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tuwhera open repository home link rel stylesheet href styles cf390c6bfbe7555f css skip to main content english العربية বাংলা català čeština deutsch ελληνικά español فارسی suomi français gàidhlig ગુજરાતી हिंदी magyar italiano қазақ latviešu मराठी nederlands polski português português do brasil русский srpski lat српски svenska தமிழ் türkçe yкраї́нська tiếng việt log in aut login log in new user click here to register have you forgotten your password communities collections browse statistics deposit help tuwhera research repository the tuwhera research repository provides sustainable open access and archiving to a broad range of aut produced research theses research outputs and datasets search theses dissertations deposit your thesis datasets deposit your dataset research outputs deposit your research output via research elements recent submissions loading item type item access status open access from compliant to critical forecasting emerging e coli risk in new zealand s south island rivers mdpi ag 2026 09 12 tiwari parul goyal tanishqa kulasiri don show more freshwater quality is degrading globally and regulatory monitoring remains largely retrospective identifying non compliance only after it occurs this study identifies whether multi year regulatorily relevant compliance breaches can be forecast from sparse monthly monitoring records alone and whether such forecasts improve on the assumption that next year resembles the current one using approximately two decades 2004 2024 of land air water aotearoa lawa data from 497 south island new zealand river sites a single pooled gradient boosted lightgbm classifier was trained to forecast escherichia coli worst band band e non compliance under the national policy statement for freshwater management at one two and three year horizons benchmarked against persistence trend projection and majority class baselines under strictly temporal validation the model discriminated breaches reliably auc 0 84 0 85 and exceeded persistence in balanced accuracy at all three horizons significantly at two and three years its principal value was early warning among currently compliant sites it recovered roughly half of subsequent breaches transitions that persistence cannot detect by construction yielding a forward watchlist of 97 sites at risk of entering the worst band band e by 2027 concentrated in pastoral catchments forecasting from monitoring data alone imposes an honest ceiling scores are reported as risk rankings the findings support a shift from reactive to anticipatory freshwater management show more loading item type item access status open access insights into the pulsar timing array hypothesis space american physical society aps 2026 09 28 zahraoui el mehdi maturana russel patricio van straten willem meyer renate gulyaev sergei show more we present novel insights into the pulsar noise model space in pulsar timing array pta experiments through a comparative analysis of the same parkes pta second data release observations processed with the 2020 and 2023 pipelines we show that data processing materially changes the distribution of posterior support across competing noise hypotheses and increases sensitivity to weak contributions such as the solar wind a solar wind component appears in the highest posterior hypothesis for ten pulsars under the 2023 pipeline against four under the 2020 pipeline while the corresponding mean electron density estimates are consistent with parkes pta dr3 results furthermore hypothesis space analysis exposes model competition and degeneracies that are hidden by single model summaries approximately 75 of the pulsars retain substantial posterior support for alternative noise descriptions therefore understanding the nature of the pulsar noise hypothesis space is crucial for robust inference and nanohertz gravitational wave background searches show more loading item type item access status open access multi level inclusion systems how tempered radicals influence change in manufacturing organisations taylor and francis group 2026 10 05 griffiths chris mcghee peter smollan roy show more this study explores how tempered radicals promote inclusive workplaces across organizational levels in manufacturing companies tempered radicals work within established structures to deliver socially inspired change strategically challenging norms while balancing organizational commitment and personal values building on meyerson sfoundational work this research extends tempered radical theory by developing a multi level tempered radical approach framework that examines how these change agents operate differently across frontline supervisory and managerial levels within manufacturing settings 27 participants were interviewed through narrative inquiry methodology we employed leximancer text mining and thematic analysis the findings reveal distinct patterns in how tempered radicals construct identities navigate work environments employ operational methods and engage in interpersonal interactions at each organizational level the framework developed for this study contributes to tempered radical literature by providing empirical evidence of level specific strategies within hierarchical manufacturing contexts an underexplored setting in existing research the study advances understanding of meyerson s spectrum while offering insights for enhancing workplace inclusion in traditionally hierarchical industries show more loading item type item access status open access do investors value environmental corporate policies evidence from the australian market mdpi ag 2021 03 16 chandra mohinesh tourani rad alireza show more in this paper we explore the relationship between a firm s environmental policies and their risk adjusted stock returns using a sample of stock exchange listed australian firms over the period of 2010 2018 we observed a positive and statistically significant relationship suggesting that a firm s environmental policies partially explain their stock performance moreover we found that investors in the australian market significantly value a companies efforts to reduce emissions and that this primarily drives the investors observed reaction to a firm s social corporate policies next we formed portfolios and observed that portfolios formed on high environmental social and governance esg environmental pillar scores consistently outperformed those formed on low esg environmental pillar scores overall our results lend support to the notion that investors in the australian market value information about a firm s social policies show more loading item type item access status open access 24 ghz flexible antenna for doppler radar based human vital signs monitoring mdpi ag 2021 05 27 kathuria nitin seet boon chong show more noncontact monitoring of human vital signs has been an emerging research topic in recent years a key approach to this monitoring is the use of the doppler radar concept which enables real time vital signs detection resulting in a new class of radar system known as bio radar the antennas are a key component of any bio radar module and their designs should meet the common requirements of bio radar applications such as high radiation directivity and mechanical flexibility this paper presents the design of a four element antenna array on a flexible liquid crystal polymer lcp substrate of 100 μm thickness and εr of 3 35 the designed antenna array can be used with a 24 ghz bio radar for vital signs monitoring in a non contact manner it features a relatively compact size of 36 5 53 mm2 and measured gain of 5 81 dbi the two vital signs breathing rate br and heart rate hr of two human subjects are detected with relatively good accuracy using the fabricated antenna array and radio frequency rf output power of 3 dbm from a distance of approximately 60 cm the effect of bending on the antenna performance is also analyzed show more load more hosted by tuwhera an initiative of te mātāpuna 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