A comprehensive assessment model for livelihood vulnerability using fuzzy TOPSIS technique: A case of 2022 flood in Pakistan

A Khan, Z Gong, AA Shah, M Haq - International Journal of Disaster Risk …, 2024 - Elsevier
One of the most significant natural disasters that results in significant economic losses and
human misery is flooding. Flooding can threaten people's livelihoods because it damages …

Determinants of livelihood vulnerability to climate change among the agrarian community: Empirical evidence from the coastal region of Indian Sundarban Biosphere …

S Das - Regional Studies in Marine Science, 2024 - Elsevier
The impacts of climate change on the livelihood of agrarian households on the coast of the
Indian Sundaraban Biosphere Reserve have not been addressed. Thus, it is important to …

[HTML][HTML] Vulnerability of small-scale farming livelihoods under climate variability in a globally important archipelago of the Global South

C Oyarzo, S Kaulen, C Marchant, P Rodríguez… - Environmental and …, 2024 - Elsevier
In recent decades, the pace of change in social-ecological systems has accelerated. The
adverse effects of climate variability and extreme events put increasing pressure on rural …

[HTML][HTML] Prevalence and determinants of vulnerability among Sundarbans mangrove forest resource-dependent communities in cyclone-prone southwestern coastal …

MT Hossain, TA Shohel, MN Ahsan, MN Islam - Trees, Forests and People, 2025 - Elsevier
Vulnerability assessment is crucial for reducing the impact of natural disasters on
marginalized coastal communities. In Bangladesh, studies have addressed the vulnerability …

[HTML][HTML] Livelihood vulnerability of rural households to climate variability and change: An agroecological system-based approach in northwestern Ethiopia

T Belay, TM Lebeza - Heliyon, 2024 - cell.com
Ethiopia is widely acknowledged to be extremely vulnerable to climatic variability and
change. Its agricultural sector, which is particularly susceptible to risks associated with …

Climatic extremes' resilient livelihoods of rural households in the Eastern Ethiopia

DA Tofu, MM Mekuria, GS Ogato - Agriculture & Food Security, 2023 - Springer
Climate change is affirmed as a major challenge to global food security in the twenty-first
century and a threat to availability of adequate food for the population. This study was …

From developmentalism to the homegrown economy of Ethiopia: The narratives and the reality

YA Zikargie, L Cochrane - Heliyon, 2024 - cell.com
The political and economic narrative has shifted from developmentalism to the homegrown
economy in post-2018 Ethiopia, but maintains the hegemony of the developmental state …

[HTML][HTML] Livelihood Vulnerability from Drought among Smallholder Livestock Farmers in South Africa

YT Bahta, SA Nyaki - Hydrology, 2024 - mdpi.com
The impacts of drought and climate change on agriculture have become increasingly
apparent, and affect smallholder livestock farmers. Farmers' livelihoods rely on agriculture; …

Deep hybridnet for drought prediction based on large-scale climate indices and local meteorological conditions

W Wan, Y Zhou - Stochastic Environmental Research and Risk …, 2024 - Springer
Aiming to bridge the gaps identified in existing research, which lacks insights from the fusion
of deep learning methods and multi-source factors for drought prediction, and the …

Deep Learning-Enhanced Remote Sensing for Analysing Socio-Economic Impacts of Climate Change: An Interdisciplinary Perspective

S Thangamayan, M Ramu, A Sundaram - Remote Sensing in Earth …, 2024 - Springer
Climate change poses significant challenges across socio-economic and environmental
spectrums, necessitating advanced analytical tools to understand and mitigate its impacts …