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Based on aerial photographs and interviews applied to farmers and key stakeholders, we identified local, regional, national and international socio-economic and biophysical drivers that led to current livelihood diversification in several communities sharing the same watershed, and the extent and rate of land use change that has occurred over the past 40 years.
Using this information, we were able to describe more precisely the current livelihood security strategies for each group identified in the multivariate analysis.
We conducted an analysis of the current livelihood strategies for each of the three identified groups for the 16 families surveyed.
In addition to evaluating this broader set of physical factors, Ekstrom and her colleagues also analyzed the economic dependence of coastal communities on shellfish farming and their likely ability to adapt if ocean acidification threatens their current livelihood.
These policies were applied to livestock transhumant practitioners and tsamdro holders across the nation, but the intensity of negative implications is felt relatively differently by the tsamdro holders, depending on their current livelihood patterns.
These factors make it necessary to call for alternative lines of questioning and hypothesis generation about pastoralism and pastoralist's lives, particularly as we explore current livelihood practices and pastoral economics in our highly globalized world.
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There have been significant socio-economic and agricultural changes in this area over time which makes it necessary to assess current pastoral livelihood strategies.
These three current groups of livelihood security strategies are ephemeral, and over time, the pastoralists have to use several different strategies to cope with climatic shocks and familial events.
SURE enables simulations and calculation of the disparities that may arise between current and potential livelihoods after specific energy solutions have been installed, as well as measuring potential trade-offs among alternative livelihoods.
Here, we apply a maximum-utility-strategy to prioritize 14 traditional Ethiopian sheep breeds based on their threat status, contributions to farmer livelihoods (current breed merits) and contributions to genetic diversity.
The key independent measures used were program exposure and "vulnerability index", a composite index of literacy, factors of dependence (alternative livelihood options, current debt, and children), and aspects of sex work (mobility and duration in sex work).
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com