Animal movement constraints improve resource selection inference in the presence of telemetry error.

Abstract:

:Multiple factors complicate the analysis of animal telemetry location data. Recent advancements address issues such as temporal autocorrelation and telemetry measurement error, but additional challenges remain. Difficulties introduced by complicated error structures or barriers to animal movement can weaken inference. We propose an approach for obtaining resource selection inference from animal location data that accounts for complicated error structures, movement constraints, and temporally autocorrelated observations. We specify a model for telemetry data observed with error conditional on unobserved true locations that reflects prior knowledge about constraints in the animal movement process. The observed telemetry data are modeled using a flexible distribution that accommodates extreme errors and complicated error structures. Although constraints to movement are often viewed as a nuisance, we use constraints to simultaneously estimate and account for telemetry error. We apply the model to simulated data, showing that it outperforms common ad hoc approaches used when confronted with measurement error and movement constraints. We then apply our framework to an Argos satellite telemetry data set on harbor seals (Phoca vitulina) in the Gulf of Alaska, a species that is constrained to move within the marine environment and adjacent coastlines.

journal_name

Ecology

journal_title

Ecology

authors

Brost BM,Hooten MB,Hanks EM,Small RJ

doi

10.1890/15-0472.1

subject

Has Abstract

pub_date

2015-10-01 00:00:00

pages

2590-7

issue

10

eissn

0012-9658

issn

1939-9170

journal_volume

96

pub_type

杂志文章

相关文献

ECOLOGY文献大全
  • Updated distribution maps for neotropical bats in the superfamily Noctilionoidea.

    abstract::The IUCN provides a spatial database for many species, including terrestrial mammals. This database includes shapefiles with taxonomic information and the extent of occurrence for each species, and has been used in hundreds of studies in ecology, biogeography and conservation. Here we provide updated distribution maps...

    journal_title:Ecology

    pub_type: 杂志文章

    doi:10.1002/ecy.2404

    authors: Rojas D,Moreira M,Ramos Pereira MJ,Fonseca C,Dávalos LM

    更新日期:2018-09-01 00:00:00

  • Growth of Red Oak (Quercus Rubra L.) Seedlings in Relation to Light and Nutrients.

    abstract::Growth and nutrient uptake of red oak seedlings were studied under conditions simulating a forest understory. The tallest seedlings grew in 30% of full light; seedlings in full light had the greatest dry weight accumulation. Seedlings in full light had an average height of 9.7 inches, and those at 30% and 10% light av...

    journal_title:Ecology

    pub_type: 杂志文章

    doi:10.2307/1934157

    authors: Phares RE

    更新日期:1971-07-01 00:00:00

  • Circulation constrains the evolution of larval development modes and life histories in the coastal ocean.

    abstract::The evolutionary pressures that drive long larval planktonic durations in some coastal marine organisms, while allowing direct development in others, have been vigorously debated. We introduce into the argument the asymmetric dispersal of larvae by coastal currents and find that the strength of the currents helps dete...

    journal_title:Ecology

    pub_type: 杂志文章

    doi:10.1890/13-0970.1

    authors: Pringle JM,Byers JE,Pappalardo P,Wares JP,Marshall D

    更新日期:2014-04-01 00:00:00

  • Do grassland plant communities profit from N partitioning by soil depth?

    abstract::Recent biodiversity-ecosystem functioning experiments in temperate grasslands have shown that productivity positively correlates with plant species richness. Resource partitioning (in particular, nitrogen [N] partitioning) has been proposed as one possible mechanism to explain this pattern. There is evidence for inter...

    journal_title:Ecology

    pub_type: 杂志文章

    doi:10.1890/11-1439.1

    authors: Von Felten S,Niklaus PA,Scherer-Lorenzen M,Hector A,Buchmann N

    更新日期:2012-11-01 00:00:00

  • Apparent competition with an exotic plant reduces native plant establishment.

    abstract::Biological invasions can change ecosystem function, have tremendous economic costs, and impact human health; understanding the forces that cause and maintain biological invasions is thus of immediate importance. A mechanism by which exotic plants might displace native plants is by increasing the pressure of native con...

    journal_title:Ecology

    pub_type: 杂志文章

    doi:10.1890/07-0223.1

    authors: Orrock JL,Witter MS,Reichman OJ

    更新日期:2008-04-01 00:00:00

  • Greater sexual reproduction contributes to differences in demography of invasive plants and their noninvasive relatives.

    abstract::An understanding of the demographic processes contributing to invasions would improve our mechanistic understanding of the invasion process and improve the efficiency of prevention and control efforts. However, field comparisons of the demography of invasive and noninvasive species have not previously been conducted. ...

    journal_title:Ecology

    pub_type: 杂志文章

    doi:10.1890/12-1310.1

    authors: Burns JH,Pardini EA,Schutzenhofer MR,Chung YA,Seidler KJ,Knight TM

    更新日期:2013-05-01 00:00:00

  • Rapid recovery of ecosystem function following extreme drought in a South African savanna grassland.

    abstract::Climatic extremes, such as severe drought, are expected to increase in frequency and magnitude with climate change. Thus, identifying mechanisms of resilience is critical to predicting the vulnerability of ecosystems. An exceptional drought (

    journal_title:Ecology

    pub_type: 杂志文章

    doi:10.1002/ecy.2983

    authors: Wilcox KR,Koerner SE,Hoover DL,Borkenhagen AK,Burkepile DE,Collins SL,Hoffman AM,Kirkman KP,Knapp AK,Strydom T,Thompson DI,Smith MD

    更新日期:2020-04-01 00:00:00

  • Both host plant and ecosystem engineer identity influence leaf-tie impacts on the arthropod community of Quercus.

    abstract::Many insect herbivores build shelters on plants, which are then colonized by other arthropod species. To understand the impacts of such ecosystem engineering on associated species, the contributions of ecosystem engineer and host-plant identities must be understood. We investigated these contingencies at the patch sca...

    journal_title:Ecology

    pub_type: 杂志文章

    doi:10.1890/11-1838.1

    authors: Wang HG,Marquis RJ,Baer CS

    更新日期:2012-10-01 00:00:00

  • Dynamics of Nutrients and Leaf Mass in Central Himalayan Forest Trees and Shrubs.

    abstract::Leaf dynamics, nutrient (N, P, K, Ca, and Na) changes, and retranslocation from the leaves of 13 species were investigated in four representative forest communities of the Central Himalaya, India. In evergreens of the temperate regions, with leaf longevities of several years, there is negligible movement of substances...

    journal_title:Ecology

    pub_type: 杂志文章

    doi:10.2307/1939888

    authors: Ralhan PK,Singh SP

    更新日期:1987-12-01 00:00:00

  • Maintenance of terrestrial nutrient loss signatures during in-stream transport.

    abstract::Small streams account for the majority of channel length in river basins worldwide and are the primary conveyors of terrestrial nutrients to rivers and ultimately the oceans. The controls of stream nutrient fluxes, however, are debated. Classical models emphasize that nutrient transport in streams integrates nutrient ...

    journal_title:Ecology

    pub_type: 杂志文章

    doi:10.1890/08-0949.1

    authors: Brookshire EN,Valett HM,Gerber S

    更新日期:2009-02-01 00:00:00

  • Sodium co-limits and catalyzes macronutrients in a prairie food web.

    abstract::Nitrogen and phosphorus frequently limit terrestrial plant production, but have a mixed record in regulating the abundance of terrestrial invertebrates. We contrasted four ways that Na could interact with an NP fertilizer to shape the plants and invertebrates of an inland prairie. We applied NP and Na to m2 plots in a...

    journal_title:Ecology

    pub_type: 杂志文章

    doi:10.1002/ecy.1677

    authors: Kaspari M,Roeder KA,Benson B,Weiser MD,Sanders NJ

    更新日期:2017-02-01 00:00:00

  • Trophic cascade induced by molluscivore predator alters pore-water biogeochemistry via competitive release of prey.

    abstract::Effects of predation may cascade down the food web. By alleviating interspecific competition among prey, predators may promote biodiversity, but the precise mechanisms of how predators alter competition have remained elusive. Here we report on a predator-exclosure experiment carried out in a tropical intertidal ecosys...

    journal_title:Ecology

    pub_type: 杂志文章

    doi:10.1890/11-1282.1

    authors: van Gils JA,van der Geest M,Jansen EJ,Govers LL,de Fouw J,Piersma T

    更新日期:2012-05-01 00:00:00

  • Suppression of savanna ants alters invertebrate composition and influences key ecosystem processes.

    abstract::In almost every ecosystem, ants (Hymenoptera: Formicidae) are the dominant terrestrial invertebrate group. Their functional value was highlighted by Wilson (1987) who famously declared that invertebrates are the "little things that run the world." However, while it is generally accepted that ants fulfil important func...

    journal_title:Ecology

    pub_type: 杂志文章

    doi:10.1890/15-1713.1

    authors: Parr CL,Eggleton P,Davies AB,Evans TA,Holdsworth S

    更新日期:2016-06-01 00:00:00

  • Sensitivity to assumptions in models of generalist predation on a cyclic prey.

    abstract::Ecological theory predicts that generalist predators should damp or suppress long-term periodic fluctuations (cycles) in their prey populations and depress their average densities. However, the magnitude of these impacts is likely to vary depending on the availability of alternative prey species and the nature of ecol...

    journal_title:Ecology

    pub_type: 杂志文章

    doi:10.1890/06-0483.1

    authors: Matthiopoulos J,Graham K,Smout S,Asseburg C,Redpath S,Thirgood S,Hudson P,Harwood J

    更新日期:2007-10-01 00:00:00

  • Effects of neighborhood trait composition on tree survival differ between drought and postdrought periods.

    abstract::Although direct tree demographic responses to drought are widely recognized, studies of drought-mediated changes in tree interactions are rare. We hypothesize that drought exacerbates soil-water limitation and intensifies competition for water, but reduces light limitation and competition for light. We predict that co...

    journal_title:Ecology

    pub_type: 杂志文章

    doi:10.1002/ecy.2766

    authors: Chen Y,Uriarte M,Wright SJ,Yu S

    更新日期:2019-09-01 00:00:00

  • Sea ice cover and its influence on Adélie Penguin reproductive performance.

    abstract::The relationship between Adélie Penguins (Pygoscelis adeliae) and ice is well established, with sea ice influencing penguin populations through a variety of processes operating at different spatial and temporal scales. To further explain the relationship between sea ice and Adélie Penguin reproductive performance, we ...

    journal_title:Ecology

    pub_type: 杂志文章

    doi:10.1890/08-0011.1

    authors: Emmerson L,Southwell C

    更新日期:2008-08-01 00:00:00

  • Post-fire forest regeneration shows limited climate tracking and potential for drought-induced type conversion.

    abstract::Disturbance such as wildfire may create opportunities for plant communities to reorganize in response to climate change. The interaction between climate change and disturbance may be particularly important in forests, where many of the foundational plant species (trees) are long-lived and where poor initial tree estab...

    journal_title:Ecology

    pub_type: 杂志文章

    doi:10.1002/ecy.2571

    authors: Young DJN,Werner CM,Welch KR,Young TP,Safford HD,Latimer AM

    更新日期:2019-02-01 00:00:00

  • Interspecific competition between resident and wintering birds: experimental evidence and consequences of coexistence.

    abstract::The contribution of interspecific competition to structuring population and community dynamics remains controversial and poorly tested. Interspecific competition has long been thought to influence the structure of migrant-resident bird communities in winter, yet experimental evidence remains elusive. The arrival of bi...

    journal_title:Ecology

    pub_type: 杂志文章

    doi:10.1002/ecy.3208

    authors: Powell LL,Ames EM,Wright JR,Matthiopoulos J,Marra PP

    更新日期:2020-09-27 00:00:00

  • Beta diversity of marine bacteria depends on temporal scale.

    abstract::Factors controlling the spatial distribution of bacterial diversity have been intensely studied, whereas less is known about temporal changes. To address this, we tested whether the mechanisms that underlie bacterial temporal beta-diversity vary across different scales in three marine microbial communities. While seas...

    journal_title:Ecology

    pub_type: 杂志文章

    doi:10.1890/12-2125.1

    authors: Hatosy SM,Martiny JB,Sachdeva R,Steele J,Fuhrman JA,Martiny AC

    更新日期:2013-09-01 00:00:00

  • Terrestrial vertebrates alter seedling composition and richness but not diversity in an Australian tropical rain forest.

    abstract::Although birds and mammals play important roles in several mechanisms hypothesized to maintain plant diversity in species-rich habitats, there have been few long-term, community-level tests of their importance. We excluded terrestrial birds and mammals from fourteen 6 x 7.5 m plots in Australian primary tropical rain ...

    journal_title:Ecology

    pub_type: 杂志文章

    doi:10.1890/10-2231.1

    authors: Theimer TC,Gehring CA,Green PT,Connell JH

    更新日期:2011-08-01 00:00:00

  • The basis function approach for modeling autocorrelation in ecological data.

    abstract::Analyzing ecological data often requires modeling the autocorrelation created by spatial and temporal processes. Many seemingly disparate statistical methods used to account for autocorrelation can be expressed as regression models that include basis functions. Basis functions also enable ecologists to modify a wide r...

    journal_title:Ecology

    pub_type: 杂志文章

    doi:10.1002/ecy.1674

    authors: Hefley TJ,Broms KM,Brost BM,Buderman FE,Kay SL,Scharf HR,Tipton JR,Williams PJ,Hooten MB

    更新日期:2017-03-01 00:00:00

  • Sampling variability and estimates of density dependence: a composite-likelihood approach.

    abstract::It is well known that sampling variability, if not properly taken into account, affects various ecologically important analyses. Statistical inference for stochastic population dynamics models is difficult when, in addition to the process error, there is also sampling error. The standard maximum-likelihood approach su...

    journal_title:Ecology

    pub_type: 杂志文章

    doi:10.1890/04-1655

    authors: Lele SR

    更新日期:2006-01-01 00:00:00

  • Consumer resource matching in urbanizing landscapes: are synanthropic species over-matching?

    abstract::Population responses of synanthropic species to urbanization may be explained by the resource-matching rule, which postulates that individuals should distribute themselves according to resource availability. According to the resource-matching rule, urban habitats will contain greater densities if they provide better r...

    journal_title:Ecology

    pub_type: 杂志文章

    doi:10.1890/07-0358.1

    authors: Rodewald AD,Shustack DP

    更新日期:2008-02-01 00:00:00

  • Coexistence and competitive exclusion in mutualism.

    abstract::The competitive exclusion principle is fundamental to understanding coexistence. Well-established theories predict the conditions for coexistence in consumer-resource interactions. Given that species often compete for commodities offered by mutualists, competitive exclusion theory should also be critical to understand...

    journal_title:Ecology

    pub_type: 杂志文章

    doi:10.1002/ecy.2708

    authors: Johnson CA,Bronstein JL

    更新日期:2019-06-01 00:00:00

  • Risky dispersal: avoiding kin competition despite uncertainty.

    abstract::Leaving a population without having information about the surrounding areas is highly risky. Candidates for dispersal may reduce these risks by making decisions based on the level of connectivity between patches, e.g., through immigrants. The benefits of information acquisition may vary within a population according t...

    journal_title:Ecology

    pub_type: 杂志文章

    doi:10.1890/09-0387.1

    authors: Cote J,Clobert J

    更新日期:2010-05-01 00:00:00

  • Joint species movement modeling: how do traits influence movements?

    abstract::Joint species distribution modeling has enabled researchers to move from species-level to community-level analyses, leading to statistically more efficient and ecologically more informative use of data. Here, we propose joint species movement modeling (JSMM) as an analogous approach that enables inferring both species...

    journal_title:Ecology

    pub_type: 杂志文章

    doi:10.1002/ecy.2622

    authors: Ovaskainen O,Ramos DL,Slade EM,Merckx T,Tikhonov G,Pennanen J,Pizo MA,Ribeiro MC,Morales JM

    更新日期:2019-04-01 00:00:00

  • The structure of ant-plant ecological networks: is abundance enough?

    abstract::Knowledge of the mechanisms that shape biodiversity is essential to understand the ecological and evolutionary dynamics of interacting species. Recent studies posit that most of the organization of mutualistic networks is shaped by differences in species abundance among interacting species. In this study, we examined ...

    journal_title:Ecology

    pub_type: 杂志文章

    doi:10.1890/12-1647.1

    authors: Dattilo W,Marquitti FM,Guimarães PR Jr,Izzo TJ

    更新日期:2014-02-01 00:00:00

  • Scale-dependent effects of host patch traits on species composition in a stickleback parasite metacommunity.

    abstract::A core goal of ecology is to understand the abiotic and biotic variables that regulate species distributions and community composition. A major obstacle is that the rules governing species distributions can change with spatial scale. Here, we illustrate this point using data from a spatially nested metacommunity of pa...

    journal_title:Ecology

    pub_type: 杂志文章

    doi:10.1002/ecy.3181

    authors: Bolnick DI,Resetarits EJ,Ballare K,Stuart YE,Stutz WE

    更新日期:2020-12-01 00:00:00

  • Identifying interactions among salmon populations from observed dynamics.

    abstract::A simple direct correlation analysis of individual counts between different populations often fails to characterize the true nature of population interactions; however, the most common data type available for population studies is count data, and one of the most important objectives in population and community ecology...

    journal_title:Ecology

    pub_type: 杂志文章

    doi:10.1890/07-1270.1

    authors: Fujiwara M

    更新日期:2008-01-01 00:00:00

  • River food webs: an integrative approach to bottom-up flow webs, top-down impact webs, and trophic position.

    abstract::The majority of food web studies are based on connectivity, top-down impacts, bottom-up flows, or trophic position (TP), and ecologists have argued for decades which is best. Rarely have any two been considered simultaneously. The present study uses a procedure that integrates the last three approaches based on taxon-...

    journal_title:Ecology

    pub_type: 杂志文章

    doi:10.1002/ecy.2228

    authors: Benke AC

    更新日期:2018-06-01 00:00:00