Survey data for producing distribution maps for the ecosystem model Atlantis-Gulf of Mexico (GOM)
Funded By:
Florida RESTORE Act Centers of Excellence Program
Funding Cycle:
FLRACEP 1
Research Group:
Improving the use of products derived from monitoring data in ecosystem models of the Gulf of Mexico
Arnaud Gruss
University of Washington
gruss.arnaud@gmail.com
Fisheries-independent surveys, Fisheries-dependent programs, Gulf of Mexico Large Marine Ecosystem
Abstract:
This dataset contains all of the survey data that are used to fit statistical habitat models whose predictions are employed to produce distribution maps for the ecosystem model Atlantis-Gulf of Mexico (GOM). These survey data include processed fisheries-dependent and fisheries-independent data collected all over the Gulf of Mexico using a random sampling design between 1900 and 2016. Fisheries-dependent and fisheries-independent data were requested to different institutes in 2016. The present dataset provides encounter/non-encounter data for specific functional groups/species/life stages, as well as the geographic coordinates (longitude, latitude) of the sites at which these encounter/non-encounter data were collected, and the year during which these data were collected. Given that some of the fisheries-dependent data included in the present dataset are confidential, the identity of the surveys (i.e., their name) is not revealed here; instead, numbers (i.e., 1, 2, 3) are provided to indicate that the data for the functional group/species/life stage under consideration come from different surveys.
Suggested Citation:
Gruss, Arnaud. 2018. Survey data for producing distribution maps for the ecosystem model Atlantis-Gulf of Mexico (GOM). Distributed by: GRIIDC, Harte Research Institute, Texas A&M University–Corpus Christi. doi:10.7266/N71J984R
Purpose:
This dataset contains all of the survey data that are used to fit statistical habitat models whose predictions are employed to produce distribution maps for the ecosystem model Atlantis-GOM.
Data Parameters and Units:
The present database contains a total of 76 files. Each of these 76 files provides: (i) the longitudes (°E) where sampling was conducted; (ii) the latitudes (°N) where sampling was conducted; (iii) the years during which sampling was conducted; (iv) the “gears” used to conduct sampling (integer factors, where each "gear" represents a specific fisheries-dependent or fisheries-independent survey); and (v) encounter/non-encounter estimates (1 if the functional group/species/life stage under consideration was encountered and 0 otherwise). Here are the details of the 76 files of the present database: (1) "Adult_Benthic_feeding_sharks.csv": Longitude (°E); Latitude (°N); Year; Gear (integer factor); Encounter/non-encounter of adults of benthic feeding sharks (0/1). (2) "Adult_Black_drum.csv": Longitude (°E); Latitude (°N); Year; Gear (integer factor); Encounter/non-encounter of adults of black drum (0/1). (3) "Adult_Blacktip_shark.csv": Longitude (°E); Latitude (°N); Year; Gear (integer factor); Encounter/non-encounter of adults of blacktip shark (0/1). (4) "Adult_Brown_shrimp.csv": Longitude (°E); Latitude (°N); Year; Gear (integer factor); Encounter/non-encounter of adults of brown shrimp (0/1). (5) "Adult_Deep_Serranidae.csv": Longitude (°E); Latitude (°N); Year; Gear (integer factor); Encounter/non-encounter of adults of deep Serranidae (0/1). (6) "Adult_Gag.csv": Longitude (°E); Latitude (°N); Year; Gear (integer factor); Encounter/non-encounter of adults of gag (0/1). (7) "Adult_Large_reef_fish.csv": Longitude (°E); Latitude (°N); Year; Gear (integer factor); Encounter/non-encounter of adults of large reef fish (0/1). (8) "Adult_Large_sharks.csv": Longitude (°E); Latitude (°N); Year; Gear (integer factor); Encounter/non-encounter of adults of large sharks (0/1). (9) "Adult_Menhadens.csv": Longitude (°E); Latitude (°N); Year; Gear (integer factor); Encounter/non-encounter of adults of menhadens (0/1). (10) "Adult_Pinfish.csv": Longitude (°E); Latitude (°N); Year; Gear (integer factor); Encounter/non-encounter of adults of pinfish (0/1). (11) "Adult_Pink_shrimp.csv": Longitude (°E); Latitude (°N); Year; Gear (integer factor); Encounter/non-encounter of adults of pink shrimp (0/1). (12) "Adult_Red_drum.csv": Longitude (°E); Latitude (°N); Year; Gear (integer factor); Encounter/non-encounter of adults of red drum (0/1). (13) "Adult_Red_grouper.csv": Longitude (°E); Latitude (°N); Year; Gear (integer factor); Encounter/non-encounter of adults of red grouper (0/1). (14) "Adult_Red_snapper.csv": Longitude (°E); Latitude (°N); Year; Gear (integer factor); Encounter/non-encounter of adults of red snapper (0/1). (15) "Adult_Sciaenidae.csv": Longitude (°E); Latitude (°N); Year; Gear (integer factor); Encounter/non-encounter of adults of Sciaenidae (0/1). (16) "Adult_Seatrouts.csv": Longitude (°E); Latitude (°N); Year; Gear (integer factor); Encounter/non-encounter of adults of seatrouts (0/1). (17) "Adult_Shallow_Serranidae.csv": Longitude (°E); Latitude (°N); Year; Gear (integer factor); Encounter/non-encounter of adults of shallow Serranidae (0/1). (18) "Adult_Sheepshead.csv": Longitude (°E); Latitude (°N); Year; Gear (integer factor); Encounter/non-encounter of adults of sheepshead (0/1). (19) "Adult_Snooks.csv": Longitude (°E); Latitude (°N); Year; Gear (integer factor); Encounter/non-encounter of adults of snooks (0/1). (20) "Adult_Stone_crab.csv": Longitude (°E); Latitude (°N); Year; Gear (integer factor); Encounter/non-encounter of adults of stone crab (0/1). (21) "Adult_White_shrimp.csv": Longitude (°E); Latitude (°N); Year; Gear (integer factor); Encounter/non-encounter of adults of white shrimp (0/1). (22) "Bioeroding_fish.csv": Longitude (°E); Latitude (°N); Year; Gear (integer factor); Encounter/non-encounter of bioeroding fish (0/1). (23) "Bivalves.csv": Longitude (°E); Latitude (°N); Year; Gear (integer factor); Encounter/non-encounter of bivalves (0/1). (24) "Blue_crab.csv": Longitude (°E); Latitude (°N); Year; Gear (integer factor); Encounter/non-encounter of blue crab (0/1). (25) "Bluefin_tuna.csv": Longitude (°E); Latitude (°N); Year; Gear (integer factor); Encounter/non-encounter of bluefin tuna (0/1). (26) "Carnivorous_macrobenthos.csv": Longitude (°E); Latitude (°N); Year; Gear (integer factor); Encounter/non-encounter of carnivorous macrobenthos (0/1). (27) "Crabs_lobsters.csv": Longitude (°E); Latitude (°N); Year; Gear (integer factor); Encounter/non-encounter of crabs and lobsters (0/1). (28) "Deep_water_fish.csv": Longitude (°E); Latitude (°N); Year; Gear (integer factor); Encounter/non-encounter of deep water fish (0/1). (29) "Flatfish.csv": Longitude (°E); Latitude (°N); Year; Gear (integer factor); Encounter/non-encounter of flatfish (0/1). (30) "Herbivorous_echinoderms.csv": Longitude (°E); Latitude (°N); Year; Gear (integer factor); Encounter/non-encounter of herbivorous echinoderms (0/1). (31) "Infaunal_meiobenthos.csv": Longitude (°E); Latitude (°N); Year; Gear (integer factor); Encounter/non-encounter of infaunal meiobenthos (0/1). (32) "Jacks.csv": Longitude (°E); Latitude (°N); Year; Gear (integer factor); Encounter/non-encounter of jacks (0/1). (33) "Jellyfish.csv": Longitude (°E); Latitude (°N); Year; Gear (integer factor); Encounter/non-encounter of jellyfish (0/1). (34) "Juvenile_Benthic_feeding_sharks.csv": Longitude (°E); Latitude (°N); Year; Gear (integer factor); Encounter/non-encounter of juveniles of benthic feeding sharks (0/1). (35) "Juvenile_Black_drum.csv": Longitude (°E); Latitude (°N); Year; Gear (integer factor); Encounter/non-encounter of juveniles of black drum (0/1). (36) "Juvenile_Blacktip_shark.csv": Longitude (°E); Latitude (°N); Year; Gear (integer factor); Encounter/non-encounter of juveniles of blacktip shark (0/1). (37) "Juvenile_Brown_shrimp.csv": Longitude (°E); Latitude (°N); Year; Gear (integer factor); Encounter/non-encounter of juveniles of brown shrimp (0/1). (38) "Juvenile_Deep_Serranidae.csv": Longitude (°E); Latitude (°N); Year; Gear (integer factor); Encounter/non-encounter of juveniles of deep Serranidae (0/1). (39) "Juvenile_Gag.csv": Longitude (°E); Latitude (°N); Year; Gear (integer factor); Encounter/non-encounter of juveniles of gag (0/1). (40) "Juvenile_Large_reef_fish.csv": Longitude (°E); Latitude (°N); Year; Gear (integer factor); Encounter/non-encounter of juveniles of large reef fish (0/1). (41) "Juvenile_Large_sharks.csv": Longitude (°E); Latitude (°N); Year; Gear (integer factor); Encounter/non-encounter of juveniles of large sharks (0/1). (42) "Juvenile_Menhadens.csv": Longitude (°E); Latitude (°N); Year; Gear (integer factor); Encounter/non-encounter of juveniles of menhadens (0/1). (43) "Juvenile_Pinfish.csv": Longitude (°E); Latitude (°N); Year; Gear (integer factor); Encounter/non-encounter of juveniles of pinfish (0/1). (44) "Juvenile_Pink_shrimp.csv": Longitude (°E); Latitude (°N); Year; Gear (integer factor); Encounter/non-encounter of juveniles of pink shrimp (0/1). (45) "Juvenile_Red_drum.csv": Longitude (°E); Latitude (°N); Year; Gear (integer factor); Encounter/non-encounter of juveniles of red drum (0/1). (46) "Juvenile_Red_grouper.csv": Longitude (°E); Latitude (°N); Year; Gear (integer factor); Encounter/non-encounter of juveniles of red grouper (0/1). (47) "Juvenile_Red_snapper.csv": Longitude (°E); Latitude (°N); Year; Gear (integer factor); Encounter/non-encounter of juveniles of red snapper (0/1). (48) "Juvenile_Sciaenidae.csv": Longitude (°E); Latitude (°N); Year; Gear (integer factor); Encounter/non-encounter of juveniles of Sciaenidae (0/1). (49) "Juvenile_Seatrouts.csv": Longitude (°E); Latitude (°N); Year; Gear (integer factor); Encounter/non-encounter of juveniles of seatrouts (0/1). (50) "Juvenile_Shallow_Serranidae.csv": Longitude (°E); Latitude (°N); Year; Gear (integer factor); Encounter/non-encounter of juveniles of shallow Serranidae (0/1). (51) "Juvenile_Sheepshead.csv": Longitude (°E); Latitude (°N); Year; Gear (integer factor); Encounter/non-encounter of juveniles of sheepshead (0/1). (52) "Juvenile_Snooks.csv": Longitude (°E); Latitude (°N); Year; Gear (integer factor); Encounter/non-encounter of juveniles of snooks (0/1). (53) "Juvenile_Stone_crab.csv": Longitude (°E); Latitude (°N); Year; Gear (integer factor); Encounter/non-encounter of juveniles of stone crab (0/1). (54) "Juvenile_White_shrimp.csv": Longitude (°E); Latitude (°N); Year; Gear (integer factor); Encounter/non-encounter of juveniles of white shrimp (0/1). (55) "Ladyfish.csv": Longitude (°E); Latitude (°N); Year; Gear (integer factor); Encounter/non-encounter of ladyfish (0/1). (56) "Large_pelagic_fish.csv": Longitude (°E); Latitude (°N); Year; Gear (integer factor); Encounter/non-encounter of large pelagic fish (0/1). (57) "Lutjanidae.csv": Longitude (°E); Latitude (°N); Year; Gear (integer factor); Encounter/non-encounter of Lutjanidae (0/1). (58) "Mullets.csv": Longitude (°E); Latitude (°N); Year; Gear (integer factor); Encounter/non-encounter of mullets (0/1). (59) "Other_demersal_fish.csv": Longitude (°E); Latitude (°N); Year; Gear (integer factor); Encounter/non-encounter of other demersal fish (0/1). (60) "Other_shrimps.csv": Longitude (°E); Latitude (°N); Year; Gear (integer factor); Encounter/non-encounter of other shrimps (0/1). (61) "Other_tunas.csv": Longitude (°E); Latitude (°N); Year; Gear (integer factor); Encounter/non-encounter of other tunas (0/1). (62) "Oysters.csv": Longitude (°E); Latitude (°N); Year; Gear (integer factor); Encounter/non-encounter of oysters (0/1). (63) “Scamp.csv": Longitude (°E); Latitude (°N); Year; Gear (integer factor); Encounter/non-encounter of scamp (0/1). (64) “Sessile_filter_feeders.csv": Longitude (°E); Latitude (°N); Year; Gear (integer factor); Encounter/non-encounter of sessile filter feeders (0/1). (65) “Skates_rays.csv": Longitude (°E); Latitude (°N); Year; Gear (integer factor); Encounter/non-encounter of skates and rays (0/1). (66) “Small_demersal_fish.csv": Longitude (°E); Latitude (°N); Year; Gear (integer factor); Encounter/non-encounter of small demersal fish (0/1). (67) “Small_pelagic_fish.csv": Longitude (°E); Latitude (°N); Year; Gear (integer factor); Encounter/non-encounter of small pelagic fish (0/1). (68) “Small_reef_fish.csv": Longitude (°E); Latitude (°N); Year; Gear (integer factor); Encounter/non-encounter of small reef fish (0/1). (69) “Small_sharks.csv": Longitude (°E); Latitude (°N); Year; Gear (integer factor); Encounter/non-encounter of small sharks (0/1). (70) “Spanish_mackerel.csv": Longitude (°E); Latitude (°N); Year; Gear (integer factor); Encounter/non-encounter of Spanish mackerel (0/1). (71) “Spanish_sardine.csv": Longitude (°E); Latitude (°N); Year; Gear (integer factor); Encounter/non-encounter of Spanish sardine (0/1). (72) “Squids.csv": Longitude (°E); Latitude (°N); Year; Gear (integer factor); Encounter/non-encounter of squids (0/1). (73) “Swordfish.csv": Longitude (°E); Latitude (°N); Year; Gear (integer factor); Encounter/non-encounter of swordfish (0/1). (74) “Vermilion_snapper.csv": Longitude (°E); Latitude (°N); Year; Gear (integer factor); Encounter/non-encounter of vermilion snapper (0/1). (75) “White_marlin.csv": Longitude (°E); Latitude (°N); Year; Gear (integer factor); Encounter/non-encounter of white marlin (0/1). (76) “Yellowfin_tuna.csv": Longitude (°E); Latitude (°N); Year; Gear (integer factor); Encounter/non-encounter of yellowfin tuna (0/1).
Methods:
Thirty-seven different survey datasets provided data for the 76 files provided here; an alias was assigned to each of these 37 survey datasets: (1) Alabama Marine Resources Division (AMRD) Fisheries Assessment and Monitoring Program (FAMP) Gillnet Survey (Alias: ALGILL). (2) National Marine Fisheries Service (NMFS) Bottom Longline Survey (Alias: BLL). (3) Deep Pelagic Nekton Dynamics of the Gulf of Mexico (DEEPEND) Survey (Alias: DEEPEND). (4) Northern GOM Continental Slope Habitats and Benthic Ecology Study (DGoMB) Survey (Alias: DGOMB). (5) NMFS Expanded Annual Stock Assessment (EASA) Survey – Longline (Alias: EASALL). (6) NMFS EASA Survey – Vertical Line (Alias: EASAVL). (7) Fish and Wildlife Research Institute (FWRI) Bay Seine Survey (Alias: FLBAY). (8) FWRI Haul Seine Survey (Alias: FLHAUL). (9) FWRI For-Hire At-Sea Observer Program (Alias: FLOBS). (10) FWRI Purse Seine Survey (Alias: FLPURSE). (11) FWRI Reef Fish Trap Survey (Alias: FLTRAP). (12) FWRI Trawl Survey (Alias: FLTRAWL). (13) FWRI Reef Fish Video Survey (Alias: FLVIDEO). (14) Gulf of Mexico Fisheries Information Network (GulfFIN) Head Boat Port Sampling Program (Alias: GULFFINPORT). (15) NMFS Gulf of Mexico Shark Pupping and Nursery (GULFSPAN) Survey (Alias: GULFSPAN). (16) Southeast Area Monitoring and Assessment Program (SEAMAP) Gulf of Mexico Inshore Bottom Longline Survey (Alias: INBLL). (17) Louisiana Department of Wildlife and Fisheries (LDWF) Vertical Line Survey (Alias: LAVL). (18) Mississippi Department of Marine Resources (MDMR) Sport Fish Shark Gillnet Survey (Alias: MSGILL). (19) MDMR Sport Fish Shark Handline Survey (Alias: MSHAND). (20) MDMR Fisheries Assessment and Monitoring (FAM) Trawl Survey (Alias: MSTRAWL). (21) NMFS Southeast Gillnet Observer Program (Alias: OBSGILL). (22) Reef Fish Bottom Longline Observer Program (Alias: OBSLL). (23) Southeastern Shrimp Fisheries Observer Coverage Program (Alias: OBSSHRIMP). (24) Reef Fish Vertical Line Observer Program (Alias: OBSVL). (25) NMFS Panama City Trap Survey (Alias: PCTRAP). (26) NMFS Panama City Video Survey (Alias: PCVIDEO). (27) NMFS Pelagic Observer Program (Alias: POP). (28) Reef Environmental Education Foundation (REEF) Fish Survey Project (Alias: REEF). (29) NMFS Shark Bottom Longline Observer Program (Alias: SBLOP). (30) NMFS Small Pelagics Survey (Alias: SMALLPEL). (31) SEAMAP Groundfish/Trawl Survey (Alias: TRAWL). (32) Texas Parks and Wildlife Department (TPWD) Bottom Longline Survey (Alias: TXBLL). (33) TPWD Gillnet Survey (Alias: TXGILL). (34) TPWD Seine Survey (Alias: TXSEINE). (35) TPWD Trawl Survey (Alias: TXTRAWL). (36) SEAMAP Reef Fish Video Survey (Alias: VIDEO). (37) SEAMAP Gulf of Mexico Vertical Longline Survey (Alias: VL). Here are the details of the survey data (survey datasets and years) used to generate the 76 files included in the present database: (1) "Adult_Benthic_feeding_sharks.csv": Survey datasets (aliases): BLL, EASALL, FLHAUL, GULFSPAN, POP, SMALLPEL, TRAWL, TXGILL. Years: 2000-2015. (2) "Adult_Black_drum.csv": Survey datasets (aliases): FLHAUL, TXGILL, TXTRAWL. Years: 2000-2015. (3) "Adult_Blacktip_shark.csv": Survey datasets (aliases): BLL, EASALL, GULFSPAN, MSGILL, SBLOP, TXBLL. Years: 2000-2015. (4) "Adult_Brown_shrimp.csv": Survey datasets (aliases): MSTRAWL, SMALLPEL, TRAWL, TXSEINE, TXTRAWL. Years: 2000-2015. (5) "Adult_Deep_Serranidae.csv": Survey datasets (aliases): BLL, EASALL, OBSLL, OBSVL, SBLOP, SMALLPEL, TRAWL. Years: 2000-2015. (6) "Adult_Gag.csv": Survey datasets (aliases): FLOBS, OBSLL, OBSVL, SBLOP. Years: 2000-2016. (7) "Adult_Large_reef_fish.csv": Survey datasets (aliases): BLL, EASAVL, FLHAUL, FLOBS, FLPURSE, FLTRAWL, OBSLL, OBSVL, POP, SBLOP, SMALLPEL, TRAWL, TXGILL, TXTRAWL, VL. Years: 2000-2016. (8) "Adult_Large_sharks.csv": Survey datasets (aliases): BLL, EASALL, GULFSPAN, INBLL, MSGILL, POP, SBLOP, TXGILL. Years: 2000-2015. (9) "Adult_Menhadens.csv": Survey datasets (aliases): ALGILL, FLHAUL, FLPURSE, GULFSPAN, TRAWL, TXGILL, TXTRAWL. Years: 2000-2015. (10) "Adult_Pinfish.csv": Survey datasets (aliases): ALGILL, FLBAY, FLHAUL, FLPURSE, FLTRAP, FLTRAWL, OBSVL, SMALLPEL, TRAWL, TXGILL, TXSEINE, TXTRAWL. Years: 2000-2015. (11) "Adult_Pink_shrimp.csv": Survey datasets (aliases): SMALLPEL, TRAWL, TXTRAWL. Years: 2000-2015. (12) "Adult_Red_drum.csv": Survey datasets (aliases): FLHAUL, OBSVL, TRAWL, TXGILL. Years: 2000-2015. (13) "Adult_Red_grouper.csv": Survey datasets (aliases): BLL, EASALL, FLOBS, FLTRAP, OBSVL, PCTRAP, PCVIDEO, TRAWL, VIDEO. Years: 2000-2016. (14) "Adult_Red_snapper.csv": Survey datasets (aliases): BLL, EASALL, FLOBS, FLTRAP, INBLL, LAVL, OBSLL, OBSSHRIMP, OBSVL, PCTRAP, PCVIDEO, SBLOP, SMALLPEL, TRAWL, VIDEO, VL. Years: 2000-2016. (15) "Adult_Sciaenidae.csv": Survey datasets (aliases): ALGILL, FLBAY, FLHAUL, FLPURSE, FLTRAWL, SMALLPEL, TRAWL, TXGILL, TXSEINE, TXTRAWL. Years: 2000-2015. (16) "Adult_Seatrouts.csv": Survey datasets (aliases): ALGILL, FLHAUL, GULFSPAN, MSTRAWL, OBSVL, SMALLPEL, TRAWL, TXGILL, TXSEINE, TXTRAWL. Years: 2000-2015. (17) "Adult_Shallow_Serranidae.csv": Survey datasets (aliases): EASAVL, FLOBS, FLTRAP, FLTRAWL, OBSLL, OBSVL, PCTRAP, SBLOP, SMALLPEL, TRAWL, TXTRAWL. Years: 2000-2016. (18) "Adult_Sheepshead.csv": Survey datasets (aliases): ALGILL, FLBAY, FLHAUL, FLTRAWL, TXGILL, TXSEINE, TXTRAWL. Years: 2000-2015. (19) "Adult_Snooks.csv": Survey datasets (aliases): FLBAY, FLHAUL, TXGILL. Years: 2000-2015. (20) "Adult_Stone_crab.csv": Survey datasets (aliases): FLHAUL, FLTRAWL, TXGILL, TXSEINE, TXTRAWL. Years: 2000-2015. (21) "Adult_White_shrimp.csv": Survey datasets (aliases): MSTRAWL, TRAWL, TXTRAWL. Years: 2000-2015. (22) "Bioeroding_fish.csv": Survey datasets (aliases): FLBAY, FLHAUL, FLPURSE, FLTRAWL, TRAWL. Years: 2000-2015. (23) "Bivalves.csv": Survey datasets (aliases): FLBAY, FLHAUL, FLTRAWL, OBSSHRIMP, SMALLPEL, TRAWL, TXGILL, TXSEINE, TXTRAWL. Years: 2000-2015. (24) "Blue_crab.csv": Survey datasets (aliases): FLBAY, FLHAUL, FLPURSE, FLTRAWL, MSTRAWL, OBSSHRIMP, SMALLPEL, TRAWL, TXGILL, TXSEINE, TXTRAWL. Years: 2000-2015. (25) "Bluefin_tuna.csv": Survey datasets (aliases): POP. Years: 2000-2015. (26) "Carnivorous_macrobenthos.csv": Survey datasets (aliases): OBSSHRIMP, SMALLPEL, TRAWL, TXSEINE, TXTRAWL. Years: 2000-2015. (27) "Crabs_lobsters.csv": Survey datasets (aliases): SMALLPEL, TRAWL, TXSEINE, TXTRAWL. Years: 2000-2015. (28) "Deep_water_fish.csv": Survey datasets (aliases): BLL, DGOMB, EASALL, OBSLL, OBSVL, SBLOP, TRAWL, VIDEO. Years: 2000-2016. (29) "Flatfish.csv": Survey datasets (aliases): ALGILL, FLBAY, FLHAUL, FLTRAWL, FLVIDEO, MSTRAWL, OBSLL, REEF, SMALLPEL, TRAWL, TXSEINE, TXTRAWL. Years: 2000-2015. (30) "Herbivorous_echinoderms.csv": Survey datasets (aliases): OBSSHRIMP, SMALLPEL, TRAWL, TXTRAWL. Years: 2000-2015. (31) "Infaunal_meiobenthos.csv": Survey datasets (aliases): DEEPEND, SMALLPEL, TRAWL, TXTRAWL. Years: 2001, 2004, 2006-2016. (32) "Jacks.csv": Survey datasets (aliases): ALGILL, FLBAY, FLHAUL, FLOBS, FLPURSE, FLTRAWL, FLVIDEO, GULFSPAN, LAVL, MSTRAWL, OBSLL, OBSSHRIMP, OBSVL, PCVIDEO, POP, SBLOP, SMALLPEL, TRAWL, TXGILL, TXSEINE, TXTRAWL, VIDEO, VL. Years: 2000-2016. (33) "Jellyfish.csv": Survey datasets (aliases): FLHAUL, FLTRAWL, MSTRAWL, TRAWL, TXSEINE, TXTRAWL. Years: 2000-2015. (34) "Juvenile_Benthic_feeding_sharks.csv": Survey datasets (aliases): BLL, EASALL, FLHAUL, FLPURSE, GULFSPAN, POP, SMALLPEL, TRAWL, TXGILL, TXTRAWL. Years: 2000-2015. (35) "Juvenile_Black_drum.csv": Survey datasets (aliases): ALGILL, FLBAY, FLHAUL, FLTRAWL, TXGILL, TXSEINE, TXTRAWL. Years: 2000-2015. (36) "Juvenile_Blacktip_shark.csv": Survey datasets (aliases): BLL, EASALL, GULFSPAN, MSGILL, MSHAND, SBLOP. Years: 2000-2015. (37) "Juvenile_Brown_shrimp.csv": Survey datasets (aliases): FLBAY, FLHAUL, FLTRAWL, MSTRAWL, TRAWL, TXSEINE, TXTRAWL. Years: 2000-2015. (38) "Juvenile_Deep_Serranidae.csv": Survey datasets (aliases): OBSLL, OBSVL, SBLOP, SMALLPEL, TRAWL. Years: 2000-2015. (39) "Juvenile_Gag.csv": Survey datasets (aliases): FLBAY, FLHAUL, FLOBS, FLPURSE, FLTRAWL, OBSVL, PCTRAP. Years: 2000-2016. (40) "Juvenile_Large_reef_fish.csv": Survey datasets (aliases): FLBAY, FLHAUL, FLPURSE, FLTRAWL, OBSVL, SMALLPEL, TRAWL, TXGILL, TXSEINE, TXTRAWL, VIDEO. Years: 2000-2015. (41) "Juvenile_Large_sharks.csv": Survey datasets (aliases): ALGILL, BLL, EASALL, FLHAUL, GULFSPAN, INBLL, MSGILL, POP, SBLOP, TRAWL, TXGILL. Years: 2000-2015. (42) "Juvenile_Menhadens.csv": Survey datasets (aliases): ALGILL, FLBAY, FLHAUL, FLPURSE, FLTRAWL, MSTRAWL, TRAWL, TXGILL, TXSEINE, TXTRAWL Years: 2000-2015. (43) "Juvenile_Pinfish.csv": Survey datasets (aliases): ALGILL, FLBAY, FLHAUL, FLPURSE, FLTRAWL, SMALLPEL, TRAWL, TXGILL, TXSEINE, TXTRAWL. Years: 2000-2015. (44) "Juvenile_Pink_shrimp.csv": Survey datasets (aliases): FLBAY, FLHAUL, FLTRAWL, TRAWL, TXSEINE, TXTRAWL. Years: 2000-2015. (45) "Juvenile_Red_drum.csv": Survey datasets (aliases): ALGILL, FLBAY, FLHAUL, FLTRAWL, TXGILL, TXSEINE, TXTRAWL. Years: 2000-2015. (46) "Juvenile_Red_grouper.csv": Survey datasets (aliases): FLOBS, FLTRAP, FLTRAWL, OBSLL, OBSVL, PCTRAP, SBLOP, TRAWL. Years: 2004, 2006-2016. (47) "Juvenile_Red_snapper.csv": Survey datasets (aliases): EASAVL, FLOBS, LAVL, OBSSHRIMP, OBSVL, PCTRAP, SMALLPEL, TRAWL, TXTRAWL, VL. Years: 2000-2016. (48) "Juvenile_Sciaenidae.csv": Survey datasets (aliases): ALGILL, FLBAY, FLHAUL, FLPURSE, FLTRAWL, SMALLPEL, TRAWL, TXGILL, TXSEINE, TXTRAWL. Years: 2000-2015. (49) "Juvenile_Seatrouts.csv": Survey datasets (aliases): FLBAY, FLHAUL, FLTRAWL, MSTRAWL, TRAWL, TXGILL, TXSEINE, TXTRAWL. Years: 2000-2015. (50) "Juvenile_Shallow_Serranidae.csv": Survey datasets (aliases): FLBAY, FLHAUL, FLOBS, FLTRAP, FLTRAWL, OBSLL, OBSVL, PCTRAP, SMALLPEL, TRAWL, TXTRAWL. Years: 2000-2016. (51) "Juvenile_Sheepshead.csv": Survey datasets (aliases): FLBAY, FLHAUL, FLTRAWL, TXGILL, TXSEINE, TXTRAWL. Years: 2000-2015. (52) "Juvenile_Snooks.csv": Survey datasets (aliases): FLBAY, FLHAUL, FLTRAWL, TXGILL. Years: 2000-2015. (53) "Juvenile_Stone_crab.csv": Survey datasets (aliases): FLBAY, FLTRAWL, TXSEINE, TXTRAWL. Years: 2000-2015. (54) "Juvenile_White_shrimp.csv": Survey datasets (aliases): FLBAY, FLHAUL, FLTRAWL, MSTRAWL, TRAWL, TXGILL, TXSEINE, TXTRAWL. Years: 2000-2015. (55) "Ladyfish.csv": Survey datasets (aliases): ALGILL, FLBAY, FLHAUL, FLPURSE, FLTRAWL, GULFSPAN, TXGILL, TXSEINE, TXTRAWL. Years: 2000-2015. (56) "Large_pelagic_fish.csv": Survey datasets (aliases): ALGILL, BLL, FLBAY, FLHAUL, FLOBS, FLPURSE, FLTRAWL, GULFSPAN, OBSLL, OBSVL, PCTRAP, SBLOP, SMALLPEL, TRAWL, TXGILL, TXSEINE, TXTRAWL. Years: 2000-2016. (57) "Lutjanidae.csv": Survey datasets (aliases): FLBAY, FLHAUL, FLOBS, FLPURSE, FLTRAP, FLTRAWL, OBSLL, OBSVL, PCTRAP, PCVIDEO, SBLOP, TRAWL, TXGILL, TXSEINE, TXTRAWL, VIDEO. Years: 2000-2016. (58) "Mullets.csv": Survey datasets (aliases): ALGILL, FLBAY, FLHAUL, TXGILL, TXSEINE, TXTRAWL. Years: 2000-2015. (59) "Other_demersal_fish.csv": Survey datasets (aliases): ALGILL, BLL, FLHAUL, FLOBS, FLVIDEO, INBLL, MSTRAWL, OBSLL, OBSSHRIMP, OBSVL, PCTRAP, PCVIDEO, POP, REEF, SBLOP, TXBLL, TXSEINE, TXTRAWL, VIDEO. Years: 2000-2016. (60) "Other_shrimps.csv": Survey datasets (aliases): FLBAY, FLTRAWL, MSTRAWL, SMALLPEL, TRAWL, TXSEINE, TXTRAWL. Years: 2000-2015. (61) "Other_tunas.csv": Survey datasets (aliases): GULFFINPORT, OBSLL, POP. Years: 2000-2015. (62) "Oysters.csv": Survey datasets (aliases): FLBAY, FLHAUL, FLTRAWL, TXGILL, TXSEINE, TXTRAWL. Years: 2000-2015. (63) “Scamp.csv": Survey datasets (aliases): FLOBS, OBSLL, OBVL, PCTRAP, PCVIDEO, SBLOP, TRAWL, VIDEO. Years: 2000-2016. (64) “Sessile_filter_feeders.csv": Survey datasets (aliases): OBSSHRIMP, SMALLPEL, TRAWL, TXGILL, TXSEINE, TXTRAWL, VIDEO. Years: 2000-2016. (65) “Skates_rays.csv": Survey datasets (aliases): ALGILL, BLL, FLBAY, FLHAUL, FLPURSE, FLTRAWL, GULFSPAN, INBLL, OBSLL, OBSSHRIMP, POP, REEF, SBLOP, SMALLPEL, TRAWL, TXGILL, TXSEINE, TXTRAWL. Years: 2000-2015. (66) “Small_demersal_fish.csv": Survey datasets (aliases): ALGILL, FLBAY, FLHAUL, PLPURSE, FLVIDEO, MSTRAWL, OBSSHRIMP, PCVIDEO, REEF, SMALLPEL, TRAWL, TXGILL, TXSEINE, TXTRAWL, VIDEO. Years: 2000-2015. (67) “Small_pelagic_fish.csv": Survey datasets (aliases): ALGILL, FLBAY, FLHAUL, FLOBS, FLPURSE, FLTRAWL, FLVIDEO, GULFSPAN, MSTRAWL, OBSSHRIMP, SMALLPEL, TRAWL, TXGILL, TXSEINE, TXTRAWL. Years: 2000-2015. (68) “Small_reef_fish.csv": Survey datasets (aliases): FLBAY, FLHAUL, FLOBS, FLPURSE, FLTRAP, FLTRAWL, FLVIDEO, OBSLL, OBSSHRIMP, OBSVL, PCTRAP, PCVIDEO, SMALLPEL, TRAWL, TXSEINE, TXTRAWL, VIDEO. Years: 2000-2016. (69) “Small_sharks.csv": Survey datasets (aliases): BLL, EASALL, FLHAUL, FLOBS, GULFSPAN, INBLL, OBSLL, OBSSHRIMP, OBSVL, SBLOP, SMALLPEL, TRAWL, TXBLL, TXGILL, TXTRAWL. Years: 2000-2016. (70) “Spanish_mackerel.csv": Survey datasets (aliases): ALGILL, FLBAY, FLHAUL, FLPURSE, GULFSPAN, OBSSHRIMP, TRAWL, TXGILL, TXTRAWL. Years: 2000-2015. (71) “Spanish_sardine.csv": Survey datasets (aliases): FLBAY, OBSSHRIMP, TRAWL. Years: 2000-2015. (72) “Squids.csv": Survey datasets (aliases): FLTRAWL, MSTRAWL, OBSSHRIMP, SMALLPEL, TRAWL, TXSEINE, TXTRAWL. Years: 2000-2015. (73) “Swordfish.csv": Survey datasets (aliases): OBSLL, POP. Years: 2000-2015. (74) “Vermilion_snapper.csv": Survey datasets (aliases): EASAVL, FLOBS, FLTRAP, FLVIDEO, OBSLL, OBSSHRIMP, OBSVL, PCTRAP, PCVIDEO, REEF, SBLOP, SMALLPEL, TRAWL, VIDEO, VL. Years: 2000-2016. (75) “White_marlin.csv": Survey datasets (aliases): POP. Years: 2000-2015. (76) “Yellowfin_tuna.csv": Survey datasets (aliases): GULFFINPORT, POP. Years: 2000-2015.