19:I[42426,["/_next/static/immutable/chunks/1xctgzqre-wsy.js","/_next/static/immutable/chunks/06_-wz6pdtp2b.js","/_next/static/immutable/chunks/30e52g49hg40p.js","/_next/static/immutable/chunks/02yq6tul2z-oh.js","/_next/static/immutable/chunks/10bx_ec2vj7n_.js","/_next/static/immutable/chunks/33bfn03fo8xnt.js","/_next/static/immutable/chunks/0tfjf78scu61b.js","/_next/static/immutable/chunks/31xnvej4n1bi9.js"],"default"] 1a:T55b,

Each Sunday morning from June 2014 through November 2015, an observer surveyed fish being sold along the roadside on the island of Moorea. On each survey date, the observer drove along the ring road which circles the islands along the shoreline, stopping to interview anyone selling fish by the road. With the permission of the seller, the observer photographed the fish for sale, which were typically presented on strings hanging from large racks. The observer also asked a series of questions to the seller about how the fish were caught.

Participation in this survey was voluntary, and so the catch reported here does not represent a complete sample of fish being sold by the roadside. A single observer performed all surveys, so a few Sundays in this period were not sampled because of logistical constraints

Fish in each photograph were identified to the highest taxonomic resolution possible, often to species but usually at least genus. The size of each fish was estimated by drawing a line from nose to tail and then comparing the length of that line to the length of a 0.5 m sizing bar that was included in each photograph. Image analyses were performed in the computer program “imageJ” (Rasband, NIH) and species identities and sizes have been merged together with the survey responses of the fish sellers in the data set provided.

1b:Tdaf,Description from NSF award abstract: This project will assess resilience in a coral reef social-ecological system. Over the last several decades, reefs around the Pacific island of Mo'orea, French Polynesia, have consistently reassembled to coral dominance after being impacted by major perturbations. Resilience to disturbance is a key component of coastal sustainability, as it maintains the reefs in a state capable of providing critical ecosystem services. The resilience of reefs in Mo'orea is particularly striking, given that coral reefs in many regions have experienced abrupt and potentially irreversible shifts from a coral dominated state, with complex structure and a rich fish community, to a macroalgae dominated state with fewer fish. This project will contribute to more sustainable management of coral reefs by identifying pathways that confer resilience, highlighting emerging vulnerabilities, and suggesting policy initiatives in areas such as integrated coastal zone management and sustainable development planning. An integrative social and natural science approach will be employed that addresses place-based questions about resilience, sustainability and adaptive capacity of coastal systems. A framework will be developed for addressing more complex questions about the Moorea social-ecological system, and this will provide a model for the integration of ecology and social science in other coastal systems. Research results will be disseminated broadly through stakeholder workshops, and graduate students will be engaged in all aspects of the work. While the dynamics of state shifts are fundamental to understanding the resilience and long-term sustainability of coral reef social-ecological systems, the interplay between anthropogenic and ecological feedbacks is poorly understood in these systems. Systems with high population densities, widespread coastal development and intense resource exploitation typically show declines in the critical adaptive capacities that underpin resilience to local environmental variability. However, Moorea has maintained its resilience despite rapid development. This project will explore how the complex feedbacks in the Mo'orea coral reef social-ecological system maintain its capacity to withstand large-scale ecological disturbances. The study will involve interdisciplinary collaboration between social and natural scientists. Anthropological fieldwork focusing on the human dimensions of coral reef use, traditional governance, and indigenous ecological knowledge, will document how local communities perceive, respond to, and manage changes in ecosystem state. Ecological models will describe the dynamics of coral, algal and fish communities, including the feedbacks that make these communities susceptible to abrupt shifts in ecosystem state. These components will be integrated in a systems modeling framework that includes feedbacks both within and between the human and natural communities, quantitatively modeling how humans change their behavior as a function of ecosystem state and how the ecosystem is affected in turn by human activities. A key objective is to bridge the gap between data collected by social scientists and the dynamic ecosystem models developed by ecologists, as this is crucial to understanding the resilience and long-term sustainability of coastal social-ecological systems worldwide. This project is supported under NSF's Coastal SEES (Science, Engineering and Education for Sustainability) program.6:["$","$L19",null,{"dataset":{"_id":"709963","description":"

This dataset includes the results of a survey on fish sold by the roadside in Moorea, French Polynesia, administered in 2014-2015 at Papetoi, Haapiti, and Afareaitu.

\n","problem":"","acquisition":"$1a","processing":"

Data have been inspected and outliers checked. The location_sold variable has been standardized to the level of an administrative commune (location_caught remains in the form that the seller reported it). Fish that could not be identified at least to family have been omitted from the data.

BCO-DMO Processing notes:
\n- added conventional header with dataset name, PI name, version date
\n- modified parameter names to conform with BCO-DMO naming conventions
\n- replaced blank cells with nd (no data)
\n- removed apostrophes and replaced spaces with underscores
\n- converted date format from mm/dd/yy to yyyy/mm/dd

\n","bcodmoProcessing":"","title":"Weekly survey of fish sold by the roadside in Moorea, French Polynesia in 2014 and 2015 (Coral reef fishery project)","nickname":"Fish roadside surveys 2014-2015","dataUrl":"","currentState":"Final no updates expected","currentStateId":"7","validated":true,"restricted":false,"version":"1","version_date":"2017-08-05T04:00:00.000Z","abstract":"Weekly survey of fish sold by the roadside in Moorea, French Polynesia in 2014 and 2015 (Coral reef fishery project)","citation":"Holbrook, S., Lauer, M., Rassweiler, A. (2017) Weekly survey of fish sold by the roadside in Moorea, French Polynesia in 2014 and 2015 (Coral reef fishery project). Biological and Chemical Oceanography Data Management Office (BCO-DMO). (Version 1) Version Date 2017-08-05 [if applicable, indicate subset used]. doi:10.1575/1912/bco-dmo.709963.1 [access date]","citationParts":{"identifier":"doi:10.1575/1912/bco-dmo.709963.1","versionDate":"2017-08-05","versionId":"1","year":"2017","title":"Weekly survey of fish sold by the roadside in Moorea, French Polynesia in 2014 and 2015 (Coral reef fishery project)","authors":"Holbrook, S., Lauer, M., Rassweiler, A.","publisher":"Biological and Chemical Oceanography Data Management Office (BCO-DMO)."},"doi":"10.1575/1912/bco-dmo.709963.1","release_date":null,"field_dataset_location":"","temporal_extent":{"start":"2014-06-15T04:00:00.000Z","end":"2015-11-22T05:00:00.000Z"},"temporal":{"resolution":"time:unitDay","type":"time:Interval","start":{"value":"1402804800","label":"2014-06-15"},"end":{"value":"1448168400","label":"2015-11-22"}},"spatial_extent":{"shape":"point","center":{"latitude":-17.481373,"longitude":-149.842572},"wkt":" POINT (-149.842572 -17.481373)","north":0,"east":0,"south":0,"west":0},"dataset_type":["Other Field Results"],"keywords":["oceans"],"data_files":[{"id":"901711","title":"roadside_survey.csv","url":"https://datadocs.bco-dmo.org/dataset/709963/file/933joQ5CmN9YWE/roadside_survey.csv","showTableUrl":"https://www.bco-dmo.org/dataset/709963/data/view/901711","description":"Primary data file for dataset ID 709963","filename":"roadside_survey.csv","bytesize":1294075,"checksum":{"value":"23b00c9324036d51c1eb3e233c4e2f92","Algorithm":{"_id":"190","name":"MD5"}},"mimetype":"text/csv","fileType":{"_id":"192","name":"Comma Separated Values (.csv)"},"isErddap":"bcodmo_dataset_709963","date":"","isPublicDuringEmbargo":false,"primaryDataFile":true,"showTable":true,"restricted":false}],"supplemental_files":[],"roles":[{"role":{"_id":"138","name":"Principal Investigator"},"performedBy":{"_id":"51537","name":"Sally Holbrook"},"performedAtOrganization":{"_id":"76","name":"University of California-Santa Barbara"}},{"role":{"_id":"140","name":"Co-Principal Investigator"},"performedBy":{"_id":"568854","name":"Dr Matthew Lauer"},"performedAtOrganization":{"_id":"73","name":"San Diego State University"}},{"role":{"_id":"140","name":"Co-Principal Investigator"},"performedBy":{"_id":"568849","name":"Dr Andrew Rassweiler"},"performedAtOrganization":{"_id":"76","name":"University of California-Santa Barbara"}},{"role":{"_id":"133","name":"Contact"},"performedBy":{"_id":"568849","name":"Dr Andrew Rassweiler"},"performedAtOrganization":{"_id":"76","name":"University of California-Santa Barbara"}},{"role":{"_id":"145","name":"BCO-DMO Data Manager"},"performedBy":{"_id":"650173","name":"Hannah Ake"},"performedAtOrganization":{"_id":"191","name":"Woods Hole Oceanographic Institution"}}],"deployments":[{"_id":"676116","name":"Lauer_2014","synonyms":[],"dates":{"start":"2014-01-01T00:00:00.000Z","end":"2015-12-31T00:00:00.000Z"},"platform":{"_id":"676115","name":"Moorea"},"chiefScientists":[]}],"funding":[{"_id":"568845","name":"OCE-1325652","fundingSource":{"_id":"355","name":"NSF Division of Ocean Sciences"},"url":"https://www.nsf.gov/awardsearch/show-award?AWD_ID=1325652"},{"_id":"568852","name":"OCE-1325554","fundingSource":{"_id":"355","name":"NSF Division of Ocean Sciences"},"url":"https://www.nsf.gov/awardsearch/show-award?AWD_ID=1325554"}],"instruments":[],"parameters":[{"_id":"709977","name":"survey_event","format":"","frictionlessType":"","description":"

Serial number identifying the survey event (a rack of fish being photographed on a particular day

","units":{"_id":"","name":"unitless"},"type":{"_id":"1683","name":"event code","description":"

an abbreviation code describing the sampling event type and sequence number, e.g. CTD001, TM001, MULVFS_01, MOCNESS_01

"}},{"_id":"709978","name":"date","format":"","frictionlessType":"","description":"

Date of sampling event; YYYY/MM/DD

","units":{"_id":"","name":"unitless"},"type":{"_id":"1070","name":"date","description":"

date; generally reported in GMT as YYYYMMDD (year; month; day); also as MMDD (month; day); EqPac dates are local Hawaii time. ISO_Date format is YYYY-MM-DD (http://www.iso.org/iso/home/standards/iso8601.htm)

"}},{"_id":"709979","name":"genus","format":"","frictionlessType":"","description":"

Genus of fish observed; Some fish were identified only to family. In such cases the family name was entered in the genus column with the suffix _fam. So Carangidae_fam indicates the fish was in the family Carangidae but the genus could not be identified from the photo. Some fish could only be identified as one of two or more genera. In these cases the following codes were used: Acan_Cten = either Acanthurus or Ctenochaetus; Calo_Scar = either Calotomus or Scarus; Chlor_Scar = either Chlorurus or Scarus

","units":{"_id":"","name":"unitless"},"type":{"_id":"2009","name":"genus","description":"

taxonomic genus of organism

"}},{"_id":"709980","name":"species","format":"","frictionlessType":"","description":"

Species of fish observed (or \"unidentified if species unknown\")

","units":{"_id":"","name":"unitless"},"type":{"_id":"976","name":"species","description":"

a taxonomic binomial that consists of a genus name followed by the species name of an organism

"}},{"_id":"709981","name":"length","format":"","frictionlessType":"","description":"

Length of fish (nose to tail) in cm. Blank cells indicate that length could not be obtained (typically because the fish was obscured)

","units":{"_id":"","name":"centimeters"},"type":{"_id":"1097","name":"length","description":"

Length is a one-dimensional extent equal to the distance between two points.

"}},{"_id":"709982","name":"location_sold","format":"","frictionlessType":"","description":"

The location of the seller (Community within the island of Morea)

","units":{"_id":"","name":"unitless"},"type":{"_id":"952","name":"region","description":"

geographical area of sampling

"}},{"_id":"709983","name":"location_caught","format":"","frictionlessType":"","description":"

The location of the seller reports the fish were caught

","units":{"_id":"","name":"unitless"},"type":{"_id":"952","name":"region","description":"

geographical area of sampling

"}},{"_id":"709984","name":"habitat_caught","format":"","frictionlessType":"","description":"

The primary habitat in which the seller reports the fish were caught

","units":{"_id":"","name":"unitless"},"type":{"_id":"1740","name":"site_descrip","description":"

Description or characteristics of a sampling site

"}},{"_id":"709985","name":"gear_1","format":"","frictionlessType":"","description":"

Primary gear used in fishing

","units":{"_id":"","name":"unitless"},"type":{"_id":"1868","name":"sampling_method","description":"

Method used to collect sample.

"}},{"_id":"709986","name":"gear_2","format":"","frictionlessType":"","description":"

Additional gear used (if any)

","units":{"_id":"","name":"unitless"},"type":{"_id":"1868","name":"sampling_method","description":"

Method used to collect sample.

"}},{"_id":"709987","name":"gear_3","format":"","frictionlessType":"","description":"

Additional gear used (if any)

","units":{"_id":"","name":"unitless"},"type":{"_id":"1868","name":"sampling_method","description":"

Method used to collect sample.

"}},{"_id":"709988","name":"boat_type","format":"","frictionlessType":"","description":"

Boat type

","units":{"_id":"","name":"unitless"},"type":{"_id":"759","name":"brief_desc","description":"

brief description, open ended, specific to the data set in which it appears

"}},{"_id":"709989","name":"motor","format":"","frictionlessType":"","description":"

Does the boat have a motor? (Y/N)

","units":{"_id":"","name":"unitless"},"type":{"_id":"1073","name":"no_bcodmo_term","description":"

An association with a community-wide standard parameter has not yet been made.

"}},{"_id":"709990","name":"crew","format":"","frictionlessType":"","description":"

Number of crew on the fishing trip

","units":{"_id":"","name":"unitless"},"type":{"_id":"1073","name":"no_bcodmo_term","description":"

An association with a community-wide standard parameter has not yet been made.

"}},{"_id":"709991","name":"departure_time","format":"","frictionlessType":"","description":"

Time fishing started; HH:MM

","units":{"_id":"","name":"unitless"},"type":{"_id":"1075","name":"time","description":"

Time GMT defined as HHMM; time of day; generally reported in GMT as HHMM (hours and minutes) but may also be HH.H (decimal hours) or HHMMSS (hours; minutes and seconds); in EqPac time is reported as Hawaii local time

"}},{"_id":"709992","name":"hours_fishing","format":"","frictionlessType":"","description":"

Duration of fishing

","units":{"_id":"","name":"hours"},"type":{"_id":"555754","name":"duration","description":"

Duration of treatment, observation or sampling

"}},{"_id":"709993","name":"is_seller_the_fisher","format":"","frictionlessType":"","description":"

Identifies whether the person being interviewed caught the fish (Y/N)

","units":{"_id":"","name":"unitless"},"type":{"_id":"1073","name":"no_bcodmo_term","description":"

An association with a community-wide standard parameter has not yet been made.

"}},{"_id":"709994","name":"gender","format":"","frictionlessType":"","description":"

Gender of seller

","units":{"_id":"","name":"unitless"},"type":{"_id":"1073","name":"no_bcodmo_term","description":"

An association with a community-wide standard parameter has not yet been made.

"}},{"_id":"709995","name":"average_fishing_days_per_week","format":"","frictionlessType":"","description":"

Days the seller reports fishing per week on average

","units":{"_id":"","name":"days"},"type":{"_id":"473067","name":"days","description":"

Days as in days spent sampling or days post treatment for sampling

"}}],"related_publications":[],"related_datasets":[],"services":[{"grouping":"","items":[{"name":"View Data","description":"An in-browser view of the primary tabular data file","url":"https://www.bco-dmo.org/dataset/709963/data/view","contentType":"text/html","actionType":"view"}]},{"grouping":"ERDDAP","items":[{"name":"SUBSET DATA","description":"","url":"https://erddap.bco-dmo.org/erddap/tabledap/bcodmo_dataset_709963.html","contentType":"text/html","actionType":"tool"},{"name":"VIEW TABLE","description":"","url":"https://erddap.bco-dmo.org/erddap/tabledap/bcodmo_dataset_709963.htmlTable","contentType":"text/html","actionType":"view"},{"name":"CSV","description":"","url":"https://erddap.bco-dmo.org/erddap/tabledap/bcodmo_dataset_709963.csv","contentType":"text/csv","actionType":"download"},{"name":"TSV","description":"","url":"https://erddap.bco-dmo.org/erddap/tabledap/bcodmo_dataset_709963.tsv","contentType":"text/tsv","actionType":"download"},{"name":"MATLAB","description":"","url":"https://erddap.bco-dmo.org/erddap/tabledap/bcodmo_dataset_709963.mat","contentType":"text/x-matlab","actionType":"download"},{"name":"netCDF","description":"","url":"https://erddap.bco-dmo.org/erddap/tabledap/bcodmo_dataset_709963.nc","contentType":"application/x-netcdf","actionType":"download"}]},{"grouping":"Metadata","items":[{"name":"HTML","description":"A simple HTML page of the dataset metadata","url":"https://www.bco-dmo.org/dataset/709963/description","contentType":"text/html","actionType":"view"},{"name":"PDF","description":"A PDF of the HTML dataset metadata","url":"https://www.bco-dmo.org/dataset/709963/Dataset_description.pdf","contentType":"application/pdf","actionType":"download"},{"name":"ISO 19115-2 (NOAA Profile)","description":"","url":"https://www.bco-dmo.org/dataset/709963/iso","contentType":"application/xml","actionType":"download"}]}],"programs":[{"_id":"554959","name":"Coastal SEES (Science, Engineering and Education for Sustainability NSF-Wide Investment)","acronym":"Coastal SEES"}],"projects":[{"_id":"568846","name":"Adaptive Capacity, Resilience, and Coral Reef State Shifts in Social-ecological Systems","acronym":"Coral reef fishery","description":"$1b"}],"archives":[{"id_value":"10.1575/1912/bco-dmo.709963.1","url":"https://doi.org/10.1575/1912/bco-dmo.709963.1","date_assigned":"2019-03-20","version_date":"2017-08-05","archiver":"Marine Biological Laboratory/Woods Hole Oceanographic Institution Library (MBLWHOI DLA)","archiver_id":"272"}],"license":{"name":"Creative Commons Attribution 4.0","id":"CC-BY-4.0","uri":"https://creativecommons.org/licenses/by/4.0/","spdxUri":"https://spdx.org/licenses/CC-BY-4.0"},"metrics":{"views":{"count":138},"downloads":{"count":675}}}}]