnameusageid_added , gbif_taxon_corrected , gbif_canonicalname_added
01008ad5-de22-4ba4-afb3-7083ee282499 6fbbd61b-1b14-4ba8-82dd-224b25e7a51d LACMIP 10855.14 Veneridae Arcticidae Dosinia inflata NA Tenea inflata NA Tenea inflata (Gabb, 1864) idigbio_isocountrycode_added, taxon_match_failed
0108c267-6eb8-4817-aa2f-5a559dcf69c6 31673e06-e74b-4209-89b3-7be9584770d0 LACMIP 41675.74 Colloniidae Colloniidae Gigahomalopoma luridum NA Homalopoma luridum NA Homalopoma (Homalopoma) luridum (Dall, 1885) 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_parentnameusageid_added
0113f33c-ca82-4c38-98fc-61451efe6c18 04603787-4033-4474-8163-df96f3686e39 LACMIP 17650.7 Nassariidae Nassariidae Nassarius mendica NA Hima mendica NA Hima mendica (Gould, 1849) geopoint_datum_error , rev_geocode_eez , geopoint_low_precision , idigbio_isocountrycode_added, taxon_match_failed
01200458-3c94-4d1f-b78d-5c55db17d87a ac564948-454a-45dc-8d7a-c26f6f116d5a LACMIP 17383.92 Tegulidae Tegulidae Tegula NA NA Chlorostoma NA NA Chlorostoma sp. rev_geocode_eez , geopoint_low_precision , gbif_reference_added , dwc_taxonomicstatus_added , gbif_genericname_added , dwc_datasetid_added , dwc_taxonid_added , gbif_taxon_corrected , gbif_canonicalname_added , dwc_scientificnameauthorship_added, idigbio_isocountrycode_added , dwc_parentnameusageid_added
012ded64-4c1b-4606-8d6a-dd68dc008642 28e220da-69dd-441d-a402-16300cfc22a0 LACMIP 41702.39 Nassariidae Nassariidae Nassarius delosi NA Caesia delosi NA Caesia delosi (Woodring, 1946) geopoint_low_precision , idigbio_isocountrycode_added, taxon_match_failed
013c1d4e-5900-4672-ad87-2f614a4144bc 3024232d-33ac-4ca0-92e4-a39d2f973351 LACMIP 2852.200 Naticidae Naticidae Hypterita robsauli NA Gyrodes robsauli NA Gyrodes (Hypterita) robsauli Popenoe, Saul, & Susuki, 1987 geopoint_low_precision , idigbio_isocountrycode_added, taxon_match_failed
013f124a-2b35-465d-affa-bcfbb27b879e 1b3968bb-d69f-41e1-b4eb-1169b266c0a0 LACMIP 23225.599 Muricidae Muricidae Pteropurpura festivus NA Shaskyus festivus NA Shaskyus festivus (Hinds, 1844) 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
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
01409d6f-4282-449d-ab27-64f350a6c984 ba64f843-4bdb-4546-afe0-f804e4d172e7 LACMIP 2855.53 Nostoceratidae Nostoceratidae Didymoceras draconis NA Nostoceras draconis NA Nostoceras draconis Stephenson, 1941 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_taxonid_added , dwc_parentnameusageid_added
014dc449-52e6-4702-86f5-f8af362c982f 9fe05aac-e824-4dd2-b885-7e49c64c00ea LACMIP 26333.8 Scaphitidae Scaphitidae Jeletzkytes nodosus NA Hoploscaphites nodosus NA Hoploscaphites nodosus (Owen, 1852) geopoint_low_precision , dwc_taxonrank_replaced , gbif_genericname_added , dwc_datasetid_added , dwc_scientificnameauthorship_replaced, dwc_parentnameusageid_added , idigbio_isocountrycode_added , dwc_specificepithet_replaced , dwc_taxonomicstatus_added , dwc_taxonid_added , dwc_multimedia_added , gbif_taxon_corrected , gbif_canonicalname_added
0157b790-e96e-423b-a055-ff53537f1bc1 f7602217-605f-4571-be3c-46dfa05269dc LACMIP 97.40 Muricidae Muricidae Pteropurpura festivus 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
0165ef5b-024a-467f-b699-750ad88758be d4ee3a6d-f72e-47ea-8ecb-7f5ff332c2c5 LACMIP 142.7 Nassariidae Nassariidae Nassarius cerritensis NA Caesia cerritensis NA Caesia cerritensis (Arnold, 1903) rev_geocode_eez , geopoint_low_precision , idigbio_isocountrycode_added, taxon_match_failed
016cb2c7-1258-499c-b637-ae237aaf53d9 c6d4b522-2b93-407d-ae29-d61b7d93b985 LACMIP 7176.3 Nassariidae Nassariidae Nassarius mendica NA Hima mendica NA Hima mendica (Gould, 1849) geopoint_datum_error , rev_geocode_eez , geopoint_low_precision , idigbio_isocountrycode_added, taxon_match_failed
016d47c8-3272-4ecc-82e7-a7f22967d089 f05229b3-a249-4814-87c0-86666eca2e11 LACMIP 181.69 Carditidae Carditidae Coanicardita ventricosa NA Cyclocardia ventricosa NA Cyclocardia ventricosa (Gould, 1850) rev_geocode_eez , geopoint_low_precision , gbif_reference_added , dwc_taxonrank_replaced , gbif_genericname_added , dwc_datasetid_added , gbif_taxon_corrected , dwc_scientificnameauthorship_replaced, gbif_vernacularname_added , dwc_parentnameusageid_added , idigbio_isocountrycode_added , dwc_order_replaced , dwc_taxonomicstatus_added , dwc_taxonid_added , dwc_originalnameusageid_added , gbif_canonicalname_added
0175327a-5181-464e-a21f-9d224ebd70ed 0c110bcd-6984-40bd-a264-2d301a7b507c LACMIP 161.77 Naticidae Naticidae Neverita lewisii NA Euspira lewisii NA Euspira lewisii (Gould, 1847) 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 , taxon_match_failed , dwc_taxonomicstatus_added , dwc_taxonid_added , dwc_multimedia_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
01844446-7628-4162-934a-2f21fad538a8 6b9192e2-8684-46f6-a792-8c937263300e LACMIP 17874.40 Nassariidae Nassariidae Nassarius cooperi NA Hima cooperi NA Hima cooperi (Forbes, 1852) geopoint_low_precision , idigbio_isocountrycode_added, taxon_match_failed
01854c9f-0164-47c4-9694-c14d605b37d1 ac42a1f6-e6c6-47c7-a073-99ee2957938c LACMIP 10711.20 Crassatellidae Mactridae Crassinella triangulata NA Cymbophora triangulata NA Cymbophora triangulata (Waring, 1917) geopoint_low_precision , idigbio_isocountrycode_added, taxon_match_failed
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
01986956-dac8-48c9-9e3c-4aada74e7edf ada9c6ac-6ce5-43dd-bcaf-a02b8ede9aea LACMIP 66.1158 Lottiidae Lottiidae Tectura paleacea NA Lottia paleacea NA Lottia paleacea (Gould, 1853) rev_geocode_eez , geopoint_low_precision , idigbio_isocountrycode_added, taxon_match_failed
019a690b-f94b-4a0d-b4c4-b314e33fa5a3 63f0960c-9889-417a-ac89-79580824a18a LACMIP 20561.1 Tellinidae Tellinidae Rexithaerus secta NA Macoma secta NA Macoma (Rexithaerus) secta (Conrad, 1837) rev_geocode_eez , geopoint_low_precision , gbif_reference_added , gbif_genericname_added , dwc_datasetid_added , gbif_vernacularname_added , dwc_order_replaced , taxon_match_failed , dwc_taxonomicstatus_added , dwc_taxonid_added , gbif_taxon_corrected , gbif_canonicalname_added , dwc_originalnameusageid_added, idigbio_isocountrycode_added , dwc_parentnameusageid_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
019cdba1-3058-4098-94f7-278344edcc74 1c16ace1-2c77-4def-b150-7169594ff58d LACMIP 24509.8 Tellinidae Tellinidae Rexithaerus addicotti NA Macoma addicotti NA Macoma (Rexithaerus) addicotti Nikas, 1977 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 , taxon_match_failed
01b38c5f-a1f1-45e1-bd2f-c5411ee38104 523be807-b7e7-4115-85c4-1cb6d4380a35 LACMIP 17649.496 Solariellidae Solariellidae Minolia peramabilis NA Solariella peramabilis NA Solariella peramabilis Carpenter, 1864 geopoint_datum_error , 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_taxonomicstatus_added , dwc_taxonid_added , dwc_multimedia_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
01c65857-8a3c-458f-8d9c-e13f1aa65e07 45d4ddeb-3078-4773-b303-bdb729eee2f6 LACMIP 23774.1 Corbulidae Corbulidae Corbula pozo NA Panzacorbula pozo NA Panzacorbula pozo (Dailey & Popenoe, 1966) idigbio_isocountrycode_added
01c866a2-f816-4d34-b60f-1e4e9cf0de98 8ebe76cf-9f4c-49f4-a0f1-625a78ce0776 LACMIP 7046.31 Olividae Olividae Olivella pedroana NA Callianax pedroana NA Callianax pedroana (Conrad, 1856) rev_geocode_eez , geopoint_low_precision , idigbio_isocountrycode_added, taxon_match_failed
01cbcdd0-3cca-4f2c-aae1-3f6488459a02 1f749a5b-a480-4d46-83fc-6b0cc5978a89 LACMIP 23159.95 Tegulidae Tegulidae Tegula NA NA Chlorostoma aureotincta NA Chlorostoma aureotincta (Forbes, 1852) 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_specificepithet_replaced , dwc_taxonomicstatus_added , gbif_taxon_corrected , dwc_taxonid_added , dwc_originalnameusageid_added , gbif_canonicalname_added
01df1968-798c-46f4-8803-0536669986b8 1f6fa173-7f16-4835-824f-1a886cd6af49 LACMIP 6949.77 Lottiidae Lottiidae Discurria insessa NA Lottia insessa NA Lottia insessa (Hinds, 1842) geopoint_datum_error , rev_geocode_eez , geopoint_low_precision , idigbio_isocountrycode_added, taxon_match_failed
01e1fc19-2e32-477c-8bef-459fb21da917 e16b4323-1854-4d87-8de6-19bc6c0ea7c2 LACMIP 5138.132 Nassariidae Nassariidae Nassarius cooperi NA Hima cooperi NA Hima cooperi (Forbes, 1852) rev_geocode_eez , geopoint_low_precision , idigbio_isocountrycode_added, taxon_match_failed
01f57ed5-f3e3-4f4a-a99d-b34316cb7edd 786374d5-fc47-4bdc-9c54-a51c2824e9c6 LACMIP 142.17 Lottiidae Lottiidae Discurria insessa NA Lottia insessa NA Lottia insessa (Hinds, 1842) rev_geocode_eez , geopoint_low_precision , idigbio_isocountrycode_added, taxon_match_failed
01f5f247-df77-4b52-93ff-b14f3cf0dd4f d52cd8ae-f469-4e39-96a1-8065da7bf678 LACMIP 26942.34 Scaphitidae Scaphitidae Jeletzkytes nodosus NA Hoploscaphites nodosus NA Hoploscaphites nodosus (Owen, 1852) geopoint_low_precision , dwc_taxonrank_replaced , gbif_genericname_added , dwc_datasetid_added , dwc_scientificnameauthorship_replaced, dwc_parentnameusageid_added , idigbio_isocountrycode_added , dwc_specificepithet_replaced , dwc_taxonomicstatus_added , dwc_taxonid_added , dwc_multimedia_added , gbif_taxon_corrected , gbif_canonicalname_added
01ff23a9-c207-44ac-8c31-68206a11435c 88450d7d-3f75-4776-843d-7f6ea462c3d0 LACMIP 3936.155 Olividae Olividae Olivella pedroana NA Callianax pedroana NA Callianax cf. pedroana (Conrad, 1856) rev_geocode_eez , geopoint_low_precision , idigbio_isocountrycode_added, taxon_match_failed
0205cc71-a358-49e3-9b94-c15e92d16db4 f1d27794-ef56-4c7d-8294-29743e2caf03 LACMIP 23633.23 Pterotrigoniidae Trigoniidae Notoscabrotrigonia evansana NA Pterotrigonia evansana NA Pterotrigonia evansana (Meek, 1858) gbif_reference_added , dwc_taxonrank_replaced , dwc_specificepithet_replaced , dwc_taxonomicstatus_added , gbif_genericname_added , dwc_datasetid_added , gbif_taxon_corrected , gbif_canonicalname_added , dwc_scientificnameauthorship_replaced, dwc_order_replaced , idigbio_isocountrycode_added , dwc_taxonid_added , dwc_parentnameusageid_added , dwc_genus_replaced
020d4133-9572-4564-815e-be2a6d79ab94 46a80ddb-1e39-430c-84a2-5c707aa5d58b LACMIP 26334.32 Scaphitidae Scaphitidae Jeletzkytes nodosus NA Hoploscaphites nodosus NA Hoploscaphites nodosus (Owen, 1852) geopoint_low_precision , dwc_taxonrank_replaced , gbif_genericname_added , dwc_datasetid_added , dwc_scientificnameauthorship_replaced, dwc_parentnameusageid_added , idigbio_isocountrycode_added , dwc_specificepithet_replaced , dwc_taxonomicstatus_added , dwc_taxonid_added , dwc_multimedia_added , gbif_taxon_corrected , gbif_canonicalname_added
020f99c5-889f-482f-b74c-08fc475bbba3 f86dfaaa-687d-4b5e-a7a7-3a21988c7941 LACMIP 21089.1 Nassariidae Nassariidae Nassarius mendica NA Hima mendica NA Hima mendica (Gould, 1849) geopoint_low_precision , idigbio_isocountrycode_added, taxon_match_failed
0210bb25-da3b-4580-b429-7616ecced23c f4e97824-9876-4b64-88f2-efe80d2e1a8b LACMIP 5192.8 Ungulinidae Ungulinidae Felaniella sericata NA Diplodonta sericata NA Diplodonta (Felaniella) sericata (Reeve, 1850) 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_originalnameusageid_added , gbif_canonicalname_added , gbif_taxon_corrected , idigbio_isocountrycode_added , dwc_parentnameusageid_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) dwc_family_replaced , dwc_originalnameusageid_added , dwc_taxonrank_replaced , dwc_taxonomicstatus_added , gbif_genericname_added , dwc_datasetid_added , gbif_taxon_corrected , gbif_canonicalname_added , dwc_scientificnameauthorship_replaced, dwc_order_replaced , idigbio_isocountrycode_added , dwc_taxonid_added , dwc_parentnameusageid_added , dwc_genus_replaced
021468bc-fc4f-462a-9523-dfab168e58da 6a74518c-4a94-4518-8fb2-346d45f4b432 LACMIP 66.993 Tegulidae Tegulidae Tegula gallina NA Chlorostoma gallina NA Chlorostoma gallina (Forbes, 1852) rev_geocode_eez , geopoint_low_precision , gbif_reference_added , dwc_taxonrank_replaced , gbif_genericname_added , dwc_datasetid_added , dwc_scientificnameauthorship_replaced, dwc_parentnameusageid_added , idigbio_isocountrycode_added , taxon_match_failed , dwc_taxonomicstatus_added , dwc_taxonid_added , gbif_taxon_corrected , gbif_canonicalname_added
0215176b-16ae-49f5-8cc8-230914cd783c f3730e82-6f0b-494b-ac0e-67e2147fa6e7 LACMIP 8227.156 Epitoniidae Epitoniidae Epitonium NA NA Hirtoscala catalinense NA Hirtoscala catalinense (Dall, 1917) rev_geocode_eez , geopoint_low_precision , idigbio_isocountrycode_added
021f8e96-0f11-4f22-8af4-56cce974b190 40a2edbd-362e-4c62-be65-6c9346ecf6ea LACMIP 25151.41 Scaphitidae Scaphitidae Jeletzkytes nodosus NA Hoploscaphites nodosus NA Hoploscaphites nodosus (Owen, 1852) geopoint_low_precision , dwc_taxonrank_replaced , gbif_genericname_added , dwc_datasetid_added , dwc_scientificnameauthorship_replaced, dwc_parentnameusageid_added , idigbio_isocountrycode_added , dwc_specificepithet_replaced , dwc_taxonomicstatus_added , dwc_taxonid_added , dwc_multimedia_added , gbif_taxon_corrected , gbif_canonicalname_added
0226f1c3-2c18-437d-ac8b-0ab2ddb5e3a7 74246e6d-11d0-4641-a8da-187f750b944b LACMIP 7197.42 Pyramidellidae Pyramidellidae Odostomia gravida NA Brachystomia gravida NA Brachystomia gravida (Gould, 1853) geopoint_low_precision , idigbio_isocountrycode_added
022c6f13-3872-4f70-a03e-28fbe5468a9d 9dff75c0-4a2f-41b8-bba7-25752d5eda92 LACMIP 24653.103 Aporrhaidae Aporrhaidae Helicaulax popenoei NA Anchura popenoei NA Anchura (Helicaulax) popenoei Elder & Saul, 1998 geopoint_low_precision , idigbio_isocountrycode_added
0230f5dc-d32d-46c0-8647-2ff0c2a0d7d7 4ec81810-1568-41dd-83f7-b3c35c5cffd1 LACMIP 300.15 Ungulinidae Ungulinidae Felaniella sericata NA Diplodonta sericata NA Diplodonta (Felaniella) sericata (Reeve, 1850) 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_originalnameusageid_added , gbif_canonicalname_added , gbif_taxon_corrected , idigbio_isocountrycode_added , dwc_parentnameusageid_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
024a0636-e8b0-4cbe-8c30-3ab594e3a673 2b5514e1-ec1a-4f0b-97c7-31a0f259acc6 LACMIP 42035.86 Naticidae Naticidae Neverita lewisii NA Euspira lewisii NA Euspira lewisii (Gould, 1847) geopoint_low_precision , gbif_reference_added , dwc_taxonrank_replaced , gbif_genericname_added , dwc_datasetid_added , dwc_scientificnameauthorship_replaced, gbif_vernacularname_added , taxon_match_failed , dwc_taxonomicstatus_added , dwc_taxonid_added , dwc_multimedia_added , gbif_taxon_corrected , gbif_canonicalname_added , idigbio_isocountrycode_added , dwc_parentnameusageid_added
0254658c-e9df-4cad-89a4-b6deb4f838ab 97f00399-b02e-476f-8fe9-ecada7d1c679 LACMIP 22325.10 Veneridae Arcticidae Dosinia inflata NA Tenea inflata NA Tenea inflata (Gabb, 1864) idigbio_isocountrycode_added, taxon_match_failed
02587a06-8f5c-4730-a8c8-9cdd141cd648 ca3ece1f-6a5c-413f-91b6-3940f5d476ff LACMIP 15738.18 Aporrhaidae Aporrhaidae Helicaulax tricosa NA Anchura tricosa NA Anchura (Helicaulax) tricosa Saul & Popenoe, 1993 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_taxonid_added , dwc_parentnameusageid_added
02628f67-f1a7-41ad-9eff-3fd7ea5bac12 70c028c3-8525-41db-bfd8-efb9fe236e76 LACMIP 8446.10 Carditidae Carditidae Crassicardia crebricostata NA Cyclocardia crebricostata NA Cyclocardia crebricostata (Krause, 1855) geopoint_datum_error , rev_geocode_eez , geopoint_low_precision , dwc_originalnameusageid_added , gbif_reference_added , dwc_taxonrank_replaced , dwc_taxonomicstatus_added , gbif_genericname_added , dwc_datasetid_added , gbif_taxon_corrected , gbif_vernacularname_added , gbif_canonicalname_added , dwc_scientificnameauthorship_replaced, dwc_order_replaced , idigbio_isocountrycode_added , dwc_taxonid_added , dwc_parentnameusageid_added
026601f2-a71f-410e-9b38-b6a9d9c64c4b 7d134a14-241b-4965-83e6-228f75418e36 LACMIP 23605.87 Epitoniidae Epitoniidae Opalia funiculata NA Dentiscala funiculata NA Dentiscala funiculata (Carpenter, 1857) rev_geocode_eez , geopoint_low_precision , idigbio_isocountrycode_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
Hima mendica NA Nassarius mendica NA Hima mendica (Gould, 1849) 5
Hoploscaphites nodosus NA Jeletzkytes nodosus NA Hoploscaphites nodosus (Owen, 1852) 5
Hirtoscala indianorum NA Epitonium indianorum NA Hirtoscala indianorum (Carpenter, 1864) 4
Euspira lewisii NA Neverita lewisii NA Euspira lewisii (Gould, 1847) 3
Homalopoma luridum NA Gigahomalopoma luridum NA Homalopoma (Homalopoma) luridum (Dall, 1885) 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 festivus NA Shaskyus festivus (Hinds, 1844) 3
Tenea inflata NA Dosinia inflata NA Tenea inflata (Gabb, 1864) 3
Callianax pedroana NA Olivella pedroana NA Callianax pedroana (Conrad, 1856) 2
Chlorostoma aureotincta NA Tegula NA NA Chlorostoma aureotincta (Forbes, 1852) 2
Chlorostoma funebralis NA Tegula funebralis NA Chlorostoma funebralis (A. Adams, 1855) 2
Chlorostoma gallina NA Tegula gallina NA Chlorostoma gallina (Forbes, 1852) 2
Cucullaea gravida NA Idonearca gravida NA Cucullaea (Idonearca) gravida (Gabb, 1864) 2
Cyclocardia ventricosa NA Coanicardita ventricosa NA Cyclocardia ventricosa (Gould, 1850) 2
Diplodonta sericata NA Felaniella sericata NA Diplodonta (Felaniella) sericata (Reeve, 1850) 2
Hamulus onyx NA Pyrgopolon onyx NA Hamulus onyx Morton, 1834 2
Hima cooperi NA Nassarius cooperi NA Hima cooperi (Forbes, 1852) 2
Lottia insessa NA Discurria insessa NA Lottia insessa (Hinds, 1842) 2
Macoma addicotti NA Rexithaerus addicotti NA Macoma (Rexithaerus) addicotti Nikas, 1977 2
Macoma secta NA Rexithaerus secta NA Macoma (Rexithaerus) secta (Conrad, 1837) 2
“Cominella” lecontei NA Cominella lecontei NA “Cominella” lecontei White, 1889 1
Acanthocardia brewerii NA Schedocardia brewerii NA Acanthocardia (Schedocardia) brewerii (Gabb, 1864) 1
Acila shumardi NA Lacia shumardi NA Acila (Truncacila) shumardi (Dall, 1909) 1
Actonia compacta NA Alvania compacta NA Actonia compacta (Carpenter, 1864) 1
Agerostrea falcata NA Ostrea falcata NA Agerostrea falcata (Morton, 1827) 1
Anchura popenoei NA Helicaulax popenoei NA Anchura (Helicaulax) popenoei Elder & Saul, 1998 1
Anchura tricosa NA Helicaulax tricosa NA Anchura (Helicaulax) tricosa Saul & Popenoe, 1993 1
Argobuccinum mediocre NA Gyrineum mediocre NA Argobuccinum mediocre (Dall, 1909) 1
Boggsia tenuis NA Potamides tenuis NA Boggsia tenuis (Gabb, 1864) 1
Brachystomia gravida NA Odostomia gravida NA Brachystomia gravida (Gould, 1853) 1
Bruclarkia barkeriana NA Agasoma barkeriana NA Bruclarkia barkeriana (Cooper, 1894) 1
Caesia cerritensis NA Nassarius cerritensis NA Caesia cerritensis (Arnold, 1903) 1
Caesia delosi NA Nassarius delosi NA Caesia cf. delosi (Woodring, 1946) 1
Caesia delosi NA Nassarius delosi NA Caesia delosi (Woodring, 1946) 1
Calicantharus fortis NA Pusio fortis NA Calicantharus fortis (Carpenter, 1866) 1
Calicantharus humerosus NA Pusio NA NA Calicantharus humerosus (Gabb, 1869) 1
Callianax pedroana NA Olivella pedroana NA Callianax cf. pedroana (Conrad, 1856) 1
Chama exogyra NA Pseudochama exogyra NA Chama exogyra Conrad, 1837 1
Chlorostoma montereyi NA Tegula montereyi NA Chlorostoma montereyi (Kiener, 1850) 1
Chlorostoma NA NA Tegula NA NA Chlorostoma sp. 1
Clementia pertenuis NA Egesta pertenuis NA Clementia (Egesta) pertenuis (Gabb, 1866) 1
Cranopsis cucullata NA Puncturella cucullata NA Cranopsis cucullata (Gould, 1846) 1
Cubitostrea tecticosta NA Ambigostrea tecticosta NA Cubitostrea tecticosta (Gabb, 1860) 1
Cucullaea youngi NA Idonearca youngi NA Cucullaea (Idonearca) youngi (Waring, 1917) 1
Cyclocardia crebricostata NA Crassicardia crebricostata NA Cyclocardia crebricostata (Krause, 1855) 1
Cymakra gracilior NA Mitromorpha gracilior NA Cymakra gracilior (Tryon, 1884) 1
Cymbophora triangulata NA Crassinella triangulata NA Cymbophora triangulata (Waring, 1917) 1
Dentiscala funiculata NA Opalia funiculata NA Dentiscala funiculata (Carpenter, 1857) 1
Euspira draconis NA Glossaulax draconis NA Euspira draconis (Dall, 1903) 1
Gyrodes robsauli NA Hypterita robsauli NA Gyrodes (Hypterita) robsauli Popenoe, Saul, & Susuki, 1987 1
Hirtoscala catalinense NA Epitonium NA NA Hirtoscala catalinense (Dall, 1917) 1
Hirtoscala hindsii NA Epitonium hindsii NA Hirtoscala hindsii (Carpenter, 1856) 1
Hirtoscala tinctum NA Epitonium NA NA Hirtoscala tinctum (Carpenter, 1864) 1
Leria bauckhorni NA Heleomyza bauckhorni NA Leria bauckhorni Meunier, 1915 1
Liralucina approximata NA Parvilucina approximata NA Liralucina approximata (Dall, 1901) 1
Lottia paleacea NA Tectura paleacea NA Lottia paleacea (Gould, 1853) 1
Mexicardia procerum NA Trachycardium NA NA Mexicardia procerum (Sowerby I, 1833) 1
Nemocardium centifilosum NA Keenaea centifilosum NA Nemocardium (Keenaea) centifilosum (Carpenter, 1864) 1
Nostoceras draconis NA Didymoceras draconis NA Nostoceras draconis Stephenson, 1941 1
Panzacorbula pozo NA Corbula pozo NA Panzacorbula pozo (Dailey & Popenoe, 1966) 1
Psammotreta obesa NA Leporimetis obesa NA Psammotreta (Leporimetis) obesa (Deshayes, 1855) 1
Pterotrigonia evansana NA Notoscabrotrigonia evansana NA Pterotrigonia evansana (Meek, 1858) 1
Pusula californiana NA Pseudopusula californiana NA Pusula californiana (Gray, 1827) 1
Rectiplanes voyi NA Antiplanes NA NA Rectiplanes voyi (Gabb, 1866) 1
Solariella peramabilis NA Minolia peramabilis NA Solariella peramabilis Carpenter, 1864 1
Tellina meropsis NA Tampaella meropsis NA Tellina (Moerella) meropsis Dall, 1900 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