Search results for "INTI"

showing 10 items of 6133 documents

Benchmark database for fine-grained image classification of benthic macroinvertebrates

2018

Managing the water quality of freshwaters is a crucial task worldwide. One of the most used methods to biomonitor water quality is to sample benthic macroinvertebrate communities, in particular to examine the presence and proportion of certain species. This paper presents a benchmark database for automatic visual classification methods to evaluate their ability for distinguishing visually similar categories of aquatic macroinvertebrate taxa. We make publicly available a new database, containing 64 types of freshwater macroinvertebrates, ranging in number of images per category from 7 to 577. The database is divided into three datasets, varying in number of categories (64, 29, and 9 categori…

0106 biological sciencesComputer scienceta1172Sample (statistics)monitorointi02 engineering and technologyneuroverkot01 natural sciencesConvolutional neural network0202 electrical engineering electronic engineering information engineeringkonenäköfine-grained classification14. Life underwaterFine-grained classificationInvertebrateta113ta112Contextual image classificationbusiness.industry010604 marine biology & hydrobiologyDeep learningConvolutional Neural NetworksBenchmark databasedeep learningPattern recognitionDeep learningselkärangattomatvedenlaatu6. Clean waterkoneoppiminenBenthic zoneBenthic macroinvertebratesbiomonitoringSignal ProcessingBiomonitoringta1181lajinmääritys020201 artificial intelligence & image processingComputer Vision and Pattern RecognitionArtificial intelligenceWater qualitybusinessbenthic macroinvertebrates
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Leaf-Level Spectral Fluorescence Measurements : Comparing Methodologies for Broadleaves and Needles

2019

Successful measurements of chlorophyll fluorescence (ChlF) spectral properties (typically in the wavelength range of 650–850 nm) across plant species, environmental conditions, and stress levels are a first step towards establishing a quantitative link between solar-induced chlorophyll fluorescence (SIF), which can only be measured at discrete ChlF spectral bands, and photosynthetic functionality. Despite its importance and significance, the various methodologies for the estimation of leaf-level ChlF spectral properties have not yet been compared, especially when applied to leaves with complex morphology, such as needles. Here we present, to the best of our knowledge, a first comparison of …

0106 biological sciencesCorrection methodMaterials science010504 meteorology & atmospheric sciencesSciencesun-induced fluorescenceAnalytical chemistryleaf morphology01 natural sciencesSpectral lineFluoWatlingonberryLEAVESChlorophyll fluorescence0105 earth and related environmental sciences4112 Forestryphotosynthesischlorophyll fluorescencesilver birchQSpectral propertiesSpectral bandsOPTICAL-PROPERTIESA FLUORESCENCECANOPY-LEVELFluorescencebaseline correctionRATIO F690/F730Integrating sphereLIGHTPHOTOSYSTEM-IPlant speciesScots pineINDUCED CHLOROPHYLL FLUORESCENCEMINIMIZING MEASUREMENT UNCERTAINTIESREVISED MEASUREMENT METHODOLOGYGeneral Earth and Planetary Sciencesbaseline correction; chlorophyll fluorescence; FluoWat; leaf morphology; lingonberry; photosynthesis; Scots pine; silver birch; sun-induced fluorescence010606 plant biology & botany
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Cost-efficiency assessments of marine monitoring methods lack rigor—a systematic mapping of literature and an end-user view on optimal cost-efficienc…

2021

Global deterioration of marine ecosystems, together with increasing pressure to use them, has created a demand for new, more efficient and cost-efficient monitoring tools that enable assessing changes in the status of marine ecosystems. However, demonstrating the cost-efficiency of a monitoring method is not straightforward as there are no generally applicable guidelines. Our study provides a systematic literature mapping of methods and criteria that have been proposed or used since the year 2000 to evaluate the cost-efficiency of marine monitoring methods. We aimed to investigate these methods but discovered that examples of actual cost-efficiency assessments in literature were rare, contr…

0106 biological sciencesCost effectivenessComputer scienceenvironmental effectsCost-efficiency analysiscostsmeriensuojeluCost of monitoringmonitorointimuutos010501 environmental scienceskäyttömarine monitoring tool01 natural sciencesympäristön tilakartoitusresearch methodsmethod performancestandardointichangestate of the environmentmerenkulkijatMonitoring methodsmappingmarinersReliability (statistics)General Environmental Scienceevaluationcost effectivenessCost efficiencyMarine monitoring toolComparabilityvesiekosysteemitGeneral MedicinetrackingPollutionkustannuksetmittausmenetelmätRisk analysis (engineering)ympäristövaikutuksetenvironmental changesCosts and Cost AnalysisecosystemsmeretEnvironmental Monitoringmethod standardizationevaluation methodsarviointimenetelmätOptimal costseasManagement Monitoring Policy and LawloppukäyttäjätArticlemethodsmenetelmättutkimusmenetelmätseurantaekologinen tila14. Life underwaterEcosystem0105 earth and related environmental sciencesEnd user010604 marine biology & hydrobiologyReproducibility of ResultskustannustehokkuusMethod standardizationecosystems (ecology)cost of monitoringTerm (time)ekosysteemit (ekologia)monitoringcost-efficiency analysiskustannus-hyötyanalyysiMethod performanceusearviointiEnvironmental Monitoring and Assessment
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Modeling of Dead Wood Potential Based on Tree Stand Data

2020

Here we present a framework for identifying areas with high dead wood potential (DWP) for conservation planning needs. The amount and quality of dead wood and dying trees are some of the most important factors for biodiversity in forests. As they are easy to recognize on site, it is widely used as a surrogate marker for ecological quality of forests. However, wall-to-wall information on dead wood is rarely available on a large scale as field data collection is expensive and local dead wood conditions change rapidly. Our method is based on the forest growth models in the Motti forest simulator, taking into account 168 combinations of tree species, site types, and vegetation zones as well as …

0106 biological sciencesDECOMPOSITION010504 meteorology & atmospheric sciencesforest simulationForest managementBiodiversityDEBRISECOLOGY010603 evolutionary biology01 natural sciencessuojelusuunnitelmatspatial conservation prioritizationsimulointilahopuutconservation planningMETAANALYSISbiodiversity0105 earth and related environmental sciencesforests4112 ForestrySPECIES RICHNESSmetsänkäsittelyTaigacoarse woody debrisforestryNORWAY SPRUCELand-use planningForestryVegetationlcsh:QK900-98915. Life on landbiodiversiteettimetsiensuojeluTree standlcsh:Plant ecologyEnvironmental scienceGROWTHBIODIVERSITYCoarse woody debrisScale (map)land-use planning
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Mitigating forest biodiversity and ecosystem service losses in the era of bio-based economy

2018

Abstract Forests play a crucial role in the transition towards a bioeconomy by providing biomass to substitute for fossil-based materials and energy. However, a policy-policy conflict exists between the desire to increase the utilization of bio based renewable resources and the desire to protect and conserve biodiversity. Increasing forest harvest levels to meet the needs of the bioeconomy may conflict with biodiversity protection and ecosystem services provided by forests. Through an optimization framework, we examined trade-offs between increasing the extraction of timber resources, and the impacts on biodiversity and non-wood ecosystem services, and investigated possibilities to reconcil…

0106 biological sciencesEconomics and Econometrics010504 meteorology & atmospheric sciencesSociology and Political ScienceoptimisationForest managementta1172Biodiversityforest managementeconomic systemsManagement Monitoring Policy and LawFellinguusiutuvat luonnonvarat010603 evolutionary biology01 natural sciencesEcosystem servicesoptimointiSet-asidetrade-off analysisRegeneration (ecology)ta512bioeconomy0105 earth and related environmental sciencesbiodiversityBiomass (ecology)AgroforestrymetsänkäsittelyForestry15. Life on landta4112talousjärjestelmätbiodiversiteetti13. Climate actionEnvironmental scienceta1181biotalousRenewable resourceForest Policy and Economics
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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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Value of information in multiple criteria decision making: an application to forest conservation

2019

Abstract Developing environmental conservation plans involves assessing trade-offs between the benefits and costs of conservation. The benefits of conservation can be established with ecological inventories or estimated based on previously collected information. Conducting ecological inventories can be costly, and the additional information may not justify these costs. To clarify the value of these inventories, we investigate the multiple criteria value of information associated with the acquisition of improved ecological data. This information can be useful when informing the decision maker to acquire better information. We extend the concept of the value of information to a multiple crite…

0106 biological sciencesForest planningEnvironmental EngineeringBayesian decision theory010504 meteorology & atmospheric sciencesOperations researchComputer sciencepäätöksentekoComputational intelligenceEcological data010603 evolutionary biology01 natural sciencesValue of informationoptimointiEnvironmental Chemistrysimulointiconservation planningSafety Risk Reliability and Quality0105 earth and related environmental sciencesGeneral Environmental ScienceWater Science and Technologydecision analysisbayesilainen menetelmäsimulationDecision makermonitavoiteoptimointiPreferencemetsiensuojelukriteerittrade-offsMultiple criteriainformation updatingluonnonsuojelukompromissitoptimizationValue (mathematics)Stochastic Environmental Research and Risk Assessment
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Precision, Applicability, and Economic Implications: A Comparison of Alternative Biodiversity Offset Indexes

2021

AbstractThe rates of ecosystem degradation and biodiversity loss are alarming and current conservation efforts are not sufficient to stop them. The need for new tools is urgent. One approach is biodiversity offsetting: a developer causing habitat degradation provides an improvement in biodiversity so that the lost ecological value is compensated for. Accurate and ecologically meaningful measurement of losses and estimation of gains are essential in reaching the no net loss goal or any other desired outcome of biodiversity offsetting. The chosen calculation method strongly influences biodiversity outcomes. We compare a multiplicative method, which is based on a habitat condition index develo…

0106 biological sciencesINDICATORSConservation of Natural Resourcesekologinen kompensaatioköyhtyminenBiodiversity offsettingOffset (computer science)arviointimenetelmätComputer scienceCONSERVATIONBiodiversityDIVERSITY010603 evolutionary biology01 natural sciencesOutcome (game theory)ArticleRICHNESSAdditive functionEconometricsEcosystem1172 Environmental sciencesRESTORATIONEstimationMotivationGlobal and Planetary ChangeEcology010604 marine biology & hydrobiologyMultiplicative functionkustannustehokkuusEcological compensationBiodiversity15. Life on landFINLANDluonnon monimuotoisuusPollutionBiodiversity calculation methodkompensointibiodiversiteettiECOLOGICAL EQUIVALENCEINSIGHTSHabitat destructionBiodiversity offsetting13. Climate actionPOLYPORESNo net losslaskentamallit511 EconomicsTrade ratioDEAD WOOD
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Efficient estimation of generalized linear latent variable models.

2019

Generalized linear latent variable models (GLLVM) are popular tools for modeling multivariate, correlated responses. Such data are often encountered, for instance, in ecological studies, where presence-absences, counts, or biomass of interacting species are collected from a set of sites. Until very recently, the main challenge in fitting GLLVMs has been the lack of computationally efficient estimation methods. For likelihood based estimation, several closed form approximations for the marginal likelihood of GLLVMs have been proposed, but their efficient implementations have been lacking in the literature. To fill this gap, we show in this paper how to obtain computationally convenient estim…

0106 biological sciencesMultivariate statisticsMultivariate analysisComputer scienceBinomials01 natural sciencesPolynomials010104 statistics & probabilityAmoebastilastolliset mallitestimointiProtozoansLikelihood FunctionsMultidisciplinaryApproximation MethodsStatistical ModelsSimulation and ModelingApplied MathematicsStatisticsQLinear modelREukaryotaLaplace's methodData Interpretation StatisticalPhysical SciencesVertebratesMedicineAlgorithmAlgorithmsResearch ArticleOptimizationScienceLatent variableResearch and Analysis Methods010603 evolutionary biologygeneralized linear latent variable modelsSet (abstract data type)BirdsAnimalsComputer Simulation0101 mathematicsta112OrganismsBiology and Life SciencesStatistical modelMarginal likelihoodAlgebraAmniotesMultivariate AnalysisLinear ModelsMathematicsSoftwarePLoS ONE
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Molecular Phylogeny of Tintinnid Ciliates (Tintinnida, Ciliophora)

2012

We investigated the phylogeny of tintinnids (Ciliophora, Tintinnida) with 62 new SSU-rDNA sequences from single cells of 32 marine and freshwater species in 20 genera, including the first SSU-rDNA sequences for Amphorides, Climacocylis, Codonaria, Cyttarocylis, Parundella, Petalotricha, Undella and Xystonella, and 23 ITS sequences of 17 species in 15 genera. SSU-rDNA phylogenies suggested a basal position for Eutintinnus, distant to other Tintinnidae. We propose Eutintinnidae fam. nov. for this divergent genus, keeping the family Tintinnidae for Amphorellopsis, Amphorides and Steenstrupiella. Tintinnopsis species branched in at least two separate groups and, unexpectedly, Climacocylis branc…

0106 biological sciencesSequence analysisMolecular Sequence DataZoologyBiology010603 evolutionary biology01 natural sciencesMicrobiologyDNA Ribosomal03 medical and health sciencesPhylogeneticsGenusDNA Ribosomal SpacerRNA Ribosomal 18SCluster Analysis14. Life underwaterCiliophoraCladeSensu strictoPhylogeny[SDU.STU.OC]Sciences of the Universe [physics]/Earth Sciences/Oceanography030304 developmental biology0303 health sciencesEcologyWaterGenes rRNASequence Analysis DNARibosomal RNADNA Protozoanbiology.organism_classificationMolecular phylogeneticsRNA ProtozoanTintinnid
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