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Dataset Title:  Experimental results on density dependent loss and growth in invasive red
lionfish sampled at Lee Stocking Island, Bahamas in 2011
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Institution:  BCO-DMO   (Dataset ID: bcodmo_dataset_653277)
Information:  Summary ? | License ? | ISO 19115 | Metadata | Background (external link) | Files | Make a graph
 
Variable ?   Optional
Constraint #1 ?
Optional
Constraint #2 ?
   Minimum ?
 
   Maximum ?
 
 presence (unitless) ?          "Absent"    "Present"
 lionfish_id (unitless) ?          "L1001"    "L1184"
 reef_number (unitless) ?          "A-01"    "A-09"
 lionfish_density_initial (count per square meter) ?          2    12
 lionfish_density_mean (count per square meter) ?          1    12
 tag (unitless) ?          "L-BLC"    "R-YUM"
 date (unitless) ?          "06/25/11"    "08/21/11"
 total_length (centimeters) ?          4.0    12.1
 mass (grams) ?          0.406    21.26
 
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The Dataset Attribute Structure (.das) for this Dataset

Attributes {
 s {
  presence {
    String bcodmo_name "unknown";
    String description "Present = present on or within several meters of reef; Absent = not found on reef or in surrounding areas";
    String long_name "Presence";
    String units "unitless";
  }
  lionfish_id {
    String bcodmo_name "sample";
    String description "Unique lionfish number for each individual";
    String long_name "Lionfish Id";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  reef_number {
    String bcodmo_name "site";
    String description "Unique reef identification code";
    String long_name "Reef Number";
    String units "unitless";
  }
  lionfish_density_initial {
    Byte _FillValue 127;
    Byte actual_range 2, 12;
    String bcodmo_name "density";
    String description "Initial number of lionfish that were transplanted to each reef. Because each reef measured 1 meters squared lionfish density = number of lionfish on the reef.";
    String long_name "Lionfish Density Initial";
    String units "count per square meter";
  }
  lionfish_density_mean {
    Byte _FillValue 127;
    Byte actual_range 1, 12;
    String bcodmo_name "mean";
    String description "Average lionfish density (rounded to the nearest fish) on each reef throughout the experiment.";
    String long_name "Lionfish Density Mean";
    String units "count per square meter";
  }
  tag {
    String bcodmo_name "sample";
    String description "Side of body: R = right L = left; Color: B=blue O = orange Y = yellow G = green; Position on body: UC = upper caudal LC = lower caudal UM = upper middle";
    String long_name "Tag";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  date {
    String bcodmo_name "date";
    String description "Date that lionfish were sampled; mm/dd/yy";
    String long_name "Date";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P01/current/ADATAA01/";
    String units "unitless";
  }
  total_length {
    Float32 _FillValue NaN;
    Float32 actual_range 4.0, 12.1;
    String bcodmo_name "fish_len";
    String description "Total length of lionfish length";
    String long_name "Total Length";
    String units "centimeters";
  }
  mass {
    Float32 _FillValue NaN;
    Float32 actual_range 0.406, 21.26;
    String bcodmo_name "mass";
    String description "Mass of lionfish";
    String long_name "Mass";
    String units "grams";
  }
 }
  NC_GLOBAL {
    String access_formats ".htmlTable,.csv,.json,.mat,.nc,.tsv";
    String acquisition_description 
"Field experiment on artificial patch reefs to test for presence of density
dependence in invasive red lionfish recruitment, immigration, loss, and growth
(in mass and length).\\u00a0 Juvenile lionfish (40 - 71 mm total length [TL])
were collected from surrounding reefs by SCUBA divers using handnets and held
in 190-l flow-through aquaria prior to release onto the experimental matrix.
All lionfish were tagged subcutaneously using colored elastomer (Northwest
Marine Technology Inc., Shaw Island, Washington, USA) on the caudal peduncle
and/or slightly anterior to the caudal peduncle just under the dorsal
fins.\\u00a0 All fish were held for at least 12 hours after tagging to allow
for recovery from any tagging effects and measured (TL to nearest 1 mm) and
weighed (wet weight [WW] to nearest 1 mg) just before being released onto the
experimental reefs.\\u00a0 Lionfish were transplanted to 10 artificial patch
reefs (each measuring 1 cubic meter) so that 4 reefs had 0 lionfish on them
(controls) and 6 each had a unique density of lionfish (2, 4, 6, 8, 10, or 12
lionfish).\\u00a0 To account for changes in lionfish density throughout the
course of the experiment, we also calculated the weighted average weekly
lionfish density for each reef (1, 2, 4, 7, 10, and 12 lionfish/m^2 rounded to
the nearest fish).
 
A pair of trained observers using SCUBA recorded the number and identity of
tagged lionfish present on each reef weekly.\\u00a0 If a lionfish was not seen
on a reef, we searched the surrounding sand and seagrass for approximately 10
minutes. If the lionfish was still not found, it was marked as absent for that
week. If never found again, it was marked as lost from the last day it was
seen.\\u00a0 We recorded the number of new lionfish recruits present on each
reef weekly.\\u00a0 Any new lionfish were immediately removed to preserve the
treatment densities.\\u00a0 Every two weeks, we recaptured all tagged lionfish
on scuba using handnets, re-measured their TL in situ, and immediately
released them back to their original locations on the reef. At the conclusion
of the experiment (after 8-weeks), lionfish were re-captured and re-weighed.
 
All data were entered by one person, and then subsequently checked by another
person to ensure accuracy.\\u00a0";
    String awards_0_award_nid "561016";
    String awards_0_award_number "OCE-1233027";
    String awards_0_data_url "http://www.nsf.gov/awardsearch/showAward.do?AwardNumber=1233027";
    String awards_0_funder_name "NSF Division of Ocean Sciences";
    String awards_0_funding_acronym "NSF OCE";
    String awards_0_funding_source_nid "355";
    String awards_0_program_manager "David L. Garrison";
    String awards_0_program_manager_nid "50534";
    String cdm_data_type "Other";
    String comment 
"Density Dependence - Growth Persistence 
   Lead PI: Mark Hixon 
   Sub-Project Lead: Casey Benkwitt 
   Version 14 September 2016 
 Species codes are first two letters of genus and species; See species key.";
    String Conventions "COARDS, CF-1.6, ACDD-1.3";
    String creator_email "info@bco-dmo.org";
    String creator_name "BCO-DMO";
    String creator_type "institution";
    String creator_url "https://www.bco-dmo.org/";
    String data_source "extract_data_as_tsv version 2.3  19 Dec 2019";
    String date_created "2016-08-05T16:44:08Z";
    String date_modified "2019-05-22T19:06:16Z";
    String defaultDataQuery "&time<now";
    String doi "10.1575/1912/bco-dmo.653277.1";
    String history 
"2024-04-19T14:13:22Z (local files)
2024-04-19T14:13:22Z https://erddap.bco-dmo.org/erddap/tabledap/bcodmo_dataset_653277.html";
    String infoUrl "https://www.bco-dmo.org/dataset/653277";
    String institution "BCO-DMO";
    String keywords "bco, bco-dmo, biological, chemical, data, dataset, date, density, dmo, erddap, initial, length, lionfish, lionfish_density_initial, lionfish_density_mean, lionfish_id, management, mass, mean, number, oceanography, office, preliminary, presence, reef, reef_number, tag, total, total_length";
    String license "https://www.bco-dmo.org/dataset/653277/license";
    String metadata_source "https://www.bco-dmo.org/api/dataset/653277";
    String param_mapping "{'653277': {}}";
    String parameter_source "https://www.bco-dmo.org/mapserver/dataset/653277/parameters";
    String people_0_affiliation "University of Hawaii";
    String people_0_person_name "Mark Hixon";
    String people_0_person_nid "51647";
    String people_0_role "Principal Investigator";
    String people_0_role_type "originator";
    String people_1_affiliation "Oregon State University";
    String people_1_affiliation_acronym "OSU";
    String people_1_person_name "Cassandra E. Benkwitt";
    String people_1_person_nid "51706";
    String people_1_role "Contact";
    String people_1_role_type "related";
    String people_2_affiliation "Woods Hole Oceanographic Institution";
    String people_2_affiliation_acronym "WHOI BCO-DMO";
    String people_2_person_name "Hannah Ake";
    String people_2_person_nid "650173";
    String people_2_role "BCO-DMO Data Manager";
    String people_2_role_type "related";
    String project "BiodiversityLossEffects_lionfish";
    String projects_0_acronym "BiodiversityLossEffects_lionfish";
    String projects_0_description 
"The Pacific red lionfish (Pterois volitans), a popular aquarium fish, was introduced to the Atlantic Ocean in the vicinity of Florida in the late 20th century. Voraciously consuming small native coral-reef fishes, including the juveniles of fisheries and ecologically important species, the invader has undergone a population explosion that now ranges from the U.S. southeastern seaboard to the Gulf of Mexico and across the greater Caribbean region. The PI's past research determined that invasive lionfish (1) have escaped their natural enemies in the Pacific (lionfish are much less abundant in their native range); (2) are not yet controlled by Atlantic predators, competitors, or parasites; (3) have strong negative effects on populations of native Atlantic fishes; and (4) locally reduce the diversity (number of species) of native fishes. The lionfish invasion has been recognized as one of the major conservation threats worldwide.
The Bahamas support the highest abundances of invasive lionfish globally. This system thus provides an unprecedented opportunity to understand the direct and indirect effects of a major invader on a diverse community, as well as the underlying causative mechanisms. The PI will focus on five related questions: (1) How does long-term predation by lionfish alter the structure of native reef-fish communities? (2) How does lionfish predation destabilize native prey population dynamics, possibly causing local extinctions? (3) Is there a lionfish-herbivore-seaweed trophic cascade on invaded reefs? (4) How do lionfish modify cleaning mutualisms on invaded reefs? (5) Are lionfish reaching densities where natural population limits are evident?";
    String projects_0_end_date "2016-07";
    String projects_0_geolocation "Three Bahamian sites: 24.8318, -076.3299;  23.8562, -076.2250; 23.7727, -076.1071; Caribbean Netherlands: 12.1599, -068.2820";
    String projects_0_name "Mechanisms and Consequences of Fish Biodiversity Loss on Atlantic Coral Reefs Caused by Invasive Pacific Lionfish";
    String projects_0_project_nid "561017";
    String projects_0_project_website "http://hixon.science.oregonstate.edu/content/highlight-lionfish-invasion";
    String projects_0_start_date "2012-08";
    String publisher_name "Biological and Chemical Oceanographic Data Management Office (BCO-DMO)";
    String publisher_type "institution";
    String sourceUrl "(local files)";
    String standard_name_vocabulary "CF Standard Name Table v55";
    String summary "Experimental results on density dependent loss and growth in invasive red lionfish sampled at Lee Stocking Island, Bahamas in 2011";
    String title "Experimental results on density dependent loss and growth in invasive red lionfish sampled at Lee Stocking Island, Bahamas in 2011";
    String version "1";
    String xml_source "osprey2erddap.update_xml() v1.3";
  }
}

 

Using tabledap to Request Data and Graphs from Tabular Datasets

tabledap lets you request a data subset, a graph, or a map from a tabular dataset (for example, buoy data), via a specially formed URL. tabledap uses the OPeNDAP (external link) Data Access Protocol (DAP) (external link) and its selection constraints (external link).

The URL specifies what you want: the dataset, a description of the graph or the subset of the data, and the file type for the response.

Tabledap request URLs must be in the form
https://coastwatch.pfeg.noaa.gov/erddap/tabledap/datasetID.fileType{?query}
For example,
https://coastwatch.pfeg.noaa.gov/erddap/tabledap/pmelTaoDySst.htmlTable?longitude,latitude,time,station,wmo_platform_code,T_25&time>=2015-05-23T12:00:00Z&time<=2015-05-31T12:00:00Z
Thus, the query is often a comma-separated list of desired variable names, followed by a collection of constraints (e.g., variable<value), each preceded by '&' (which is interpreted as "AND").

For details, see the tabledap Documentation.


 
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