Search results for "stat"

showing 10 items of 29383 documents

A Methodology to Derive Global Maps of Leaf Traits Using Remote Sensing and Climate Data

2018

This paper introduces a modular processing chain to derive global high-resolution maps of leaf traits. In particular, we present global maps at 500 m resolution of specific leaf area, leaf dry matter content, leaf nitrogen and phosphorus content per dry mass, and leaf nitrogen/phosphorus ratio. The processing chain exploits machine learning techniques along with optical remote sensing data (MODIS/Landsat) and climate data for gap filling and up-scaling of in-situ measured leaf traits. The chain first uses random forests regression with surrogates to fill gaps in the database (> 45% of missing entries) and maximizes the global representativeness of the trait dataset. Plant species are then a…

0106 biological sciencesFOS: Computer and information sciences010504 meteorology & atmospheric sciencesSpecific leaf areaClimateBos- en LandschapsecologieSoil ScienceFOS: Physical sciencesApplied Physics (physics.app-ph)010603 evolutionary biology01 natural sciencesStatistics - ApplicationsGoodness of fitAbundance (ecology)Machine learningForest and Landscape EcologyApplications (stat.AP)Computers in Earth SciencesPlant ecologyVegetatie0105 earth and related environmental sciencesRemote sensingMathematics2. Zero hungerPlant traitsVegetationData stream miningClimate; Landsat; Machine learning; MODIS; Plant ecology; Plant traits; Random forests; Remote sensing; Soil Science; Geology; Computers in Earth SciencesGlobal MapRegression analysisGeologyPhysics - Applied Physics15. Life on landRandom forestsRemote sensingPE&RCRandom forestMODISTraitVegetatie Bos- en LandschapsecologieVegetation Forest and Landscape EcologyLandsat
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The past and the present in decision-making: the use of conspecific and heterospecific cues in nest site selection

2014

International audience; Nest site selection significantly affects fitness, so adaptations for assessment of the qualities of available sites are expected. The assessment may be based on personal or social information, the latter referring to the observed location and performance of both conspecific and heterospecific individuals. Contrary to large-scale breeding habitat selection, small-scale nest site selection within habitat patches is insufficiently understood. We analyzed nest site selection in the migratory Collared Flycatcher Ficedula albicollis in relation to present and past cues provided by conspecifics and by resident tits within habitat patches by using long-term data. Collared F…

0106 biological sciencesFicedula albicollismedia_common.quotation_subject[SDV]Life Sciences [q-bio]Bayesian statistics010603 evolutionary biology01 natural sciencesCompetition (biology)Nest0501 psychology and cognitive sciences050102 behavioral science & comparative psychologyEcology Evolution Behavior and SystematicsSelection (genetic algorithm)media_commonParusbiologyReproductive successEcologyprospecting05 social sciencesheterospecific attractionInterspecific competitionbiology.organism_classificationsocial informationconspecific attractionHabitatcompetition
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Trends in summer presence of fin whales in the Western Mediterranean Sea Region: new insights from a long-term monitoring program

2020

Background The Mediterranean subpopulation of fin whale Balaenoptera physalus (Linnaeus, 1758) has recently been listed as Vulnerable by the IUCN Red List of threatened species. The species is also listed as species in need of strict protection under the Habitat Directive and is one of the indicators for the assessment of Good Environmental Status under the MSFD. Reference values on population abundance and trends are needed in order to set the threshold values and to assess the conservation status of the population. Methods Yearly summer monitoring using ferries as platform of opportunity was performed since 2008 within the framework of the FLT Med Network. Data were collected along sever…

0106 biological sciencesFin whale010504 meteorology & atmospheric sciencesConservation BiologyPopulationMarine BiologyDistributionAssessment01 natural sciencesMediterranean BasinGeneral Biochemistry Genetics and Molecular BiologyMediterranean seabiology.animalIUCN Red ListeducationTransect0105 earth and related environmental scienceseducation.field_of_studyBalaenopterabiologyEcologyWhale010604 marine biology & hydrobiologyGeneral NeuroscienceGeneral Medicinebiology.organism_classificationGeographyBiogeographyMediterranean seaConservation statusPhysical geographyTrendsGeneral Agricultural and Biological SciencesZoologyPeerJ
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<p><strong>Cytotaxonomical remarks on <em>Loncomelos visianicum </em>(Hyacinthaceae), a poorly known species endemic to Croat…

2020

Loncomelos visianicum, a rare and poorly known geophyte of the Croatian flora, was described from the remote and uninhabited Adriatic island of Palagruža as Ornithogalum visianicum, and it has not been collected again for over a century. Basing on living materials, recently rediscovered in the locus classicus, it was possible to carry out a careful investigation regarding the morphology, karyology, leaf anatomy, and ecology of this very peculiar species. It is triploid, showing 2n = 42 + 0–5B chromosomes, taxonomically quite isolated, showing some morphological relationships with L. narbonense and L. creticum. Currently, L. visianicum is represented by a low number of individuals growing in…

0106 biological sciencesFloraOrnithogalumbiologyZoologyIdentification keyMorphology (biology)Plant Sciencebiology.organism_classification010603 evolutionary biology01 natural sciencesTaxonGenusConservation statusTaxonomy (biology)Ecology Evolution Behavior and Systematics010606 plant biology & botanyPhytotaxa
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Comparison of Bayesian and numerical optimization-based diet estimation on herbivorous zooplankton

2020

Consumer diet estimation with biotracer-based mixing models provides valuable information about trophic interactions and the dynamics of complex ecosystems. Here, we assessed the performance of four Bayesian and three numerical optimization-based diet estimation methods for estimating the diet composition of herbivorous zooplankton using consumer fatty acid (FA) profiles and resource library consisting of the results of homogeneous diet feeding experiments. The method performance was evaluated in terms of absolute errors, central probability interval checks, the success in identifying the primary resource in the diet, and the ability to detect the absence of resources in the diet. Despite …

0106 biological sciencesFood ChainBayesian probability010603 evolutionary biology01 natural sciencesZooplanktonGeneral Biochemistry Genetics and Molecular BiologyDistance measuresZooplanktonFASTARStatisticsAnimalsravintoaineetMixSIARHerbivoryMathematicsTrophic levelestimointi2. Zero hungerEstimationHerbivorefood web010604 marine biology & hydrobiologybayesilainen menetelmäplanktonFatty AcidsBayes TheorembiotracersArticlesFood webDietDaphniaQFASAvesikirputGeneral Agricultural and Biological SciencesEstimation methodsravintoverkotFood Analysis
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Potential of using data assimilation to support forest planning

2017

Uncertainty in forest information typically results in economic and ecological losses as a consequence of suboptimal management decisions. Several techniques have been proposed to handle such uncertainties. However, these techniques are often complex and costly. Data assimilation (DA) has recently been advocated as a tool that may reduce the uncertainty, thereby improving the quality of forest planning results. It offers an opportunity to make use of all new sources of information in a systematic way and thus provides more accurate and up-to-date information to forest planning. In this study, we refer to literature on handling uncertainties in forest planning, as well as related literature…

0106 biological sciencesForest planningGlobal and Planetary Change010504 meteorology & atmospheric sciencesEcologyOperations researchProcess (engineering)Computer sciencemedia_common.quotation_subjectForestry01 natural sciencesBayesian statisticsData assimilationStochastic optimizationQuality (business)010606 plant biology & botany0105 earth and related environmental sciencesmedia_commonCanadian Journal of Forest Research
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Divergence is not speciation, or why we need females : a comment on Tinghitella et al

2018

Postprint Peer reviewed

0106 biological sciencesGEQH301 Biology05 social sciencesT-NDASfemalesBiology010603 evolutionary biology01 natural sciencescommentQH301sukupuolivalintaspeciationEvolutionary biologyGenetic algorithmta11810501 psychology and cognitive sciencesAnimal Science and Zoologylajiutuminen050102 behavioral science & comparative psychologyDivergence (statistics)divergenceEcology Evolution Behavior and SystematicsGE Environmental SciencesBehavioral Ecology
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Fine-scale spatial genetic structure and gene dispersal in Silene latifolia

2010

Plants are sessile organisms, often characterized by limited dispersal. Seeds and pollen are the critical stages for gene flow. Here we investigate spatial genetic structure, gene dispersal and the relative contribution of pollen vs seed in the movement of genes in a stable metapopulation of the white campion Silene latifolia within its native range. This short-lived perennial plant is dioecious, has gravity-dispersed seeds and moth-mediated pollination. Direct measures of pollen dispersal suggested that large populations receive more pollen than small isolated populations and that most gene flow occurs within tens of meters. However, these studies were performed in the newly colonized rang…

0106 biological sciencesGene FlowChloroplast DnaPollinationSeed dispersalSeed dispersalHadena-Bicrurismedicine.disease_causeGenes Plant010603 evolutionary biology01 natural sciences03 medical and health sciencesPollinatorPollenGeneticsmedicineSilene latifoliaSileneGenetics (clinical)030304 developmental biologyIsolation by distance2. Zero hunger0303 health sciences[SDV.GEN.GPO]Life Sciences [q-bio]/Genetics/Populations and Evolution [q-bio.PE]biologyEcologyta1184Plant-population sizeGenetic Variationfood and beveragesbiology.organism_classificationY-ChromosomeDioica CaryophyllaceaeGynodioecious plantF-StatisticsGenetic structureSeedsPollen dispersalta1181Biological dispersalPollenAutocorrelation analysisOriginal ArticleMicrosatellite Repeats
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Incorporating Biotic Information in Species Distribution Models: A Coregionalized Approach

2021

In this work, we discuss the use of a methodological approach for modelling spatial relationships among species by means of a Bayesian spatial coregionalized model. Inference and prediction is performed using the integrated nested Laplace approximation methodology to reduce the computational burden. We illustrate the performance of the coregionalized model in species interaction scenarios using both simulated and real data. The simulation demonstrates the better predictive performance of the coregionalized model with respect to the univariate models. The case study focus on the spatial distribution of a prey species, the European anchovy (Engraulis encrasicolus), and one of its predator spe…

0106 biological sciencesGeneral MathematicsSpecies distributionBayesian probabilityspeciescoregionalized modelsBayesian hierarchical models010603 evolutionary biology01 natural sciences010104 statistics & probabilitymodelsEngraulisHakeAnchovyStatisticsComputer Science (miscellaneous)INLAdistributionEuropean anchovyPesqueríasCentro Oceanográfico de Murcia0101 mathematicsEngineering (miscellaneous)SPDEfishspecies interactionbiologymathematicslcsh:MathematicsUnivariateMerluccius merlucciusbiology.organism_classificationlcsh:QA1-939fisheriesEnvironmental sciencepredation
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Behavior of plant plasma membranes under hydrostatic pressure as monitored by fluorescent environment-sensitive probes.

2010

International audience; We monitored the behavior of plasma membrane (PM) isolated from tobacco cells (BY-2) under hydrostatic pressures up to 3.5 kbar at 30 °C, by steady-state fluorescence spectroscopy using the newly introduced environment-sensitive probe F2N12S and also Laurdan and di-4-ANEPPDHQ. The consequences of sterol depletion by methyl-β-cyclodextrin were also studied. We found that application of hydrostatic pressure led to a marked decrease of hydration as probed by F2N12S and to an increase of the generalized polarization excitation (GPex) of Laurdan. We observed that the hydration effect of sterol depletion was maximal between 1 and 1.5 kbar but was much less important at hig…

0106 biological sciencesHIGH HYDROSTATIC PRESSURE[SDV]Life Sciences [q-bio]Hydrostatic pressureStatic ElectricityAnalytical chemistryBiophysicsHAUTES PRESSIONS HYDROSTATIQUEFluorescence PolarizationPyridinium Compounds[SDV.BC]Life Sciences [q-bio]/Cellular Biology01 natural sciencesBiochemistryFluorescence spectroscopyPhase TransitionCell Line03 medical and health scienceschemistry.chemical_compoundPhase (matter)2-NaphthylamineTobaccoHydrostatic Pressure[SDV.BBM]Life Sciences [q-bio]/Biochemistry Molecular BiologySPECTROSCOPIE DE FLUORESCENCEComputingMilieux_MISCELLANEOUS030304 developmental biologyFluorescent Dyes0303 health sciencesMETHYL-β-CYCLODEXTRINPLASMA MEMBRANE3-HydroxyflavoneCell Membranebeta-CyclodextrinsPhytosterolsCell BiologyPHYTOSTEROLFluorescenceSterolMembraneSpectrometry FluorescenceFLUORESCENCE SPECTROSCOPY3-HYDROXYFLAVONEchemistryLaurdanSONDE FLUORECENTELaurates010606 plant biology & botany
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