1 Ocak 2013 Dergi makalesi Açık Erişim

Evrendilek, Fatih; Denizli, Haluk; Yetis, Hakan; Karakaya, Nusret

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      {
        "affiliation": "Abant Izzet Baysal Univ, Dept Environm Engn, Bolu, Turkey", 
        "name": "Evrendilek, Fatih"
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      {
        "affiliation": "Abant Izzet Baysal Univ, Dept Phys, Bolu, Turkey", 
        "name": "Denizli, Haluk"
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      {
        "affiliation": "Abant Izzet Baysal Univ, Dept Phys, Bolu, Turkey", 
        "name": "Yetis, Hakan"
      }, 
      {
        "affiliation": "Abant Izzet Baysal Univ, Dept Environm Engn, Bolu, Turkey", 
        "name": "Karakaya, Nusret"
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    "description": "Concentrations of outdoor radon-222 (Rn-222) in temperate grazed peatland and deciduous forest in northwestern Turkey were measured, compared, and modeled using artificial neural networks (ANNs) and multiple nonlinear regression (MNLR) models. The best-performing multilayer perceptron model selected out of 28 ANNs considerably enhanced accuracy metrics in emulating Rn-222 concentrations relative to the MNLR model. The two ecosystems had similar diel patterns with the lowest Rn-222 concentrations in the afternoon and the highest ones near dawn. Mean level (5.1 + 2.5 Bq m(-3) h(-1)) of Rn-222 in the forest was three times smaller than that (15.8 + 9.7 Bq m(-3)) of Rn-222 in the peatland. Mean Rn-222 level had negative and positive relationships with air temperature and relative humidity, respectively.", 
    "doi": "10.1007/s10661-012-2968-3", 
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    "journal": {
      "issue": "7", 
      "pages": "5577-5583", 
      "title": "ENVIRONMENTAL MONITORING AND ASSESSMENT", 
      "volume": "185"
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    "publication_date": "2013-01-01", 
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    "title": "Monitoring spatiotemporal variations of diel radon concentrations in peatland and forest ecosystems based on neural network and regression models"
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