ERDDAP > tabledap > Make A Graph

Dataset Title:	Cytochrome b and radloci genotype identification data from fish sampled in the Belizean Barrier Reef in 2014.
Institution:	BCO-DMO   (Dataset ID: bcodmo_dataset_738714)
Range:	longitude = -88.336266 to -87.485214°E, latitude = 16.09245 to 18.160883°N
Information:	Summary | License | ISO 19115 | Metadata | Background | Data Access Form | Files

 

Graph Type:  lines linesAndMarkers markers sticks vectors X Axis:  year latitude longitude Goby32_a Goby32_b Goby43_a Goby43_b Goby52_a Goby52_b Goby55_a Goby55_b Goby83_a Goby83_b Goby90_a Goby90_b Goby92_a Goby92_b Goby95_a Goby95_b Goby100_a Goby100_b Goby113_a Goby113_b Goby152_a Goby152_b Goby170_a Goby170_b Goby177_a Goby177_b Goby183_a Goby183_b Goby198_a Goby198_b Goby205_a Goby205_b Goby216_a Goby216_b Goby231_a Goby231_b Goby259_a Goby259_b Goby272_a Goby272_b Goby285_a Goby285_b Goby289_a Goby289_b Goby294_a Goby294_b Goby307_a Goby307_b Goby342_a Goby342_b Goby26_a Goby26_b Goby53_a Goby53_b Goby56_a Goby56_b Goby59_a Goby59_b Goby70_a Goby70_b Goby77_a Goby77_b Goby87_a Goby87_b Goby93_a Goby93_b Goby107_a Goby107_b Goby112_a Goby112_b Goby124_a Goby124_b Goby141_a Goby141_b Goby151_a Goby151_b Goby153_a Goby153_b Goby166_a Goby166_b Goby174_a Goby174_b Goby180_a Goby180_b Goby186_a Goby186_b Goby202_a Goby202_b Goby228_a Goby228_b Goby237_a Goby237_b Goby260_a Goby260_b Goby266_a Goby266_b Goby270_a Goby270_b Goby280_a Goby280_b Goby287_a Goby287_b Goby291_a Goby291_b Goby300_a Goby300_b Goby308_a Goby308_b Goby314_a Goby314_b Goby340_a Goby340_b Goby336_a Goby336_b Goby143_a Goby143_b Goby169_a Goby169_b Gobycytb Y Axis:  year latitude longitude Goby32_a Goby32_b Goby43_a Goby43_b Goby52_a Goby52_b Goby55_a Goby55_b Goby83_a Goby83_b Goby90_a Goby90_b Goby92_a Goby92_b Goby95_a Goby95_b Goby100_a Goby100_b Goby113_a Goby113_b Goby152_a Goby152_b Goby170_a Goby170_b Goby177_a Goby177_b Goby183_a Goby183_b Goby198_a Goby198_b Goby205_a Goby205_b Goby216_a Goby216_b Goby231_a Goby231_b Goby259_a Goby259_b Goby272_a Goby272_b Goby285_a Goby285_b Goby289_a Goby289_b Goby294_a Goby294_b Goby307_a Goby307_b Goby342_a Goby342_b Goby26_a Goby26_b Goby53_a Goby53_b Goby56_a Goby56_b Goby59_a Goby59_b Goby70_a Goby70_b Goby77_a Goby77_b Goby87_a Goby87_b Goby93_a Goby93_b Goby107_a Goby107_b Goby112_a Goby112_b Goby124_a Goby124_b Goby141_a Goby141_b Goby151_a Goby151_b Goby153_a Goby153_b Goby166_a Goby166_b Goby174_a Goby174_b Goby180_a Goby180_b Goby186_a Goby186_b Goby202_a Goby202_b Goby228_a Goby228_b Goby237_a Goby237_b Goby260_a Goby260_b Goby266_a Goby266_b Goby270_a Goby270_b Goby280_a Goby280_b Goby287_a Goby287_b Goby291_a Goby291_b Goby300_a Goby300_b Goby308_a Goby308_b Goby314_a Goby314_b Goby340_a Goby340_b Goby336_a Goby336_b Goby143_a Goby143_b Goby169_a Goby169_b Gobycytb Color:  year latitude longitude Goby32_a Goby32_b Goby43_a Goby43_b Goby52_a Goby52_b Goby55_a Goby55_b Goby83_a Goby83_b Goby90_a Goby90_b Goby92_a Goby92_b Goby95_a Goby95_b Goby100_a Goby100_b Goby113_a Goby113_b Goby152_a Goby152_b Goby170_a Goby170_b Goby177_a Goby177_b Goby183_a Goby183_b Goby198_a Goby198_b Goby205_a Goby205_b Goby216_a Goby216_b Goby231_a Goby231_b Goby259_a Goby259_b Goby272_a Goby272_b Goby285_a Goby285_b Goby289_a Goby289_b Goby294_a Goby294_b Goby307_a Goby307_b Goby342_a Goby342_b Goby26_a Goby26_b Goby53_a Goby53_b Goby56_a Goby56_b Goby59_a Goby59_b Goby70_a Goby70_b Goby77_a Goby77_b Goby87_a Goby87_b Goby93_a Goby93_b Goby107_a Goby107_b Goby112_a Goby112_b Goby124_a Goby124_b Goby141_a Goby141_b Goby151_a Goby151_b Goby153_a Goby153_b Goby166_a Goby166_b Goby174_a Goby174_b Goby180_a Goby180_b Goby186_a Goby186_b Goby202_a Goby202_b Goby228_a Goby228_b Goby237_a Goby237_b Goby260_a Goby260_b Goby266_a Goby266_b Goby270_a Goby270_b Goby280_a Goby280_b Goby287_a Goby287_b Goby291_a Goby291_b Goby300_a Goby300_b Goby308_a Goby308_b Goby314_a Goby314_b Goby340_a Goby340_b Goby336_a Goby336_b Goby143_a Goby143_b Goby169_a Goby169_b Gobycytb   Constraints Optional Constraint #1 Optional Constraint #2 year date individual_id site_id latitude longitude Goby32_a Goby32_b Goby43_a Goby43_b Goby52_a Goby52_b Goby55_a Goby55_b Goby83_a Goby83_b Goby90_a Goby90_b Goby92_a Goby92_b Goby95_a Goby95_b Goby100_a Goby100_b Goby113_a Goby113_b Goby152_a Goby152_b Goby170_a Goby170_b Goby177_a Goby177_b Goby183_a Goby183_b Goby198_a Goby198_b Goby205_a Goby205_b Goby216_a Goby216_b Goby231_a Goby231_b Goby259_a Goby259_b Goby272_a Goby272_b Goby285_a Goby285_b Goby289_a Goby289_b Goby294_a Goby294_b Goby307_a Goby307_b Goby342_a Goby342_b Goby26_a Goby26_b Goby53_a Goby53_b Goby56_a Goby56_b Goby59_a Goby59_b Goby70_a Goby70_b Goby77_a Goby77_b Goby87_a Goby87_b Goby93_a Goby93_b Goby107_a Goby107_b Goby112_a Goby112_b Goby124_a Goby124_b Goby141_a Goby141_b Goby151_a Goby151_b Goby153_a Goby153_b Goby166_a Goby166_b Goby174_a Goby174_b Goby180_a Goby180_b Goby186_a Goby186_b Goby202_a Goby202_b Goby228_a Goby228_b Goby237_a Goby237_b Goby260_a Goby260_b Goby266_a Goby266_b Goby270_a Goby270_b Goby280_a Goby280_b Goby287_a Goby287_b Goby291_a Goby291_b Goby300_a Goby300_b Goby308_a Goby308_b Goby314_a Goby314_b Goby340_a Goby340_b Goby336_a Goby336_b Goby143_a Goby143_b Goby169_a Goby169_b Gobycytb     != =~ <= >= = < >     != =~ <= >= = < > year date individual_id site_id latitude longitude Goby32_a Goby32_b Goby43_a Goby43_b Goby52_a Goby52_b Goby55_a Goby55_b Goby83_a Goby83_b Goby90_a Goby90_b Goby92_a Goby92_b Goby95_a Goby95_b Goby100_a Goby100_b Goby113_a Goby113_b Goby152_a Goby152_b Goby170_a Goby170_b Goby177_a Goby177_b Goby183_a Goby183_b Goby198_a Goby198_b Goby205_a Goby205_b Goby216_a Goby216_b Goby231_a Goby231_b Goby259_a Goby259_b Goby272_a Goby272_b Goby285_a Goby285_b Goby289_a Goby289_b Goby294_a Goby294_b Goby307_a Goby307_b Goby342_a Goby342_b Goby26_a Goby26_b Goby53_a Goby53_b Goby56_a Goby56_b Goby59_a Goby59_b Goby70_a Goby70_b Goby77_a Goby77_b Goby87_a Goby87_b Goby93_a Goby93_b Goby107_a Goby107_b Goby112_a Goby112_b Goby124_a Goby124_b Goby141_a Goby141_b Goby151_a Goby151_b Goby153_a Goby153_b Goby166_a Goby166_b Goby174_a Goby174_b Goby180_a Goby180_b Goby186_a Goby186_b Goby202_a Goby202_b Goby228_a Goby228_b Goby237_a Goby237_b Goby260_a Goby260_b Goby266_a Goby266_b Goby270_a Goby270_b Goby280_a Goby280_b Goby287_a Goby287_b Goby291_a Goby291_b Goby300_a Goby300_b Goby308_a Goby308_b Goby314_a Goby314_b Goby340_a Goby340_b Goby336_a Goby336_b Goby143_a Goby143_b Goby169_a Goby169_b Gobycytb     != =~ <= >= = < >     != =~ <= >= = < > year date individual_id site_id latitude longitude Goby32_a Goby32_b Goby43_a Goby43_b Goby52_a Goby52_b Goby55_a Goby55_b Goby83_a Goby83_b Goby90_a Goby90_b Goby92_a Goby92_b Goby95_a Goby95_b Goby100_a Goby100_b Goby113_a Goby113_b Goby152_a Goby152_b Goby170_a Goby170_b Goby177_a Goby177_b Goby183_a Goby183_b Goby198_a Goby198_b Goby205_a Goby205_b Goby216_a Goby216_b Goby231_a Goby231_b Goby259_a Goby259_b Goby272_a Goby272_b Goby285_a Goby285_b Goby289_a Goby289_b Goby294_a Goby294_b Goby307_a Goby307_b Goby342_a Goby342_b Goby26_a Goby26_b Goby53_a Goby53_b Goby56_a Goby56_b Goby59_a Goby59_b Goby70_a Goby70_b Goby77_a Goby77_b Goby87_a Goby87_b Goby93_a Goby93_b Goby107_a Goby107_b Goby112_a Goby112_b Goby124_a Goby124_b Goby141_a Goby141_b Goby151_a Goby151_b Goby153_a Goby153_b Goby166_a Goby166_b Goby174_a Goby174_b Goby180_a Goby180_b Goby186_a Goby186_b Goby202_a Goby202_b Goby228_a Goby228_b Goby237_a Goby237_b Goby260_a Goby260_b Goby266_a Goby266_b Goby270_a Goby270_b Goby280_a Goby280_b Goby287_a Goby287_b Goby291_a Goby291_b Goby300_a Goby300_b Goby308_a Goby308_b Goby314_a Goby314_b Goby340_a Goby340_b Goby336_a Goby336_b Goby143_a Goby143_b Goby169_a Goby169_b Gobycytb     != =~ <= >= = < >     != =~ <= >= = < > year date individual_id site_id latitude longitude Goby32_a Goby32_b Goby43_a Goby43_b Goby52_a Goby52_b Goby55_a Goby55_b Goby83_a Goby83_b Goby90_a Goby90_b Goby92_a Goby92_b Goby95_a Goby95_b Goby100_a Goby100_b Goby113_a Goby113_b Goby152_a Goby152_b Goby170_a Goby170_b Goby177_a Goby177_b Goby183_a Goby183_b Goby198_a Goby198_b Goby205_a Goby205_b Goby216_a Goby216_b Goby231_a Goby231_b Goby259_a Goby259_b Goby272_a Goby272_b Goby285_a Goby285_b Goby289_a Goby289_b Goby294_a Goby294_b Goby307_a Goby307_b Goby342_a Goby342_b Goby26_a Goby26_b Goby53_a Goby53_b Goby56_a Goby56_b Goby59_a Goby59_b Goby70_a Goby70_b Goby77_a Goby77_b Goby87_a Goby87_b Goby93_a Goby93_b Goby107_a Goby107_b Goby112_a Goby112_b Goby124_a Goby124_b Goby141_a Goby141_b Goby151_a Goby151_b Goby153_a Goby153_b Goby166_a Goby166_b Goby174_a Goby174_b Goby180_a Goby180_b Goby186_a Goby186_b Goby202_a Goby202_b Goby228_a Goby228_b Goby237_a Goby237_b Goby260_a Goby260_b Goby266_a Goby266_b Goby270_a Goby270_b Goby280_a Goby280_b Goby287_a Goby287_b Goby291_a Goby291_b Goby300_a Goby300_b Goby308_a Goby308_b Goby314_a Goby314_b Goby340_a Goby340_b Goby336_a Goby336_b Goby143_a Goby143_b Goby169_a Goby169_b Gobycytb     != =~ <= >= = < >     != =~ <= >= = < > year date individual_id site_id latitude longitude Goby32_a Goby32_b Goby43_a Goby43_b Goby52_a Goby52_b Goby55_a Goby55_b Goby83_a Goby83_b Goby90_a Goby90_b Goby92_a Goby92_b Goby95_a Goby95_b Goby100_a Goby100_b Goby113_a Goby113_b Goby152_a Goby152_b Goby170_a Goby170_b Goby177_a Goby177_b Goby183_a Goby183_b Goby198_a Goby198_b Goby205_a Goby205_b Goby216_a Goby216_b Goby231_a Goby231_b Goby259_a Goby259_b Goby272_a Goby272_b Goby285_a Goby285_b Goby289_a Goby289_b Goby294_a Goby294_b Goby307_a Goby307_b Goby342_a Goby342_b Goby26_a Goby26_b Goby53_a Goby53_b Goby56_a Goby56_b Goby59_a Goby59_b Goby70_a Goby70_b Goby77_a Goby77_b Goby87_a Goby87_b Goby93_a Goby93_b Goby107_a Goby107_b Goby112_a Goby112_b Goby124_a Goby124_b Goby141_a Goby141_b Goby151_a Goby151_b Goby153_a Goby153_b Goby166_a Goby166_b Goby174_a Goby174_b Goby180_a Goby180_b Goby186_a Goby186_b Goby202_a Goby202_b Goby228_a Goby228_b Goby237_a Goby237_b Goby260_a Goby260_b Goby266_a Goby266_b Goby270_a Goby270_b Goby280_a Goby280_b Goby287_a Goby287_b Goby291_a Goby291_b Goby300_a Goby300_b Goby308_a Goby308_b Goby314_a Goby314_b Goby340_a Goby340_b Goby336_a Goby336_b Goby143_a Goby143_b Goby169_a Goby169_b Gobycytb     != =~ <= >= = < >     != =~ <= >= = < >   Server-side Functions  distinct() orderBy orderByClosest orderByCount orderByLimit orderByMax orderByMin orderByMinMax orderByMean (" year date individual_id site_id latitude longitude Goby32_a Goby32_b Goby43_a Goby43_b Goby52_a Goby52_b Goby55_a Goby55_b Goby83_a Goby83_b Goby90_a Goby90_b Goby92_a Goby92_b Goby95_a Goby95_b Goby100_a Goby100_b Goby113_a Goby113_b Goby152_a Goby152_b Goby170_a Goby170_b Goby177_a Goby177_b Goby183_a Goby183_b Goby198_a Goby198_b Goby205_a Goby205_b Goby216_a Goby216_b Goby231_a Goby231_b Goby259_a Goby259_b Goby272_a Goby272_b Goby285_a Goby285_b Goby289_a Goby289_b Goby294_a Goby294_b Goby307_a Goby307_b Goby342_a Goby342_b Goby26_a Goby26_b Goby53_a Goby53_b Goby56_a Goby56_b Goby59_a Goby59_b Goby70_a Goby70_b Goby77_a Goby77_b Goby87_a Goby87_b Goby93_a Goby93_b Goby107_a Goby107_b Goby112_a Goby112_b Goby124_a Goby124_b Goby141_a Goby141_b Goby151_a Goby151_b Goby153_a Goby153_b Goby166_a Goby166_b Goby174_a Goby174_b Goby180_a Goby180_b Goby186_a Goby186_b Goby202_a Goby202_b Goby228_a Goby228_b Goby237_a Goby237_b Goby260_a Goby260_b Goby266_a Goby266_b Goby270_a Goby270_b Goby280_a Goby280_b Goby287_a Goby287_b Goby291_a Goby291_b Goby300_a Goby300_b Goby308_a Goby308_b Goby314_a Goby314_b Goby340_a Goby340_b Goby336_a Goby336_b Goby143_a Goby143_b Goby169_a Goby169_b Gobycytb year date individual_id site_id latitude longitude Goby32_a Goby32_b Goby43_a Goby43_b Goby52_a Goby52_b Goby55_a Goby55_b Goby83_a Goby83_b Goby90_a Goby90_b Goby92_a Goby92_b Goby95_a Goby95_b Goby100_a Goby100_b Goby113_a Goby113_b Goby152_a Goby152_b Goby170_a Goby170_b Goby177_a Goby177_b Goby183_a Goby183_b Goby198_a Goby198_b Goby205_a Goby205_b Goby216_a Goby216_b Goby231_a Goby231_b Goby259_a Goby259_b Goby272_a Goby272_b Goby285_a Goby285_b Goby289_a Goby289_b Goby294_a Goby294_b Goby307_a Goby307_b Goby342_a Goby342_b Goby26_a Goby26_b Goby53_a Goby53_b Goby56_a Goby56_b Goby59_a Goby59_b Goby70_a Goby70_b Goby77_a Goby77_b Goby87_a Goby87_b Goby93_a Goby93_b Goby107_a Goby107_b Goby112_a Goby112_b Goby124_a Goby124_b Goby141_a Goby141_b Goby151_a Goby151_b Goby153_a Goby153_b Goby166_a Goby166_b Goby174_a Goby174_b Goby180_a Goby180_b Goby186_a Goby186_b Goby202_a Goby202_b Goby228_a Goby228_b Goby237_a Goby237_b Goby260_a Goby260_b Goby266_a Goby266_b Goby270_a Goby270_b Goby280_a Goby280_b Goby287_a Goby287_b Goby291_a Goby291_b Goby300_a Goby300_b Goby308_a Goby308_b Goby314_a Goby314_b Goby340_a Goby340_b Goby336_a Goby336_b Goby143_a Goby143_b Goby169_a Goby169_b Gobycytb year date individual_id site_id latitude longitude Goby32_a Goby32_b Goby43_a Goby43_b Goby52_a Goby52_b Goby55_a Goby55_b Goby83_a Goby83_b Goby90_a Goby90_b Goby92_a Goby92_b Goby95_a Goby95_b Goby100_a Goby100_b Goby113_a Goby113_b Goby152_a Goby152_b Goby170_a Goby170_b Goby177_a Goby177_b Goby183_a Goby183_b Goby198_a Goby198_b Goby205_a Goby205_b Goby216_a Goby216_b Goby231_a Goby231_b Goby259_a Goby259_b Goby272_a Goby272_b Goby285_a Goby285_b Goby289_a Goby289_b Goby294_a Goby294_b Goby307_a Goby307_b Goby342_a Goby342_b Goby26_a Goby26_b Goby53_a Goby53_b Goby56_a Goby56_b Goby59_a Goby59_b Goby70_a Goby70_b Goby77_a Goby77_b Goby87_a Goby87_b Goby93_a Goby93_b Goby107_a Goby107_b Goby112_a Goby112_b Goby124_a Goby124_b Goby141_a Goby141_b Goby151_a Goby151_b Goby153_a Goby153_b Goby166_a Goby166_b Goby174_a Goby174_b Goby180_a Goby180_b Goby186_a Goby186_b Goby202_a Goby202_b Goby228_a Goby228_b Goby237_a Goby237_b Goby260_a Goby260_b Goby266_a Goby266_b Goby270_a Goby270_b Goby280_a Goby280_b Goby287_a Goby287_b Goby291_a Goby291_b Goby300_a Goby300_b Goby308_a Goby308_b Goby314_a Goby314_b Goby340_a Goby340_b Goby336_a Goby336_b Goby143_a Goby143_b Goby169_a Goby169_b Gobycytb year date individual_id site_id latitude longitude Goby32_a Goby32_b Goby43_a Goby43_b Goby52_a Goby52_b Goby55_a Goby55_b Goby83_a Goby83_b Goby90_a Goby90_b Goby92_a Goby92_b Goby95_a Goby95_b Goby100_a Goby100_b Goby113_a Goby113_b Goby152_a Goby152_b Goby170_a Goby170_b Goby177_a Goby177_b Goby183_a Goby183_b Goby198_a Goby198_b Goby205_a Goby205_b Goby216_a Goby216_b Goby231_a Goby231_b Goby259_a Goby259_b Goby272_a Goby272_b Goby285_a Goby285_b Goby289_a Goby289_b Goby294_a Goby294_b Goby307_a Goby307_b Goby342_a Goby342_b Goby26_a Goby26_b Goby53_a Goby53_b Goby56_a Goby56_b Goby59_a Goby59_b Goby70_a Goby70_b Goby77_a Goby77_b Goby87_a Goby87_b Goby93_a Goby93_b Goby107_a Goby107_b Goby112_a Goby112_b Goby124_a Goby124_b Goby141_a Goby141_b Goby151_a Goby151_b Goby153_a Goby153_b Goby166_a Goby166_b Goby174_a Goby174_b Goby180_a Goby180_b Goby186_a Goby186_b Goby202_a Goby202_b Goby228_a Goby228_b Goby237_a Goby237_b Goby260_a Goby260_b Goby266_a Goby266_b Goby270_a Goby270_b Goby280_a Goby280_b Goby287_a Goby287_b Goby291_a Goby291_b Goby300_a Goby300_b Goby308_a Goby308_b Goby314_a Goby314_b Goby340_a Goby340_b Goby336_a Goby336_b Goby143_a Goby143_b Goby169_a Goby169_b Gobycytb ")   Graph Settings Marker Type:  None Plus X Dot Square Filled Square Circle Filled Circle Up Triangle Filled Up Triangle  Size:  3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 Color:  Color Bar:  BlackBlueWhite BlackGreenWhite BlackRedWhite BlackWhite BlueWhiteRed BlueWideWhiteRed LightRainbow Ocean OceanDepth Rainbow Rainbow2 Rainfall ReverseRainbow RedWhiteBlue RedWhiteBlue2 RedWideWhiteBlue Spectrum Topography TopographyDepth WhiteBlueBlack WhiteGreenBlack WhiteRedBlack WhiteBlack YellowRed KT_algae KT_amp KT_balance KT_curl KT_deep KT_delta KT_dense KT_gray KT_haline KT_ice KT_matter KT_oxy KT_phase KT_solar KT_speed KT_tempo KT_thermal KT_turbid  Continuity:  Continuous Discrete  Scale:  Linear Log    Minimum:   Maximum:   N Sections:  2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 Draw land mask:  under over Y Axis Minimum:   Maximum:    Ascending Descending Linear Log   Redraw the Graph (Please be patient. It may take a while to get the data.)   Optional: Then set the File Type: .asc .csv .csvp .csv0 .dataTable .das .dds .dods .esriCsv .fgdc .geoJson .graph .help .html .htmlTable .iso19115 .itx .json .jsonlCSV1 .jsonlCSV .jsonlKVP .mat .nc .ncHeader .ncCF .ncCFHeader .ncCFMA .ncCFMAHeader .nccsv .nccsvMetadata .ncoJson .odvTxt .subset .tsv .tsvp .tsv0 .wav .xhtml .kml .smallPdf .pdf .largePdf .smallPng .png .largePng .transparentPng (File Type information) and or view the URL: (Documentation / Bypass this form )

Click on the map to specify a new center point. Zoom:

 

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Things You Can Do With Your Graphs

Well, you can do anything you want with your graphs, of course. But some things you might not have considered are:

• Web page authors can embed a graph of the latest data in a web page using HTML <img> tags.
• Anyone can use ERDDAPs Slide Sorter to build a personal web page that displays graphs with the latest data (or other images or HTML content), each in its own, draggable slide.
   

---

The Dataset Attribute Structure (.das) for this Dataset

Attributes {
 s {
  year {
    Int16 _FillValue 32767;
    Int16 actual_range 2013, 2014;
    String bcodmo_name "year";
    String description "Year of sampling";
    String long_name "Year";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P01/current/YEARXXXX/";
    String units "unitless";
  }
  date {
    String bcodmo_name "date";
    String description "Date of sampling; yyyy/mm/dd";
    String long_name "Date";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P01/current/ADATAA01/";
    String source_name "date";
    String time_precision "1970-01-01";
    String units "unitless";
  }
  individual_id {
    String bcodmo_name "sample";
    String description "Unique ID assigned to the fish";
    String long_name "Individual Id";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  site_id {
    String bcodmo_name "site";
    String description "Location collected";
    String long_name "Site Id";
    String units "unitless";
  }
  latitude {
    String _CoordinateAxisType "Lat";
    Float64 _FillValue NaN;
    Float64 actual_range 16.09245001, 18.16088336;
    String axis "Y";
    String bcodmo_name "latitude";
    Float64 colorBarMaximum 90.0;
    Float64 colorBarMinimum -90.0;
    String description "Latitude";
    String ioos_category "Location";
    String long_name "Latitude";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P09/current/LATX/";
    String standard_name "latitude";
    String units "degrees_north";
  }
  longitude {
    String _CoordinateAxisType "Lon";
    Float64 _FillValue NaN;
    Float64 actual_range -88.33626665, -87.48521665;
    String axis "X";
    String bcodmo_name "longitude";
    Float64 colorBarMaximum 180.0;
    Float64 colorBarMinimum -180.0;
    String description "Longitude";
    String ioos_category "Location";
    String long_name "Longitude";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P09/current/LONX/";
    String standard_name "longitude";
    String units "degrees_east";
  }
  Goby32_a {
    Byte _FillValue 127;
    Byte actual_range 0, 107;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby32 A";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby32_b {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 2653;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby32 B";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby43_a {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 167;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby43 A";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby43_b {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 621;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby43 B";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby52_a {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 332;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby52 A";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby52_b {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 693;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby52 B";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby55_a {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 480;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby55 A";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby55_b {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 1451;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby55 B";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby83_a {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 587;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby83 A";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby83_b {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 1386;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby83 B";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby90_a {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 365;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby90 A";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby90_b {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 1057;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby90 B";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby92_a {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 131;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby92 A";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby92_b {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 669;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby92 B";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby95_a {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 221;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby95 A";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby95_b {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 546;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby95 B";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby100_a {
    Byte _FillValue 127;
    Byte actual_range 0, 69;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby100 A";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby100_b {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 1163;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby100 B";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby113_a {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 354;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby113 A";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby113_b {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 171;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby113 B";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby152_a {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 394;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby152 A";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby152_b {
    Byte _FillValue 127;
    Byte actual_range 0, 69;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby152 B";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby170_a {
    Byte _FillValue 127;
    Byte actual_range 0, 46;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby170 A";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby170_b {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 425;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby170 B";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby177_a {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 209;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby177 A";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby177_b {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 202;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby177 B";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby183_a {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 242;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby183 A";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby183_b {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 578;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby183 B";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby198_a {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 671;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby198 A";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby198_b {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 929;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby198 B";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby205_a {
    Byte _FillValue 127;
    Byte actual_range 0, 86;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby205 A";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby205_b {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 1267;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby205 B";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby216_a {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 388;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby216 A";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby216_b {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 399;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby216 B";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby231_a {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 482;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby231 A";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby231_b {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 343;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby231 B";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby259_a {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 475;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby259 A";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby259_b {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 1102;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby259 B";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby272_a {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 176;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby272 A";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby272_b {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 497;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby272 B";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby285_a {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 140;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby285 A";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby285_b {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 507;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby285 B";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby289_a {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 338;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby289 A";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby289_b {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 242;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby289 B";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby294_a {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 324;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby294 A";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby294_b {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 482;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby294 B";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby307_a {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 188;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby307 A";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby307_b {
    Byte _FillValue 127;
    Byte actual_range 0, 77;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby307 B";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby342_a {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 817;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby342 A";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby342_b {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 817;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby342 B";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby26_a {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 378;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby26 A";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby26_b {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 482;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby26 B";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby53_a {
    Byte _FillValue 127;
    Byte actual_range 0, 9;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby53 A";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby53_b {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 903;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby53 B";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby56_a {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 520;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby56 A";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby56_b {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 834;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby56 B";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby59_a {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 170;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby59 A";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby59_b {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 360;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby59 B";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby70_a {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 657;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby70 A";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby70_b {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 1362;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby70 B";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby77_a {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 159;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby77 A";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby77_b {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 373;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby77 B";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby87_a {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 571;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby87 A";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby87_b {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 305;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby87 B";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby93_a {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 336;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby93 A";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby93_b {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 380;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby93 B";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby107_a {
    Byte _FillValue 127;
    Byte actual_range 0, 74;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby107 A";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby107_b {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 1231;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby107 B";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby112_a {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 192;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby112 A";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby112_b {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 1682;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby112 B";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby124_a {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 239;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby124 A";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby124_b {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 1717;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby124 B";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby141_a {
    Byte _FillValue 127;
    Byte actual_range 0, 42;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby141 A";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby141_b {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 646;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby141 B";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby151_a {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 436;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby151 A";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby151_b {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 739;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby151 B";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby153_a {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 310;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby153 A";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby153_b {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 277;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby153 B";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby166_a {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 426;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby166 A";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby166_b {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 414;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby166 B";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby174_a {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 265;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby174 A";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby174_b {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 217;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby174 B";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby180_a {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 279;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby180 A";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby180_b {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 701;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby180 B";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby186_a {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 144;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby186 A";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby186_b {
    Byte _FillValue 127;
    Byte actual_range 0, 75;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby186 B";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby202_a {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 939;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby202 A";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby202_b {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 1306;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby202 B";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby228_a {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 560;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby228 A";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby228_b {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 572;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby228 B";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby237_a {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 639;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby237 A";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby237_b {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 526;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby237 B";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby260_a {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 372;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby260 A";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby260_b {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 312;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby260 B";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby266_a {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 316;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby266 A";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby266_b {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 481;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby266 B";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby270_a {
    Byte _FillValue 127;
    Byte actual_range 0, 112;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby270 A";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby270_b {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 902;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby270 B";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby280_a {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 366;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby280 A";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby280_b {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 595;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby280 B";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby287_a {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 436;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby287 A";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby287_b {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 314;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby287 B";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby291_a {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 220;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby291 A";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby291_b {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 1346;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby291 B";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby300_a {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 227;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby300 A";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby300_b {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 931;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby300 B";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby308_a {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 657;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby308 A";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby308_b {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 1086;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby308 B";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby314_a {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 528;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby314 A";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby314_b {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 776;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby314 B";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby340_a {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 451;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby340 A";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby340_b {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 1857;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby340 B";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby336_a {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 403;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby336 A";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby336_b {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 819;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby336 B";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby143_a {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 413;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby143 A";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby143_b {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 631;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby143 B";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby169_a {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 432;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby169 A";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Goby169_b {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 409;
    String bcodmo_name "sample";
    String description "Genotype data for an individual fish two alleles per locus. Each of the 59 loci have two columns: a and b. This column contains unique genotype IDs.";
    String long_name "Goby169 B";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
  Gobycytb {
    Int16 _FillValue 32767;
    Int16 actual_range 0, 850;
    String bcodmo_name "sample";
    String description "Genotype date gobycytb for an individual fish for a fragment of the mitochondrial DNA locus cytochrome b. This column contains unique genotype IDs.";
    String long_name "Gobycytb";
    String nerc_identifier "https://vocab.nerc.ac.uk/collection/P02/current/ACYC/";
    String units "unitless";
  }
 }
  NC_GLOBAL {
    String access_formats ".htmlTable,.csv,.json,.mat,.nc,.tsv,.esriCsv,.geoJson";
    String acquisition_description 
"We collected tissue samples from 1126 Elacatinus lori individuals at 39
locations across the Belize barrier reef for population genetic analyses. We
marked the location of each collection site with a Garmin GPSMAP 76Cx unit.
Individuals were caught with slurp guns and we took a small clip from the
caudal fin using scissors. All tissue samples were store in 95% EtOH. Genetic
data were collected based on standard DNA extractions and a targeted amplicon
sequencing approach. Details on all methods can be found in D\\u2019Aloia et
al. (2017), Conservation Genetics.";
    String awards_0_award_nid "544434";
    String awards_0_award_number "OCE-1260424";
    String awards_0_data_url "http://www.nsf.gov/awardsearch/showAward.do?AwardNumber=1260424";
    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 
"Goby Genotypes 
  P. Buston and C. D'Aloia, PIs 
  Version 18 June 2018";
    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 "2018-06-18T15:48:24Z";
    String date_modified "2019-06-07T18:29:23Z";
    String defaultDataQuery "&time<now";
    String doi "10.1575/1912/bco-dmo.738714.1";
    Float64 Easternmost_Easting -87.48521665;
    Float64 geospatial_lat_max 18.16088336;
    Float64 geospatial_lat_min 16.09245001;
    String geospatial_lat_units "degrees_north";
    Float64 geospatial_lon_max -87.48521665;
    Float64 geospatial_lon_min -88.33626665;
    String geospatial_lon_units "degrees_east";
    String history 
"2024-04-20T01:51:32Z (local files)
2024-04-20T01:51:32Z https://erddap.bco-dmo.org/tabledap/bcodmo_dataset_738714.das";
    String infoUrl "https://www.bco-dmo.org/dataset/738714";
    String institution "BCO-DMO";
    String instruments_0_dataset_instrument_description "Used to collect GPS data";
    String instruments_0_dataset_instrument_nid "738722";
    String instruments_0_description "Acquires satellite signals and tracks your location.";
    String instruments_0_instrument_name "GPS receiver";
    String instruments_0_instrument_nid "706037";
    String instruments_0_supplied_name "GPSMAP 76Cx (Garmin)";
    String keywords "bco, bco-dmo, biological, chemical, data, dataset, date, dmo, erddap, goby100, Goby100_a, Goby100_b, goby107, Goby107_a, Goby107_b, goby112, Goby112_a, Goby112_b, goby113, Goby113_a, Goby113_b, goby124, Goby124_a, Goby124_b, goby141, Goby141_a, Goby141_b, goby143, Goby143_a, Goby143_b, goby151, Goby151_a, Goby151_b, goby152, Goby152_a, Goby152_b, goby153, Goby153_a, Goby153_b, goby166, Goby166_a, Goby166_b, goby169, Goby169_a, Goby169_b, goby170, Goby170_a, Goby170_b, goby174, Goby174_a, Goby174_b, goby177, Goby177_a, Goby177_b, goby180, Goby180_a, Goby180_b, goby183, Goby183_a, Goby183_b, goby186, Goby186_a, Goby186_b, goby198, Goby198_a, Goby198_b, goby202, Goby202_a, Goby202_b, goby205, Goby205_a, Goby205_b, goby216, Goby216_a, Goby216_b, goby228, Goby228_a, Goby228_b, goby231, Goby231_a, Goby231_b, goby237, Goby237_a, Goby237_b, goby259, Goby259_a, Goby259_b, goby26, goby260, Goby260_a, Goby260_b, goby266, Goby266_a, Goby266_b, Goby26_a, Goby26_b, goby270, Goby270_a, Goby270_b, goby272, Goby272_a, Goby272_b, goby280, Goby280_a, Goby280_b, goby285, Goby285_a, Goby285_b, goby287, Goby287_a, Goby287_b, goby289, Goby289_a, Goby289_b, goby291, Goby291_a, Goby291_b, goby294, Goby294_a, Goby294_b, goby300, Goby300_a, Goby300_b, goby307, Goby307_a, Goby307_b, goby308, Goby308_a, Goby308_b, goby314, Goby314_a, Goby314_b, goby32, Goby32_a, Goby32_b, goby336, Goby336_a, Goby336_b, goby340, Goby340_a, Goby340_b, goby342, Goby342_a, Goby342_b, goby43, Goby43_a, Goby43_b, goby52, Goby52_a, Goby52_b, goby53, Goby53_a, Goby53_b, goby55, Goby55_a, Goby55_b, goby56, Goby56_a, Goby56_b, goby59, Goby59_a, Goby59_b, goby70, Goby70_a, Goby70_b, goby77, Goby77_a, Goby77_b, goby83, Goby83_a, Goby83_b, goby87, Goby87_a, Goby87_b, goby90, Goby90_a, Goby90_b, goby92, Goby92_a, Goby92_b, goby93, Goby93_a, Goby93_b, goby95, Goby95_a, Goby95_b, gobycytb, individual, individual_id, latitude, longitude, management, oceanography, office, preliminary, site, site_id, time, year";
    String license "https://www.bco-dmo.org/dataset/738714/license";
    String metadata_source "https://www.bco-dmo.org/api/dataset/738714";
    Float64 Northernmost_Northing 18.16088336;
    String param_mapping "{'738714': {'lat': 'master - latitude', 'lon': 'master - longitude'}}";
    String parameter_source "https://www.bco-dmo.org/mapserver/dataset/738714/parameters";
    String people_0_affiliation "Boston University";
    String people_0_affiliation_acronym "BU";
    String people_0_person_name "Dr Peter Buston";
    String people_0_person_nid "544437";
    String people_0_role "Principal Investigator";
    String people_0_role_type "originator";
    String people_1_affiliation "Woods Hole Oceanographic Institution";
    String people_1_affiliation_acronym "WHOI";
    String people_1_person_name "Dr Cassidy C. D'Aloia";
    String people_1_person_nid "704789";
    String people_1_role "Co-Principal Investigator";
    String people_1_role_type "originator";
    String people_2_affiliation "Boston University";
    String people_2_affiliation_acronym "BU";
    String people_2_person_name "Dr Peter Buston";
    String people_2_person_nid "544437";
    String people_2_role "Contact";
    String people_2_role_type "related";
    String people_3_affiliation "Woods Hole Oceanographic Institution";
    String people_3_affiliation_acronym "WHOI BCO-DMO";
    String people_3_person_name "Hannah Ake";
    String people_3_person_nid "650173";
    String people_3_role "BCO-DMO Data Manager";
    String people_3_role_type "related";
    String project "Elacatinus Dispersal I";
    String projects_0_acronym "Elacatinus Dispersal I";
    String projects_0_description 
"Understanding the patterns, causes and consequences of larval dispersal is a major goal of 21st century marine ecology. Patterns of dispersal determine the rates of larval exchange, or connectivity, between populations. Both physical factors (e.g., water movement) and biological factors (e.g., larval behavior) cause variation in population connectivity. Population connectivity, in turn, has major consequences for all aspects of an organism's biology, from individual behavior to metapopulation dynamics, and from evolution within metapopulations to the origin and extinction of species. Further, understanding population connectivity is critical for the design of effective networks of marine reserves, creation of vital tools in conservation, and the development of sustainable fisheries.
Over the last decade, three methods, each of which tells something slightly different, have emerged as leading contenders to provide the greatest insights into population connectivity. First, coupled biophysical models make assumptions regarding water flow, larval behavior and ecology, to predict population connectivity. Second, indirect genetic methods use spatial distributions of allele frequencies to infer population connectivity. Third, direct genetic methods use parentage analyses, tracing recruits to specific adults, to measure population connectivity. Despite advances, lack of integration means that we do not know the predictive skill of biophysical models, or the extent to which patterns of dispersal predict spatial genetic structure. The overall objective of this proposal is to conduct an integrated investigation of population connectivity, using all three methods in one tractable system: the neon goby, Elacatinus lori, on the Belizean Barrier Reef. There are three motives for this choice of study system: i) fourteen highly polymorphic microsatellite loci have been developed, facilitating the assignment of recruits to parents using parentage analyses and the measurement of dispersal; ii) the physical oceanography of the Belizean Barrier Reef is well-studied, facilitating the development and testing of coupled biophysical models; and, iii) E. lori has a relatively small biogeographic range, facilitating analysis of the spatial distribution of allele frequencies throughout its range.
Broader Impacts. The grant will support one postdoc and two graduate students who will be trained in scientific diving, marine fieldwork, population genetics, biophysical modeling, and mathematical modeling, and will gain collaborative research experience. PIs will incorporate research findings in their courses, which cover all these topics. The grant will also broaden participation of under-represented groups by supporting six undergraduates from groups traditionally underrepresented in STEM fields. In each year of the project there will be an All Participants meeting to reinforce the network of participants. A project website will be developed, in English and Spanish, on the theme of larval dispersal and population connectivity. This will include a resource for K-12 marine science educators developed in collaboration with a marine science educator. All PIs will ensure that results are broadly disseminated to the scientific community and general public via appropriate forms of media.";
    String projects_0_end_date "2017-02";
    String projects_0_geolocation "Belizean Barrier Reef System (16.803 degrees North  88.096 degrees West)";
    String projects_0_name "An Integrative Investigation of Population Connectivity Using a Coral Reef Fish";
    String projects_0_project_nid "544435";
    String projects_0_project_website "http://people.bu.edu/buston/lab/Welcome.html";
    String projects_0_start_date "2013-03";
    String publisher_name "Biological and Chemical Oceanographic Data Management Office (BCO-DMO)";
    String publisher_type "institution";
    String sourceUrl "(local files)";
    Float64 Southernmost_Northing 16.09245001;
    String standard_name_vocabulary "CF Standard Name Table v55";
    String summary "Cytochrome b and radloci genotype identification data from fish sampled in the Belizean Barrier Reef in 2014.";
    String title "Cytochrome b and radloci genotype identification data from fish sampled in the Belizean Barrier Reef in 2014.";
    String version "1";
    Float64 Westernmost_Easting -88.33626665;
    String xml_source "osprey2erddap.update_xml() v1.3";
  }
}

 

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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 Data Access Protocol (DAP) and its selection constraints.

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.

• (easy) You can get data by using the dataset's Data Access Form or Subset form. They make the URL for you.
• (easy) You can make a graph or map by using the dataset's Make A Graph form. It makes the URL for you.
• (not hard) You can bypass the forms and get the data or make a graph or map by generating the URL by hand or with a computer program or script.

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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ERDDAP, Version 2.02
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