0000000000230157

AUTHOR

Petri Ekholm

0000-0003-3070-4570

showing 3 related works from this author

Estimating aggregated nutrient fluxes in four Finnish rivers via Gaussian state space models

2013

Reliable estimates of the nutrient fluxes carried by rivers from land-based sources to the sea are needed for efficient abatement of marine eutrophication. Although nutrient concentrations in rivers generally display large temporal variation, sampling and analysis for nutrients, unlike flow measurements, are rarely performed on a daily basis. The infrequent data calls for ways to reliably estimate the nutrient concentrations of the missing days. Here, we use the Gaussian state space models with daily water flow as a predictor variable to predict missing nutrient concentrations for four agriculturally impacted Finnish rivers. Via simulation of Gaussian state space models, we are able to esti…

Statistics and ProbabilityHydrologyWater flowEcological ModelingGaussianPhosphorusMonte Carlo methodSampling (statistics)chemistry.chemical_elementsymbols.namesakeNutrientchemistrysymbolsState spaceEnvironmental scienceEutrophicationEnvironmetrics
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Risk assessment of gypsum amendment on agricultural fields: Effects of sulfate on riverine biota

2022

Gypsum (CaSO4 ∙ 2H2 O) amendment is a promising way of decreasing the phosphorus loading of arable lands, and of thus preventing aquatic eutrophication. However, in freshwaters with low sulfate concentrations, gypsum-released sulfate may pose a threat to the biota. To assess such risks, we performed a series of sulfate toxicity tests in the laboratory and conducted field surveys. These field surveys were associated with a large-scale pilot exercise involving spreading gypsum on agricultural fields covering 18% of the Savijoki River catchment area. The gypsum amendment in such fields resulted in about fourfold increase in the mean sulfate concentration for a 2-month period, and a transient, …

Fontinalis antipyreticaHealth Toxicology and Mutagenesisved/biology.organism_classification_rank.speciesSavijokisulfatevesistönkuormituschemistry.chemical_compoundmaanparannusaineetfosforiFinlandSulfatesBiotaeliöyhteisötBiotatoksisuusympäristövaikutuksetEnvironmental chemistryympäristöriskitkipsiGypsumBaltic SeaAmendmentchemistry.chemical_elementtestitengineering.materialmyrkyllisyysCalcium SulfateRisk AssessmenttapaustutkimusRiversSuomiEnvironmental ChemistryAnimalsSulfatepellotved/biologyPhosphoruskuormitusfungiGypsumvesistövaikutuksetgypsumBivalviachemistrysulfaatitItämeriengineeringEnvironmental scienceWater qualityEutrophicationWater Pollutants Chemical
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Estimating aggregated nutrient fluxes in four Finnish rivers via Gaussian state space models

2013

Reliable estimates of the nutrient fluxes carried by rivers from land-based sources to the sea are needed for efficient abatement of marine eutrophication. Although nutrient concentrations in rivers generally display large temporal variation, sampling and analysis for nutrients, unlike flow measurements, are rarely performed on a daily basis. The infrequent data calls for ways to reliably estimate the nutrient concentrations of the missing days. Here, we use the Gaussian state space models with daily water flow as a predictor variable to predict missing nutrient concentrations for four agriculturally impacted Finnish rivers. Via simulation of Gaussian state space models, we are able to esti…

sparse dataharva aineistoPHOSPHORUS LOADOceanografi hydrologi och vattenresurserFINLANDKalmanin tasoitinsimulationSERIESinterpolationOceanography Hydrology and Water ResourcesKalmanin suodinKalman smootherSTREAMSsimulointiKalman filterinterpolointi
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