Model: leavoigt/vulnerability_multilabel_v2
Author: leavoigt
Pipeline: text-classification
Library: setfit
Tags: setfit, safetensors, xlm-roberta, sentence-transformers, text-classification, generated_from_setfit_trainer, arxiv:2209.11055, base_model:sentence-transformers/paraphrase-multilingual-mpnet-base-v2, base_model:finetune:sentence-transformers/paraphrase-multilingual-mpnet-base-v2, region:us
Base models (finetune): id: sentence-transformers/paraphrase-multilingual-mpnet-base-v2
Card metadata: base_model: sentence-transformers/paraphrase-multilingual-mpnet-base-v2
library_name: setfit
metrics: accuracy
pipeline_tag: text-classification
tags: setfit, sentence-transformers, text-classification, generated_from_setfit_trainer
widget: Dominica is striving for multi-sectoral and multi-level adaptation across all segments of society, giving particular consideration to vulnerable groups - the poor, disabled, elderly and Kalinago community; as well as gender disparities. Recognising the threats posed by climate change, Dominica has over the last two decades, undertaken a number of initiatives to respond to this threat. The adaptation component has been revised to incorporate updated information on regional climate change projections and impacts on Caribbean SIDS., They live in geographical regions and ecosystems that are the most vulnerable to climate change. These include polar regions, humid tropical forests, high mountains, small islands, coastal regions, and arid and semi-arid lands, among others. The impacts of climate change in such regions have strong implications for the ecosystem-based livelihoods on which many indigenous peoples depend. Moreover, in some regions such as the Pacific, the very existence of many indigenous territories is under threat from rising sea levels that not only pose a grave threat to indigenous peoples’ livelihoods but also to their cultures and ways of life., Seek to increase urban resilience by developing master plans for rainwater drainage, improving and extending drainage infrastructure, and implementing flood management systems in vulnerable areas. Adaptive capacity of agro- silvo- pastoral production and promotion of blue economy., As the average annual precipitation across the country is expected to decline 2.6-3.4% by 2025 and 5.9-6.3% by 2050 this will result direct yield response. As described by PACE experiment59 on the Pastures and Climate Extremes using a factorial combination of elevated temperature (ambient +3°C) and winter/spring extreme drought (60% rainfall reduction) resulted in productivity declines of up to 73%. Functional group identity was not an important predictor of yield response to drought., Poor rural households in marginal territories that have a low productive potential and/or that are far from markets and infrastructure are highly vulnerable to climate-change impacts and could easily fall into poverty-environment traps 9. This means that communities that are already struggling economically and geographically isolated are at greater risk of experiencing the negative impacts of climate change on their agricultural livelihoods.
inference: no
Likes: 1 | All-time downloads: 170
Created: 2024-09-19 14:53:56