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Record W1513426750

Indigenous Knowledge of Water Management, Biodiversity Conservation and Local Development in Rural India: A Case Study of the Thanagazi Region (Rajasthan, India)

2011· article· en· W1513426750 on OpenAlexaff
Maria Costanza Torri, Thora Martina Herrmann

Bibliographic record

Venuenot available
Typearticle
Languageen
FieldSocial Sciences
TopicWater Governance and Infrastructure
Canadian institutionsUniversité de Montréal
Fundersnot available
KeywordsTraditional knowledgeIndigenousIrrigationLocal communityAgricultureWater conservationGeographySustainable developmentEnvironmental planningAgroforestryBiodiversityIrrigation managementEnvironmental resource managementEquity (law)SustainabilityWater resource managementEcologyPolitical scienceEconomicsEnvironmental science
DOInot available

Abstract

fetched live from OpenAlex

Traditional irrigation, as part of the ancient agricultural practices in India has persisted for long time since the past. The main objective of this paper is thus to investigate the peculiarities pertinent to traditional irrigation management in Rajasthan, India. The experience gained from such areas can definitely help make irrigation management system of new irrigation schemes sustainable. Based on the study case of Thanagazi region, Rajasthan, the article seeks to demostrate that this form of traditional knowledge has been determinant in enhancing the conservation of the local ecosystem and also the development of rural communities dwelling in that area. The article develops this understandig through the examination of the johads and their impact on local communities. It shows how this traditional water harvesting tradition fits into the local ecological, socio-economic and cultural system present in the Thanagazi region. The main peculiarities that contributed to the persistence of traditional irrigation system are also identified, and they are: the presence of a system which is easily mastered by the local members of communities, the presence of communally constructed local rules, locally designed hydraulic control structures, ownership feeling of the irrigators and equity in water distributions, the culture for mobilizing communal resources and the culture of self-initiating local water management strategies. Lessons on the role of traditional water harvesting system and their role in promoting conservation and sustainable development are finally drawn.

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)0.000
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 score0.159
Threshold uncertainty score0.981

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.030
GPT teacher head0.238
Teacher spread0.209 · 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

Citations0
Published2011
Admission routes1
Has abstractyes

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