Evidence map›Paper›PMID 37870647›Full record

ArticleTropical animal health and production2023

Spatial variation in livelihood security among livestock-based agricultural farming systems in climatically vulnerable Indian Sundarbans.

Asif Mohammad, Sheikh Mohammad Feroze, Tapas Kumar Dutta, Champak Bhakat, Anupam Chatterjee

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Article in Tropical animal health and production, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Asif MohammadICAR-National Dairy Research Institute, ERS, Kalyani, India. mail.asif.m@gmail.com.ORCID http://orcid.org/0000-0002-6321-882X
Sheikh Mohammad FerozeCollege of Agriculture, Central Agricultural University, Imphal, India.ORCID http://orcid.org/0000-0002-2425-9530
Tapas Kumar DuttaICAR-National Dairy Research Institute, ERS, Kalyani, India.ORCID http://orcid.org/0000-0002-5445-074X
Champak BhakatICAR-National Dairy Research Institute, ERS, Kalyani, India.ORCID http://orcid.org/0000-0001-8213-363X
Anupam ChatterjeeICAR-National Dairy Research Institute, ERS, Kalyani, India.ORCID http://orcid.org/0000-0003-2122-8912

Funding

Indian Council of Social Science Research P 378
6 · The paper itself

Abstract

Farm households in the UNESCO World Heritage site Sundarbans face serious problems, including increased soil salinity, frequent extreme weather events, seawater intrusion and flood damage, all of which cause distress to the livelihoods of the farm families. Policymakers commonly acknowledge livestock as a crucial resource for mitigating economic losses caused by crop failures due to extreme weather events. Despite Sundarbans' vulnerability to extreme weather events, smallholder farmers' livelihoods vary across the region. Identifying spatial livelihood variations aids in targeted strategies to address climate extremes. We chose the highest cow- and buffalo-populated blocks among the 19 blocks in the Sundarbans to assess variations in livelihood dimensions, including nutritional, economic, social and infrastructural security. We used dummy variable regression models to examine the differences in livelihood security dimensions among households living in different locations. The study found that Namkhana had the highest livelihood security score among the blocks studied, while Gosaba had the lowest score because it's in a remote area with limited infrastructure. The study found a significant difference in the overall livelihood security score among the blocks we examined, indicating the need for a location-specific, cluster-based approach for the overall development of the Sundarbans. The study can shape a policy framework for socio-economic development in the Indian Sundarbans through its findings on location-specific livelihood security. For securing smallholder farmers' livelihoods in the vulnerable Sundarbans region, policymakers must give priority to improving infrastructure, viz., roads, marketing facilities and animal healthcare centers.

Indexed as

AgricultureLivestockAnimalsCattleClimateFarmersFarmsFemaleHumansAgricultural enterpriseEconomic securityInfrastructural securityLivelihood securityNutritional securitySocial securitySpatial variation

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.