Scientific Attention to Sustainability and SDGs: Meta-Analysis of Academic Papers
Abstract
:1. Introduction
2. Data
3. Methods
3.1. Constructing the Landscape and Detecting the Edge Area
3.1.1. Citation Network Clustering
3.1.2. Extracting Representative Terms and Fundamental Data
3.2. Investigating Scientific Attention to SDGs
3.2.1. Linguistic Similarity between an SDG and a Cluster
3.2.2. Detecting the Scientifically Discussed Terms of an SDG
4. Results and Discussion
4.1. Research Clusters of Sustainability Science
4.2. Detail of Energy-Related Subcluster
4.3. Emerging Areas of Sustainability Science
4.4. Scientific Attention to SDGs
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Conflicts of Interest
References
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# | Name | #Papers | Average Year | TFIDF |
---|---|---|---|---|
1 | Soil, agriculture | 30,809 | 2011.65 | Soil, Organic, Agricultural, Farmer, Maize, Nutrient, Crop, Microbial, Tillage, Yield, Plant, Fertilizer, Rice, Agriculture, Sustainable agriculture |
2 | Corporate | 28,837 | 2013.69 | Environmental, Green, Firm, Social, Company, Sustainable, Sustainability, Economic, Supply chain, Corporate, Organizational, Product, Study, Eco, Strategic |
3 | Ecosystem | 26,531 | 2012.61 | Urban, Ecological, Ecosystem service, Coastal, Spatial, Social, Natural, Environmental, Sustainable, Human, China, Local, Climate change, Rural, Land use |
4 | Catalyst/Electrochemical | 21,980 | 2015.41 | Catalyst, Catalytic, Cellulose, Green, Lignin, Synthesis, Sustainable, Electrochemical, Hydroxymethylfurfural, Composite, High, American Chemical Society, Renewable, Chemistry, Ionic liquid |
5 | Building | 20,413 | 2014.20 | Concrete, Green, Building, Environmental impact, Compressive strength, Sustainable, Urban, Cement, Thermal, Construction industry, Recycled, Geopolymer, Study, Material, Mechanical |
6 | Smart city | 18,466 | 2013.31 | Urban, City, Social, Sustainable urban, Smart city, Environmental, Public, Local, Economic, Green, Sustainability, Transport, Policy, Political, Spatial |
7 | Water | 17,745 | 2012.80 | Groundwater resource, Water resource, Urban, Irrigation, Sustainable, Agricultural, Arid, Environmental, Aquifer, Study, Result, Wastewater, Economic, Irrigated, Soil |
8 | Sustainable energy(others) | 17,095 | 2013.88 | Renewable energy, Solar, Energy consumption, Environmental, Geothermal, Sustainable, China, Economic, Country, Electricity, Fossil, Grid, Thermal, Hydrogen, Nuclear |
9 | Bioenergy | 16,820 | 2014.37 | Biomass, Microalgae, Biofuel, Biodiesel production, Ethanol, Renewable, Bioenergy, Microbial, Fossil, Lipid, Anaerobic, Sustainable, Environmental, Production, Fuel |
10 | Urban | 14,252 | 2011.54 | Ecological footprint, Urban, Emergy, Environmental, China, Economic growth, City, Sustainable development, Social, Indicator, Natural, Sustainability, Country, Human, Regional |
11 | Healthcare | 13,772 | 2012.99 | Patient, Intervention, Child, Health, Community, Care, Clinical, CHW, Maternal, Country, Improve, Evidence, Conclusion, Implementation, Sustainability |
12 | Forest | 13,431 | 2010.63 | Forest management, Tree, Species, Medicinal, Biodiversity, Conservation, Sustainable forest management, Tropical, Ecological, Local, Timber, Natural, Silvicultural, Stand, Wild |
13 | Fishery | 13,014 | 2011.86 | Fish, Fishery, Marine, Coastal, Species, Aquaculture, Catch, Shrimp, Sustainable, Ecosystem, MSY, Ecological, Population, Stock, Diet |
14 | Tourism | 11,101 | 2012.07 | Tourism development, Tourist, Sustainable tourism development, Cultural, Local community, Ecotourism, Environmental, Social, Rural, Economic, Destination, Visitor, Study, Community, Natural |
15 | CSR | 10,348 | 2011.30 | Environmental, Social, CSR, Corporate social responsibility, Sustainable development, Company, Financial, Economic, Sustainability reporting, Firm, Sustainability report, SEA, Public, Study, Country |
16 | Education | 9928 | 2012.91 | Student, Education, Sustainability, Environmental education, Sustainable development, University, ESD, Social, Educational, Teacher, Course, Learning, Curriculum, Professional, Green |
17 | Food | 9559 | 2013.94 | Consumer, Food waste, Environmental impact, Sustainable consumption, Diet, Animal, Green, Organic, Social, Urban, Local, Insect, Consumption, Study, Dietary |
18 | Green IcT | 5494 | 2013.35 | Green, Sustainable HCus, User, ICT, Environmental, Sustainability, Social, Mobile, Digital, Support, Data center, Design, IEEE, Study, Provide |
19 | Waste management | 2702 | 2012.82 | Waste management, Municipal solid waste, MSW, Landfill, Solid waste management, Environmental, Sustainable development, Economic, City, Social, Organic, Study, Country, Urban, MSWM |
20 | Biochar | 2427 | 2013.62 | Biochar application, Soil, Organic, Sustainable, Plant, Environmental, Brownfield, Mg, Nutrient, Heavy metal, Remediation, Phytoremediation, Site, Metal, Cd |
21 | Fiscal sustainability | 1622 | 2011.61 | Fiscal sustainability, Public debt, Debt sustainability, Country, Financial, Current account deficit, Economic, Fiscal policy, Sustainability, Long, Sustainable, Government debt, Primary surplus, Intertemporal budget constraint, Macroeconomic |
22 | Nanogenerator | 1234 | 2015.73 | TENG, Triboelectric nanogenerator, Energy harvesting, Wearable, Wireless, Nanogenerator, IEEE, Self, Sustainable, Piezoelectric, Solar, Mobile, EDo, Harvest, Device |
23 | Entrepreneurship | 1231 | 2015.71 | Economic, Financial, Sustainable development, Sustainability Center, Social, VsI Entrepreneurship, Development, Country, Article, Russian, Region, Regional, Innovative, Enterprise, Environmental |
# | Parent_cluster | Nodes | Year | TFIDF |
---|---|---|---|---|
8_7 | Sustainable energy (others) | 855 | 2015.75 | Ekc hypothesis, Financial development, Economic growth, Renewable energy consumption, Environmental kuznet, Co2 emission, Renewable, Trade openness, Energy consumption, Ardl, Gdp, Fdi, Emission, Cointegration, Unidirectional causality |
8_4 | Sustainable energy (others) | 1189 | 2015.00 | Renewable energy source, District heating, Sdewe, Energy system, Environment systems sdewe, Solar, Electric vehicle, Heat, International centre, Dh, Electricity, Sustainable, Energy plan, Environment system, Smart |
8_5 | Sustainable energy (others) | 979 | 2014.79 | Microgrid, Smart grid, Ev, Electric vehicle, Grid, Renewable, Ieee, Phev, Pev, Micro grid, V2g, Dg, Solar, Power system, Pv |
8_8 | Sustainable energy (others) | 743 | 2014.52 | Solar potential, Urban scale, Pv, Seap, Renewable, Bipv, City, Building, Photovoltaic, Rooftop, Energy, Smart, Covenant, Sustainable, Nebka |
8_3 | Sustainable energy (others) | 1473 | 2014.14 | Renewable energy source, Environmental, Fuzzy, Economic, Sustainable development, Ahp, Social, Criterium, Solar, Mcdm, Energy system, Method, Nuclear, Alternative, Mcda |
8_6 | Sustainable energy (others) | 964 | 2013.89 | China, Renewable energy development, ln, Pakistan, Solar, Wind power industry, Energy, Sustainable development, Environmental, Economic, Nuclear, Taiwan, Coal, Ltd, Geothermal |
8_2 | Sustainable energy (others) | 1583 | 2013.31 | Exergy efficiency, Hydrogen production, Exergetic efficiency, Waste exergy ratio, Exergetic sustainability index, Solar, Exergy analysis, Environmental effect factor, Renewable, Hydrogen energy publication, Exergy destruction, Exergoeconomic, Thermodynamic, Thermochemical, Enviroeconomic |
8_1 | Sustainable energy (others) | 1646 | 2013.01 | Renewable energy, Rural electrification, Solar, Grid extension, Electricity access, Solar home system, Mini grid, Microgrid, Energy access, Electrification, Pv, Bangladesh, Sustainable, Diesel generator, Country |
9_9 | Bioenergy | 820 | 2015.52 | Pha production, Rhamnolipid, Biosurfactant production, Phb, Polyhydroxyalkanoate, Sophorolipid, Olive, Scg, Succinic acid, Omw, Whey, Spent coffee ground, Hydroxybutyrate co, Product, Lactic acid |
9_1 | Bioenergy | 2352 | 2015.36 | Microalgae cultivation, Microalgal biomass, Lipid productivity, Algal biofuel, Algae, Biodiesel production, Scenedesmu, Lipid production, Biofuel production, Chlamydomona, Mixotrophic, Lipid content, Lipid accumulation, Photobioreactor, Nannochloropsis sp. |
9_7 | Bioenergy | 1237 | 2015.08 | Biorefinery, Biomass, Integrated biorefinery, Bioethanol, Environmental, Biofuel, Ethanol, Economic, Shale ga, Lignocellulosic, Process synthesis, Lcsoft, Optimal, Sustainable, Bioenergy |
9_4 | Bioenergy | 1497 | 2015.02 | Xylose, Butanol production, Metabolic engineering, Ethanol, Lignocellulosic biomass, Heterologous, Bioethanol, Lignocellulose, Cyanobacterium, Glucose, Biobutanol, Biofuel, Microbial, Enzyme, Titer |
9_5 | Bioenergy | 1428 | 2014.78 | Mfc technology, Microbial fuel cell, Anammox, Bioelectrochemical system, Microbial electrochemical, Smfc, Pmfc, Cathode, Anode, Biocathode, Maximum power density, Bioelectricity generation, Nitrite, Be, Electrode |
9_8 | Bioenergy | 1052 | 2014.43 | Biodiesel production, Jatropha curca, Curca, Diesel engine, Btdc, Transesterification reaction, Wco, Engine performance, Vegetable oil, Biofuel, Methanol, Ulsd, Fame, Diesel fuel, Bsfc |
9_6 | Bioenergy | 1384 | 2014.29 | Anaerobic digestion, Digestate, Bioga, Biogas production, Uasb, Co digestion, Sludge, Biomethane, Sewage sludge, Methane yield, Biogas plant, Ad, Vinasse, Organic, Mesophilic |
9_10 | Bioenergy | 806 | 2013.86 | Biomass, Ash, Gasification, Coal, Combustion, Biomass ash, Torrefaction, Fuel, Torrefied, Pyrolysis, Synga, Char, Hydrochar, Renewable, Water hyacinth |
9_2 | Bioenergy | 1860 | 2013.10 | Switchgras, Miscanthu, Bioenergy crop, Ethanol, Energy crop, Biofuel, Panicum virgatum, Willow, Biomass, Lignocellulosic, Straw, Cellulosic, Srwc, Poplar, Sweet sorghum |
9_3 | Bioenergy | 1793 | 2012.95 | Bioenergy system, Biofuel production, Sugarcane production, Ethanol production, Biodiesel production, Biomass, Jatropha, Environmental, Renewable, Iluc, Ej, Fossil, Ghg, Feedstock, Agricultural |
4_2 | Catalyst/Electrochemical | 2128 | 2016.64 | Oer, Hydrogen evolution reaction, Electrocatalyst, Photocatalytic, Oxygen evolution reaction, Overpotential, Overall water splitting, Electrocatalytic, Photoelectrochemical, Low overpotential, Water splitting, Visible light, Photocatalyst, Mv dec, Tafel slope |
4_7 | Catalyst/Electrochemical | 1649 | 2016.63 | Orr, Porous carbon, Oxygen reduction reaction, Supercapacitor, Porous, Carbon material, Graphene, Hierarchical porous, Hydrochar, High performance supercapacitor, Mah, Koh, Mesoporous, Electrochemical, Hydrothermal carbonization |
4_3 | Catalyst/Electrochemical | 2102 | 2015.30 | Hydroxymethylfurfural, Hmf yield, Gvl, Furfural, Levulinic acid, Cellulose, Lignin, Valerolactone, Lignocellulosic biomass, Catalytic, Acrolein, Fructose, Glycerol, Ionic liquid, Fdca |
5_2 | Building | 2173 | 2014.47 | Bim, Lca, Building material, Embodied energy, Information modeling, Environmental impact, Construction industry, Life cycle assessment, Tall building, Green, Material, Energy, Information modelling, Residential building, Sustainable building |
5_4 | Building | 1473 | 2014.21 | Adaptive reuse, Heritage building, Historic building, Building stock, Urban renewal, Refurbishment, Retrofit, Sustainable refurbishment, Historical building, Urban regeneration, Energy performance, Social, Cultural, Environmental, Residential |
6_9 | Smart city | 925 | 2014.57 | Ev, Electric vehicle, Bev, Hybrid electric vehicle, Prosumer, Energy justice, Phev, Smart grid, Eco driving, Electric bus, Vehicle, Plug, Renewable, V2g, Environmental |
6_3 | Smart city | 2639 | 2014.41 | Sustainability transition, Ull, Transition management, Grassroots innovation, Socio technical transition, Multi level perspective, Energy transition, Transition study, Technological innovation system, Urban, Strategic niche management, Renewable, Snm, Sociotechnical, Innovation system |
7_7 | Water | 986 | 2015.32 | Nexus, Water energy food nexus, Water security, Wef nexus, Iwrm, Energy water nexus, Energy, Nexus approach, Water resource, Food, Urban, China, Sustainable, Transboundary, Potassium ferrate |
10_7 | Urban | 1074 | 2013.28 | Urban metabolism, City, Ecological network analysis, Ascendency, Urban metabolic, Environmental, China, Ena, Ecological, Emission, Sustainable urban, Energy, Economic, Eoli, Mfa |
10_3 | Urban | 1427 | 2011.34 | Hm2 cap, Ecological footprint model, Ecological deficit, Ef, Gha, Wackernagel, Ecological capacity, Biocapacity, Ecological carrying capacity, Capita ecological footprint, Emergy ecological, Ecological footprint analysis, Footprint family, Ecological surplus, Energy ecological footprint |
18_2 | Green IcT | 801 | 2013.64 | Green ict, Green information system, Green information technology, Information system, Environmental sustainability, Git, Ict, Organization, Data center, Sustainable, Energy informatic, Adoption, Information technology, Sustainability, Organizational |
19_4 | Waste management | 306 | 2014.85 | Msw, Municipal solid waste management, Incineration, Wte plant, Waste, Landfill mining, Lca, Environmental impact, Energy recovery, Anaerobic digestion, Life cycle assessment, Solid, Gasification, Lfe, Aif |
# | Parent_cluster | Nodes | Year | TFIDF |
---|---|---|---|---|
4_2 | Catalyst/Electrochemical | 2128 | 2016.64 | Oer, Hydrogen evolution reaction, Electrocatalyst, Photocatalytic, Oxygen evolution reaction, Overpotential, Overall water splitting, Electrocatalytic, Photoelectrochemical, Low overpotential, Water splitting, Visible light, Photocatalyst, Mv dec, Tafel slope |
4_7 | Catalyst/Electrochemical | 1649 | 2016.63 | Orr, Porous carbon, Oxygen reduction reaction, Supercapacitor, Porous, Carbon material, Graphene, Hierarchical porous, Hydrochar, High performance supercapacitor, Mah, Koh, Mesoporous, Electrochemical, Hydrothermal carbonization |
4_6 | Catalyst/Electrochemical | 1706 | 2016.15 | Nanocellulose, Cellulose nanocrystal, Cnc, Cnf, Lignin, Cellulose nanofibril, Cellulose nanomaterial, Ggm, Nanocomposite, Nfc, Cellulose nanofiber, Chitosan, Hydrogel, Aerogel, Nanofibril |
11_1 | Healthcare | 1260 | 2016.07 | Maternal mortality, Uhc, Neonatal mortality, Ncd, Newborn, Universal health coverage, U5mr, Livebirth, Sdg, Stillbirth, Health system, Child health, Fap sba, Sustainable development goal, Global health |
4_11 | Catalyst/Electrochemical | 914 | 2016.01 | Mah, Sodium ion battery, Lib, Rechargeable battery, Electrochemical performance, Li, Organic electrode material, Lithium, Cathode material, Electrode material, Capacity retention, Ion battery, Lithium ion battery, Electrolyte, Na ion battery |
6_7 | Smart city | 1097 | 2015.87 | Bike sharing, Bicycle, Cyclist, Cycling infrastructure, Bs, Electric bicycle, Public bicycle, Car sharing, Pedestrian, Ride, Airbnb, Urban, Carsharing, City, Collaborative consumption |
6_5 | Smart city | 1332 | 2015.81 | Smart city concept, Smart sustainable city, City, Urban, Iot, Ict, Smart mobility, Citizen, Sustainable city, Smartness, Big data analytic, Smart city project, Smart city service, Big datum, Social |
8_7 | Sustainable energy (others) | 855 | 2015.75 | Ekc hypothesis, Financial development, Economic growth, Renewable energy consumption, Environmental kuznet, Co2 emission, Renewable, Trade opennes, Energy consumption, Ardl, Gdp, Fdi, Emission, Cointegration, Unidirectional causality |
5_1 | Building | 2426 | 2015.56 | Geopolymer concrete, Uhpc, Compressive strength, Cement, Concrete, Pofa, Pozzolanic, Opc, Fly ash, Cementitious, Mortar, Portland cement, Rha, Silica fume, Flexural |
9_9 | Bioenergy | 820 | 2015.52 | Pha production, Rhamnolipid, Biosurfactant production, Phb, Polyhydroxyalkanoate, Sophorolipid, Olive, Scg, Succinic acid, Omw, Whey, Spent coffee ground, Hydroxybutyrate co, Product, Lactic acid |
17_8 | Food | 448 | 2015.5 | Edible insect, Entomophagy, Insect meal, Black soldier fly, Hermetia illucen, Cricket, Fly larvae, Mealworm, Larvae, Hermetium, Diet, Bsf larvae, Cultured meat, Protein, Animal |
9_1 | Bioenergy | 2352 | 2015.36 | Microalgae cultivation, Microalgal biomass, Lipid productivity, Algal biofuel, Algae, Biodiesel production, Scenedesmu, Lipid production, Biofuel production, Chlamydomona, Mixotrophic, Lipid content, Lipid accumulation, Photobioreactor, Nannochloropsis sp. |
4_4 | Catalyst/ Electrochemical | 1922 | 2015.36 | Pla, Isosorbide, Polymer, Epoxy, Poly, Monomer, Lactide, Benzoxazine, Cardanol, Thermoset, Polyol, Polymerization, Polyester, Anticorrosive, Bisphenol |
7_7 | Water | 986 | 2015.32 | Nexus, Water energy food nexus, Water security, Wef nexus, Iwrm, Energy water nexus, Energy, Nexus approach, Water resource, Food, Urban, China, Sustainable, Transboundary, Potassium ferrate |
4_3 | Catalyst/ Electrochemical | 2102 | 2015.30 | Hydroxymethylfurfural, Hmf yield, Gvl, Furfural, Levulinic acid, Cellulose, Lignin, Valerolactone, Lignocellulosic biomass, Catalytic, Acrolein, Fructose, Glycerol, Ionic liquid, Fdca |
#SDG | Description | Top 10 CDD Terms | Top 10 TFIDF Terms |
---|---|---|---|
1 | No Poverty | Retirement age 21, Disaster risk reduction 3, Social protection 3, Microfinance 25, Pension 21, Cash transfer 11, Heatwave 11, Healthcare facility 7, Pro poor 14, Extreme poverty 25 | Extreme poverty 25, Disaster 3, Extreme 11, Social protection system, Poverty 3, Social protection 3, Poor 1, Retirement age 21, Pension 21, Economic loss 10 |
2 | Zero Hunger | Resilient agricultural 3, Stunting 11, Animal genetic resource 17, Healthy diet 17, Pastoralist 3, Child malnutrition 11, Family farmer 9, Overweight 11, Obesity epidemic 17, Local breed 1 | Hunger 1, Agriculture 1, Malnutrition 1, Overweight 11, Height 12, Nutrition 1, Small scale food producer, Agricultural productivity 1, Undernourished 1, Child 11 |
3 | Good Health and Well-being | Neglected tropical disease 11, Maternal death 11, Maternal mortality ratio 11, Communicable 11, Malaria 11, Child survival 11, Non communicable disease 11, Neonatal 11, Tropical disease 11, Neonatal mortality rate 11 | Live birth 11, Maternal 11, Live 13, Death 11, Communicable 11, Mortality rate 11, Malaria 11, Reproductive 13, Neonatal 11, Infectious 3 |
4 | Quality Education | Early childhood development 11, Childhood education 16, Early childhood education 16, Upper secondary 16, Adjusted net 10, Pre service 16, Secondary education 16, Primary education 11, Completion rate 11, School 11 | Secondary 16, Reading 8, Mathematic 16, School 11, Proficient 11, Secondary education 16, Child 11, Minimum 1, Read 8, Primary education 11 |
5 | Gender Equality | Early childhood education 16, Contraceptive 11, Reproductive health 11, Maternal death 11, Compounded 2, Long term care 21, Young child 16, Gender gap 16, Woman 3, Unpaid 3 | Woman 3, Girl 3, Sexual 11, Unpaid 3, Gender equality 14, Child marriage 11, Unpaid domestic, Reproductive 13, Violence 11, Marriage 11 |
6 | Clean Water and Sanitation | Open defecation 7, IWRM 7, Integrated water resources management 7, Sanitation system 7, Future water scarcity 7, Affordable drinking water 7, Total renewable 8, Severe water scarcity 7, Desalination 7, Desalinated water 7 | Sanitation 7, Water stress 7, Water sector 7, Integrated water resources management 7, Integrated 3, Open defecation 7, Water 7, Basic 3, Operational 2, Practise 14 |
7 | Affordable and Clean Energy | Stove 12, Renewable energy consumption 8, Solid biomass 9, Charcoal 12, Geothermal 8, Energy access 8, Marine source 13, Energy intensity 10, Final energy use 17, Global rate 12 | Renewable 8, Electricity 8, Renewable energy 8, Clean 8, Energy efficiency 5, Solar 8, Energy intensity 10, Modern renewable, Modern 8, Wind 8 |
8 | Decent Work and Economic Growth | Material footprint 10, Domestic material consumption 10, Real GDP 8, Decent work 14, Child labour 2, Labour right 12, Labour productivity 8, Formative stage 15, Sustainable consumption 17, Sustainable tourism 14 | Labour productivity 8, Labour 1, Informal employment, Real GDP 8, Unemployment rate 21, Adult 12, Youth 16, Global unemployment rate, Child labour 2, Annual growth rate |
9 | Industry, Innovation, and Infrastructure | Air travel 14, MVA 9, Emissions intensity 1, Air transport 14, Small scale industry 1, Entire global 15, Mobile network 6, Carbon intensity 10, Intensity level 3, New job opportunity 2 | Manufacturing 2, Small scale industry 1, Medium high, Mobile cellular 22, Value 2, Research 2, Total MVA, Join 17, Innovate 2, Credit 5 |
10 | Reducing Inequality | SID 3, Total resource 7, Remittance 14, Clothing 17, Subcategory 2, Inclusivity 19, International human rights law 11, Financial flow 10, Global financial market 15, Religion 6 | Inequality 10, Bottom 2, Labour 1, Export 7, Wage 12, Duty free treatment, Origin 13, Labour share, Income growth 10, National average 10 |
11 | Sustainable Cities and Communities | Sendai Framework 3, Slum dweller 10, Household air pollution 12, Disaster Risk Reduction 3, Sustainable urbanization 10, Adequate housing 5, Global urban 3, Human settlements inclusive 10, City 6, Public transport 6 | City 6, Urban 6, Slum 10, Public transport 6, Solid waste 19, Urban resident 3, Open public space, Urban population 3, Air pollution 10, Unplanned urban 10 |
12 | Responsible Consumption and Production | Material footprint 10, Domestic material consumption 10, International Trade 12, Sustainable consumption 17, DMC 4, SCP 2, Relative decoupling 10, Fossil fuel subsidy 8, Decoupling 10, International supply chain 2 | Metric ton 9, Metric 2, Material footprint 10, Domestic material consumption 10, Material 4, Production 9, Sustainable consumption 17, Capitum 10, Hazardous waste 10, Tonne 9 |
13 | Climate Action | Sendai Framework 3, Green Climate Fund 6, Adaptive capacity 3, Disaster Risk Reduction 3, Disaster risk reduction 3, Paris Agreement 9, NDC 3, Planetary 3, Adaptation planning 3, Industrial system 2 | United Nations Framework Convention 6, Climate Change 3, Climate 3, Paris Agreement 9, NAP, Determined 3, Determined contribution, Green Climate Fund 6, Party 8, April 13 |
14 | Life Below Water | National jurisdiction 13, Fisheries subsidy 13, Unreported 13, Small scale fishery 13, Ocean acidification 13, Large marine ecosystem 13, Nautical 14, UNCLO 13, Fish stock 13, Fisherfolk 13 | Coastal 3, Ocean 13, Marine 13, Unreported 13, Fish 13, Fish stock 13, Ocean acidification 13, Sustainable level 6, Illegal 13, Coastal eutrophication 3 |
15 | Life On Land | Freshwater biodiversity 3, International Treaty 3, Seychelles 14, Landscape restoration 3, Plant Genetic Resource 1, Fiji 14, Coral 13, Nagoya Protocol 12, Intergovernmental Science Policy Platform 3, Mammal 12 | Terrestrial 9, Forest 12, Biodiversity 1, Species 12, Protected 14, Total land area 9, Los 1, Sustainable use 12, Genetic 1, Biodiversity los 3 |
16 | Peace, Justice, and Strong Institutions | Prisoner 3, Crime 6, Bribery 15, World Bank Group 7, Judiciary 16, Justice 6, Inclusive society 15, Substantial advance 17, Different flow 8, Journalist 15 | Victim 5, Justice 6, Journalist 15, Violence 11, Public official 7, Compliant 2, Sexual 11, Detected 3, Psychological aggression, Sexual exploitation |
17 | Partnerships for the Goals | Multi stakeholder partnership 12, Policy coordination 10, Remittance 14, Revitalized 12, Broadband 18, National planning 10, External financing 2, Sustainable development indicator 10, Revenue collection 7, SDG target 11 | National statistical, Online 18, National statistical plan, Statistical 8, Statistic 10, World merchandise export, Gross national 11, Remittance 14, Housing census, Science 3 |
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Asatani, K.; Takeda, H.; Yamano, H.; Sakata, I. Scientific Attention to Sustainability and SDGs: Meta-Analysis of Academic Papers. Energies 2020, 13, 975. https://doi.org/10.3390/en13040975
Asatani K, Takeda H, Yamano H, Sakata I. Scientific Attention to Sustainability and SDGs: Meta-Analysis of Academic Papers. Energies. 2020; 13(4):975. https://doi.org/10.3390/en13040975
Chicago/Turabian StyleAsatani, Kimitaka, Haruo Takeda, Hiroko Yamano, and Ichiro Sakata. 2020. "Scientific Attention to Sustainability and SDGs: Meta-Analysis of Academic Papers" Energies 13, no. 4: 975. https://doi.org/10.3390/en13040975