“Leave No Scale Behind”—A Pluralistic Framework for Achieving the Global Sustainable Development Goals at Every Scale
Abstract
1. Introduction
2. Methods
2.1. Literature Database
2.2. Framework Construction
3. The “Leave No Scale Behind” Framework
3.1. Phases
3.1.1. Analysis of the Social-Ecological System
3.1.2. Anticipation of the Future
3.1.3. Strategy Exploration
3.1.4. Implementation
3.1.5. Project Evaluation
3.2. Enabling Factors
3.2.1. Context
3.2.2. Temporality
3.2.3. Disciplines
3.2.4. Stakeholders
3.3. Hindering Factors
3.3.1. Power Nestedness
3.3.2. Short-Sightedness
3.3.3. Exclusion
4. Concluding Remarks and Outlook
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Appendix A





| Authors and Articles | Disciplines of Authors | SDGs Covered | Spatial Scale | Country | Temporal Scale |
|---|---|---|---|---|---|
| Acheampong et al., 2020 [38] | Science and Engineering, Forest Science | 1, 2, 15 | Ongwam II Forest Reserve in the Ashanti Region | Ghana | 2030 |
| Riggs et al., 2020 [78] | Tropical Environmental and Sustainability Science, Forest Science, Environment and Development, Conservation Science, Wildlife Conservation, Sustainable Earth Resources | 1, 10, 12, 13, 15 | Keo Seima Wildlife Sanctury + Northern Plains | Cambodia | - |
| Baccar et al., 2021 [79] | Water Science, Agronomy | 2, 6 | Berambadi Watershed | India | - |
| Bandari et al., 2022 [30] | Ecology, Life Science, Environmental Science | 2, 6, 8, 13, 15 | Goulburn-Murray Region | Australia | 2030 |
| Bernardo & D’Alessandro, 2019 [80] | Law, Economics & Management | 7 | Cascina Municipality | Italy | - |
| Bhave et al., 2018 [32] | Economics, Political Science, Sustainable Research, Climate Change Economics and Policy, School of Earth and Environment, Centre for Analysis of Time Series | 6, 11, 12 | Cauvery River Basin in Karnataka (CRBK) | India | 2055 |
| Blanco-Gutiérrez et al., 2020 [81] | Polytechnic, Agricultural Economics, Statistics and Business Management, Institute of Tropical Agriculture, Applied Mathematics, Brazilian Agricultural Research Corporation | 2, 8, 15 | Guarayos & Tapajós National Forest | Bolivia & Brazil | - |
| Bonatti et al., 2018 [82] | Agricultural Landscape Research, Food Science and Technology | 2, 3, 5, 10, 13 | 4 villages in the regions Morogoro and Dodoma | Tansania | - |
| Borgström et al., 2021 [83] | Sustainable Development, Environmental Science, Engineering | 11 | Flaten landscape | Sweden | 2050 |
| Boschetti et al., 2015 [84] | Ocean and Atmosphere Flagship, Land and Water Flagship | holistic concept | Several cities | Australia | 2050 |
| Breuer & Spring, 2020 [72] | German Development Institute, Multidisciplinary Research Centre | holistic concept | Cuautla River Basin | Mexiko | 2030 |
| Bruley et al., 2021 [85] | Ecology, Environment & Society, Civil, Environmental and Geomatic Engineering, Spatial and Landscape Development, Planning of Landscape and Urban Systems, Landcare Research | 6, 7, 13, 15 | Two communities in the central French Alps | France | 2040 |
| Camarena et al. 2021 [24] | Management, Finance, International Relations | 3, 4, 6, 8, 9, 10, 11, 12, 14, 15, 16, 17 | Guaviare | Columbia | 2035 |
| Capitani et al., 2016 [86] | Institute for Tropical Ecosystems, Agricultural Engineering and Land Planning, Forest Biology, Biology, Sustainability Research Institute | 8, 9, 11, 12, 13 | - | Tanzania | 2025 |
| Carmona et al., 2013 [87] | Agricultural Economics, Geography and Environment | 2, 6, 12 | Guadian River Basin | Spain | - |
| Castelli et al., 2017 [88] | Agricultural, Food and Forestry Systems, Institute for Cooperation | 3, 6, 7, 9, 11, 12 | Piraí River Basin area, Santa Cruz de la Sierra | Bolivia | - |
| Cheshmehzangi, 2021 [89] | Architecture & Build Environment | 7, 11, 13 | Songa’O (Fenghua) | China | 10 + years |
| Cheung & Oßenbrügge, 2020 [90] | Institute of Geography, Geography and Planning | 7 | Hamburg | Germany | 2030 + 2050 |
| Coleman et al., 2017 [40] | Plant and Soil Science, Community Development and Applied Economics | 3, 6, 7, 9, 11, 12 | Lake Champlain Basin | Canada | up to 40 years |
| Comer et al., 2015 [91] | Environmental Science and Forestry, Environmental and Life Sciences, Engineering and Public Policy, Natural Resources and Environment | holistic concept | Great Lakes, St. Lawrence River Basin | USA & Canada | 2063 |
| Cost & Lovecraft, 2021 [92] | Education & International Arctic Research, Arctic Policy Studies | holistic concept | Northwest Arctic Borough | USA | 2040 |
| Delafield et al., 2021 [93] | Net-zero energy transition | 7 | Local communities | - | 2030 |
| Dall’O et al., 2013 [94] | Architecture, Built Environment and Construction Engineering, Management and Production Engineering | 7, 9, 11 | Melzo, Lombardy | Italy | 2030 |
| Dassen et al., 2013 [95] | Environmental Assessment | 11 | - | Netherlands | 2040 |
| Eakin et al., 2019 [96] | Sustainability, applied Mathematics and System Research, Sustainability Science | 3, 6, 9, 11 | Mexico City | Mexiko | - |
| Eames et al., 2013 [97] | Low Carbon Research Institute, School of Construction Management and Engineering, Centre for Sustainable Urban and Regional Futures | 11 | Cardiff City Region, Greater Manchester | Great Britain | 2050 |
| Ferguson et al., 2013 [98] | Geography and Environmental Science, Research Institute for Transitions | 6, 11, 12 | Melbourne | Australia | 2020, 2040, 2060 |
| Ferguson et al., 2018 [42] | Earth, Ocean and Atmospheric Sciences, Anthropology | 3, 6, 7, 9, 11, 12 | Willamette River Basin | USA | 2100 |
| Forni et al., 2018 [99] | Environment Institute, Engineering and Water Science, | 3, 6, 7, 9, 11, 14, 15 | - | Argentina | 2050 |
| Gaudreau & Gibson, 2015 [100] | Environment and Resource Studies | 1, 7, 8, 10, 12, 15 | - | Senegal | - |
| Gil et al., 2019 [101] | Plant Production System, Environmental Assessment, Institute of Sustainable Development, Animal Production Systems | 2, 13 | - | Netherlands | 2050 |
| Girard et al., 2015 [102] | Water and Environmental Engineering, Scientific Computing | 6, 8, 11, 13 | Orb river basin | France | 2030 |
| Givens et al., 2018 [103] | Sociology, Social Work and Anthropology, Water Research Centre, Centre for Environmental Research, Education & Outreach, Civil and Environmental Engineering, College of Law and Waters | 2, 3, 6, 7 | Yakima River Basin | USA | - |
| Goldstein et al., 2021 [104] | non-academic (Decsion Ware Group LLC), consulting company | 7 | - | Costa Rica | 2050 |
| Gonçalves et al., 2022 [41] | School of Economics & Management, Centre of Biodiversity and Genetic Resources, Biology, Higher Education Policies, Agro-environmental Sciences, Earth System Research, Molecular & Environmental Biology, Bio-Sustainability, Research Unit in Materials, Energy and Environment for Sustainability | 6, 8, 11, 13, 15 | Tâmega and Sousa Region | Portugal | 2070 |
| Hamann et al., 2020 [105] | School of Public Affairs, Centre for Complex Systems in Transition, Stockholm Resilience Centre, Centre for Food Policy, Council for Scientific and Industrial Research, Animal, Plant and Environmental Sciences, Environmental Science and Management, Centre for Social Innovation, University of Technology, School of Agriculture, Policy and Development, Human Sciences Research Council, Environmental and Geographical Science | 8, 9, 11, 12 | - | South Africa | - |
| Harrison et al., 2019 [49] | Ecology and Hydrology, Research Institute for Transition, Environmental Change Institute | Holistic concept | 2 municipalities in Hungary | Hungary & Scotland, Iberia, Asia | 2100 |
| Hensler et al., 2021 [39] | Ecology & Biodiversity Conservation | - | Xalapa | Mexico | - |
| Isaksson & Hagbert, 2020 [106] | Urban Planning and Environment, Road and Transport Research | 7, 8, 13 | 2 municipalities (Alingsas + Övertornea) | Sweden | - |
| Jiren et al., 2020 [107] | Sustainability Science, Environment and Development Studies, Ecology, Environment and Plant Sciences, Sustainable Development | 2, 12, 15 | Jimma zone, Oromia regional state | Ethiopia | 20 years into the future (2035) |
| Kamei et al., 2016 [28] | Urban Engineering | 7, 8, 9, 11, 12, 13 | Tokyo | Japan | 2050 |
| Larondelle et al., 2016 [108] | Geography, Climate Impact Research, Social Sciences, Research Institute for Transitions, Environmental Research | 11 | Rotterdam | Netherlands | - |
| Lawrence et al., 2019 [22] | Climate Change Research Institute, Water and Atmospheric Research, Infometrics | Holistic concept | Hawke’s Bay | New Zealand | 100 years |
| Liu et al., 2013 [109] | Environmental Simulation and Pollution Control, Applied Systems Analysis, Earth System Science, Sustainable Energy Program, Institute of Energy, Environment and Economy | 3, 11, 13 | Beijing | China | 2020 + 2030 |
| Mangnus et al., 2019 [26] | Sustainable Development, Environmental Change, Institute for Humanity and Nature | 2, 3, 12 | Kyoto | Japan | 2050 |
| Matsumoto et al., 2019 [110] | School of Fisheries and Environmental System Research, Social and Environmental System Research, Forestry and Forest Products Research Institute, Engineering | 13, 15 | - | Indonesia | 2030 |
| Nabielek et al., 2018 [111] | Spatial Planning | 7 | Vorderland Feldkirch | Austria | 2030 |
| Nagabhatla et al., 2020 [112] | Water, Health and Environment, Geography and Earth Science | 6, 11, 16 | Lake Chad, Aral Sea region, Nile Delta | Uzbekistan & Chad & Egypt | - |
| Nilsson et al., 2017 [27] | Environment Institute, Arctic Research Centre, Nordland Research Institute, International Climate and Environmental Research, Meteorology, Institute of Industrial Ecology Problems in the North, School of Architecture and Built Environment | Holistic concept | Barents region | Sweden & Russia & Norway & Finland | One or two generations |
| Odii et al., 2020 [37] | Values and Sustainability Research, Zoology and Environmental Biology, Values & Sustainability Research | 1, 4, 5, 8, 10 | Okposi Salt Lake in Mmahi | Nigeria | - |
| Otamendi-Irizar et al., 2021 [113] | Architecture, Integrated Urban Innovation | 3, 7, 8, 9, 11, 12 | Basque Country | Spain | 2050 |
| Panaretou et al., 2017 [114] | Environmental Science and Technology | 11, 12, 13 | 2 communities, Tinos Island | Greece | 2020 |
| Pedercini et al. 2018 [115] | Millennium Institute | Holistic concept | - | Ivory Coast | 2040 |
| Pereverza et al., 2019 [33] | Sustainable Development, Environmental Science and Engineering | 7 | 2 cities | Ukraine & Serbia | 2050 |
| Petersen, 2018 [116] | Civil Engineering | 7 | Municipalities | Denmark | 2035 |
| Quéfélec & Allal, 2015 [50] | Economics, Technology | 6, 7 | North Africa | Marocco, Algeria, Tunesia, Libya, Egypt | 2050 |
| Rodrigo-Ilarri et al., 2021 [117] | Water Technology, Environmental & Sanitary Engineering | 12 | 6 municipalities | Columbia | 2030 |
| Sarrica et al., 2018 [118] | Communication, Social Research; Sociology, Education and Applied Psychology | 7 | Umbria + Narni municipality | Italy | - |
| Schmale et al., 2015 [23] | Advanced Sustainability Studies, | 9 | Potsdam | Germany | 2030 |
| Schmitt, Olabisi et al., 2020 [119] | Community Sustainability, Agricultural Economics, Forestry & Wildlife Management, Agricultural, Food, Resource Economics | 1, 3, 9, 10, 12, 13 | Ebonyi State | Nigeria | 2040 |
| Smajgl et al., 2015 [120] | Mekong Region Future Institute, Land and Water Flagship, Tropical Environments and Societies | Holistic concept | Mekon Region | Lao, Cambodia, Thail., Vietnam, Yunnan | - |
| Steurer & Bonilla, 2016 [121] | Geography and Environment, Economic Research, Transport Studies | 9 | Mexico City | Mexico | - |
| Streimikiene & Vveinhardt, 2015 [122] | Sport Science and Innovations | 7 | Kaunas Region | Lithuania | 2020 |
| Sullivan et al., 2017 [123] | Decision Centre for a Desert City, Community Resources and Development, Geographical Sciences and Urban Planning, School of Sustainability, Human Evolution and Social Change | 3, 6, 7, 9, 11, 12 | Colorado River Basin | USA | 1800 to present |
| Taha 2021 [124] | Energy Technology | 3, 11 | California, Greater Sacramento Valley | USA | 2050 |
| Thomas et al., 2021 [58] | Ecology & Hydrology, Ornithology, Forest Research | 2, 3, 10, 13, 15 | Welsh | United Kingdom | - |
| Thomson et al., 2020 [125] | Strategic Sustainable Development | 11, 13, 15 | Blekinge | Sweden | 2050 |
| Trebilco et al., 2022 [57] | Oceans and Atmosphere, Marine Socioecology, Marine and Antarctic Stuies, Centre of Excellence for Climate Extremes, Law, | Holistic concept | - | marine system (global with local) | 2030 and beyond |
| Vachon et al., 2020 [34] | Architecture | 9, 11 | Inukjuak & Salluit (Nunavik) | Canada | 60 years |
| Vizinho et al., 2021 [126] | Ecology, Evolution & Environmental Changes, Social Science & Humanities | 2, 12, 13, 15 | Alentejo | Portugal | - |
| Wachsmuth 2015 [127] | Sustainability Studies | Holistic concept | Regio Oldenburg/Bremen | Germany | 2050 |
| White et al., 2019 [43] | Decision Centre for a Desert City, Water and Climate Agency | 1, 3, 6, 8 | State of Pernambuko | Brazil | 2030 |
| Wiehe et al., 2020 [128] | Environmental Planning | 7 | Lower Saxonian, Hannover | Germany | 2050 |
| Wolfram, 2019 [129] | Architecture | 7, 11 | 3 cities | South Corea | - |
| Xu et al., 2022 [130] | Interdisciplinary Studies, Geographical and Earth Science | 1, 2, 3, 6, 8, 11, 13, 15 | Luanhe River Basin, semiarid region | China | 2030 |
| Xue & Zhen, 2018 [131] | Geographic Sciences and Natural Resources, School of Resource and Environment | 2, 8, 12, 15 | Guyuan | China | 2025 |
| Zhao et al., 2021 [132] | Hydrology, Water Resources and Hydropower, Statistics & Mathematics, Environmental Studies | 6 | Han River (Shaanxi Province) | China | 2045 |
| Zhou et al., 2015 [133] | Institute for Energy, Environment and Sustainable Communities, Institute for Energy, Environment and Sustainability Research, Energy and Environmental Systems Optimization, Energy and Power Engineering | 7 | British Columbia | Canada | 30 years |
| Zivkovic et al., 2016 [134] | Mining and Geology, Industrial Ecology | 7 | Nis | Serbia | 2030 |
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Bhowmik, A.; Kalbitz, K. “Leave No Scale Behind”—A Pluralistic Framework for Achieving the Global Sustainable Development Goals at Every Scale. Sustainability 2026, 18, 1459. https://doi.org/10.3390/su18031459
Bhowmik A, Kalbitz K. “Leave No Scale Behind”—A Pluralistic Framework for Achieving the Global Sustainable Development Goals at Every Scale. Sustainability. 2026; 18(3):1459. https://doi.org/10.3390/su18031459
Chicago/Turabian StyleBhowmik, Avit, and Katharina Kalbitz. 2026. "“Leave No Scale Behind”—A Pluralistic Framework for Achieving the Global Sustainable Development Goals at Every Scale" Sustainability 18, no. 3: 1459. https://doi.org/10.3390/su18031459
APA StyleBhowmik, A., & Kalbitz, K. (2026). “Leave No Scale Behind”—A Pluralistic Framework for Achieving the Global Sustainable Development Goals at Every Scale. Sustainability, 18(3), 1459. https://doi.org/10.3390/su18031459

