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Record W2990073516 · doi:10.5539/eer.v9n2p61

Mitigation and Compensation of CO2 Emissions Due to International Tourism in the Island of Crete, Greece

2019· article· en· W2990073516 on OpenAlex
John Vourdoubas

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

venuePublished in a venue whose home country is Canada.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueEnergy and Environment Research · 2019
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicClimate Change Policy and Economics
Canadian institutionsnot available
Fundersnot available
KeywordsTourismCarbon footprintGreenhouse gasAccommodationBusinessNatural resource economicsCarbon fibersCarbon offsetGross domestic productCompensation (psychology)Environmental protectionEnvironmental scienceGeographyEconomic growthEconomics

Abstract

fetched live from OpenAlex

The purpose of the current study is to examine the possibilities of mitigating the carbon footprint of the tourism industry in Crete, Greece, to estimate its carbon intensity and additionally the cost of eliminating all tourism-related carbon emissions with compensation credits in the island. Various mitigation options in different sectors of the tourism industry in Crete, including transport to the destination, accommodation, catering and various tourist activities at the destination, have been proposed. Mitigation of carbon emissions in accommodation is easier, due to the presence of appropriate technologies, than in other tourism sectors. Various carbon offsetting schemes including the use of carbon compensation credits and forest restoration have also been investigated. Based on existing research regarding annual CO2 emissions due to the tourism industry in Crete, the area of new forest plantations required for offsetting all tourism-related carbon emissions in Crete has been calculated at 114 031 ha. The carbon intensity of the tourism industry in Crete has been estimated at 0.562 kgCO2/€ which is in the same range of values reported for other EU countries. The annual cost of eliminating all tourism-related CO2 emissions in Crete has been estimated at €20,525,580 which corresponds to 0.51% of the annual gross domestic product in the island attributed to tourism.

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.

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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.442
Threshold uncertainty score0.317

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
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 head0.071
GPT teacher head0.280
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