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  • Energy Research
  • 12. Responsible consumption
  • 6. Clean water
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  • Authors: Lothar, M.; Winfried, B.; Winfried, S.; Vladimir, R.; +21 Authors

    Исследование ландшафтов всегда было традиционным научным направлением географии. В России подобная направленность исследований остаётся актуальной, несмотря на то, что термины «геоэкология» и «ландшафтная экология» сегодня более распространены в англоязычном научном сообществе. Наш краткий обзор показывает значительное ускорение антропогенных ландшафтных изменений в Европе, Центральной Азии и азиатской части России за последние пять десятилетий. Ландшафтные исследования в антропоцене должны быть направлены на достижение и сохранение устойчивости ландшафта при его высокой производительности, что включает в себя прекращение деградации ландшафтов, развитие культурных и сохранение природных ландшафтов. Чистая вода и чистый воздух, плодородные и здоровые почвы для производства продуктов питания и других экосистемных услуг, а также биологически разнообразная зеленая среда являются атрибутами ландшафтов, обеспечивающих выживание и благополучие населения. Дисциплинарные и междисциплинарные исследования должны генерировать знания, инновации и правила принятия действенных решений. Генерация знаний в глобализованном мире основана на сборе больших массивов данных и моделировании сценариев. Международные длительные полевые опыты и системы агроэкологического мониторинга будут предоставлять данные для экосистемных моделей и систем поддержки принимаемых решений. Landscape research has been a traditional scientific discipline of geography. This is still the case in Russia, whilst the terms geo-ecology and landscape ecology have become established in the English speaking scientific community. Our short review reveals huge and accelerating anthropogenic landscape transformations in Europe, Central Asia and Asian Russia since the end the 1960s. Landscape research in the Anthropocene has to focus on achieving landscape sustainability at high productivity. This includes halting landscape degradation, developing cultural landscapes, and maintaining semi-natural landscapes. Clean water and air, fertile and healthy soils for food and other ecosystem services and a green and bio-diverse environment are attributes of landscapes for the survival and well-being of humans. Research has to generate knowledge, innovations and decision rules by disciplinary, interdisciplinary and trans-disciplinary work. Knowledge generation in a globalized world is based on big data gathering and scenario modelling. International long-term experiments and agri-environmental monitoring systems will deliver data for ecosystem models and decision support systems.

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  • Authors: Lothar, M.; Winfried, B.; Winfried, S.; Vladimir, R.; +21 Authors

    Исследование ландшафтов всегда было традиционным научным направлением географии. В России подобная направленность исследований остаётся актуальной, несмотря на то, что термины «геоэкология» и «ландшафтная экология» сегодня более распространены в англоязычном научном сообществе. Наш краткий обзор показывает значительное ускорение антропогенных ландшафтных изменений в Европе, Центральной Азии и азиатской части России за последние пять десятилетий. Ландшафтные исследования в антропоцене должны быть направлены на достижение и сохранение устойчивости ландшафта при его высокой производительности, что включает в себя прекращение деградации ландшафтов, развитие культурных и сохранение природных ландшафтов. Чистая вода и чистый воздух, плодородные и здоровые почвы для производства продуктов питания и других экосистемных услуг, а также биологически разнообразная зеленая среда являются атрибутами ландшафтов, обеспечивающих выживание и благополучие населения. Дисциплинарные и междисциплинарные исследования должны генерировать знания, инновации и правила принятия действенных решений. Генерация знаний в глобализованном мире основана на сборе больших массивов данных и моделировании сценариев. Международные длительные полевые опыты и системы агроэкологического мониторинга будут предоставлять данные для экосистемных моделей и систем поддержки принимаемых решений. Landscape research has been a traditional scientific discipline of geography. This is still the case in Russia, whilst the terms geo-ecology and landscape ecology have become established in the English speaking scientific community. Our short review reveals huge and accelerating anthropogenic landscape transformations in Europe, Central Asia and Asian Russia since the end the 1960s. Landscape research in the Anthropocene has to focus on achieving landscape sustainability at high productivity. This includes halting landscape degradation, developing cultural landscapes, and maintaining semi-natural landscapes. Clean water and air, fertile and healthy soils for food and other ecosystem services and a green and bio-diverse environment are attributes of landscapes for the survival and well-being of humans. Research has to generate knowledge, innovations and decision rules by disciplinary, interdisciplinary and trans-disciplinary work. Knowledge generation in a globalized world is based on big data gathering and scenario modelling. International long-term experiments and agri-environmental monitoring systems will deliver data for ecosystem models and decision support systems.

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    Authors: Cesaro, Z;

    Green ammonia is gaining momentum as a globally significant technology for deep decarbonisation. In this thesis, several models are developed across chemical, techno-economic, and energy system modelling disciplines to explore the future role of green ammonia. First, standalone models of production (i.e., power-to-ammonia) and re-electrification (i.e., ammonia-to-power) are developed and compared to competing technologies. Second, these models are integrated into a planning and dispatch energy system model (ESM) of India to 2050. The ESM has several novel additions including the sector coupling of hydrogen and ammonia, multiple years of granular weather data, and learning-curve-based technology cost forecasts. India is chosen as an ideal case study given its globally unmatched demand growth in all three relevant sectors: electricity, green hydrogen, and green ammonia. The projected electricity demands for green hydrogen and ammonia production account for 25% of the total Indian electricity demand in 2050, underscoring the transformational potential that green hydrogen and ammonia sector coupling can have on the Indian energy system. The results of the state-of-the-art ESM highlight synergistic effects of hydrogen and ammonia sector coupling with the power system. The least-cost system employs seasonal green ammonia production paired with up to 40 million tonnes (i.e., 200 TWh) of ammonia storage, as well as some re-electrification via gas turbines. Sector coupling reduces system curtailment, addresses challenges of long-duration storage, and improves system resilience to interannual weather variations. While India is a crucial case study from a global decarbonisation perspective, the methodology and findings are generally applicable, and it is the aim of this work to motivate and accelerate the wider research community into considering the potential impacts of green ammonia sector coupling on electricity grid design. Finally, this work highlights strategic technology development direction for ammonia producers and gas turbine manufacturers, as well as implications for policymakers.

    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/ Oxford University Re...arrow_drop_down
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    Authors: Cesaro, Z;

    Green ammonia is gaining momentum as a globally significant technology for deep decarbonisation. In this thesis, several models are developed across chemical, techno-economic, and energy system modelling disciplines to explore the future role of green ammonia. First, standalone models of production (i.e., power-to-ammonia) and re-electrification (i.e., ammonia-to-power) are developed and compared to competing technologies. Second, these models are integrated into a planning and dispatch energy system model (ESM) of India to 2050. The ESM has several novel additions including the sector coupling of hydrogen and ammonia, multiple years of granular weather data, and learning-curve-based technology cost forecasts. India is chosen as an ideal case study given its globally unmatched demand growth in all three relevant sectors: electricity, green hydrogen, and green ammonia. The projected electricity demands for green hydrogen and ammonia production account for 25% of the total Indian electricity demand in 2050, underscoring the transformational potential that green hydrogen and ammonia sector coupling can have on the Indian energy system. The results of the state-of-the-art ESM highlight synergistic effects of hydrogen and ammonia sector coupling with the power system. The least-cost system employs seasonal green ammonia production paired with up to 40 million tonnes (i.e., 200 TWh) of ammonia storage, as well as some re-electrification via gas turbines. Sector coupling reduces system curtailment, addresses challenges of long-duration storage, and improves system resilience to interannual weather variations. While India is a crucial case study from a global decarbonisation perspective, the methodology and findings are generally applicable, and it is the aim of this work to motivate and accelerate the wider research community into considering the potential impacts of green ammonia sector coupling on electricity grid design. Finally, this work highlights strategic technology development direction for ammonia producers and gas turbine manufacturers, as well as implications for policymakers.

    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/ Oxford University Re...arrow_drop_down
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    Authors: Kaime, Thoko; Glicksman, Robert L;

    This Article examines the genesis and context of SE4All, placing the effort within both itshistorical and international policy contexts. It highlights the voluntary nature of the initiative andargues that its effective implementation and the achievement of its goals require the articulation ofan applicable international legal framework that aids the transformation of SE4All’s policy actionsinto binding international legal commitments. The article contends that such a transformation doesnot depend on the creation of entirely new legal rules or institutions. Instead, an effective frame-work for successful implementation of SE4All can be derived from existing rules of internationalhuman rights law and sustainable development law. Reliance on these twin bodies of interna-tional law will increase the prospects for SE4All to achieve energy access and related goals thatits predecessor initiatives have failed to accomplish

    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/ https://dx.doi.org/1...arrow_drop_down
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    https://dx.doi.org/10.15495/ep...
    Article . 2015
    License: CC BY
    Data sources: Datacite
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      https://dx.doi.org/10.15495/ep...
      Article . 2015
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    Authors: Kaime, Thoko; Glicksman, Robert L;

    This Article examines the genesis and context of SE4All, placing the effort within both itshistorical and international policy contexts. It highlights the voluntary nature of the initiative andargues that its effective implementation and the achievement of its goals require the articulation ofan applicable international legal framework that aids the transformation of SE4All’s policy actionsinto binding international legal commitments. The article contends that such a transformation doesnot depend on the creation of entirely new legal rules or institutions. Instead, an effective frame-work for successful implementation of SE4All can be derived from existing rules of internationalhuman rights law and sustainable development law. Reliance on these twin bodies of interna-tional law will increase the prospects for SE4All to achieve energy access and related goals thatits predecessor initiatives have failed to accomplish

    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/ https://dx.doi.org/1...arrow_drop_down
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    https://dx.doi.org/10.15495/ep...
    Article . 2015
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    Authors: Larson, Blake; Mahalingam, Pirashennah; Turner, Stephen; Zhao, Zhen;

    The design that is being developed is a Water Monitoring System for Speed and Eramosa Rivers. This design consists of four sensors (turbidity, conductivity, dissolved oxygen and water level) which monitor the Speed and Eramosa Rivers in Guelph, Ontario. The sensors input measurements to a microcontroller which processes the inputs. The software contained on the microcontroller will pass a warning message to a wireless modem which relays the problem to a base station if dangerous contamination levels are reached.

    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/ DSpace at the Univer...arrow_drop_down
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    DSpace at the University of Guelph
    Part of book or chapter of book . 2007
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      DSpace at the University of Guelph
      Part of book or chapter of book . 2007
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    Authors: Larson, Blake; Mahalingam, Pirashennah; Turner, Stephen; Zhao, Zhen;

    The design that is being developed is a Water Monitoring System for Speed and Eramosa Rivers. This design consists of four sensors (turbidity, conductivity, dissolved oxygen and water level) which monitor the Speed and Eramosa Rivers in Guelph, Ontario. The sensors input measurements to a microcontroller which processes the inputs. The software contained on the microcontroller will pass a warning message to a wireless modem which relays the problem to a base station if dangerous contamination levels are reached.

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    DSpace at the University of Guelph
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      DSpace at the University of Guelph
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    Authors: Moore, Keith M.;

    This presentation gives an overview of the Sustainable Agriculture and Natural Resource Management Collaborative Research Support Program (SANREM CRSP). The SANREM CRSP utilizes a systems approach to promote many goals including the improvement of agricultural productivity, the empowerment of smallholders, and the promotion of sustainable development. This presentation shows the different components, partners, and structure of the SANREM CRSP, the extent of capacity building efforts, and the long-term research activities for Phase IV. ME (Management Entity)

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    Authors: Moore, Keith M.;

    This presentation gives an overview of the Sustainable Agriculture and Natural Resource Management Collaborative Research Support Program (SANREM CRSP). The SANREM CRSP utilizes a systems approach to promote many goals including the improvement of agricultural productivity, the empowerment of smallholders, and the promotion of sustainable development. This presentation shows the different components, partners, and structure of the SANREM CRSP, the extent of capacity building efforts, and the long-term research activities for Phase IV. ME (Management Entity)

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  • Authors: Savaget, Paulo;

    Systemic humanitarian, environmental, and socio-political problems are impeding current and future generations from meeting their very basic needs. The speed and scope of mainstream responses to the world’s most pressing problems are limited by agency failures and by the ‘rules of the game’. In this context, this research contributes to theory and practice by formulating and exploring the concept of Sustainability Hacking, a particularly advantageous change driver in situations where information is limited, resources are scarce, stakes are high, and decision-making is urgent. This research was conducted through 3 sequential stages. First, the researcher has systematically reviewed the literature on sociotechnical system change for sustainability. This review exposed and discussed 15 theoretical foundations that shape what changes are perceived as desirable and attainable, as well as how to navigate between all the coexisting pathways to drive positive change. By examining these foundations, it became possible to pinpoint opportunities for future contributions. Among them was the idea of investigating the meaning, characteristics and potential implications of Hacking as a change driver of sociotechnical systems. These were revealed in the 2nd research stage, after interviewing self-declared Hackers and cybersecurity experts to understand how they used the term and how they pursued their desired systemic changes. This stage provided the definition, as well as 9 dominant characteristics of System Hacking. The term refers to exploring unconventional solutions to a problem within sociotechnical systems. ‘Unconventional’ here means deviating from embedded institutions, i.e. the rules of the game in a society. Institutions represent sources of stability, coherence, and continuity of systems, while simultaneously shaping public expectations of what changes are viable and the heuristics of how they should be pursued. Differently from conventional approaches, system Hackers are not aiming at changing rules, neither are they passively complying with them. Instead, they work around the ‘rules of the game’ to accomplish ‘good-enough’ results promptly. The 3rd research stage consisted of investigating and working with Sustainability Hacks, i.e. System Hacks addressing pressing sustainability problems. This was performed through a combination of Action Research and Case Studies. Benefitting from a diverse database of 19 cases, the researcher conducted a cross-case analysis, which provided comprehensive observations on the 15 main similarities and 10 differences that constitute the key analytical variables of Sustainability Hacking. Furthermore, the analysis derived 5 Archetypes that can be used as frames of reference to provide guidance for practitioners evaluating possibilities of addressing pressing sustainability problems, as well as to support future academic contributions in this nascent field of research. Gates Cambridge

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    Thesis . 2019
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  • Authors: Savaget, Paulo;

    Systemic humanitarian, environmental, and socio-political problems are impeding current and future generations from meeting their very basic needs. The speed and scope of mainstream responses to the world’s most pressing problems are limited by agency failures and by the ‘rules of the game’. In this context, this research contributes to theory and practice by formulating and exploring the concept of Sustainability Hacking, a particularly advantageous change driver in situations where information is limited, resources are scarce, stakes are high, and decision-making is urgent. This research was conducted through 3 sequential stages. First, the researcher has systematically reviewed the literature on sociotechnical system change for sustainability. This review exposed and discussed 15 theoretical foundations that shape what changes are perceived as desirable and attainable, as well as how to navigate between all the coexisting pathways to drive positive change. By examining these foundations, it became possible to pinpoint opportunities for future contributions. Among them was the idea of investigating the meaning, characteristics and potential implications of Hacking as a change driver of sociotechnical systems. These were revealed in the 2nd research stage, after interviewing self-declared Hackers and cybersecurity experts to understand how they used the term and how they pursued their desired systemic changes. This stage provided the definition, as well as 9 dominant characteristics of System Hacking. The term refers to exploring unconventional solutions to a problem within sociotechnical systems. ‘Unconventional’ here means deviating from embedded institutions, i.e. the rules of the game in a society. Institutions represent sources of stability, coherence, and continuity of systems, while simultaneously shaping public expectations of what changes are viable and the heuristics of how they should be pursued. Differently from conventional approaches, system Hackers are not aiming at changing rules, neither are they passively complying with them. Instead, they work around the ‘rules of the game’ to accomplish ‘good-enough’ results promptly. The 3rd research stage consisted of investigating and working with Sustainability Hacks, i.e. System Hacks addressing pressing sustainability problems. This was performed through a combination of Action Research and Case Studies. Benefitting from a diverse database of 19 cases, the researcher conducted a cross-case analysis, which provided comprehensive observations on the 15 main similarities and 10 differences that constitute the key analytical variables of Sustainability Hacking. Furthermore, the analysis derived 5 Archetypes that can be used as frames of reference to provide guidance for practitioners evaluating possibilities of addressing pressing sustainability problems, as well as to support future academic contributions in this nascent field of research. Gates Cambridge

    Apolloarrow_drop_down
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    Thesis . 2019
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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: Wagner, Klaus; Neuwirth, Julia; Janetschek, Hubert; Wagner, Klaus; +2 Authors

    Recent extreme weather events have resulted in an ongoing discussion on the issues of land use and compensation payments within Austrian agriculture. Building on a functional evaluation system for agricultural lands as developed within the Interreg IIIB project “ILUP”, the national project “Agriculture and Flooding” has as its goal to classify the flood-protection contribution and flood sensitivity of agricultural lands. This, in turn, enables the recommendation of targeted measures for potentially improving flood situations, as well as an estimate of their implementation costs. In addition to the digital soil map, other fundamental sources used for the project are the digital flood risk map, IACS land-use data and works by the Institute for Land and Water Management Research. Reference values and marginal returns sourced from the Federal Institute of Agricultural Economics also flow into the cost estimates for the recommended combination. The results will contribute to an understanding of the multifunctionality of agricultural lands and to the setting of priorities on a regional scale regarding packaged flood-prevention and damage-minimization. However, the results at hand can only serve as one step toward regional flood protection projects, whose development will require the cooperation of all interest groups.

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    https://dx.doi.org/10.22004/ag...
    Other literature type . 2009
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      https://dx.doi.org/10.22004/ag...
      Other literature type . 2009
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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: Wagner, Klaus; Neuwirth, Julia; Janetschek, Hubert; Wagner, Klaus; +2 Authors

    Recent extreme weather events have resulted in an ongoing discussion on the issues of land use and compensation payments within Austrian agriculture. Building on a functional evaluation system for agricultural lands as developed within the Interreg IIIB project “ILUP”, the national project “Agriculture and Flooding” has as its goal to classify the flood-protection contribution and flood sensitivity of agricultural lands. This, in turn, enables the recommendation of targeted measures for potentially improving flood situations, as well as an estimate of their implementation costs. In addition to the digital soil map, other fundamental sources used for the project are the digital flood risk map, IACS land-use data and works by the Institute for Land and Water Management Research. Reference values and marginal returns sourced from the Federal Institute of Agricultural Economics also flow into the cost estimates for the recommended combination. The results will contribute to an understanding of the multifunctionality of agricultural lands and to the setting of priorities on a regional scale regarding packaged flood-prevention and damage-minimization. However, the results at hand can only serve as one step toward regional flood protection projects, whose development will require the cooperation of all interest groups.

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    https://dx.doi.org/10.22004/ag...
    Other literature type . 2009
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      https://dx.doi.org/10.22004/ag...
      Other literature type . 2009
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    The repository software dream has been a team of dedicated, in-house developers who work within their institutions and the various OS communities, hand-crafting new functionality and sharing the code. The reality has always been more complicated and messy. For a variety of reasons, many institutions find themselves without expert repository developers, but still needing to have bespoke work carried out. And commercial service providers have stepped up with offers to bridge this gap. Increasingly, institutions are working with such service providers as their technical partners. For the institutions, it means that OS software remains a viable option even without an in-house technical team. But can commercial providers be invested in Open Source in the same way that in-house developers are? Do they contribute to the long-term stability, sustainability and accessibility of OS software and communities, or are they just taking the money? The panel will present a range of views from both commercial service providers, those who keep technical expertise in-house, and some who do a little of both. We expect the discussion to be lively, though-provoking and insightful, hopefully sparking further discussions in the community about how we might continue to sustain the OS community within repositories.

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    The repository software dream has been a team of dedicated, in-house developers who work within their institutions and the various OS communities, hand-crafting new functionality and sharing the code. The reality has always been more complicated and messy. For a variety of reasons, many institutions find themselves without expert repository developers, but still needing to have bespoke work carried out. And commercial service providers have stepped up with offers to bridge this gap. Increasingly, institutions are working with such service providers as their technical partners. For the institutions, it means that OS software remains a viable option even without an in-house technical team. But can commercial providers be invested in Open Source in the same way that in-house developers are? Do they contribute to the long-term stability, sustainability and accessibility of OS software and communities, or are they just taking the money? The panel will present a range of views from both commercial service providers, those who keep technical expertise in-house, and some who do a little of both. We expect the discussion to be lively, though-provoking and insightful, hopefully sparking further discussions in the community about how we might continue to sustain the OS community within repositories.

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    Authors: Qiancheng Sun; Zela-Koort, Andrea; Stokes, Ava; Salahaldin Alshatshati;

    The goal of this study is to determine the difference in CO2 emissions between 2019-2020 and 2020-2021, more specifically during lockdown periods during the COVID-19 pandemic. In the beginning of the pandemic, most countries were forced into lockdowns, and a countless number of people had to continue their daily work from home in isolation. Previously, people would go to an office or to school and leave their houses empty for eight hours, without having lights or any electronics on. Because of this, there should be a direct correlation between electricity usage before and during lockdowns, as a private residence should have higher electricity consumption during 2020-2021, when they are at home. Using machine learning, we will investigate to see if COVID-19 affected CO2 emissions as a result of more electricity usage in private residences. A model will be made to predict what the CO2 emissions would be for 2019-2020, based on electricity usage data from 2020-2021. Then, the real CO2 emissions from 2019-2020 will be compared with the model’s predicted values, and the difference will indicate if COVID-19 caused an inconsistency between actual and predicted CO2 emissions. Factors that were taken into account when making a model were independent variables relating to outdoor conditions, the number of people living in the house, and the temperature that the thermostat is set at, making the response variable CO2 emissions.

    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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    Authors: Qiancheng Sun; Zela-Koort, Andrea; Stokes, Ava; Salahaldin Alshatshati;

    The goal of this study is to determine the difference in CO2 emissions between 2019-2020 and 2020-2021, more specifically during lockdown periods during the COVID-19 pandemic. In the beginning of the pandemic, most countries were forced into lockdowns, and a countless number of people had to continue their daily work from home in isolation. Previously, people would go to an office or to school and leave their houses empty for eight hours, without having lights or any electronics on. Because of this, there should be a direct correlation between electricity usage before and during lockdowns, as a private residence should have higher electricity consumption during 2020-2021, when they are at home. Using machine learning, we will investigate to see if COVID-19 affected CO2 emissions as a result of more electricity usage in private residences. A model will be made to predict what the CO2 emissions would be for 2019-2020, based on electricity usage data from 2020-2021. Then, the real CO2 emissions from 2019-2020 will be compared with the model’s predicted values, and the difference will indicate if COVID-19 caused an inconsistency between actual and predicted CO2 emissions. Factors that were taken into account when making a model were independent variables relating to outdoor conditions, the number of people living in the house, and the temperature that the thermostat is set at, making the response variable CO2 emissions.

    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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    Authors: Schulz, Kari;

    This research examines energy poverty in the Daniel McIntyre and St. Matthews (DMSM) neighbourhoods in the city of Winnipeg. Energy poverty, defined as households spending more than 6% of their income on energy expenditures, affects as many as 50% of households in DMSM. Energy poverty can be alleviated through energy retrofits for dwellings such as weather stripping; increasing insulation in exterior walls, the attic and basement; and installing a high-efficiency furnace. The recommendations include: establishing consistent housing and energy efficiency policies; increasing the flexibility of utility on-bill financing; levying the necessary capital for energy retrofits through municipal financing mechanisms; increasing the knowledge and capacity of local residents; increasing the knowledge and capacity of local contractors for sustainable design and construction; creating a provincial strategy to increase the energy efficiency of social housing; developing low-income energy efficiency programs for rental properties; and increasing access to renewable energy sources.

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    Authors: Schulz, Kari;

    This research examines energy poverty in the Daniel McIntyre and St. Matthews (DMSM) neighbourhoods in the city of Winnipeg. Energy poverty, defined as households spending more than 6% of their income on energy expenditures, affects as many as 50% of households in DMSM. Energy poverty can be alleviated through energy retrofits for dwellings such as weather stripping; increasing insulation in exterior walls, the attic and basement; and installing a high-efficiency furnace. The recommendations include: establishing consistent housing and energy efficiency policies; increasing the flexibility of utility on-bill financing; levying the necessary capital for energy retrofits through municipal financing mechanisms; increasing the knowledge and capacity of local residents; increasing the knowledge and capacity of local contractors for sustainable design and construction; creating a provincial strategy to increase the energy efficiency of social housing; developing low-income energy efficiency programs for rental properties; and increasing access to renewable energy sources.

    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/ MSpace at the Univer...arrow_drop_down
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  • Authors: Lothar, M.; Winfried, B.; Winfried, S.; Vladimir, R.; +21 Authors

    Исследование ландшафтов всегда было традиционным научным направлением географии. В России подобная направленность исследований остаётся актуальной, несмотря на то, что термины «геоэкология» и «ландшафтная экология» сегодня более распространены в англоязычном научном сообществе. Наш краткий обзор показывает значительное ускорение антропогенных ландшафтных изменений в Европе, Центральной Азии и азиатской части России за последние пять десятилетий. Ландшафтные исследования в антропоцене должны быть направлены на достижение и сохранение устойчивости ландшафта при его высокой производительности, что включает в себя прекращение деградации ландшафтов, развитие культурных и сохранение природных ландшафтов. Чистая вода и чистый воздух, плодородные и здоровые почвы для производства продуктов питания и других экосистемных услуг, а также биологически разнообразная зеленая среда являются атрибутами ландшафтов, обеспечивающих выживание и благополучие населения. Дисциплинарные и междисциплинарные исследования должны генерировать знания, инновации и правила принятия действенных решений. Генерация знаний в глобализованном мире основана на сборе больших массивов данных и моделировании сценариев. Международные длительные полевые опыты и системы агроэкологического мониторинга будут предоставлять данные для экосистемных моделей и систем поддержки принимаемых решений. Landscape research has been a traditional scientific discipline of geography. This is still the case in Russia, whilst the terms geo-ecology and landscape ecology have become established in the English speaking scientific community. Our short review reveals huge and accelerating anthropogenic landscape transformations in Europe, Central Asia and Asian Russia since the end the 1960s. Landscape research in the Anthropocene has to focus on achieving landscape sustainability at high productivity. This includes halting landscape degradation, developing cultural landscapes, and maintaining semi-natural landscapes. Clean water and air, fertile and healthy soils for food and other ecosystem services and a green and bio-diverse environment are attributes of landscapes for the survival and well-being of humans. Research has to generate knowledge, innovations and decision rules by disciplinary, interdisciplinary and trans-disciplinary work. Knowledge generation in a globalized world is based on big data gathering and scenario modelling. International long-term experiments and agri-environmental monitoring systems will deliver data for ecosystem models and decision support systems.

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  • Authors: Lothar, M.; Winfried, B.; Winfried, S.; Vladimir, R.; +21 Authors

    Исследование ландшафтов всегда было традиционным научным направлением географии. В России подобная направленность исследований остаётся актуальной, несмотря на то, что термины «геоэкология» и «ландшафтная экология» сегодня более распространены в англоязычном научном сообществе. Наш краткий обзор показывает значительное ускорение антропогенных ландшафтных изменений в Европе, Центральной Азии и азиатской части России за последние пять десятилетий. Ландшафтные исследования в антропоцене должны быть направлены на достижение и сохранение устойчивости ландшафта при его высокой производительности, что включает в себя прекращение деградации ландшафтов, развитие культурных и сохранение природных ландшафтов. Чистая вода и чистый воздух, плодородные и здоровые почвы для производства продуктов питания и других экосистемных услуг, а также биологически разнообразная зеленая среда являются атрибутами ландшафтов, обеспечивающих выживание и благополучие населения. Дисциплинарные и междисциплинарные исследования должны генерировать знания, инновации и правила принятия действенных решений. Генерация знаний в глобализованном мире основана на сборе больших массивов данных и моделировании сценариев. Международные длительные полевые опыты и системы агроэкологического мониторинга будут предоставлять данные для экосистемных моделей и систем поддержки принимаемых решений. Landscape research has been a traditional scientific discipline of geography. This is still the case in Russia, whilst the terms geo-ecology and landscape ecology have become established in the English speaking scientific community. Our short review reveals huge and accelerating anthropogenic landscape transformations in Europe, Central Asia and Asian Russia since the end the 1960s. Landscape research in the Anthropocene has to focus on achieving landscape sustainability at high productivity. This includes halting landscape degradation, developing cultural landscapes, and maintaining semi-natural landscapes. Clean water and air, fertile and healthy soils for food and other ecosystem services and a green and bio-diverse environment are attributes of landscapes for the survival and well-being of humans. Research has to generate knowledge, innovations and decision rules by disciplinary, interdisciplinary and trans-disciplinary work. Knowledge generation in a globalized world is based on big data gathering and scenario modelling. International long-term experiments and agri-environmental monitoring systems will deliver data for ecosystem models and decision support systems.

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    Authors: Cesaro, Z;

    Green ammonia is gaining momentum as a globally significant technology for deep decarbonisation. In this thesis, several models are developed across chemical, techno-economic, and energy system modelling disciplines to explore the future role of green ammonia. First, standalone models of production (i.e., power-to-ammonia) and re-electrification (i.e., ammonia-to-power) are developed and compared to competing technologies. Second, these models are integrated into a planning and dispatch energy system model (ESM) of India to 2050. The ESM has several novel additions including the sector coupling of hydrogen and ammonia, multiple years of granular weather data, and learning-curve-based technology cost forecasts. India is chosen as an ideal case study given its globally unmatched demand growth in all three relevant sectors: electricity, green hydrogen, and green ammonia. The projected electricity demands for green hydrogen and ammonia production account for 25% of the total Indian electricity demand in 2050, underscoring the transformational potential that green hydrogen and ammonia sector coupling can have on the Indian energy system. The results of the state-of-the-art ESM highlight synergistic effects of hydrogen and ammonia sector coupling with the power system. The least-cost system employs seasonal green ammonia production paired with up to 40 million tonnes (i.e., 200 TWh) of ammonia storage, as well as some re-electrification via gas turbines. Sector coupling reduces system curtailment, addresses challenges of long-duration storage, and improves system resilience to interannual weather variations. While India is a crucial case study from a global decarbonisation perspective, the methodology and findings are generally applicable, and it is the aim of this work to motivate and accelerate the wider research community into considering the potential impacts of green ammonia sector coupling on electricity grid design. Finally, this work highlights strategic technology development direction for ammonia producers and gas turbine manufacturers, as well as implications for policymakers.

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    Authors: Cesaro, Z;

    Green ammonia is gaining momentum as a globally significant technology for deep decarbonisation. In this thesis, several models are developed across chemical, techno-economic, and energy system modelling disciplines to explore the future role of green ammonia. First, standalone models of production (i.e., power-to-ammonia) and re-electrification (i.e., ammonia-to-power) are developed and compared to competing technologies. Second, these models are integrated into a planning and dispatch energy system model (ESM) of India to 2050. The ESM has several novel additions including the sector coupling of hydrogen and ammonia, multiple years of granular weather data, and learning-curve-based technology cost forecasts. India is chosen as an ideal case study given its globally unmatched demand growth in all three relevant sectors: electricity, green hydrogen, and green ammonia. The projected electricity demands for green hydrogen and ammonia production account for 25% of the total Indian electricity demand in 2050, underscoring the transformational potential that green hydrogen and ammonia sector coupling can have on the Indian energy system. The results of the state-of-the-art ESM highlight synergistic effects of hydrogen and ammonia sector coupling with the power system. The least-cost system employs seasonal green ammonia production paired with up to 40 million tonnes (i.e., 200 TWh) of ammonia storage, as well as some re-electrification via gas turbines. Sector coupling reduces system curtailment, addresses challenges of long-duration storage, and improves system resilience to interannual weather variations. While India is a crucial case study from a global decarbonisation perspective, the methodology and findings are generally applicable, and it is the aim of this work to motivate and accelerate the wider research community into considering the potential impacts of green ammonia sector coupling on electricity grid design. Finally, this work highlights strategic technology development direction for ammonia producers and gas turbine manufacturers, as well as implications for policymakers.

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    Authors: Kaime, Thoko; Glicksman, Robert L;

    This Article examines the genesis and context of SE4All, placing the effort within both itshistorical and international policy contexts. It highlights the voluntary nature of the initiative andargues that its effective implementation and the achievement of its goals require the articulation ofan applicable international legal framework that aids the transformation of SE4All’s policy actionsinto binding international legal commitments. The article contends that such a transformation doesnot depend on the creation of entirely new legal rules or institutions. Instead, an effective frame-work for successful implementation of SE4All can be derived from existing rules of internationalhuman rights law and sustainable development law. Reliance on these twin bodies of interna-tional law will increase the prospects for SE4All to achieve energy access and related goals thatits predecessor initiatives have failed to accomplish

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    https://dx.doi.org/10.15495/ep...
    Article . 2015
    License: CC BY
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    Authors: Kaime, Thoko; Glicksman, Robert L;

    This Article examines the genesis and context of SE4All, placing the effort within both itshistorical and international policy contexts. It highlights the voluntary nature of the initiative andargues that its effective implementation and the achievement of its goals require the articulation ofan applicable international legal framework that aids the transformation of SE4All’s policy actionsinto binding international legal commitments. The article contends that such a transformation doesnot depend on the creation of entirely new legal rules or institutions. Instead, an effective frame-work for successful implementation of SE4All can be derived from existing rules of internationalhuman rights law and sustainable development law. Reliance on these twin bodies of interna-tional law will increase the prospects for SE4All to achieve energy access and related goals thatits predecessor initiatives have failed to accomplish

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    Authors: Larson, Blake; Mahalingam, Pirashennah; Turner, Stephen; Zhao, Zhen;

    The design that is being developed is a Water Monitoring System for Speed and Eramosa Rivers. This design consists of four sensors (turbidity, conductivity, dissolved oxygen and water level) which monitor the Speed and Eramosa Rivers in Guelph, Ontario. The sensors input measurements to a microcontroller which processes the inputs. The software contained on the microcontroller will pass a warning message to a wireless modem which relays the problem to a base station if dangerous contamination levels are reached.

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    DSpace at the University of Guelph
    Part of book or chapter of book . 2007
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    Authors: Larson, Blake; Mahalingam, Pirashennah; Turner, Stephen; Zhao, Zhen;

    The design that is being developed is a Water Monitoring System for Speed and Eramosa Rivers. This design consists of four sensors (turbidity, conductivity, dissolved oxygen and water level) which monitor the Speed and Eramosa Rivers in Guelph, Ontario. The sensors input measurements to a microcontroller which processes the inputs. The software contained on the microcontroller will pass a warning message to a wireless modem which relays the problem to a base station if dangerous contamination levels are reached.

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    Authors: Moore, Keith M.;

    This presentation gives an overview of the Sustainable Agriculture and Natural Resource Management Collaborative Research Support Program (SANREM CRSP). The SANREM CRSP utilizes a systems approach to promote many goals including the improvement of agricultural productivity, the empowerment of smallholders, and the promotion of sustainable development. This presentation shows the different components, partners, and structure of the SANREM CRSP, the extent of capacity building efforts, and the long-term research activities for Phase IV. ME (Management Entity)

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    Presentation . 2010
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    Authors: Moore, Keith M.;

    This presentation gives an overview of the Sustainable Agriculture and Natural Resource Management Collaborative Research Support Program (SANREM CRSP). The SANREM CRSP utilizes a systems approach to promote many goals including the improvement of agricultural productivity, the empowerment of smallholders, and the promotion of sustainable development. This presentation shows the different components, partners, and structure of the SANREM CRSP, the extent of capacity building efforts, and the long-term research activities for Phase IV. ME (Management Entity)

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  • Authors: Savaget, Paulo;

    Systemic humanitarian, environmental, and socio-political problems are impeding current and future generations from meeting their very basic needs. The speed and scope of mainstream responses to the world’s most pressing problems are limited by agency failures and by the ‘rules of the game’. In this context, this research contributes to theory and practice by formulating and exploring the concept of Sustainability Hacking, a particularly advantageous change driver in situations where information is limited, resources are scarce, stakes are high, and decision-making is urgent. This research was conducted through 3 sequential stages. First, the researcher has systematically reviewed the literature on sociotechnical system change for sustainability. This review exposed and discussed 15 theoretical foundations that shape what changes are perceived as desirable and attainable, as well as how to navigate between all the coexisting pathways to drive positive change. By examining these foundations, it became possible to pinpoint opportunities for future contributions. Among them was the idea of investigating the meaning, characteristics and potential implications of Hacking as a change driver of sociotechnical systems. These were revealed in the 2nd research stage, after interviewing self-declared Hackers and cybersecurity experts to understand how they used the term and how they pursued their desired systemic changes. This stage provided the definition, as well as 9 dominant characteristics of System Hacking. The term refers to exploring unconventional solutions to a problem within sociotechnical systems. ‘Unconventional’ here means deviating from embedded institutions, i.e. the rules of the game in a society. Institutions represent sources of stability, coherence, and continuity of systems, while simultaneously shaping public expectations of what changes are viable and the heuristics of how they should be pursued. Differently from conventional approaches, system Hackers are not aiming at changing rules, neither are they passively complying with them. Instead, they work around the ‘rules of the game’ to accomplish ‘good-enough’ results promptly. The 3rd research stage consisted of investigating and working with Sustainability Hacks, i.e. System Hacks addressing pressing sustainability problems. This was performed through a combination of Action Research and Case Studies. Benefitting from a diverse database of 19 cases, the researcher conducted a cross-case analysis, which provided comprehensive observations on the 15 main similarities and 10 differences that constitute the key analytical variables of Sustainability Hacking. Furthermore, the analysis derived 5 Archetypes that can be used as frames of reference to provide guidance for practitioners evaluating possibilities of addressing pressing sustainability problems, as well as to support future academic contributions in this nascent field of research. Gates Cambridge

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  • Authors: Savaget, Paulo;

    Systemic humanitarian, environmental, and socio-political problems are impeding current and future generations from meeting their very basic needs. The speed and scope of mainstream responses to the world’s most pressing problems are limited by agency failures and by the ‘rules of the game’. In this context, this research contributes to theory and practice by formulating and exploring the concept of Sustainability Hacking, a particularly advantageous change driver in situations where information is limited, resources are scarce, stakes are high, and decision-making is urgent. This research was conducted through 3 sequential stages. First, the researcher has systematically reviewed the literature on sociotechnical system change for sustainability. This review exposed and discussed 15 theoretical foundations that shape what changes are perceived as desirable and attainable, as well as how to navigate between all the coexisting pathways to drive positive change. By examining these foundations, it became possible to pinpoint opportunities for future contributions. Among them was the idea of investigating the meaning, characteristics and potential implications of Hacking as a change driver of sociotechnical systems. These were revealed in the 2nd research stage, after interviewing self-declared Hackers and cybersecurity experts to understand how they used the term and how they pursued their desired systemic changes. This stage provided the definition, as well as 9 dominant characteristics of System Hacking. The term refers to exploring unconventional solutions to a problem within sociotechnical systems. ‘Unconventional’ here means deviating from embedded institutions, i.e. the rules of the game in a society. Institutions represent sources of stability, coherence, and continuity of systems, while simultaneously shaping public expectations of what changes are viable and the heuristics of how they should be pursued. Differently from conventional approaches, system Hackers are not aiming at changing rules, neither are they passively complying with them. Instead, they work around the ‘rules of the game’ to accomplish ‘good-enough’ results promptly. The 3rd research stage consisted of investigating and working with Sustainability Hacks, i.e. System Hacks addressing pressing sustainability problems. This was performed through a combination of Action Research and Case Studies. Benefitting from a diverse database of 19 cases, the researcher conducted a cross-case analysis, which provided comprehensive observations on the 15 main similarities and 10 differences that constitute the key analytical variables of Sustainability Hacking. Furthermore, the analysis derived 5 Archetypes that can be used as frames of reference to provide guidance for practitioners evaluating possibilities of addressing pressing sustainability problems, as well as to support future academic contributions in this nascent field of research. Gates Cambridge

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    Authors: Wagner, Klaus; Neuwirth, Julia; Janetschek, Hubert; Wagner, Klaus; +2 Authors

    Recent extreme weather events have resulted in an ongoing discussion on the issues of land use and compensation payments within Austrian agriculture. Building on a functional evaluation system for agricultural lands as developed within the Interreg IIIB project “ILUP”, the national project “Agriculture and Flooding” has as its goal to classify the flood-protection contribution and flood sensitivity of agricultural lands. This, in turn, enables the recommendation of targeted measures for potentially improving flood situations, as well as an estimate of their implementation costs. In addition to the digital soil map, other fundamental sources used for the project are the digital flood risk map, IACS land-use data and works by the Institute for Land and Water Management Research. Reference values and marginal returns sourced from the Federal Institute of Agricultural Economics also flow into the cost estimates for the recommended combination. The results will contribute to an understanding of the multifunctionality of agricultural lands and to the setting of priorities on a regional scale regarding packaged flood-prevention and damage-minimization. However, the results at hand can only serve as one step toward regional flood protection projects, whose development will require the cooperation of all interest groups.

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    https://dx.doi.org/10.22004/ag...
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    Authors: Wagner, Klaus; Neuwirth, Julia; Janetschek, Hubert; Wagner, Klaus; +2 Authors

    Recent extreme weather events have resulted in an ongoing discussion on the issues of land use and compensation payments within Austrian agriculture. Building on a functional evaluation system for agricultural lands as developed within the Interreg IIIB project “ILUP”, the national project “Agriculture and Flooding” has as its goal to classify the flood-protection contribution and flood sensitivity of agricultural lands. This, in turn, enables the recommendation of targeted measures for potentially improving flood situations, as well as an estimate of their implementation costs. In addition to the digital soil map, other fundamental sources used for the project are the digital flood risk map, IACS land-use data and works by the Institute for Land and Water Management Research. Reference values and marginal returns sourced from the Federal Institute of Agricultural Economics also flow into the cost estimates for the recommended combination. The results will contribute to an understanding of the multifunctionality of agricultural lands and to the setting of priorities on a regional scale regarding packaged flood-prevention and damage-minimization. However, the results at hand can only serve as one step toward regional flood protection projects, whose development will require the cooperation of all interest groups.

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    The repository software dream has been a team of dedicated, in-house developers who work within their institutions and the various OS communities, hand-crafting new functionality and sharing the code. The reality has always been more complicated and messy. For a variety of reasons, many institutions find themselves without expert repository developers, but still needing to have bespoke work carried out. And commercial service providers have stepped up with offers to bridge this gap. Increasingly, institutions are working with such service providers as their technical partners. For the institutions, it means that OS software remains a viable option even without an in-house technical team. But can commercial providers be invested in Open Source in the same way that in-house developers are? Do they contribute to the long-term stability, sustainability and accessibility of OS software and communities, or are they just taking the money? The panel will present a range of views from both commercial service providers, those who keep technical expertise in-house, and some who do a little of both. We expect the discussion to be lively, though-provoking and insightful, hopefully sparking further discussions in the community about how we might continue to sustain the OS community within repositories.

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    The repository software dream has been a team of dedicated, in-house developers who work within their institutions and the various OS communities, hand-crafting new functionality and sharing the code. The reality has always been more complicated and messy. For a variety of reasons, many institutions find themselves without expert repository developers, but still needing to have bespoke work carried out. And commercial service providers have stepped up with offers to bridge this gap. Increasingly, institutions are working with such service providers as their technical partners. For the institutions, it means that OS software remains a viable option even without an in-house technical team. But can commercial providers be invested in Open Source in the same way that in-house developers are? Do they contribute to the long-term stability, sustainability and accessibility of OS software and communities, or are they just taking the money? The panel will present a range of views from both commercial service providers, those who keep technical expertise in-house, and some who do a little of both. We expect the discussion to be lively, though-provoking and insightful, hopefully sparking further discussions in the community about how we might continue to sustain the OS community within repositories.

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    Authors: Qiancheng Sun; Zela-Koort, Andrea; Stokes, Ava; Salahaldin Alshatshati;

    The goal of this study is to determine the difference in CO2 emissions between 2019-2020 and 2020-2021, more specifically during lockdown periods during the COVID-19 pandemic. In the beginning of the pandemic, most countries were forced into lockdowns, and a countless number of people had to continue their daily work from home in isolation. Previously, people would go to an office or to school and leave their houses empty for eight hours, without having lights or any electronics on. Because of this, there should be a direct correlation between electricity usage before and during lockdowns, as a private residence should have higher electricity consumption during 2020-2021, when they are at home. Using machine learning, we will investigate to see if COVID-19 affected CO2 emissions as a result of more electricity usage in private residences. A model will be made to predict what the CO2 emissions would be for 2019-2020, based on electricity usage data from 2020-2021. Then, the real CO2 emissions from 2019-2020 will be compared with the model’s predicted values, and the difference will indicate if COVID-19 caused an inconsistency between actual and predicted CO2 emissions. Factors that were taken into account when making a model were independent variables relating to outdoor conditions, the number of people living in the house, and the temperature that the thermostat is set at, making the response variable CO2 emissions.

    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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    Authors: Qiancheng Sun; Zela-Koort, Andrea; Stokes, Ava; Salahaldin Alshatshati;

    The goal of this study is to determine the difference in CO2 emissions between 2019-2020 and 2020-2021, more specifically during lockdown periods during the COVID-19 pandemic. In the beginning of the pandemic, most countries were forced into lockdowns, and a countless number of people had to continue their daily work from home in isolation. Previously, people would go to an office or to school and leave their houses empty for eight hours, without having lights or any electronics on. Because of this, there should be a direct correlation between electricity usage before and during lockdowns, as a private residence should have higher electricity consumption during 2020-2021, when they are at home. Using machine learning, we will investigate to see if COVID-19 affected CO2 emissions as a result of more electricity usage in private residences. A model will be made to predict what the CO2 emissions would be for 2019-2020, based on electricity usage data from 2020-2021. Then, the real CO2 emissions from 2019-2020 will be compared with the model’s predicted values, and the difference will indicate if COVID-19 caused an inconsistency between actual and predicted CO2 emissions. Factors that were taken into account when making a model were independent variables relating to outdoor conditions, the number of people living in the house, and the temperature that the thermostat is set at, making the response variable CO2 emissions.

    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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    Authors: Schulz, Kari;

    This research examines energy poverty in the Daniel McIntyre and St. Matthews (DMSM) neighbourhoods in the city of Winnipeg. Energy poverty, defined as households spending more than 6% of their income on energy expenditures, affects as many as 50% of households in DMSM. Energy poverty can be alleviated through energy retrofits for dwellings such as weather stripping; increasing insulation in exterior walls, the attic and basement; and installing a high-efficiency furnace. The recommendations include: establishing consistent housing and energy efficiency policies; increasing the flexibility of utility on-bill financing; levying the necessary capital for energy retrofits through municipal financing mechanisms; increasing the knowledge and capacity of local residents; increasing the knowledge and capacity of local contractors for sustainable design and construction; creating a provincial strategy to increase the energy efficiency of social housing; developing low-income energy efficiency programs for rental properties; and increasing access to renewable energy sources.

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    Authors: Schulz, Kari;

    This research examines energy poverty in the Daniel McIntyre and St. Matthews (DMSM) neighbourhoods in the city of Winnipeg. Energy poverty, defined as households spending more than 6% of their income on energy expenditures, affects as many as 50% of households in DMSM. Energy poverty can be alleviated through energy retrofits for dwellings such as weather stripping; increasing insulation in exterior walls, the attic and basement; and installing a high-efficiency furnace. The recommendations include: establishing consistent housing and energy efficiency policies; increasing the flexibility of utility on-bill financing; levying the necessary capital for energy retrofits through municipal financing mechanisms; increasing the knowledge and capacity of local residents; increasing the knowledge and capacity of local contractors for sustainable design and construction; creating a provincial strategy to increase the energy efficiency of social housing; developing low-income energy efficiency programs for rental properties; and increasing access to renewable energy sources.

    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/ MSpace at the Univer...arrow_drop_down
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