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  • image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
    Authors: Colangelo, Alessandro; Petrović, Stefan; Balyk, Olexandr;

    Initial release

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  • image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
    Authors: Dalmonech, Daniela; Marano, Gina; Amthor, Jeffrey; Cescatti, Alessandro; +3 Authors

    This repository contains the original source code of the 3D-CMCC-FEM model developed by A. Collalti et al 2013, the model inputs, the model outputs and validation outputs related to the manuscript entitled "Feasibility of enhancing carbon sequestration and stock capacity in temperate and boreal European forests via changes to management regimes" {"references": ["Collalti A, Perugini L, Santini M, Chiti T, Nol\u00e8 A, Matteucci G, Valentini R et al. A process-based model to simulate growth in forests with complex structure: Evaluation and use of 3D-CMCC Forest Ecosystem Model in a deciduous forest in Central Italy. Ecological Modelling,272,362-378,2013"]}

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      image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ ZENODOarrow_drop_down
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      image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
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    Authors: Marchioro, Giacomo; Young, Samuel;

    This is the first release of a simple module to plot energy profile diagrams using Python and matplotlib.

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      image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ ZENODOarrow_drop_down
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  • image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/

    The simulation of offshore wind turbines requires the definition of a long-term statistical representation of the environmental conditions in the installation site. To certify a wind turbine for offshore use, a set of design load cases (DLCs) must be simulated. Although international standards [1] define these conditions, finding ready-to-use and complete environmental conditions for such studies can be difficult. This work provides a working example of how to derive environmental conditions for offshore wind turbine simulation using only open-source tools. Data is sourced from the ERA5 reanalysis database [2] and processed using Virocon [3]. Folder contents "01 Derivation of Met-Ocean Conditions for FOWT simulation.py" - Python script to obtain environmental condtions for an offshore site. Example provided for EU site off of Barra Island (Scotland) "02 ERA5_WoB_2000.py" - Python script example to downlod hourly data samples of wind speed at 10 and 100 above sea water level, significant wave height, peak spectral period and mean wave direction from ERA5 reanalysis database for year 2000 "03 MetOcean_WoB_ERA5" - Post-processed ready-to-use environmental conditions for simulation of Offshore (Floating) wind turbines. Data from EU site off of Barra Island (Scotland). "04 arraydescription_pdfWoB.json", "04 arrayvalues_pdfWoB", "04 README_pdfWoB" - 4-D Array containing probability of each wind speed - significan wave height - peak spectral period and wind-wave misalignment bin. The procedure is explained in detail in [4]. {"references": ["International Electrotechnical Commission 2019 IEC 61400-1: Wind energy generation systems. Design requirements Part 1 Part 1", "Hersbach H, et al.,\u00a02020, The ERA5 global reanalysis Q. J. R. Meteorol. Soc. 146 1999\u20132049", "Haselsteiner A F, Lehmkuhl J, Pape T, Windmeier K-L and Thoben K-D 2019 ViroCon: A software to compute multivariate extremes using the environmental contour method SoftwareX 9 95\u2013101", "Papi, F., Perignon, Y., Bianchini, A.,\u00a0Derivation of Met-Ocean Conditions for the Simulation of Floating Wind Turbines: a European case study, IOP Journal of Science: Conference Series, Proceedings of ATI 2022 conference, Bari, 12-15 Sep. 2022"]}

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    ZENODO
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      image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
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  • image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
    Authors: Dalmonech, Daniela; Marano, Gina; Amthor, Jeffrey; Cescatti, Alessandro; +2 Authors

    {"references": ["Collalti A, Perugini L, Santini M, Chiti T, Nol\u00e8 A, Matteucci G, Valentini R et al. A process-based model to simulate growth in forests with complex structure: Evaluation and use of 3D-CMCC Forest Ecosystem Model in a deciduous forest in Central Italy. Ecological Modelling,272,362-378,2013"]} This repository contains the original source code of the 3D-CMCC-FEM model developed by A. Collalti et al 2013, the model inputs, the model outputs and validation outputs related to the manuscript entitled "No leeway to enhance carbon sequestration and stock capacity via changes to forest management"

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    Authors: de Winkel, Jasper; Delle Donne, Carlo; Yildirim, Kasim Sinan; Pawelczak, Przemyslaw; +1 Authors

    Botoks is a batteryless timekeeping sensor that operates intermittently harvesting ambient energy. Botoks's hardware and software components enable IoT applications that require precise and intermittency-safe timekeeping. The cascaded hierarchical remanence timekeeper (CHRT) embedded on Botoks is a novel remanence timekeeper architecture. In principle, capacitive remanence timekeepers are simple RC circuits whose energy level is converted into time. To know more about them and the CHRT, refer to our paper (to be made public) and the docs.

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  • Authors: Panceri, Andrea; Mattia, Gabriele Proietti;

    This study addresses the complex problem of task scheduling and battery management within the context of the Edge-to-Cloud continuum. Our proposed approach incorporates multi-objective optimization, which encompasses power management in addition to real-time processing demands, to ensure both performance and sustainability. Our methodology takes into account the heterogeneity of nodes and dynamically organizes jobs to meet user-specified processing requirements. This is achieved through the utilization of online Reinforcement Learning, a machine learning technique that enables the system to learn and adapt to the dynamic environment in real-time.

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  • image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
    Authors: Redolfi, Marco; Carlin, Mattia; Tubino, Marco;

    Matlab code for simulating the evolution of river alternate bars under different climate change scenarios ->as detailed in the manuscript: Redolfi, M., Carlin, M. & Tubino, M. The impact of climate change on river alternate bars. Geophysical Research Letters. *Originally developed by Mattia Carlin; revised and reorganized by Marco Redolfi *The code is developed using Matlab R2022a under Linux Ubuntu and MS Windows *Please note that this is a research code, not fully tested! *Simply run: ->main.m to perform simulations for the two reaches in all scenarios ->plotting_basic.m to visualize basic results for individual simulations ->change_factors_HYDROCH.m to visualize yearly variation of change factors *For further questions please contact marco.redolfi@unitn.it {"references": ["Redolfi, M., Carlin, M. & Tubino, M. The impact of climate change on river alternate bars. Geophysical Research Letters."]}

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    Authors: Pallotta, Giovanna; Marrasso, Elisa; Martone, Chiara; Roselli, Carlo; +1 Authors
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  • Authors: Archambeau, Juliette; Benito-Garzón, Marta; de-Miguel, Marina; Changenet, Alexandre; +7 Authors

    Predicting how tree populations will respond to climate change is an urgent societal concern. An increasingly popular way to make such predictions is the genomic offset (GO) approach, which aims to use genomic and climate data to identify populations that may experience climate maladaptation in the near future. More precisely, GO tries to represent the change in allele frequencies required to maintain the current gene-climate relationships under climate change. However, the GO approach has major limitations and, despite promising validation of its predictions using height data from common gardens, it still lacks broad empirical testing. In the present study, we evaluated the consistency and empirical validity of GO predictions in maritime pine (Pinus pinaster Ait.), a tree species from southwestern Europe and North Africa with a marked population genetic structure. First, gene-climate relationships were estimated using 9,817 SNPs genotyped in 454 trees from 34 populations; and candidate SNPs potentially involved in climate adaptation were identified. Second, GO was predicted using four methods, namely Gradient Forest (GF), Redundancy Analysis (RDA), latent factor mixed model (LFMM) and Generalised Dissimilarity Modeling (GDM), two sets of SNPs (candidate and control SNPs) and five climate general circulation models (GCMs) to account for uncertainty in future climate predictions. Last, the empirical validity of GO predictions was evaluated within a Bayesian framework by estimating the associations between GO predictions and two independent data sources: mortality data from National Forest Inventories (NFI), and mortality and height data from five common gardens in contrasting environments. We found high variability in GO predictions across methods, SNP sets and GCMs. Regarding validation, GO predictions with GDM and GF (and to a lesser extent RDA) based on the candidate SNPs showed the strongest and most consistent associations with mortality rates in common gardens and NFI plots. We found almost no association between GO predictions and tree height in common gardens, most likely due to the overwhelming effect of population genetic structure on tree height in this species. Our study demonstrates the imperative to validate GO predictions with a range of independent data sources before they can be used as informative and reliable metrics in conservation or management strategies. Funding provided by: European Union's Horizon 2020 research and innovation programme*Crossref Funder Registry ID: Award Number: 862221 (FORGENIUS) Funding provided by: European Union's Horizon 2020 research and innovation programme*Crossref Funder Registry ID: Award Number: 101081774 (OPTFORESTS) Funding provided by: UK's 'Future of UK Treescapes' programme*Crossref Funder Registry ID: http://dx.doi.org/10.13039/100014013Award Number: NE/V019813/1 (newLEAF) See paper for methods.

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    Authors: Colangelo, Alessandro; Petrović, Stefan; Balyk, Olexandr;

    Initial release

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  • image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
    Authors: Dalmonech, Daniela; Marano, Gina; Amthor, Jeffrey; Cescatti, Alessandro; +3 Authors

    This repository contains the original source code of the 3D-CMCC-FEM model developed by A. Collalti et al 2013, the model inputs, the model outputs and validation outputs related to the manuscript entitled "Feasibility of enhancing carbon sequestration and stock capacity in temperate and boreal European forests via changes to management regimes" {"references": ["Collalti A, Perugini L, Santini M, Chiti T, Nol\u00e8 A, Matteucci G, Valentini R et al. A process-based model to simulate growth in forests with complex structure: Evaluation and use of 3D-CMCC Forest Ecosystem Model in a deciduous forest in Central Italy. Ecological Modelling,272,362-378,2013"]}

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    Authors: Marchioro, Giacomo; Young, Samuel;

    This is the first release of a simple module to plot energy profile diagrams using Python and matplotlib.

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    The simulation of offshore wind turbines requires the definition of a long-term statistical representation of the environmental conditions in the installation site. To certify a wind turbine for offshore use, a set of design load cases (DLCs) must be simulated. Although international standards [1] define these conditions, finding ready-to-use and complete environmental conditions for such studies can be difficult. This work provides a working example of how to derive environmental conditions for offshore wind turbine simulation using only open-source tools. Data is sourced from the ERA5 reanalysis database [2] and processed using Virocon [3]. Folder contents "01 Derivation of Met-Ocean Conditions for FOWT simulation.py" - Python script to obtain environmental condtions for an offshore site. Example provided for EU site off of Barra Island (Scotland) "02 ERA5_WoB_2000.py" - Python script example to downlod hourly data samples of wind speed at 10 and 100 above sea water level, significant wave height, peak spectral period and mean wave direction from ERA5 reanalysis database for year 2000 "03 MetOcean_WoB_ERA5" - Post-processed ready-to-use environmental conditions for simulation of Offshore (Floating) wind turbines. Data from EU site off of Barra Island (Scotland). "04 arraydescription_pdfWoB.json", "04 arrayvalues_pdfWoB", "04 README_pdfWoB" - 4-D Array containing probability of each wind speed - significan wave height - peak spectral period and wind-wave misalignment bin. The procedure is explained in detail in [4]. {"references": ["International Electrotechnical Commission 2019 IEC 61400-1: Wind energy generation systems. Design requirements Part 1 Part 1", "Hersbach H, et al.,\u00a02020, The ERA5 global reanalysis Q. J. R. Meteorol. Soc. 146 1999\u20132049", "Haselsteiner A F, Lehmkuhl J, Pape T, Windmeier K-L and Thoben K-D 2019 ViroCon: A software to compute multivariate extremes using the environmental contour method SoftwareX 9 95\u2013101", "Papi, F., Perignon, Y., Bianchini, A.,\u00a0Derivation of Met-Ocean Conditions for the Simulation of Floating Wind Turbines: a European case study, IOP Journal of Science: Conference Series, Proceedings of ATI 2022 conference, Bari, 12-15 Sep. 2022"]}

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    Authors: Dalmonech, Daniela; Marano, Gina; Amthor, Jeffrey; Cescatti, Alessandro; +2 Authors

    {"references": ["Collalti A, Perugini L, Santini M, Chiti T, Nol\u00e8 A, Matteucci G, Valentini R et al. A process-based model to simulate growth in forests with complex structure: Evaluation and use of 3D-CMCC Forest Ecosystem Model in a deciduous forest in Central Italy. Ecological Modelling,272,362-378,2013"]} This repository contains the original source code of the 3D-CMCC-FEM model developed by A. Collalti et al 2013, the model inputs, the model outputs and validation outputs related to the manuscript entitled "No leeway to enhance carbon sequestration and stock capacity via changes to forest management"

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    Authors: de Winkel, Jasper; Delle Donne, Carlo; Yildirim, Kasim Sinan; Pawelczak, Przemyslaw; +1 Authors

    Botoks is a batteryless timekeeping sensor that operates intermittently harvesting ambient energy. Botoks's hardware and software components enable IoT applications that require precise and intermittency-safe timekeeping. The cascaded hierarchical remanence timekeeper (CHRT) embedded on Botoks is a novel remanence timekeeper architecture. In principle, capacitive remanence timekeepers are simple RC circuits whose energy level is converted into time. To know more about them and the CHRT, refer to our paper (to be made public) and the docs.

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  • Authors: Panceri, Andrea; Mattia, Gabriele Proietti;

    This study addresses the complex problem of task scheduling and battery management within the context of the Edge-to-Cloud continuum. Our proposed approach incorporates multi-objective optimization, which encompasses power management in addition to real-time processing demands, to ensure both performance and sustainability. Our methodology takes into account the heterogeneity of nodes and dynamically organizes jobs to meet user-specified processing requirements. This is achieved through the utilization of online Reinforcement Learning, a machine learning technique that enables the system to learn and adapt to the dynamic environment in real-time.

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    Authors: Redolfi, Marco; Carlin, Mattia; Tubino, Marco;

    Matlab code for simulating the evolution of river alternate bars under different climate change scenarios ->as detailed in the manuscript: Redolfi, M., Carlin, M. & Tubino, M. The impact of climate change on river alternate bars. Geophysical Research Letters. *Originally developed by Mattia Carlin; revised and reorganized by Marco Redolfi *The code is developed using Matlab R2022a under Linux Ubuntu and MS Windows *Please note that this is a research code, not fully tested! *Simply run: ->main.m to perform simulations for the two reaches in all scenarios ->plotting_basic.m to visualize basic results for individual simulations ->change_factors_HYDROCH.m to visualize yearly variation of change factors *For further questions please contact marco.redolfi@unitn.it {"references": ["Redolfi, M., Carlin, M. & Tubino, M. The impact of climate change on river alternate bars. Geophysical Research Letters."]}

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    Authors: Pallotta, Giovanna; Marrasso, Elisa; Martone, Chiara; Roselli, Carlo; +1 Authors
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  • Authors: Archambeau, Juliette; Benito-Garzón, Marta; de-Miguel, Marina; Changenet, Alexandre; +7 Authors

    Predicting how tree populations will respond to climate change is an urgent societal concern. An increasingly popular way to make such predictions is the genomic offset (GO) approach, which aims to use genomic and climate data to identify populations that may experience climate maladaptation in the near future. More precisely, GO tries to represent the change in allele frequencies required to maintain the current gene-climate relationships under climate change. However, the GO approach has major limitations and, despite promising validation of its predictions using height data from common gardens, it still lacks broad empirical testing. In the present study, we evaluated the consistency and empirical validity of GO predictions in maritime pine (Pinus pinaster Ait.), a tree species from southwestern Europe and North Africa with a marked population genetic structure. First, gene-climate relationships were estimated using 9,817 SNPs genotyped in 454 trees from 34 populations; and candidate SNPs potentially involved in climate adaptation were identified. Second, GO was predicted using four methods, namely Gradient Forest (GF), Redundancy Analysis (RDA), latent factor mixed model (LFMM) and Generalised Dissimilarity Modeling (GDM), two sets of SNPs (candidate and control SNPs) and five climate general circulation models (GCMs) to account for uncertainty in future climate predictions. Last, the empirical validity of GO predictions was evaluated within a Bayesian framework by estimating the associations between GO predictions and two independent data sources: mortality data from National Forest Inventories (NFI), and mortality and height data from five common gardens in contrasting environments. We found high variability in GO predictions across methods, SNP sets and GCMs. Regarding validation, GO predictions with GDM and GF (and to a lesser extent RDA) based on the candidate SNPs showed the strongest and most consistent associations with mortality rates in common gardens and NFI plots. We found almost no association between GO predictions and tree height in common gardens, most likely due to the overwhelming effect of population genetic structure on tree height in this species. Our study demonstrates the imperative to validate GO predictions with a range of independent data sources before they can be used as informative and reliable metrics in conservation or management strategies. Funding provided by: European Union's Horizon 2020 research and innovation programme*Crossref Funder Registry ID: Award Number: 862221 (FORGENIUS) Funding provided by: European Union's Horizon 2020 research and innovation programme*Crossref Funder Registry ID: Award Number: 101081774 (OPTFORESTS) Funding provided by: UK's 'Future of UK Treescapes' programme*Crossref Funder Registry ID: http://dx.doi.org/10.13039/100014013Award Number: NE/V019813/1 (newLEAF) See paper for methods.

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