Songs of Adaptation

#SDGAction43449

Description

The Songs of Adaptation is a bioaccoustics research project with partnerships in Bolivia, Nepal, Maryland (U.S.), and West Virginia (U.S.). Through the collection and analysis of over a terabyte of data focusing on bird songs, vegetation, temperature, and human communities, communities will be better able to mitigate the effects of climate change. The project is designed to bridge the gap between communities and the changing world around them, enabling them to make more informed decisions.

Expected Impact

The Songs of Adaptation project brings together several data-collecting instruments to monitor life across gradients of elevation or land use. It fosters deeper understandings of ecosystem health at local levels. Individual monitoring stations or a series of stations can be placed anywhere in the world; each tells its own story of change within the place. 
 
The first major installations are in biodiversity hot-spots in remote areas of Nepal and Bolivia where instruments are placed at regular intervals along gradients to continually monitor bioaccoustics (life sounds), temperature, and humidity. The data generated by the research stations are supplemented with vegetation surveys, wildlife cameras, GIS data, and historical data. Smaller, individual stations can be anywhere. Future Generations has also begun monitoring at two educational centers in the United States on the Chesapeake Bay and Spruce Knob. 
 
Each station produces about 1 million minutes of audio data per year. Technology through the Microsoft AI for Earth community and Azure assist with cloud storage, machine learning, and big data analytics to enable the global team to analyze millions of minutes of audio. 
 
Deep learning algorithms identify and categorize sounds from species of focus, which are often birds. Local experts help train and improve identification models and take the information back to communities. This information helps communities to make data-driven decisions in how to respond to changes in the natural world.

Capacity

The Songs of Adaptation project is guided by a strong team of people who are trained in the SEED-SCALE methodology of Future Generations, which emphasizes the importance of engaging the community in all aspects of research and decision-making. Two members of the team are currently students in the Future Generations University M.A. in Applied Community Development. Another team member is an alumnus of the Master's degree. Four of the team members are faculty in the M.A. program, teaching subjects such as Strategic Resource Mapping, Monitoring & Evaluation, Sustainable Communities, Introduction to Applied Community Change, and Going to Scale. Other team members are scientists, experts in natural history and ornithology, data analysis, and computer science. 
 
Technology transfer occurs through partnerships both locally and abroad (especially within the countries of Nepal and Bolivia). Consistent with the Future Generations University philosophy and methodology, efforts are made to make the research processes and results as accessible to local communities as possible. Additionally, the project hopes to partner with schools to better disseminate the knowledge gained. NorthBay Adventure Camp and Experience Learning are two partner organizations which benefit from the technology and knowledge advances of the Songs of Adaptation project.

Governed

The initiative is led by a Project Director, Naomi Bates, who has a PhD from Princeton University in Civil and Environmental Engineering. She is assisted by Senior Scientists in the U.S., in Nepal, and in Bolivia, who are experts in ornithology, Himalayan flora and fauna, environmental conservation, and big data analytics. Additionally, the team consists of support staff who specialize in data analysis, grant writing, equipment installation, and cross-cultural communication. Weekly team meetings in person and via Zoom Video-Conferencing ensure timely progress toward goals and effective communication. Twice-monthly University staff meetings ensure that the Songs of Adaptation team is in touch with the wider University community. 
Dr. Daniel Taylor, President of Future Generations University, oversees all aspects of the project, and Ms. Stephanie Hartman, Chief Operating Officer, has broad oversight of the financial aspects of the project.

Partners

Future Generations University, Microsoft (Azure), Experience Learning (Pendleton County, WV), Share and Care (Nepal), NorthBay (North East, MD), El Chocoloatal (Rurrenabaque, Bolivia), Madidi National Park (Bolivia), Wildlife Conservation Society (Bolivia), National Geographic

SDGS & Targets

Goal 15

Protect, restore and promote sustainable use of terrestrial ecosystems, sustainably manage forests, combat desertification, and halt and reverse land degradation and halt biodiversity loss

15.1

By 2020, ensure the conservation, restoration and sustainable use of terrestrial and inland freshwater ecosystems and their services, in particular forests, wetlands, mountains and drylands, in line with obligations under international agreements

15.1.1

Forest area as a proportion of total land area

15.1.2

Proportion of important sites for terrestrial and freshwater biodiversity that are covered by protected areas, by ecosystem type

15.2

By 2020, promote the implementation of sustainable management of all types of forests, halt deforestation, restore degraded forests and substantially increase afforestation and reforestation globally

15.2.1

Progress towards sustainable forest management

15.3

By 2030, combat desertification, restore degraded land and soil, including land affected by desertification, drought and floods, and strive to achieve a land degradation-neutral world

15.3.1

Proportion of land that is degraded over total land area

15.4

By 2030, ensure the conservation of mountain ecosystems, including their biodiversity, in order to enhance their capacity to provide benefits that are essential for sustainable development

15.4.1

Coverage by protected areas of important sites for mountain biodiversity

15.4.2

Mountain Green Cover Index

15.5

Take urgent and significant action to reduce the degradation of natural habitats, halt the loss of biodiversity and, by 2020, protect and prevent the extinction of threatened species

15.5.1

Red List Index

15.6

Promote fair and equitable sharing of the benefits arising from the utilization of genetic resources and promote appropriate access to such resources, as internationally agreed

15.6.1

Number of countries that have adopted legislative, administrative and policy frameworks to ensure fair and equitable sharing of benefits

15.7

Take urgent action to end poaching and trafficking of protected species of flora and fauna and address both demand and supply of illegal wildlife products

15.7.1

Proportion of traded wildlife that was poached or illicitly trafficked

15.8

By 2020, introduce measures to prevent the introduction and significantly reduce the impact of invasive alien species on land and water ecosystems and control or eradicate the priority species

15.8.1

Proportion of countries adopting relevant national legislation and adequately resourcing the prevention or control of invasive alien species

15.9

By 2020, integrate ecosystem and biodiversity values into national and local planning, development processes, poverty reduction strategies and accounts

15.9.1

(a) Number of countries that have established national targets in accordance with or similar to Aichi Biodiversity Target 2 of the Strategic Plan for Biodiversity 2011–2020 in their national biodiversity strategy and action plans and the progress reported towards these targets; and (b) integration of biodiversity into national accounting and reporting systems, defined as implementation of the System of Environmental-Economic Accounting

15.a

Mobilize and significantly increase financial resources from all sources to conserve and sustainably use biodiversity and ecosystems

15.a.1

(a) Official development assistance on conservation and sustainable use of biodiversity; and (b) revenue generated and finance mobilized from biodiversity-relevant economic instruments

15.b

Mobilize significant resources from all sources and at all levels to finance sustainable forest management and provide adequate incentives to developing countries to advance such management, including for conservation and reforestation

15.b.1

(a) Official development assistance on conservation and sustainable use of biodiversity; and (b) revenue generated and finance mobilized from biodiversity-relevant economic instruments

15.c

Enhance global support for efforts to combat poaching and trafficking of protected species, including by increasing the capacity of local communities to pursue sustainable livelihood opportunities

15.c.1

Proportion of traded wildlife that was poached or illicitly trafficked

Goal 7

Ensure access to affordable, reliable, sustainable and modern energy for all

7.1

By 2030, ensure universal access to affordable, reliable and modern energy services

7.1.1

Proportion of population with access to electricity

7.1.2

Proportion of population with primary reliance on clean fuels and technology

7.2

By 2030, increase substantially the share of renewable energy in the global energy mix

7.2.1

Renewable energy share in the total final energy consumption

7.3

By 2030, double the global rate of improvement in energy efficiency

7.3.1

Energy intensity measured in terms of primary energy and GDP

7.a

By 2030, enhance international cooperation to facilitate access to clean energy research and technology, including renewable energy, energy efficiency and advanced and cleaner fossil-fuel technology, and promote investment in energy infrastructure and clean energy technology

7.a.1

International financial flows to developing countries in support of clean energy research and development and renewable energy production, including in hybrid systems

7.b

By 2030, expand infrastructure and upgrade technology for supplying modern and sustainable energy services for all in developing countries, in particular least developed countries, small island developing States, and land-locked developing countries, in accordance with their respective programmes of support

7.b.1

Installed renewable energy-generating capacity in developing and developed countries (in watts per capita)

Goal 4

Ensure inclusive and equitable quality education and promote lifelong learning opportunities for all

4.1

By 2030, ensure that all girls and boys complete free, equitable and quality primary and secondary education leading to relevant and effective learning outcomes

4.1.1

Proportion of children and young people (a) in grades 2/3; (b) at the end of primary; and (c) at the end of lower secondary achieving at least a minimum proficiency level in (i) reading and (ii) mathematics, by sex

4.1.2

Completion rate (primary education, lower secondary education, upper secondary education)

4.2

By 2030, ensure that all girls and boys have access to quality early childhood development, care and pre-primary education so that they are ready for primary education

4.2.1

Proportion of children aged 24–59 months who are developmentally on track in health, learning and psychosocial well-being, by sex

4.2.2

Participation rate in organized learning (one year before the official primary entry age), by sex

4.3

By 2030, ensure equal access for all women and men to affordable and quality technical, vocational and tertiary education, including university

4.3.1

Participation rate of youth and adults in formal and non-formal education and training in the previous 12 months, by sex

4.4

By 2030, substantially increase the number of youth and adults who have relevant skills, including technical and vocational skills, for employment, decent jobs and entrepreneurship

4.4.1

Proportion of youth and adults with information and communications technology (ICT) skills, by type of skill

4.5

By 2030, eliminate gender disparities in education and ensure equal access to all levels of education and vocational training for the vulnerable, including persons with disabilities, indigenous peoples and children in vulnerable situations

4.5.1

Parity indices (female/male, rural/urban, bottom/top wealth quintile and others such as disability status, indigenous peoples and conflict-affected, as data become available) for all education indicators on this list that can be disaggregated

4.6

By 2030, ensure that all youth and a substantial proportion of adults, both men and women, achieve literacy and numeracy

4.6.1

Proportion of population in a given age group achieving at least a fixed level of proficiency in functional (a) literacy and (b) numeracy skills, by sex

4.7

By 2030, ensure that all learners acquire the knowledge and skills needed to promote sustainable development, including, among others, through education for sustainable development and sustainable lifestyles, human rights, gender equality, promotion of a culture of peace and non-violence, global citizenship and appreciation of cultural diversity and of culture’s contribution to sustainable development

4.7.1

Extent to which (i) global citizenship education and (ii) education for sustainable development are mainstreamed in (a) national education policies; (b) curricula; (c) teacher education and (d) student assessment

4.a

Build and upgrade education facilities that are child, disability and gender sensitive and provide safe, non-violent, inclusive and effective learning environments for all

4.a.1

Proportion of schools offering basic services, by type of service

4.b

By 2020, substantially expand globally the number of scholarships available to developing countries, in particular least developed countries, small island developing States and African countries, for enrolment in higher education, including vocational training and information and communications technology, technical, engineering and scientific programmes, in developed countries and other developing countries

4.b.1

Volume of official development assistance flows for scholarships by sector and type of study

4.c

By 2030, substantially increase the supply of qualified teachers, including through international cooperation for teacher training in developing countries, especially least developed countries and small island developing States

4.c.1

Proportion of teachers with the minimum required qualifications, by education level

Goal 8

Promote sustained, inclusive and sustainable economic growth, full and productive employment and decent work for all

8.1

Sustain per capita economic growth in accordance with national circumstances and, in particular, at least 7 per cent gross domestic product growth per annum in the least developed countries

8.1.1

Annual growth rate of real GDP per capita

8.2

Achieve higher levels of economic productivity through diversification, technological upgrading and innovation, including through a focus on high-value added and labour-intensive sectors

8.2.1

Annual growth rate of real GDP per employed person

8.3

Promote development-oriented policies that support productive activities, decent job creation, entrepreneurship, creativity and innovation, and encourage the formalization and growth of micro-, small- and medium-sized enterprises, including through access to financial services

8.3.1

Proportion of informal employment in total employment, by sector and sex

8.4

Improve progressively, through 2030, global resource efficiency in consumption and production and endeavour to decouple economic growth from environmental degradation, in accordance with the 10-Year Framework of Programmes on Sustainable Consumption and Production, with developed countries taking the lead

8.4.1

Material footprint, material footprint per capita, and material footprint per GDP

8.4.2

Domestic material consumption, domestic material consumption per capita, and domestic material consumption per GDP

8.5

By 2030, achieve full and productive employment and decent work for all women and men, including for young people and persons with disabilities, and equal pay for work of equal value

8.5.1

Average hourly earnings of female and male employees, by occupation, age and persons with disabilities

8.5.2

Unemployment rate, by sex, age and persons with disabilities

8.6

By 2020, substantially reduce the proportion of youth not in employment, education or training

8.6.1

Proportion of youth (aged 15-24 years) not in education, employment or training

8.7

Take immediate and effective measures to eradicate forced labour, end modern slavery and human trafficking and secure the prohibition and elimination of the worst forms of child labour, including recruitment and use of child soldiers, and by 2025 end child labour in all its forms

8.7.1

Proportion and number of children aged 5‑17 years engaged in child labour, by sex and age

8.8

Protect labour rights and promote safe and secure working environments for all workers, including migrant workers, in particular women migrants, and those in precarious employment

8.8.1

Fatal and non-fatal occupational injuries per 100,000 workers, by sex and migrant status

8.8.2

Level of national compliance with labour rights (freedom of association and collective bargaining) based on International Labour Organization (ILO) textual sources and national legislation, by sex and migrant status

8.9

By 2030, devise and implement policies to promote sustainable tourism that creates jobs and promotes local culture and products

8.9.1

Tourism direct GDP as a proportion of total GDP and in growth rate

8.10

Strengthen the capacity of domestic financial institutions to encourage and expand access to banking, insurance and financial services for all

8.10.1

(a) Number of commercial bank branches per 100,000 adults and (b) number of automated teller machines (ATMs) per 100,000 adults

8.10.2

Proportion of adults (15 years and older) with an account at a bank or other financial institution or with a mobile-money-service provider

8.a

Increase Aid for Trade support for developing countries, in particular least developed countries, including through the Enhanced Integrated Framework for Trade-Related Technical Assistance to Least Developed Countries

8.a.1

Aid for Trade commitments and disbursements

8.b

By 2020, develop and operationalize a global strategy for youth employment and implement the Global Jobs Pact of the International Labour Organization

8.b.1

Existence of a developed and operationalized national strategy for youth employment, as a distinct strategy or as part of a national employment strategy

Goal 11

Make cities and human settlements inclusive, safe, resilient and sustainable

11.1

By 2030, ensure access for all to adequate, safe and affordable housing and basic services and upgrade slums

11.1.1

Proportion of urban population living in slums, informal settlements or inadequate housing

11.2

By 2030, provide access to safe, affordable, accessible and sustainable transport systems for all, improving road safety, notably by expanding public transport, with special attention to the needs of those in vulnerable situations, women, children, persons with disabilities and older persons

11.2.1

Proportion of population that has convenient access to public transport, by sex, age and persons with disabilities

11.3

By 2030, enhance inclusive and sustainable urbanization and capacity for participatory, integrated and sustainable human settlement planning and management in all countries

11.3.1

Ratio of land consumption rate to population growth rate

11.3.2

Proportion of cities with a direct participation structure of civil society in urban planning and management that operate regularly and democratically

11.4

Strengthen efforts to protect and safeguard the world’s cultural and natural heritage

11.4.1

Total per capita expenditure on the preservation, protection and conservation of all cultural and natural heritage, by source of funding (public, private), type of heritage (cultural, natural) and level of government (national, regional, and local/municipal)

11.5

By 2030, significantly reduce the number of deaths and the number of people affected and substantially decrease the direct economic losses relative to global gross domestic product caused by disasters, including water-related disasters, with a focus on protecting the poor and people in vulnerable situations

11.5.1

Number of deaths, missing persons and directly affected persons attributed to disasters per 100,000 population

11.5.2

Direct economic loss attributed to disasters in relation to global domestic product (GDP)

11.5.3

(a) Damage to critical infrastructure and (b) number of disruptions to basic services, attributed to disasters

11.6

By 2030, reduce the adverse per capita environmental impact of cities, including by paying special attention to air quality and municipal and other waste management

11.6.1

Proportion of municipal solid waste collected and managed in controlled facilities out of total municipal waste generated, by cities

11.6.2

Annual mean levels of fine particulate matter (e.g. PM2.5 and PM10) in cities (population weighted)

11.7

By 2030, provide universal access to safe, inclusive and accessible, green and public spaces, in particular for women and children, older persons and persons with disabilities

11.7.1

Average share of the built-up area of cities that is open space for public use for all, by sex, age and persons with disabilities

11.7.2

Proportion of persons victim of non-sexual or sexual harassment, by sex, age, disability status and place of occurrence, in the previous 12 months

11.a

Support positive economic, social and environmental links between urban, peri-urban and rural areas by strengthening national and regional development planning

11.a.1

Number of countries that have national urban policies or regional development plans that (a) respond to population dynamics; (b) ensure balanced territorial development; and (c) increase local fiscal space

11.b

By 2020, substantially increase the number of cities and human settlements adopting and implementing integrated policies and plans towards inclusion, resource efficiency, mitigation and adaptation to climate change, resilience to disasters, and develop and implement, in line with the Sendai Framework for Disaster Risk Reduction 2015-2030, holistic disaster risk management at all levels

11.b.1

Number of countries that adopt and implement national disaster risk reduction strategies in line with the Sendai Framework for Disaster Risk Reduction 2015–2030

11.b.2

Proportion of local governments that adopt and implement local disaster risk reduction strategies in line with national disaster risk reduction strategies

11.c

Support least developed countries, including through financial and technical assistance, in building sustainable and resilient buildings utilizing local materials

Goal 16

Promote peaceful and inclusive societies for sustainable development, provide access to justice for all and build effective, accountable and inclusive institutions at all levels

16.1

Significantly reduce all forms of violence and related death rates everywhere

16.1.1

Number of victims of intentional homicide per 100,000 population, by sex and age

16.1.2

Conflict-related deaths per 100,000 population, by sex, age and cause

16.1.3

Proportion of population subjected to (a) physical violence, (b) psychological violence and/or (c) sexual violence in the previous 12 months

16.1.4

Proportion of population that feel safe walking alone around the area they live after dark

16.2

End abuse, exploitation, trafficking and all forms of violence against and torture of children

16.2.1

Proportion of children aged 1–17 years who experienced any physical punishment and/or psychological aggression by caregivers in the past month

16.2.2

Number of victims of human trafficking per 100,000 population, by sex, age and form of exploitation

16.2.3

Proportion of young women and men aged 18–29 years who experienced sexual violence by age 18

16.3

Promote the rule of law at the national and international levels and ensure equal access to justice for all

16.3.1

Proportion of victims of (a) physical, (b) psychological and/or (c) sexual violence in the previous 12 months who reported their victimization to competent authorities or other officially recognized conflict resolution mechanisms

16.3.2

Unsentenced detainees as a proportion of overall prison population

16.3.3

Proportion of the population who have experienced a dispute in the past two years and who accessed a formal or informal dispute resolution mechanism, by type of mechanism

16.4

By 2030, significantly reduce illicit financial and arms flows, strengthen the recovery and return of stolen assets and combat all forms of organized crime

16.4.1

Total value of inward and outward illicit financial flows (in current United States dollars)

16.4.2

Proportion of seized, found or surrendered arms whose illicit origin or context has been traced or established by a competent authority in line with international instruments

16.5

Substantially reduce corruption and bribery in all their forms

16.5.1

Proportion of persons who had at least one contact with a public official and who paid a bribe to a public official, or were asked for a bribe by those public officials, during the previous 12 months

16.5.2

Proportion of businesses that had at least one contact with a public official and that paid a bribe to a public official, or were asked for a bribe by those public officials during the previous 12 months

16.6

Develop effective, accountable and transparent institutions at all levels

16.6.1

Primary government expenditures as a proportion of original approved budget, by sector (or by budget codes or similar)

16.6.2

Proportion of population satisfied with their last experience of public services

16.7

Ensure responsive, inclusive, participatory and representative decision-making at all levels

16.7.1

Proportions of positions in national and local institutions, including (a) the legislatures; (b) the public service; and (c) the judiciary, compared to national distributions, by sex, age, persons with disabilities and population groups

16.7.2

Proportion of population who believe decision-making is inclusive and responsive, by sex, age, disability and population group

16.8

Broaden and strengthen the participation of developing countries in the institutions of global governance

16.8.1

Proportion of members and voting rights of developing countries in international organizations

16.9

By 2030, provide legal identity for all, including birth registration

16.9.1

Proportion of children under 5 years of age whose births have been registered with a civil authority, by age

16.10

Ensure public access to information and protect fundamental freedoms, in accordance with national legislation and international agreements

16.10.1

Number of verified cases of killing, kidnapping, enforced disappearance, arbitrary detention and torture of journalists, associated media personnel, trade unionists and human rights advocates in the previous 12 months

16.10.2

Number of countries that adopt and implement constitutional, statutory and/or policy guarantees for public access to information

16.a

Strengthen relevant national institutions, including through international cooperation, for building capacity at all levels, in particular in developing countries, to prevent violence and combat terrorism and crime

16.a.1

Existence of independent national human rights institutions in compliance with the Paris Principles

16.b

Promote and enforce non-discriminatory laws and policies for sustainable development

16.b.1

Proportion of population reporting having personally felt discriminated against or harassed in the previous 12 months on the basis of a ground of discrimination prohibited under international human rights law

Goal 17

Strengthen the means of implementation and revitalize the Global Partnership for Sustainable Development

17.1

Strengthen domestic resource mobilization, including through international support to developing countries, to improve domestic capacity for tax and other revenue collection

17.1.1

Total government revenue as a proportion of GDP, by source

17.1.2

Proportion of domestic budget funded by domestic taxes

17.2

Developed countries to implement fully their official development assistance commitments, including the commitment by many developed countries to achieve the target of 0.7 per cent of ODA/GNI to developing countries and 0.15 to 0.20 per cent of ODA/GNI to least developed countries; ODA providers are encouraged to consider setting a target to provide at least 0.20 per cent of ODA/GNI to least developed countries

17.2.1

Net official development assistance, total and to least developed countries, as a proportion of the Organization for Economic Cooperation and Development (OECD) Development Assistance Committee donors’ gross national income (GNI)

17.3

Mobilize additional financial resources for developing countries from multiple sources

17.3.1

Additional financial resources mobilized for developing countries from multiple sources

17.3.2

Volume of remittances (in United States dollars) as a proportion of total GDP

17.4

Assist developing countries in attaining long-term debt sustainability through coordinated policies aimed at fostering debt financing, debt relief and debt restructuring, as appropriate, and address the external debt of highly indebted poor countries to reduce debt distress

17.4.1

Debt service as a proportion of exports of goods and services

17.5

Adopt and implement investment promotion regimes for least developed countries

17.5.1

Number of countries that adopt and implement investment promotion regimes for developing countries, including the least developed countries

17.6

Enhance North-South, South-South and triangular regional and international cooperation on and access to science, technology and innovation and enhance knowledge sharing on mutually agreed terms, including through improved coordination among existing mechanisms, in particular at the United Nations level, and through a global technology facilitation mechanism

17.6.1

Fixed broadband subscriptions per 100 inhabitants, by speed

17.7

Promote the development, transfer, dissemination and diffusion of environmentally sound technologies to developing countries on favourable terms, including on concessional and preferential terms, as mutually agreed

17.7.1

Total amount of funding for developing countries to promote the development, transfer, dissemination and diffusion of environmentally sound technologies

17.8

Fully operationalize the technology bank and science, technology and innovation capacity-building mechanism for least developed countries by 2017 and enhance the use of enabling technology, in particular information and communications technology

17.8.1

Proportion of individuals using the Internet

17.9

Enhance international support for implementing effective and targeted capacity-building in developing countries to support national plans to implement all the Sustainable Development Goals, including through North-South, South-South and triangular cooperation

17.9.1

Dollar value of financial and technical assistance (including through North-South, South‑South and triangular cooperation) committed to developing countries

17.10

Promote a universal, rules-based, open, non-discriminatory and equitable multilateral trading system under the World Trade Organization, including through the conclusion of negotiations under its Doha Development Agenda

17.10.1

Worldwide weighted tariff-average

17.11

Significantly increase the exports of developing countries, in particular with a view to doubling the least developed countries’ share of global exports by 2020

17.11.1

Developing countries’ and least developed countries’ share of global exports

17.12

Realize timely implementation of duty-free and quota-free market access on a lasting basis for all least developed countries, consistent with World Trade Organization decisions, including by ensuring that preferential rules of origin applicable to imports from least developed countries are transparent and simple, and contribute to facilitating market access

17.12.1

Weighted average tariffs faced by developing countries, least developed countries and small island developing States

17.13

Enhance global macroeconomic stability, including through policy coordination and policy coherence

17.13.1

Macroeconomic Dashboard

17.14

Enhance policy coherence for sustainable development

17.14.1

Number of countries with mechanisms in place to enhance policy coherence of sustainable development

17.15

Respect each country’s policy space and leadership to establish and implement policies for poverty eradication and sustainable development

17.15.1

Extent of use of country-owned results frameworks and planning tools by providers of development cooperation

17.16

Enhance the Global Partnership for Sustainable Development, complemented by multi-stakeholder partnerships that mobilize and share knowledge, expertise, technology and financial resources, to support the achievement of the Sustainable Development Goals in all countries, in particular developing countries

17.16.1

Number of countries reporting progress in multi-stakeholder development effectiveness monitoring frameworks that support the achievement of the Sustainable Development Goals

17.17

Encourage and promote effective public, public-private and civil society partnerships, building on the experience and resourcing strategies of partnerships

17.17.1

Amount in United States dollars committed to public-private partnerships for infrastructure

17.18

By 2020, enhance capacity-building support to developing countries, including for least developed countries and small island developing States, to increase significantly the availability of high-quality, timely and reliable data disaggregated by income, gender, age, race, ethnicity, migratory status, disability, geographic location and other characteristics relevant in national contexts

17.18.1

Statistical capacity indicators

17.18.2

Number of countries that have national statistical legislation that complies with the Fundamental Principles of Official Statistics

17.18.3

Number of countries with a national statistical plan that is fully funded and under implementation, by source of funding

17.19

By 2030, build on existing initiatives to develop measurements of progress on sustainable development that complement gross domestic product, and support statistical capacity-building in developing countries

17.19.1

Dollar value of all resources made available to strengthen statistical capacity in developing countries

17.19.2

Proportion of countries that (a) have conducted at least one population and housing census in the last 10 years; and (b) have achieved 100 per cent birth registration and 80 per cent death registration

Goal 13

Take urgent action to combat climate change and its impacts

13.1

Strengthen resilience and adaptive capacity to climate-related hazards and natural disasters in all countries

13.1.1

Number of deaths, missing persons and directly affected persons attributed to disasters per 100,000 population

13.1.2

Number of countries that adopt and implement national disaster risk reduction strategies in line with the Sendai Framework for Disaster Risk Reduction 2015–2030

13.1.3

Proportion of local governments that adopt and implement local disaster risk reduction strategies in line with national disaster risk reduction strategies

13.2

Integrate climate change measures into national policies, strategies and planning

13.2.1

Number of countries with nationally determined contributions, long-term strategies, national adaptation plans and adaptation communications, as reported to the secretariat of the United Nations Framework Convention on Climate Change

13.2.2

Total greenhouse gas emissions per year

13.3

Improve education, awareness-raising and human and institutional capacity on climate change mitigation, adaptation, impact reduction and early warning

13.3.1

13.a

Implement the commitment undertaken by developed-country parties to the United Nations Framework Convention on Climate Change to a goal of mobilizing jointly $100 billion annually by 2020 from all sources to address the needs of developing countries in the context of meaningful mitigation actions and transparency on implementation and fully operationalize the Green Climate Fund through its capitalization as soon as possible

13.a.1

Amounts provided and mobilized in United States dollars per year in relation to the continued existing collective mobilization goal of the $100 billion commitment through to 2025

13.b

Promote mechanisms for raising capacity for effective climate change-related planning and management in least developed countries and small island developing States, including focusing on women, youth and local and marginalized communities

13.b.1

Number of least developed countries and small island developing States with nationally determined contributions, long-term strategies, national adaptation plans and adaptation communications, as reported to the secretariat of the United Nations Framework Convention on Climate Change

SDG 14 targets covered

Name	Description

Deliverables & Timeline

01 January, 1970

1. Data labeling platform (Nepal): With local community input, design and build the platform to crowdsource data. Translate into Nepalese, conduct usability studies, and observe community engagement. Distribute tablets with platform, support usage, and plan for larger global usage

01 January, 1970

2. Trained machine learning models (Nepal): Train machine learning models (open source) to identify three bird species in the over 700,000 minutes of raw data already collected in Makalu-Barun National Park. Gather stories from local community members, government, and park officials to complement the machine data gathered. Submit reports to government and park officials and public open source model (April 2020 – March 2021

01 January, 1970

3. Trained machine learning model (Bolivia): Train machine learning models to identify 1-3 bird species in the 500,000 minutes of raw data already collected in the Bolivian Amazon. (January – December 2020)

01 January, 1970

4. Data labeling user interface (Bolivia): Refine a mobile-friendly application to crowdsource data labeling and share species insights. Conduct community workshops, monitor engagement, and present results (January – December 2020)

Resources mobilized

In-kind contribution

Future Generations University commits financial resources, staff, office space, and supplies to support the Songs of Adaptation initiative

Financing (in USD)

100000

Financing (in USD)

275000

Financing (in USD)

100000

Partnership Progress

No progress reports have been submitted. Please sign in and click here to submit one.

False