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公开 Alpha · 研究版
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泰国

芭堤雅-春武里

非常安全
较安全
谨慎
高风险
很高风险
极端风险
城市区域安全
正在加载区域证据…
芭堤雅-春武里: 71

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芭堤雅-春武里安全地图与旅行背景

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有来源的研究估算;本地覆盖不完整,部分维度沿用更广地理范围的基线。

城市研究估算为 71/100;模型尺度上分数越高越安全。 证据日期: · 置信度: D

地图覆盖什么?

研究估算:区域仅调整有当地证据的一个维度,其他维度沿用城市或国家基线。 空白处缺少区域证据,不代表安全。

11 个已映射区域 ·

下载图层与计算证据(GeoJSON)

边界数据: geoBoundaries / Royal Thai Survey Department / OCHA ROAP · Chonburi districts (geoBoundaries THA ADM2) (CC BY 3.0 IGO; https://data.humdata.org/dataset/cod-ab-tha)

选择住宿前

  1. 在地图找到住宿候选,确认该区域是否有证据。
  2. 阅读区域差异来自什么。城市分数和区域估算回答的问题不同。
  3. 另外核查最新当地提示与交通。这些估算不能评估某家酒店、某条街道或特定时段。

城市整体证据

人身暴力
78/100
财产与诈骗
58/100
交通与出行
52/100
医疗与救援
82/100
冲突与稳定
82/100
灾害与环境
68/100
基础设施响应
80/100

城市估算不能评估某条街道、某家酒店或特定时段。

来源与限制(原文)

Compare Chonburi districts around Pattaya, including local road-death rates and source-linked safety context.

Coverage is a district-level comparison of Chonburi province, where Pattaya lies (Pattaya City is inside Bang Lamung district). The 11 districts are administrative areas, not hotel neighbourhoods or Pattaya streets. Road deaths 2022-2025 (Buddhist Era 2565-2568, all 12 months each year) by district from the Chonburi provincial dashboard dataset (source: Chonburi Disaster Prevention and Mitigation Office annual reports). Yearly province totals vary (2022 695, 2023 1614, 2024 953, 2025 633), so definitions may differ between years; only relative district rates over the pooled four years are used. Denominator: WorldPop R2025A constrained 2024 population (100 m model estimate, includes non-registered residents) summed inside each district; four-year person-years. Rates per 100,000 per year are shrunk toward the province rate with a Gamma-Poisson prior of 10 deaths to damp small-number districts such as Ko Si Chang (1 death). Only mobility varies locally; the citywide estimate and other dimensions use Thailand national research priors. Tourist traffic exposure, crash location versus residence, and seasonal visitors are not separated. Sources: Chonburi Provincial Office GD Catalog dataset dashboard001, licence G0 Open Data Common (use, adaptation and commercial use allowed) https://gdhelppage.gdcatalog.go.th/p00_03_new7.html ; WorldPop (Bondarenko et al. 2025, DOI 10.5258/SOTON/WP00839), CC BY 4.0; Safrom computed rates and scores. No endorsement. District boundaries: geoBoundaries gbOpen THA ADM2 (Royal Thai Survey Department, OCHA ROAP; boundary year 2019), CC BY 3.0 IGO, generalized 20 m with less than 0.5% area change.

Coverage is a district-level comparison of Chonburi province, where Pattaya lies (Pattaya City is inside Bang Lamung district). The 11 districts are administrative areas, not hotel neighbourhoods or Pattaya streets. Road deaths 2022-2025 (Buddhist Era 2565-2568, all 12 months each year) by district from the Chonburi provincial dashboard dataset (source: Chonburi Disaster Prevention and Mitigation Office annual reports). Yearly province totals vary (2022 695, 2023 1614, 2024 953, 2025 633), so definitions may differ between years; only relative district rates over the pooled four years are used. Denominator: WorldPop R2025A constrained 2024 population (100 m model estimate, includes non-registered residents) summed inside each district; four-year person-years. Rates per 100,000 per year are shrunk toward the province rate with a Gamma-Poisson prior of 10 deaths to damp small-number districts such as Ko Si Chang (1 death). Only mobility varies locally; the citywide estimate and other dimensions use Thailand national research priors. Tourist traffic exposure, crash location versus residence, and seasonal visitors are not separated. Sources: Chonburi Provincial Office GD Catalog dataset dashboard001, licence G0 Open Data Common (use, adaptation and commercial use allowed) https://gdhelppage.gdcatalog.go.th/p00_03_new7.html ; WorldPop (Bondarenko et al. 2025, DOI 10.5258/SOTON/WP00839), CC BY 4.0; Safrom computed rates and scores. No endorsement. District boundaries: geoBoundaries gbOpen THA ADM2 (Royal Thai Survey Department, OCHA ROAP; boundary year 2019), CC BY 3.0 IGO, generalized 20 m with less than 0.5% area change.

Coverage is a district-level comparison of Chonburi province, where Pattaya lies (Pattaya City is inside Bang Lamung district). The 11 districts are administrative areas, not hotel neighbourhoods or Pattaya streets.

Road deaths 2022-2025 (Buddhist Era 2565-2568, all 12 months each year) by district from the Chonburi provincial dashboard dataset (source: Chonburi Disaster Prevention and Mitigation Office annual reports). Yearly province totals vary (2022 695, 2023 1614, 2024 953, 2025 633), so definitions may differ between years; only relative district rates over the pooled four years are used.

Denominator: WorldPop R2025A constrained 2024 population (100 m model estimate, includes non-registered residents) summed inside each district; four-year person-years. Rates per 100,000 per year are shrunk toward the province rate with a Gamma-Poisson prior of 10 deaths to damp small-number districts such as Ko Si Chang (1 death).

Only mobility varies locally; the citywide estimate and other dimensions use Thailand national research priors. Tourist traffic exposure, crash location versus residence, and seasonal visitors are not separated.

Sources: Chonburi Provincial Office GD Catalog dataset dashboard001, licence G0 Open Data Common (use, adaptation and commercial use allowed) https://gdhelppage.gdcatalog.go.th/p00_03_new7.html ; WorldPop (Bondarenko et al. 2025, DOI 10.5258/SOTON/WP00839), CC BY 4.0; Safrom computed rates and scores. No endorsement.

District boundaries: geoBoundaries gbOpen THA ADM2 (Royal Thai Survey Department, OCHA ROAP; boundary year 2019), CC BY 3.0 IGO, generalized 20 m with less than 0.5% area change.

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