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Identifying Carbon Emission Hotspots and Low-Carbon Pathways in Tourism Supply Chains: Evidence from Northeastern Thailand

タイ北東部の観光サプライチェーンにおける炭素排出ホットスポットと低炭素経路の特定 (AI 翻訳)

Sutinee Somabutr

Sustainability📚 査読済 / ジャーナル2026-08-06#サプライチェーン対象セクター: tourism
DOI: 10.3390/su18158015
原典: https://doi.org/10.3390/su18158015

🤖 gxceed AI 要約

日本語

タイ北東部(イサーン)の7県の観光サプライチェーンを対象に、需要側と供給側の混合手法で炭素ホットスポットと低炭素経路を探った。訪問者調査と事業者インタビューから、交通依存(自家用車80〜100%)と宿泊エネルギーが主要因と認識され、移動の調整、宿泊の省エネ、地元調達強化など5つの低炭素経路を提案。ただし排出量は実測でなく認識に基づく。

English

This study examines carbon hotspots and low-carbon pathways in tourism supply chains in seven provinces of Northeastern Thailand using a mixed-methods design. Visitor surveys and operator interviews reveal perceived hotspots in transport (80-100% private car arrivals) and accommodation energy, leading to five proposed pathways: coordinated mobility, accommodation energy efficiency, local procurement, carrying capacity and waste management, and multi-stakeholder governance. However, emissions are based on perceptions, not measured data.

Unofficial AI-generated summary based on the public title and abstract. Not an official translation.

📝 gxceed 編集解説 — Why this matters

日本のGX文脈において

日本では観光分野の脱炭素は地域振興と連動して注目されるが、本稿はタイの地方部の事例であり、日本の制度(SSBJ等)への直接的な示唆は限定的。ただし、観光サプライチェーンの排出構造を認識ベースで可視化する手法は、日本の地域観光の脱炭素計画立案に参考になり得る。

In the global GX context

Globally, tourism decarbonization is gaining attention, but destination-level supply-chain evidence from developing regions is scarce. This paper provides a stakeholder-perception-based approach to identifying carbon hotspots and low-carbon pathways, complementing quantitative accounting methods. It highlights the need for integrating measured emissions data with stakeholder insights to inform effective policy.

👥 読者別の含意

🔬研究者:Provides a qualitative framework for tourism supply chain decarbonization in developing regions, highlighting perception gaps.

🏢実務担当者:Offers practical low-carbon pathways for tourism operators, such as mobility coordination and energy efficiency.

🏛政策担当者:Suggests multi-stakeholder governance and carrying capacity management for regional tourism decarbonization.

📄 Abstract(原文)

Tourism is carbon-intensive, with transport and mobility driving much of its greenhouse-gas emissions, yet destination-level evidence on carbon hotspots and decarbonization from a supply-chain perspective remains scarce, especially in developing regions. This study examines low-carbon tourism supply chain management in seven purposively selected provinces of Northeastern Thailand (Isan) using a qualitative-dominant convergent mixed-methods design that integrates demand- and supply-side evidence. A visitor survey yielded 74 open-ended responses (60 complete questionnaires), alongside seven semi-structured key-informant interviews with tourism supply chain operators across the seven provinces. Quantitative data were analyzed with descriptive statistics, and qualitative data with thematic analysis using qualitative data analysis software, drawing on code-frequency and co-occurrence analysis; the two strands were triangulated in joint displays. Visitors reported moderate satisfaction (grand mean 3.91 on a five-point scale) but rated environmental management and safety lowest, engaging with sustainability through visible service cues rather than emissions. Key informants identified perceived carbon hotspots, carrying capacity, and seasonality as dominant concerns, attributing the destination’s footprint chiefly to transport dependence (informant-reported estimates ranging from approximately 80% to nearly 100% private-car arrivals, amid limited public transport) and accommodation energy; these hotspots reflect stakeholder perceptions rather than measured emissions, as no carbon accounting, environmentally extended input–output analysis, or life-cycle assessment was conducted. Integration revealed a demand–supply perception gap and five proposed, interdependent low-carbon pathways: coordinated mobility, accommodation energy efficiency, strengthened local procurement, carrying-capacity and waste management, and multi-stakeholder governance. The findings offer a developing-region, supply-chain-oriented basis for future tourism decarbonization research and practice.

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