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Using extreme gradient boosting (XGBoost) to evaluate the importance of a suite of environmental variables and to predict recruitment of young-of-the-year spotted seatrout in Florida

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

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Effects of river regulation and diversion on marine fish and invertebrates
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FISH RECRUITMENT IS INFLUENCED BY RIVER FLOWS AND FLOODPLAIN INUNDATION AT APALACHICOLA RIVER, FLORIDA
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Mixed effects models and extensions in ecology with R
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Quantitative Fisheries Stock Assessment
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The Early Life History of Fish
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Effects of Reduced Oxygen on Embryos and Larvae of the White Sucker, Coho Salmon, Brook Trout, and Walleye
inferredcites →https://doi.org/10.1007/bf00001722openalex-snapshot
Spawning site selection by spotted seatrout,Cynoscion nebulosus, and black drum,Pogonias cromis, in Louisiana
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Dynamics of marine ecosystems: Biological-physical interactions in the ocean
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Climatic effects on the growth of a temperate reef fish from the Southern Hemisphere: a biochronological approach
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Toward Reversal of Eutrophic Conditions in a Subtropical Estuary: Water Quality and Seagrass Response to Nitrogen Loading Reductions in Tampa Bay, Florida, USA
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Environmental variability and fisheries: what can models do?
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Deep-sea geohazards in the South China Sea
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FVID: Fishing Vessel Type Identification Based on VMS Trajectories
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Effects of a Persistent Red Tide (Karenia brevis) Bloom on Community Structure and Species-Specific Relative Abundance of Nekton in a Gulf of Mexico Estuary
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Variation in Estuarine Consumer Communities Along An Assembled Eutrophication Gradient: Implications for Trophic Instability
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Juvenile Spotted Seatrout (Cynoscion nebulosus) Habitat Use in an Eastern Gulf of Mexico Estuary: The Effects of Seagrass Bed Architecture, Seagrass Species Composition, and Varying Degrees of Freshwater Influence
inferredcites →https://doi.org/10.1007/s12237-015-0027-3openalex-snapshot
Spatial Distribution–Abundance Relationships in Juvenile (Age 0) Red Drum (Sciaenops ocellatus) and Spotted Seatrout (Cynoscion nebulosus). I: Influence of Freshwater Inflow
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Using ecosystem modeling to evaluate trade-offs in coastal management: Effects of large-scale river diversions on fish and fisheries
inferredcites →https://doi.org/10.1016/j.fishres.2011.07.008openalex-snapshot
Spatio-temporal predictive model based on environmental factors for juvenile spotted seatrout in Texas estuaries using boosted regression trees
inferredcites →https://doi.org/10.1016/j.icesjms.2003.10.009openalex-snapshot
A temperature-dependent reproductive model for spotted seatrout (Cynoscion nebulosus) explaining spatio-temporal variations in reproduction and young-of-the-year recruitment in Florida estuaries
inferredcites →https://doi.org/10.1016/j.icesjms.2006.01.001openalex-snapshot
Measuring the strength of environment–recruitment relationships: the importance of including predictor screening within cross-validations
inferredcites →https://doi.org/10.1016/s0301-4797(02)00220-7openalex-snapshot
Watershed scale assessment of nitrogen and phosphorus loadings in the Indian River Lagoon basin, Florida
inferredcites →https://doi.org/10.1016/s1546-5098(08)60085-0openalex-snapshot
4 The Effects of Salinity on the Eggs and Larvae of Teleosts
inferredcites →https://doi.org/10.1016/s1546-5098(08)60146-6openalex-snapshot
The Effect of Environmental Factors on the Physiology of Fish
inferredcites →https://doi.org/10.1023/a:1008828730759openalex-snapshot
When Do Environment–recruitment Correlations Work?
inferredcites →https://doi.org/10.1023/a:1021396719733openalex-snapshot
The influence of turbidity on growth and survival of fish larvae: a numerical analysis
inferredcites →https://doi.org/10.1046/j.1095-8649.2003.00125.xopenalex-snapshot
River flow and fish abundance in a South African estuary
inferredcites →https://doi.org/10.1071/mf07077openalex-snapshot
Effects of freshwater flow on the year-class strength of a non-diadromous estuarine finfish, king threadfin (Polydactylus macrochir), in a dry-tropical estuary
inferredcites →https://doi.org/10.1071/mf10002openalex-snapshot
Multi-year comparisons of fish recruitment, growth and production in two drought-affected Iberian estuaries
inferredcites →https://doi.org/10.1073/pnas.1214879110openalex-snapshot
Frequency and intensity of productivity regime shifts in marine fish stocks
inferredcites →https://doi.org/10.1080/10641262.2011.560690openalex-snapshot
Freshwater Flow and Fisheries Production in Estuarine and Coastal Systems: Where a Drop of Rain Is Not Lost
inferredcites →https://doi.org/10.1080/19425120.2015.1079577openalex-snapshot
Two-Stage Boosted Regression Tree Model to Characterize Southern Flounder Distribution in Texas Estuaries at Varying Population Sizes
inferredcites →https://doi.org/10.1111/faf.12093openalex-snapshot
Ecosystem models for fisheries management: finding the sweet spot
inferredcites →https://doi.org/10.1111/j.1095-8649.1991.tb04382.xopenalex-snapshot
Age‐linked changes in salinity tolerance of larval spotted seatrout (Cynoscion nebulosus, Cuvier)
inferredcites →https://doi.org/10.1111/j.1095-8649.2004.00374.xopenalex-snapshot
Effect of body size, temperature, and salinity on the routine metabolism of larval and juvenile spotted seatrout
inferredcites →https://doi.org/10.1111/j.1365-2656.2008.01390.xopenalex-snapshot
A working guide to boosted regression trees
inferredcites →https://doi.org/10.1111/j.2005.0906-7590.04112.xopenalex-snapshot
The concepts of bias, precision and accuracy, and their use in testing the performance of species richness estimators, with a literature review of estimator performance
inferredcites →https://doi.org/10.1126/science.76.1967.233openalex-snapshot
Should Scientific Discoveries Be Patented?
inferredcites →https://doi.org/10.1126/science.aat7526openalex-snapshot
A continental system for forecasting bird migration
inferredcites →https://doi.org/10.1139/cjfas-56-3-516openalex-snapshot
The regime concept and natural trends in the production of Pacific salmon
inferredcites →https://doi.org/10.1139/f00-022openalex-snapshot
Energetic consequences of reproduction in Atlantic cod (Gadus morhua) in relation to spawning level of somatic energy reserves
inferredcites →https://doi.org/10.1139/f03-057openalex-snapshot
Fish recruitment on floodplains: the roles of patterns of flooding and life history characteristics
inferredcites →https://doi.org/10.1145/2939672.2939785openalex-snapshot
XGBoost
inferredcites →https://doi.org/10.1201/9781420040791openalex-snapshot
Biology of the Spotted Seatrout
inferredcites →https://doi.org/10.1201/9781420040791-14openalex-snapshot
Sound Production and Communication in the Spotted Seatrout
inferredcites →https://doi.org/10.1201/9781420040791.ch11openalex-snapshot
Sound Production and Communication in the Spotted Seatrout
inferredcites →https://doi.org/10.1201/9781420040791.ch5openalex-snapshot
Age Determination and Growth of Spotted Seatrout, Cynoscion nebulosus (Pisces Sciaenidae)
inferredcites →https://doi.org/10.1201/9781420040791.ch8openalex-snapshot
The Reproductive Biology of Spotted Seatrout
inferredcites →https://doi.org/10.1201/9781420040791.ch9openalex-snapshot
Effects of Variable Salinity on Reproduction and Early Life Stages of Spotted Seatrout
inferredcites →https://doi.org/10.1201/9781482275247openalex-snapshot
Eutrophication Processes in Coastal Systems
inferredcites →https://doi.org/10.1214/aos/1013203451openalex-snapshot
Greedy function approximation: A gradient boosting machine.
inferredcites →https://doi.org/10.1525/california/9780520249721.001.0001openalex-snapshot
Early Life History of Marine Fishes
inferredcites →https://doi.org/10.1577/1548-8640(1991)053<0081:eotaho>2.3.co;2openalex-snapshot
Effect of Temperature and Hypersalinity on Hatching Success of Spotted Seatrout Eggs
inferredcites →https://doi.org/10.1577/t07-106.1openalex-snapshot
Using a Passive Acoustic Survey to Identify Spotted Seatrout Spawning Sites and Associated Habitat in Tampa Bay, Florida
inferredcites →https://doi.org/10.1577/t09-180.1openalex-snapshot
Relative Abundance, Growth, and Mortality of Five Age‐0 Estuarine Fishes in Relation to Discharge of the Suwannee River, Florida
inferredcites →https://doi.org/10.1890/0012-9658(2000)081[3178:cartap]2.0.co;2openalex-snapshot
CLASSIFICATION AND REGRESSION TREES: A POWERFUL YET SIMPLE TECHNIQUE FOR ECOLOGICAL DATA ANALYSIS
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WHY ARE QUANTITATIVE RELATIONSHIPS BETWEEN ENVIRONMENTAL QUALITY AND FISH POPULATIONS SO ELUSIVE?
inferredcites →https://doi.org/10.2307/1351501openalex-snapshot
Early Life History of Spotted Seatrout, Cynoscion nebulosus (Pisces: Sciaenidae), in Tampa Bay, Florida
inferredcites →https://doi.org/10.2307/1352247openalex-snapshot
Nutrient and Phytoplankton Dynamics in a Sewage-Impacted Gulf Coast Estuary: A Field Test of the PEG-Model and Equilibrium Resource Competition Theory
inferredcites →https://doi.org/10.2307/2260704openalex-snapshot
Dynamics of Marine Ecosystems: Biological--Physical Interactions in the Oceans.
inferredcites →https://doi.org/10.2307/2288003openalex-snapshot
Classification and Regression Trees.
inferredcites →https://doi.org/10.32473/edis-fe1019-2018openalex-snapshot
Handbook of Florida Water Regulation: Florida Springs and Aquifer Protection Act
inferredcites →https://doi.org/10.32473/edis-fe594-2005openalex-snapshot
Handbook of Florida Water Regulation: Water Management Districts
inferredcites →https://doi.org/10.3354/meps08177openalex-snapshot
Variability in transport of fish eggs and larvae. III. Effects of hydrodynamics and larval behaviour on recruitment in plaice
inferredcites →https://doi.org/10.3354/meps08262openalex-snapshot
Defining a spawning population (spotted seatrout Cynoscion nebulosus) over temporal, spatial, and demographic scales
inferredcites →https://doi.org/10.3354/meps104235openalex-snapshot
Effects of low dissolved oxygen on predation on estuarine fish larvae
inferredcites →https://doi.org/10.3354/meps178039openalex-snapshot
Linking water quality to larval survival:predation mortality of fish larvae in an oxygen-stratified water column
inferredcites →https://doi.org/10.3354/meps243039openalex-snapshot
Effects of freshwater flow on abundance of estuarine organisms: physical effects or trophic linkages?
inferredcites →https://doi.org/10.3354/meps321267openalex-snapshot
Variation in demersal fish species richness in the oceans surrounding New Zealand: an analysis using boosted regression trees
inferredcites →https://doi.org/10.4018/978-1-59140-557-3.ch027openalex-snapshot
Classification and Regression Trees
inferredcites →https://doi.org/10.4319/lo.2006.51.1_part_2.0518openalex-snapshot
Paleo‐indicators and water quality change in the Charlotte Harbor Estuary (Florida)
inferredcites →https://doi.org/10.5670/oceanog.2007.27openalex-snapshot
Larval Transport and Dispersal in the Coastal Ocean and Consequences for Population Connectivity
inferredcites →https://doi.org/10.5860/choice.47-2003openalex-snapshot
Early life history of marine fishes

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Incoming claims: where this work appears in other papers’ reference lists and arguments.

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