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Highlights • We document 186 different local strategies to adapt to climate change impacts. • Common climate adaptation strategies involve modifying existing livelihood systems. • Livelihood activities pattern local adaptation to climate change impacts. • Local adaptations to climate change impacts differ more within than across climate zones., Indigenous Peoples and local communities have implemented myriad responses to deal with and mitigate climate change impacts. However, little effort has been invested in compiling, aggregating, and systematizing such responses to assess global patterns in local adaptation. Drawing on a systematic review of 119 peer-reviewed publications with 1851 reported local responses to climate change impacts, we show that Indigenous Peoples and local communities across the world apply a diverse portfolio of activities to address climate change impacts. While many responses involve changes to natural resource based livelihoods, about one-third of responses involve other activities (e.g. networking, off-farm work). Globally, local responses to climate change impacts are more likely to be shaped by people’s livelihood than by the climate zone where they live.

Introduction In the quest to improve the understanding of climate change impacts on elements of the atmospheric, physical, and life systems, scientists are challenged by the scarcity and uneven distribution of grounded data. Through their long history of interaction with the environment, Indigenous Peoples and local communities have developed complex knowledge systems that allow them to detect impacts of climate change in the local environment. The study protocol presented here is designed 1) to inventory climate change impacts on the atmospheric, physical, and life systems based on local knowledge and 2) to test hypotheses on the global spatial, socioeconomic, and demographic distribution of reported impacts. The protocol has been developed within the framework of a project aiming to bring insights from Indigenous and local knowledge systems to climate research (https://licci.eu). Methods Data collection uses a mixed-method approach and relies on the collaboration of a team of 50 trained partners working in sites where people’s livelihood directly depend on nature. The data collection protocol consists of two steps. Step 1 includes the collection of secondary data (e.g., spatial and meteorological data) and site contextual information (e.g., village infrastructure, services). Step 1 also includes the use of 1) semi-structured interviews (n = 20-30/site) to document observations of environmental change and their drivers and 2) focus group discussions to identify consensus in the information gathered. Step 2 consist in the application of a household (n from 75 to 125) and individual survey (n from 125 to 175) using a standardized but locally adapted instrument. The survey includes information on 1) individual and household socio-demographic characteristics, 2) direct dependence on nature, 3) household’s vulnerability, and 4) individual perceptions of climate change impacts. Survey data are entered in a specifically designed database. Expected results This protocol allows the systematic documentation and analysis of the patterned distribution of local indicators of climate change impacts across climate types and livelihood activities. Data collected with this protocol helps fill important gaps on local climate change impacts research and can provide tangible outcomes for local people who will be able to better reflect on how climate change impacts them.

Unidad de excelencia María de Maeztu CEX2019-000940-M

Unidad de excelencia María de Maeztu MdM-2015-0552 Digital object identifier for the 'European Research Council' (http://dx.doi.org/10.13039/501100000781) ; Digital object identifier for 'Horizon 2020' (http://dx.doi.org/10.13039/501100007601) Bringing insights from Indigenous and local knowledge into climate change research requires addressing the transferability, integration, and scalability of this knowledge. Using a review of research on place-based observations of climate change impacts, we explore ways to address these challenges. Our search mostly captured scientist-led qualitative research, which - while facilitating place-based knowledge transferability to global research - did not include locally led efforts documenting climate change impacts. We classified and organized qualitative multi-site place-based information into a hierarchical system that fosters dialogue with global research, providing an enriched picture of climate change impacts on local social-ecological systems. A network coordinating the scalability of place-based research on climate change impacts is needed to bring Indigenous and local knowledge into global research and policy agendas.