MétaCan
Menu
Back to cohort
Record W2977272649

Sustainability of agro-pastoralist systems undergoing global changes as reflected by farmers' perception and value chain analysis: a Lebanese case-study

2019· preprint· en· W2977272649 on OpenAlexaboutno aff
Mabelle Chedid

Bibliographic record

VenueAgritrop (Cirad) · 2019
Typepreprint
Languageen
FieldAgricultural and Biological Sciences
TopicAgriculture and Rural Development Research
Canadian institutionsnot available
FundersCentre National de la Recherche Scientifique
KeywordsPastoralismSustainabilityGeographyLivelihoodAgricultureRangelandOvergrazingContext (archaeology)Natural resource economicsAgroforestryEnvironmental planningEnvironmental resource managementLivestockEconomicsGrazingEcologyForestry
DOInot available

Abstract

fetched live from OpenAlex

Global change is a complex process encompassing environmental, climatic, social, economic, cultural and political changes. It has always affected agro-pastoral systems worldwide and compromised their sustainability resulting in tremendous changes of the pastoral systems including a decline in rangeland resources and the number of herds, sedentarism trends, diversification of livelihoods and even abandon of farming activities.Based on the hypothesis that agro-pastoralists in contrasted areas of the world face similar challenges and share same concerns but their adaptive strategies are affected by their local context which either enhances or weakens their sustainability, this research project aims at assessing the sustainability of agro-pastoral systems in Lebanon which are undergoing global forces of changes.First, the challenges affecting the sustainability of agro-pastoral systems in Lebanon have been identified through a review of the literature on pasture and land use in Lebanon. Six main challenges have been identified: i) Lack of policies and laws related to pastoralism and land tenure; ii) Urbanization and rural migration; iii) Encroachment by agriculture; iv) Deforestation and overgrazing; v) Lack of technical skills and data for range management; and vi) Climate variability.Second, the perception of change of small ruminant farmers in the West Bekaa of Lebanon has been assessed and their adaptation strategies identified. The constraints perceived by the farmers varied based on the production system they belonged to and were mainly related to pasture access and quality, market and political uncertainties, climate variability, on-farm socio-economic conditions and animal health. In the absence of government support, farmers from all systems developed short-term adaptive strategies involving more time spent on pastures, more feed supplementation and a decrease in herd size. Moreover, herd movement was limited to the pastures around the villages hence evincing the shift to sedentarism.Thirdly, the sustainability of agro-pastoral systems in the West Bekaa and Chouf was evaluated through the analysis of the value chain of the traditional cheese “kishk” typically prepared with goat milk. Kishk production has been maintained by rural women and kishk proved to be a resilient product despite the changes in wheat varieties and fluctuations in the source and quantity of milk. Small ruminant systems were found to be more resilient than wheat production systems.Fourthly, the dairy bovine systems in the West Bekaa and Chouf-Aley were identified using a system typology, in an attempt to present them as a model for intensification for some agro-pastoralists particularly in feed optimization, use of appropriate technologies, diversification of activities and market access. The dairy bovine system provided an insight for the intensification of the small ruminant sector in Lebanon for those who can afford it.At last, a comparative analysis was done between the Lebanese case-study and seven short movies filmed in contrasted areas of rangelands (Tibetan Plateau, Canadian Great Prairie, Egyptian Bedouin area, Senegalese Sahel, Uruguayan Pampa, Brazilian Serra Gaucha and French Provence). The gaps and challenges reported in the seven movies were found comparable to those identified in Lebanon specifically in regard to climate variability and the need for specific policies that regulate the use of rangelands and valorize their diversity.Agro-pastoralists in Lebanon and around the world are facing similar forces of change namely climate variability, inadequacy of rangeland policies and the uncertain future of youth. The implementation of specific rangeland policies integrating the perception of agro-pastoralists ensures the efficiency of these policies and the sustainability of traditional pastoral systems.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.123
Threshold uncertainty score0.939

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.018
GPT teacher head0.282
Teacher spread0.265 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations1
Published2019
Admission routes1
Has abstractyes

Explore more

Same venueAgritrop (Cirad)Same topicAgriculture and Rural Development ResearchFrench-language works237,207