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Die Global Risks Index

NXS-GRX-THA · South-eastern Asia · Regions

Loei Province

First-level unit, Thailand: people, area, the units inside and neighbours, with risk values when released.

Map All 77 first-level units
Page GRX-THA-REdition Baseline Edition 2026Evidence close 2026-09-30ISO THA / THStatus UN member stateValues not yet publishedMethod v1.0.0-draft
598,188
people (GHSL 2025)
10,478 km²
area
0.8%
of Thailand
14
units inside

01Kaart

Inside Loei Province

The 14 ADM2 units of Loei Province.

FIG 1 · 14 units inside Loei Province
Loading the map

Units rise with people per km² · GHSL 2025 raster · terrain · ADM1 ADM2Risk values when released
Lowest fifthLow fifthMiddle fifthHigh fifthHighest fifthNo data
Column height and colour show people per km² by unit, in quantile fifths among the units shown (the key on the map gives the breaks); units with no people on the grid are grey, not the lowest class; the raster beneath is the GHSL 2025 population grid. Source observations, not index values. Choose a humanitarian figure from the list to colour and raise the units by it; each figure shows its source on the unit page. Select a unit to drill into the units inside it; the path above the map climbs back.
02Figures

People, area and density

Source observations from open grids summed inside the boundary; not index values.

Mense · GHSL 2025

598,188

0.8% of Thailand.

Mense · WorldPop 2025

376,983

-37% against GHSL; the two grids differ in method.

Area

10,478 km²

57 people per km².

Code

TH-42

Subdivision code as carried by the boundary source.

03Humanitarian data

Loei Province in humanitarian data

Source observations from the Humanitarian Data Exchange, matched to this unit by name, each with its reference date, provider and licence. They are not index values.

Population · 2023-12-31

409,972

people. UNFPA · Creative Commons Attribution for Intergovernmental Organisations (CC BY-IGO).

Rainfall · 2026-10-10

68%

of the long-term average, latest dekad. WFP – World Food Programme · Creative Commons Attribution International (CC BY).

04Units

14 units inside Loei Province

Each unit has its own page.

Boundary licences: Open Data Commons Open Database License 1.0 · Creative Commons Attribution 3.0 Intergovernmental Organisations (CC BY 3.0 IGO)

Unit Code People (GHSL) People (WorldPop) Area km² Per km² Share Coast ≤ 10 m
Chiang Khan – 100,373 37,569 848.43 118 16.5% 0
Dan Sai – 33,408 34,102 1,373.33 24 5.5% 0
Erawan – 25,159 15,475 336.59 75 4.1% 0
Mueang Loei – 183,102 97,371 1,277.82 143 30.2% 0
Na Duang – 42,544 13,682 580.71 73 7% 0
Na Haeo – 6,538 7,368 627.43 10 1.1% 0
Nong Hin – 16,904 15,531 316.1 53 2.8% 0
Pak Chom – 30,674 15,516 976.06 31 5.1% 0
Pha Khao – 26,131 18,430 406.43 64 4.3% 0
Phu Kradueng – 21,283 9,842 771.22 28 3.5% 0
Phu Luang – 13,661 16,056 560.94 24 2.3% 0
Phu Ruea – 11,901 13,052 679.53 18 2% 0
Tha Li – 23,578 23,427 675.46 35 3.9% 0
Wang Saphung – 71,429 64,609 1,108.18 64 11.8% 0
05Exposure

Open exposure layers

Count of H3 resolution-3 cells whose centre falls in the unit and that carry each Natural Earth layer.

Urban areas
None at this resolution
Hawens
None at this resolution
Lughawens
None at this resolution
Major roads
581.7 H3 cells
Spoorweë
None at this resolution
Rivers and lakes
109 H3 cells
06Risiko

Risk values

Values when released. Subnational risk values for Loei Province publish with the edition from The Global Risks Index. Until then, run a scenario on open data for Thailand.
Run a scenario Hazards Domain indices
07Neighbours

Neighbouring units

08Bronne

Sources, credits and licences

ADM1 boundaries
geoBoundaries (William & Mary geoLab), gbOpen THA ADM1, source: OpenStreetMap, Wambacher © OpenStreetMap contributors, licence: Open Data Commons Open Database License 1.0 (share-alike: this boundary layer is offered under the same licence) · source · represents 2017. Offered under the same licence (Open Data Commons Open Database License 1.0), kept as its own layer and not merged into other data.
ADM2 boundaries
geoBoundaries (William & Mary geoLab), gbOpen THA ADM2, source: Royal Thai Survey Department, OCHA ROAP, licence: Creative Commons Attribution 3.0 Intergovernmental Organisations (CC BY 3.0 IGO) · source · represents 2019
Basemap
OpenFreeMap © OpenMapTiles (CC BY 4.0) · data © OpenStreetMap contributors (ODbL 1.0). Vector tiles requested by the reader’s browser, unmodified; the map falls back to plain land and sea when the host does not answer.
Terrain
Terrain Tiles (Mapzen, AWS Open Data), compiled from SRTM and other public elevation sources (NASA, USGS, ETOPO1, GMTED, EU-DEM under the Copernicus programme, Geoscience Australia, Kartverket, INEGI, LINZ, data.gov.uk). Display relief, not survey data.
People
GHSL 2025 population grid, European Commission Joint Research Centre (CC BY 4.0), shown at 0.05° and summed per unit; WorldPop 2025 (CC BY 4.0) as a second estimate. Units smaller than a grid cell take the density of the cell under them.
Lande
Natural Earth (public domain).
Elevation
GEBCO Compilation Group (2024) GEBCO 2024 Grid (public domain), reduced to 0.05°: the share of each cell’s land at or below 10 m, weighted by GHSL 2025 people for the low coastal zone.
Position
Boundaries are shown for location only and take no position on any boundary, name or status.

Status

The methodology, structure and definitions of The Global Risks Index are a preparatory working draft (2026), circulated for review and comment and not for implementation. No value appears until an edition is released from a governed evidence cut; values then carry intervals, classes, sources and their correction pathway. Simulators run the published methods on numbers you choose and never show a NXS-GRX value.

A country profile reads public evidence about a place. It is not a statement by or about the policy of any government, takes no position on the status of any territory, and does not imply a national programme or participation. Names follow UN M49.

Wat NXS-GRX nie is nie

NXS-GRX is navorsings- en risiko-analise-inligting. Dit is nie 'n krediet- of ESG-gradering nie en gebruik geen graderingskaal nie, nie 'n maatstaf vir finansiële instrumente nie, nie amptelike statistiek nie, nie 'n noodwaarskuwing of amptelike klassifikasie nie, en nie advies nie. Dit mag nie gebruik word om natuurlike persone te evalueer nie. Risikoklasse is bande op 'n gepubliseerde skaal, nooit ranglyste van lande of mense nie.

Pulse-seine en vooruitskouwaarskynlikhede is inligting vir hersiening deur bevoegde owerhede, nooit openbare waarskuwings nie; amptelike waarskuwings kom slegs van gemandateerde owerhede.

Instellings en bronne

The Nexus Consortium is stewarded by three independent not-for-profit institutions: The Global Centre for Risk and Innovation (GCRI), through GCRI US in Washington, DC and GCRI Canada in Ontario, with GCRI Canada as Lead Institution, Consortium Secretariat and lead contracting organisation; The Global Risks Forum (GRF); and The Global Risks Alliance (GRA). Technology, infrastructure and service providers work with the Consortium at arm’s length under written agreements, like every other external party in the public-private-planet model, and hold no role in its stewardship.

Every value carries the attribution of its sources, which keep their own licences. External names are cited for interoperability only. Nexus-authored text is intended for CC BY 4.0 on release.

Avis en français

La méthodologie et les définitions du NXS-GRX sont un projet de travail préparatoire (2026). Le NXS-GRX est une information de recherche et d’analyse des risques : ni notation, ni indice de référence financier, ni statistique officielle, ni alerte, ni conseil. Les classes de risque sont des bandes sur une échelle publiée, non des classements.