Variation in demersal fish species richness in the oceans surrounding New Zealand: an analysis using boosted regression trees

No abstract is available for this paper.

• Publication year

  2006

• Venue

  Marine Ecology Progress Series

• Publication date

  2006-09-08

• Fields of study

  Environmental Science

• Identifiers
  DOI 10.3354/MEPS321267
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• Novel methods improve prediction of species' distributions from occurrence data

  2006cited by this paper
• Development of a robust classifier of freshwater residence in barramundi (Lates calcarifer) life histories using elemental ratios in scales and boosted regression trees

  2005cited by this paper
• An introduction to the predictive technique AdaBoost with a comparison to generalized additive models

  2005cited by this paper
• Fish species composition on seamounts and adjacent slope in New Zealand waters

  2004cited by this paper
• Classification of remotely sensed imagery using stochastic gradient boosting as a refinement of classification tree analysis

  2004cited by this paper
• Examining the importance of consistency in multi-vessel trawl survey design based on the U.S. west coast groundfish bottom trawl survey

  2004cited by this paper
• A Successful Predictive Model of Species Richness Based on Indicator Species

  2004cited by this paper
• The influence of bottom type and shelf position on biodiversity of tropical fish inside a recently enlarged marine reserve

  2004cited by this paper
• Comparison of statistical methods commonly used in predictive modelling

  2004cited by this paper
• Extended statistical approaches to modelling spatial pattern in biodiversity in northeast New South Wales. I. Species-level modelling

  2004cited by this paper
• A review of approaches for classifying benthic habitats and evaluating habitat quality.

  2004cited by this paper
• Wave hindcast for the New Zealand region: Deep‐water wave climate

  2003cited by this paper
• Bridging the Gap between Different Statistical Approaches: An Integrated Framework for Modelling

  2003cited by this paper
• ENERGY, WATER, AND BROAD‐SCALE GEOGRAPHIC PATTERNS OF SPECIES RICHNESS

  2003cited by this paper
• Pattern of distribution and diversity of demersal assemblages in the central Mediterranean Sea

  2003cited by this paper
• Marine fish diversity on the Scotian Shelf, Canada

  2003cited by this paper
• Multiple additive regression trees with application in epidemiology

  2003influential reference
• Variability in benthic biomass and activity beneath the Subtropical Front, Chatham Rise, SW Pacific Ocean

  2003cited by this paper
• Spatial prediction of species distribution: an interface between ecological theory and statistical modelling

  2002cited by this paper
• Stochastic gradient boosting

  2002cited by this paper
• Fish assemblages in the Hauraki Gulf, New Zealand

  2002cited by this paper
• COMPARISON OF STATISTICAL APPROACHES FOR MODELING FISH SPECIES DISTRIBUTIONS

  2002cited by this paper
• Spatial and temporal patterns in the demersal fish community on the shelf and upper slope regions of the Gulf of Alaska

  2002cited by this paper
• New Zealand Demersal Fish Assemblages

  2002influential reference
• Extended statistical approaches to modelling spatial pattern in biodiversity in northeast New South Wales. II. Community-level modelling

  2002cited by this paper
• Species richness of marine soft sediments

  2002cited by this paper
• Demersal fish assemblages along the continental shelf and upper slope of the east coast of the South Island, New Zealand

  2002cited by this paper
• Marine diversity: the paradigms in patterns of species richness examined*

  2001cited by this paper
• Temporal variability in phytodetritus and megabenthic activity at the seabed in the deep northeast Atlantic

  2001cited by this paper
• Greedy function approximation: A gradient boosting machine.

  2001influential reference
• Evaluation of Museum Collection Data for Use in Biodiversity Assessment

  2001cited by this paper
• Spatially explicit analysis of estuarine habitat for juvenile winter flounder: combining generalized additive models and geographic information systems

  2001cited by this paper
• Phytoplankton distributions around New Zealand derived from SeaWiFS remotely‐sensed ocean colour data

  2001cited by this paper
• Ocean tides around New Zealand

  2001cited by this paper
• Upper‐slope fish communities on the Chatham Rise, New Zealand, 1992–99

  2001cited by this paper
• Using abiotic data for conservation assessments over extensive regions : quantitative methods applied across New South Wales, Australia

  2000cited by this paper
• Classification and Regression Trees

  2000cited by this paper
• Special Invited Paper-Additive logistic regression: A statistical view of boosting

  2000cited by this paper
• Links between climate variation and the year class strength of New Zealand hoki (Macruronus novaezelandiae) Hector

  2000cited by this paper
• Systematic conservation planning

  2000cited by this paper
• Predictive habitat distribution models in ecology

  2000cited by this paper
• The potential contribution of vegetation ecology to biodiversity research

  1999cited by this paper
• Large scale characterization of intertidal communities using a predictive model

  1999cited by this paper
• SELECTING MARINE RESERVES USING HABITATS AND SPECIES ASSEMBLAGES AS SURROGATES FOR BIOLOGICAL DIVERSITY

  1999cited by this paper
• On the use of high‐resolution satellite data to describe the spatial and temporal variability of sea surface temperatures in the New Zealand region

  1999cited by this paper
• Marine latitudinal diversity gradients: tests of causal hypotheses.

  1998cited by this paper
• Patterns in the ocean: Ocean processes and marine population dynamics

  1997cited by this paper
• Demersal fish community diversity off New Zealand: is it related to depth, latitude and regional surface phytoplankton?

  1997influential reference
• Coastal and deep-sea benthic diversities compared

  1997cited by this paper
• Marine Biology: Function, Biodiversity, Ecology

  1995cited by this paper
• Export production of particles to the interior of the equatorial Pacific Ocean during the 1992 EqPac experiment

  1995cited by this paper
• A dip into the deep seas

  1993cited by this paper
• Is there a latitudinal diversity cline in the sea?

  1992cited by this paper
• Latitudinal gradients in species diversity: the search for the primary cause

  1992cited by this paper
• Deep-Sea Species Richness: Regional and Local Diversity Estimates from Quantitative Bottom Samples

  1992cited by this paper
• Generalized additive models in plant ecology

  1991cited by this paper
• Energy and Large-Scale Patterns of Animal- and Plant-Species Richness

  1991cited by this paper
• Advances in New Zealand oceanography, 1967–91

  1991cited by this paper
• A new model for the continuum concept

  1989cited by this paper
• Generalized Additive Models

  1986cited by this paper
• A review of the physical oceanography of the seas around New Zealand ― 1982

  1985cited by this paper
• Species-energy theory: an extension of species-area theory

  1983cited by this paper
• Particulate organic carbon flux in the oceans—surface productivity and oxygen utilization

  1980cited by this paper
• Mesopelagic faunal transition across the Subtropical Convergence east of New Zealand

  1978cited by this paper
• Evolution and measurement of species diversity

  1972cited by this paper
• Taxonomic Diversity of Recent Bivalves and Some Implications for Geology

  1967cited by this paper

• Global patterns and drivers of canopy storage capacity in different biomes

  2026cites this paper
• The impacts of the Ultra Low Emission Zone (ULEZ) and COVID-19 restrictions on air quality in central London – evidence for an increase in small particles

  2026cites this paper
• Predicting silky shark distribution in the eastern tropical Atlantic Ocean using fisheries dependent data

  2026influential citation
• Spatial Modelling Approaches for Estimating Richness of Benthic Invertebrates Throughout New Zealand Waters

  2025influential citation
• Environmental drivers of Atrina zelandica habitat suitability in Tauranga Harbour

  2025influential citation
• Evaluating effects of data quality and variable weighting on habitat suitability modelling

  2025cites this paper
• The influence of Australian sea lion foraging on benthic assemblages in temperate marine ecosystems

  2025cites this paper
• Long-term, landscape- and wind-driven snow conditions influence Adélie penguin colony extinctions

  2025cites this paper
• An unmanned surface vehicle for acoustic telemetry surveys of coastal fishes: range testing, real world performance, and comparison with a stationary tracking array

  2025cites this paper
• Season and Environmental Factors Contribute to the Variation in Functional Diversity of Freshwater Fish Communities in Floodplain Wetlands of Assam, Northeast India

  2025cites this paper
• Effects of Climate Change Scenarios on Population and Distribution Pattern of Tree–Ferns in Nepal

  2025cites this paper
• Genetic Differentiation in Mytilus Populations Across Climatic Zones in Greenland

  2025cites this paper
• Condition optimizing, process predicting, and key physicochemical factor identifying for yak dung compost humification: Integrating response surface methodology with interpretable machine learning

  2025cites this paper
• Effects of Climate Change on the Habitat Suitability of the Main Fishing Resources of the Southern Region of the Humboldt Current System

  2025cites this paper
• Assessment of Ecological Status via Macrobenthic Assemblages in the Nanji Islands, East China Sea

  2025cites this paper
• Identifying high risk seafloor areas to bottom trawling in Aotearoa New Zealand to support marine spatial management

  2025cites this paper
• Predictive Modeling of Juvenile Smalltooth Sawfish Habitats: Challenges and Opportunities for Conservation

  2025cites this paper
• Statistically Classified Marine Epifaunal Bioregions on the Southern Benguela Margin, South Africa

  2025cites this paper
• Contrasting Species Distribution Model Predictability Under Novel Temperature Conditions

  2025cites this paper
• Substantial Contribution of Woody Components to Rainfall Interception in Chinese Forests: Insights From a Refined Analytical Model

  2025cites this paper
• Modelling global mesozooplankton biomass using machine learning

  2024cites this paper
• Financial determinants of governance scores in hospitality and tourism enterprises

  2024cites this paper
• Soil organic matter components and sesquioxides integrally regulate aggregate stability and size distribution under erosional and depositional conditions in southern China

  2024cites this paper
• Integrated analysis of instrumentation data for structural health assessment and behavior prediction of arch dams

  2024cites this paper
• Habitat for Coilia nasus in southern Zhejiang Province, China, based on a maximum entropy model

  2024cites this paper
• Using joint species distribution modelling to predict distributions of seafloor taxa and identify vulnerable marine ecosystems in New Zealand waters

  2024cites this paper
• Predicting fine-scale downstream migratory movement of Atlantic salmon smolt (Salmo salar) in front of a hydropower plant

  2024cites this paper
• Drivers of neritic water intrusions at the subtropical front along a narrow shelf

  2024cites this paper
• Unveiling Wheat’s Future Amidst Climate Change in the Central Ethiopia Region

  2024cites this paper
• The importance of temporal scale in distribution modeling of migratory Caspian Kutum, Rutilus frisii

  2024cites this paper
• Global quantitative synthesis on the patterns and drivers of funneling ratio and enrichment ratio for stemflow

  2024cites this paper
• Identifying climate refugia for vulnerable marine ecosystem indicator taxa under future climate change scenarios.

  2024cites this paper
• Atlantic salmon habitat-abundance modeling using machine learning methods

  2024cites this paper
• Do ESG and Diversity Scores Predict Global Firms’ Environmental Innovation?

  2024cites this paper
• Updating estimates of Plasmodium knowlesi malaria risk in response to changing land use patterns across Southeast Asia

  2024cites this paper
• Environmental, host, and symbiont drivers of heat tolerance in a species complex of reef-building corals

  2024cites this paper
• Modeling the impacts of hot drought on forests in Texas

  2024cites this paper
• The Environmental Niche of the Light Purse Seine Fleet in the Northwest Pacific Ocean Based on Automatic Identification System Data

  2024cites this paper
• Habitat Assessment for the Spiny Red Gurnard Chelidonichthys spinosus Using Habitat Suitability Index in the East China Sea and Southern Yellow Sea

  2024cites this paper
• Potential suitability areas of Sitobion miscanthi in China based on the MaxEnt model: implications for management

  2024cites this paper
• What inhabits the South Sandwich Islands deep-sea? Biodiversity and biogeography of bathyal communities using predators as biological samplers

  2024cites this paper
• Identifying the key factors influencing spatial and temporal variations of regional coastal fishing activities

  2024cites this paper
• The environmental niche of the squid-jigging fleet in the North Pacific Ocean based on automatic identification system data

  2023cites this paper
• Implications for the conservation of deep-water corals in the face of multiple stressors: A case study from the New Zealand region.

  2023cites this paper
• Rattail lebensspuren: Feeding impressions from deep-sea grenadiers

  2023cites this paper
• Forest emissions reduction assessment from airborne LiDAR data using multiple machine learning approaches

  2023cites this paper
• Patterns of last-deglacial diatom-inferred summer temperature variability and ecological thresholds in the alpine lakes from southeastern margin of the Tibetan Plateau

  2023cites this paper
• An estuarine system as a possible nursery habitat for the broadnose sevengill shark: San Antonio cape—Southwest Atlantic

  2023cites this paper
• An atlas of seabed biodiversity for Aotearoa New Zealand

  2023cites this paper
• A seafloor bioregionalisation for New Zealand

  2023cites this paper
• Ecological Factors Driving Tree Diversity across Spatial Scales in Temperate Forests, Northeast China

  2023cites this paper
• Examining relative variable importance (RVI) and strength of interaction effects (SIE) of particulate matter (PM10) concentrations in moving vehicles at selected route in east coast of Malaysia

  2023cites this paper
• Crop-specific ammonia volatilization rates and key influencing factors in the upland of China - A data synthesis.

  2023cites this paper
• Fine‐scale spatial and temporal distribution patterns of large marine predators in a biodiversity hotspot

  2023cites this paper
• Inferring Students’ Self-Assessed Concentration Levels in Daily Life Using Biosignal Data From Wearables

  2023cites this paper
• Species distribution models describe spatial variability in mesopelagic fish abundance in the Southern Ocean

  2023cites this paper
• Solar Energy Forecasting Using Machine Learning and Deep Learning Techniques

  2023cites this paper
• A Meta-Analysis Study on the Use of Biochar to Simultaneously Mitigate Emissions of Reactive Nitrogen Gases (N2O and NO) from Soils

  2023cites this paper
• Increased captures of the critically endangered leatherback turtle (Dermochelys coriacea) around New Zealand: the contribution of warming seas and fisher behavior

  2023cites this paper
• Spatio-temporal patterns of the crustacean demersal fishery discard from the south Humboldt Current System, based on scientific observer program (2014–2019)

  2023cites this paper
• Updating estimates of Plasmodium knowlesi malaria risk in response to changing land use patterns across Southeast Asia

  2023cites this paper
• Supplement of An atlas of seabed biodiversity for Aotearoa New Zealand

  2023cites this paper
• Temporal development of fish communities in brackish lagoons of the Baltic Sea considering the invasion of the non-indigenous round goby (Neogobius melanostomus)

  2023cites this paper
• Fish assemblages along a bathymetric gradient in the northern Aegean Sea: An ecomorphological approach

  2023cites this paper
• The predictive roles of financial indicators and governance scores on firms’ emission performance in the tourism and hospitality industry

  2023cites this paper
• Prioritising multiple objectives in marine spatial planning for Aotearoa New Zealand

  2023cites this paper
• Tree cover and its heterogeneity in natural ecosystems is linked to large herbivore biomass globally

  2023cites this paper
• Suitable biochar application practices simultaneously alleviate N2O and NH3 emissions from arable soils: A meta-analysis study.

  2023cites this paper
• Efficacy of species distribution models (SDMs) for ecological realms to ascertain biological conservation and practices

  2023cites this paper
• Assessment of WorldView-2 images for aboveground seagrass carbon stock mapping in patchy and continuous seagrass meadows

  2022cites this paper
• Inclusion of biotic variables improves predictions of environmental niche models

  2022cites this paper
• Central European forest floor bryophytes: Richness, species composition, coexistence and diagnostic significance across environmental gradients of forest habitats

  2022cites this paper
• Interactions Between Fire Refugia and Climate-Environment Conditions Determine Mesic Subalpine Forest Recovery After Large and Severe Wildfires

  2022cites this paper
• Spatial and Seasonal Drinking Water Quality Assessment in a Sub-Saharan Country (Guinea-Bissau)

  2022cites this paper
• Three-Dimensional Quantification of Copepods Predictive Distributions in the Ross Sea: First Data Based on a Machine Learning Model Approach and Open Access (FAIR) Data

  2022cites this paper
• A productivity bottleneck in the Baltic herring (Clupea harengus membras): Early life-history processes and recruitment variability.

  2022cites this paper
• The Spatial Variability of Temporal Changes in Soil Ph Affected by Topography and Fertilization

  2022cites this paper
• Environmental factors driving tree richness at multiple spatial scales in temperate forests, Northeast China

  2022cites this paper
• Disentangling the Drivers of Benthic Oxygen and Dissolved Carbon Fluxes in the Coastal Zone of the Southern Baltic Sea

  2022cites this paper
• Data Quality Influences the Predicted Distribution and Habitat of Four Southern-Hemisphere Albatross Species

  2022cites this paper
• Birds adapted to cold conditions show greater changes in range size related to past climatic oscillations than temperate birds

  2022cites this paper
• Where the grass is greenest in seagrass seascapes depends on life history and simple species traits of fish

  2022cites this paper
• Collaborative Forecasting and Analysis of Fish Catch in Hokkaido From Multiple Scales by Using Neural Network and ARIMA Model

  2022cites this paper
• Development of a Seafloor Community Classification for the New Zealand Region Using a Gradient Forest Approach

  2022cites this paper
• Contribution of physical and anthropogenic factors to gully erosion initiation

  2022cites this paper
• Varying climatic-social-geographical patterns shape the conflict risk at regional and global scales

  2022cites this paper
• Contrasted spatio-temporal changes in the demersal fish assemblages and the dominance of the and not fishing pressure, in the Bay of Biscay and Celtic Sea

  2022cites this paper
• Predictive habitat suitability models for Teucrium polium L. using boosted regression trees

  2022cites this paper
• Quantifying the relative contributions of habitat modification and mammalian predators on landscape-scale declines of a threatened river specialist duck

  2022cites this paper
• Warm and cold temperatures limit the maximum body length of teleost fishes across a latitudinal gradient in Norwegian waters

  2022cites this paper
• Modeling direct above-ground carbon loss due to urban expansion in Zanzibar City Region, Tanzania

  2022cites this paper
• Spatial patterns and influencing factors of intraurban particulate matter in the heating season based on taxi monitoring

  2022cites this paper
• Distribution models of the branched hexactinellid Sarostegia oculata in Rio Grande Rise (SW Atlantic)

  2022cites this paper
• Landscape‐scale drivers of liana load across a Southeast Asian forest canopy differ to the Neotropics

  2022cites this paper
• Varying climatic-social-geographical patterns shape the conflict risk at regional and global scales

  2022cites this paper
• Ecological Predictors of Zoonotic Vector Status Among Dermacentor Ticks (Acari: Ixodidae): A Trait-Based Approach

  2022cites this paper
• Evaluation of biodiversity benefits of proposed marine protected areas from the Sea Change—Tai Timu Tai Pari Hauraki Gulf Marine Spatial Plan

  2022cites this paper
• Global Distribution of Zooplankton Biomass Estimated by In Situ Imaging and Machine Learning

  2022influential citation
• Mapping the impacts of multiple stressors on the decline in kelps along the coast of Victoria, Australia

  2022cites this paper
• Warmer temperature decreases the maximum length of six species of marine fishes, crustacean, and squid in New Zealand

  2022cites this paper