Sources

Trace every production layer to its source.

Official providers, acquisition endpoints, access dates, licences, attribution requirements and known limitations are derived from the same release metadata used by the Data Catalog.

For exact project-document excerpts and dataset-version citations, open the evidence browser.

Atlas-derived analysis is listed separately from originating evidence. A derived product does not become an independent external source simply because it has its own release artifact.

Periodically updated conditions: contract fixtures

Feature 42 contains original Atlas test cases under MIT, with no source readings or geographic locations. Fixed timestamps and workflow states are synthetic; they do not report current conditions. Inspect the checksum-verified cases and their validation method.

Feature 42 acquires no sources. Feature 43 adds manual USGS/NOAA acquisition. DHM is reference-only, and BIPAD/NDRRMA ingestion remains excluded from the public build. OpenAQ, Open-Meteo and IMERG remain disabled pending separate reviews. The fixture licence grants no rights to upstream datasets.

Official warning authorities: DHM · NDRRMA · BIPAD.

USGS and NOAA live sources

USGS preferred USGS-network earthquake summaries: public-domain guidance. NOAA/NCEP GFS 0.25° APCP: NWS data terms. Every imported snapshot has an exact-byte licence review, source hash, request and processing version. No warning or third-party contributor licence is inferred.

Administrative boundaries

Nepal COD-AB v02 — Survey Department of Nepal and UN Resident Coordinator's Office; quality-assured by OCHA/HDX

Source link
Official/acquisition source
Access dates
2026-09-07T00:00:00Z
Licence
Creative Commons Attribution 3.0 IGO (CC BY 3.0 IGO)
Attribution
Survey Department of Nepal; UN Resident Coordinator's Office in Nepal; OCHA Field Information Services; HDX

Used by

Known source/product limitations
  • Boundaries are COD-AB v02, created by the source in 2024 and reviewed by OCHA/HDX in 2025; later legal or cartographic changes may not be represented.
  • Level 3 contains 753 local-government units plus 22 protected or special-area pieces encoded by the source; the interface distinguishes these categories.
  • Ward boundaries are not included in this source release.
  • English names are supplied; alternate-name fields are currently empty in the source.
  • Selected district display names follow the public reference list (https://en.wikipedia.org/wiki/List_of_districts_of_Nepal); original COD-AB spellings remain in aliases.
  • Web geometry is topology-preserving display simplification and must not be used for cadastral, legal, distance, area, exposure, or aggregation calculations.
  • International-boundary representation follows this source and does not resolve disputed boundary claims.

Terrain

Copernicus DEM GLO-90, 2021 release; AWS COG distribution

Source link
Official/acquisition source
Access dates
2026-09-07T08:51:37.459041Z
Licence
Copernicus WorldDEM-90 free and open licence
Attribution
produced using Copernicus WorldDEM™-90 © DLR e.V. 2010-2014 and © Airbus Defence and Space GmbH 2014-2018 provided under COPERNICUS by the European Union and ESA; all rights reserved

Used by

Known source/product limitations
  • Digital surface model includes vegetation and buildings; not a bare-earth DTM.
  • Web pixels are about 270 m at 28° N at zoom 9 and coarser at overview zooms; zooming further adds no detail.
  • 0.1 m encoding increments do not imply 0.1 m measurement accuracy. Steep summits are smoothed.
  • Regional plausibility checks are not independent survey validation. No local accuracy estimate is available.
  • No hydrological conditioning, slope/aspect analysis, hazard classification or forecast is supplied.
  • The organisations in charge of the Copernicus programme by law or by delegation do not incur any liability for any use of the Copernicus WorldDEM™-90

Mapzen Terrain Tiles; pinned acquisition snapshot

Source link
Official/acquisition source
Access dates
2026-09-07T13:05:25.280320Z
Licence
Source-specific open-data terms; see attribution and source inventory
Attribution
Mapzen terrain; USGS SRTM/GMTED2010; NOAA ETOPO1; additional source notices in the terrain context licence.

Used by

Known source/product limitations
  • Overview only; source resolution and vertical references vary. Not used for elevation inspection or analysis.
  • Context pixels are roughly 4.3 km at 28 degrees north at zoom 5; larger zooms interpolate the same data.
  • Negative source heights are shown at sea level for visualization. This is not bathymetry.
  • Context heights are not datum-normalized to the separate Copernicus analysis dataset.

Mountains and peaks

GeoNames Nepal country dump snapshot 2026-09-07

Source link
Official/acquisition source
Access dates
2026-09-07T00:00:00Z
Licence
Creative Commons Attribution 4.0 International (CC BY 4.0)
Attribution
GeoNames geographical database (geonames.org)

Used by

Known source/product limitations
  • GeoNames is a gazetteer, not a definitive mountaineering or geodetic peak inventory; completeness and naming vary by contributor and source.
  • A GeoNames country assignment does not resolve international boundary disputes or imply that a transboundary summit belongs exclusively to Nepal.
  • Only PK and MT feature codes are published here; mountain ranges (MTS) are intentionally excluded from the peak catalogue.
  • Elevation is shown only when the GeoNames elevation field is populated. The DEM fallback field is not substituted for a missing summit elevation.
  • GeoNames does not publish a per-record positional or elevation uncertainty, so source coordinate/elevation uncertainty remains unknown.

Rivers and hydrology

FAO AQUASTAT Rivers (Global - edition 2026), derived from HydroRIVERS

Source link
Official/acquisition source
Access dates
2026-09-07T00:00:00Z
Licence
Creative Commons Attribution 4.0 International (CC BY 4.0)
Attribution
FAO AQUASTAT; HydroRIVERS / HydroSHEDS; WWF-US; McGill University

Used by

Known source/product limitations
  • The network is derived from HydroRIVERS/HydroSHEDS terrain-based hydrography; displayed lines are mapped/modelled river reaches, not a guarantee of present-day wetted channels.
  • HydroRIVERS includes rivers meeting its catchment-area or average-flow thresholds, so smaller channels are absent.
  • The FAO edition provides no river-name field for these reaches; the atlas therefore shows UNKNOWN for river name and uses HYRIV_ID as the stable identifier.
  • Average discharge and flow-regime attributes are source dataset descriptors and are not live gauge observations.
  • Reaches are selected by intersection with Nepal and are not clipped, preserving source geometry and downstream continuity at national boundaries where available.

GeoNames Nepal country dump, retrieved 2026-09-22

Source link
Official/acquisition source
Access dates
2026-09-22T19:15:00Z
Licence
Creative Commons Attribution 4.0 International (CC BY 4.0)
Attribution
GeoNames geographical database (geonames.org)

Used by

Known source/product limitations
  • Gazetteer points identify named locations, not river geometry or a verified HYRIV reach identity.
  • Names and transliterations are preserved from GeoNames; coverage is incomplete and not an official exhaustive river register.
  • A point may represent a mouth or another reference location. Nearby streams must not inherit its name.
  • STM and STMI source classifications are not current flow measurements.

Glaciers

Randolph Glacier Inventory (RGI) 7.0 glacier product, regions 14 and 15

Source link
Official/acquisition source
Access dates
2026-09-07T00:00:00Z
Licence
Creative Commons Attribution 4.0 International (CC BY 4.0)
Attribution
RGI 7.0 Consortium (2023); GLIMS contributors

Used by

Known source/product limitations
  • RGI 7.0 is a dated inventory targeting approximately the year 2000; individual source outline dates in Nepal vary and are shown per glacier.
  • Glacier outlines are inventory observations derived from remote-sensing source material and do not represent the current glacier margin in 2026.
  • The GLIMS WFS display export rounds/reprojects coordinates; invalid presentation geometries are explicitly repaired and simplified. Source RGI area is retained as the measurement and display polygons must not be used to recompute area.
  • Most RGI glacier records in this region have no published glacier name; the atlas shows UNKNOWN rather than inventing a name.
  • RGI/GLIMS coverage and outline uncertainty varies with source imagery, mapping method and acquisition date.

Glacial lakes

Glacial Lake Observatory (GLO) Sentinel-2 unique lakes v1.02

Source link
Official/acquisition source
Access dates
2026-09-07T00:00:00Z
Licence
Creative Commons Attribution 4.0 International (CC BY 4.0)
Attribution
Rawlins, Watson, Bhambri, Khadka & Chand; Glacial Lake Observatory / GLO-FHICC

Used by

Known source/product limitations
  • The browser layer uses published EPSG:4326 unique-lake centroids, not the equal-area lake polygons. The polygon dataset is used only for its source area/perimeter attributes in this release.
  • AREA_DISSOLVED is the dissolved maximum mapped extent across the 2017–2024 unique-lake record and must not be interpreted as a lake area measured on 2026-09-07.
  • Snow, icebergs, seasonal freezing, observation timing, water-level variability and mosaicking can affect classification and mapped area.
  • Connectivity is the source GLO glacier-fed/non-glacier-fed classification. It does not identify a specific RGI glacier and must not be converted into glacier-lake causality.
  • No GLO record is labelled dangerous or safe by this atlas. Expansion statistics describe mapped change and are not a GLOF hazard assessment or forecast.
  • The source does not publish lake names in this layer; names remain UNKNOWN rather than being inferred from nearby features.

Satellite and water imagery

Copernicus Sentinel-2 Collection 1 L2A via Element 84 Earth Search

Source link
Official/acquisition source
Access dates
2026-09-08T07:32:00Z
Licence
Copernicus Sentinel Data Legal Notice
Attribution
Contains modified Copernicus Sentinel data (2024, 2025, 2026).

Used by

Known source/product limitations
  • Phewa Lake observation window only; not Nepal-wide water coverage.
  • Mapped open-water candidates require NDWI > 0.05 and SCL water. Land requires NDWI < -0.05 and non-water SCL. All other pixels are UNKNOWN.
  • Cloud, shadow, snow, defective, unclassified and NoData pixels plus a 20 m buffer are excluded. SCL and index errors can remain.
  • Minimum mapped water patch is 9 eight-connected 20 m cells (0.0036 km²). Narrow rivers and small ponds may be absent.
  • April observations differ in day, year, sensor and conditions. Gain/loss is a classification difference, not a causal claim, flood footprint, trend or forecast.
  • Only pixels valid on both dates contribute. Area is partial mapped area, not total lake area; comparisons below 80% jointly valid coverage of either the full window or the union of mapped water are unavailable.
  • No independent ground-truth accuracy estimate or confidence interval is available.

Copernicus Sentinel-2 Collection-1 L2A via Element 84 Earth Search public COGs

Source link
Official/acquisition source
Access dates
2026-09-08T06:40:52Z
Licence
Copernicus Sentinel Data Legal Notice — free, full and open use; modified-data attribution required
Attribution
Contains modified Copernicus Sentinel data 2026; public COG distribution by Element 84/AWS

Used by

Known source/product limitations
  • The three previews are separate observation windows and must not be interpreted as seamless Nepal-wide imagery.
  • Scene-level and SCL cloud percentages do not guarantee every visible pixel is cloud-free; clouds and shadows remain visible.
  • Snow/ice is not water or land change. No change detection is performed.
  • The 768 px web previews are visualization derivatives and do not retain 10 m analytical resolution.
  • Acquisition dates differ between windows, so cross-window visual differences are not temporal change evidence.

Population for public exposure (HRSL)

Meta and CIESIN High Resolution Settlement Layer (HRSL) v1.5 general population via AWS Open Data

Source link
Official/acquisition source
Access dates
2026-10-07T16:23:00Z
Licence
CC BY 4.0
Attribution
Meta and Center for International Earth Science Information Network (CIESIN), Columbia University. 2022. High Resolution Settlement Layer (HRSL), v1.5. Source imagery © 2016 Maxar. Licensed CC BY 4.0.

Used by

Known source/product limitations
  • HRSL is a modelled allocation of CIESIN census-based counts to building-detected cells, not a census or a count observed in each cell.
  • The census reference year and HRSL model vintage are not stated per cell; the population year is UNKNOWN beyond the v1.5 release date.
  • Inside Nepal, cells without detected buildings contribute zero people by method; missed buildings shift people to other cells.
  • Cells outside the Nepal boundary are UNKNOWN, so transboundary corridors report unknown area rather than zero people.
  • Border cells include only the Nepal portion of each source 1 arc-second cell centre test.
  • Seasonal mobility, displacement and tourists are not represented. Counts are not vulnerability or loss.
  • The 30 arc-second browser grid is a sum-preserving aggregation for scenario screening; offline exposure uses the 3 arc-second raster.

Flood and GLOF corridor scenarios

Himalayan Disaster Atlas derived product (HydroRIVERS path, GLO lakes, HRSL population, OSM assets)

Source link
Official/acquisition source
Access dates
2026-10-07T16:48:47Z
Licence
ODbL 1.0 for OSM-derived asset counts; CC BY 4.0 inputs credited
Attribution
Derived from FAO Rivers 2026/HydroRIVERS (CC BY 4.0), Glacial Lake Observatory v1.02, GeoNames (CC BY 4.0), Meta/CIESIN HRSL (CC BY 4.0) and © OpenStreetMap contributors (ODbL).

Used by

Known source/product limitations
  • Corridor half-widths are declared sensitivity variants. They are not flood extents, inundation depths or confidence intervals.
  • The lake-to-reach link is the nearest HydroRIVERS reach within 2 km of the GLO centroid; the real outlet and breach location are UNKNOWN.
  • The path stops where HydroRIVERS coverage ends; downstream exposure beyond that point is UNKNOWN, not zero.
  • Population outside Nepal is UNKNOWN; the known subtotal excludes that area and the total is then null.
  • OSM inventories are incomplete. Zero mapped assets is not evidence of no infrastructure; categories overlap and must not be summed.
  • Counts are potential spatial intersection only. Vulnerability, damage, casualties, losses and probability are UNKNOWN.

Earthquake ground-motion model

Boore et al. (2014), Earthquake Spectra 30(3):1057-1085, global coefficients

Source link
Official/acquisition source
Access dates
2026-10-07T16:36:56Z
Licence
Published scientific coefficients; Atlas implementation MIT
Attribution
Boore, Stewart, Seyhan & Atkinson (2014); independent Atlas implementation verified against pygmm 0.8.0.

Used by

Known source/product limitations
  • NGA-West2 data are dominated by California, Taiwan, Japan, China and Turkey; Himalayan megathrust behaviour is not specifically calibrated.
  • Validity: M 3-8.5 (normal faulting M 3-7), R_JB 0-400 km, V_S30 150-1500 m/s. Outside this domain results are refused.
  • Uniform declared V_S30 replaces unknown site conditions; Kathmandu basin amplification is not represented (no basin term).
  • Point sources underestimate near-fault distance for large magnitudes; a declared line source is an approximation of finite rupture.
  • Median ±1 sigma is single-site aleatory variability, not a spatially correlated scenario or a confidence interval for damage.
  • Ground motion is not damage. Building damage, casualties and losses remain UNKNOWN (gated Feature 52).

Rainfall, snow, drought and heat context

NASA POWER v10.0.0 monthly UTC time series (MERRA-2), AWS Open Data Zarr store

Source link
Official/acquisition source
Access dates
2026-10-07T17:30:00Z
Licence
CC BY 4.0
Attribution
Data obtained from the NASA Langley Research Center (LaRC) POWER Project funded through the NASA Earth Science/Applied Science Program (POWER v10.0.0, MERRA-2). Licensed CC BY 4.0.

Used by

Known source/product limitations
  • MERRA-2 is a reanalysis: modelled fields constrained by observations, not station measurements. Each cell is about 55 x 60 km and cannot resolve valleys, slopes or individual settlements.
  • PRECTOTCORR is a monthly mean daily rate (mm/day). Monthly totals use the number of days in the month; daily extremes and cloudbursts are not represented.
  • SPI-3 compares a 3-month total with the 1991-2020 distribution for the same months in that cell. It is a relative dryness/wetness index, not a drought declaration, crop or water-supply impact, or forecast.
  • In the dry season (about November-April) 3-month totals are small, so modest absolute differences can give large SPI magnitudes; read SPI together with the millimetre totals.
  • T2M_MAX is the highest hourly 2 m temperature in the month. A positive anomaly is not a heatwave classification; heat-health impacts are UNKNOWN.
  • Snow depth and snow-cover fraction are model land-surface outputs and are known to be uncertain over high mountains and glaciers.
  • Cells partly outside Nepal are kept whole and labelled with their Nepal area share; values are not reallocated.
  • This is a periodically refreshed snapshot (latest month shown), not a monitoring service. Official climate information comes from DHM.

Terrain steepness

Copernicus DEM GLO-90 (2021 release), AWS COG distribution; tiles pinned in pipelines/terrain-sources.json

Source link
Official/acquisition source
Access dates
2026-09-07T08:50:55Z
Licence
Copernicus WorldDEM-90 free and open licence
Attribution
produced using Copernicus WorldDEM™-90 © DLR e.V. 2010-2014 and © Airbus Defence and Space GmbH 2014-2018 provided under COPERNICUS by the European Union and ESA; all rights reserved

Used by

Known source/product limitations
  • This is terrain context, not landslide susceptibility, probability or hazard. Many slope failures occur on moderate slopes and steep rock can be stable; no inventory-calibrated model is applied.
  • GLO-90 is a digital surface model including vegetation and buildings; about 90 m cells smooth ridges and gullies, so local slopes are underestimated.
  • Slope classes are declared reporting intervals, not hazard thresholds.
  • Districts are assigned by cell centre; boundary cells are not split.
  • Geology, soils, land cover, rainfall triggers, earthquakes and drainage are not included. Reported landslide records are a separate dataset excluded from the public build pending licence review.

Public evidence corpus

Himalayan Disaster Atlas project documents and public model-release metadata

Source link
UNKNOWN — no public source URL is declared in the release metadata
Access dates
2026-10-07T19:00:00Z
Licence
MIT (Atlas documentation); upstream data terms stay with each linked release
Attribution
Himalayan Disaster Atlas contributors.

Used by

Known source/product limitations
  • These are project-authored descriptions of Atlas methods, not independent scientific observations or official guidance.
  • Lexical retrieval matches English words; it can miss synonyms, Nepali morphology and paraphrases. No result does not mean safety or zero impact.
  • Retrieved passages are quoted, never summarised or extended by a model.

Live conditions page presentation policy

Himalayan Disaster Atlas derived product

Source link
Atlas methodology for this derived product
Access dates
UNKNOWN / not applicable
Licence
MIT
Attribution
Himalayan Disaster Atlas contributors. Upstream readings retain separate terms.

Used by

Known source/product limitations
  • Presentation metadata only; it contains no readings and grants no rights to source data.
  • Nepali copy is project-authored and requires native-speaker review before operational use.
  • No official warning, damage, loss, inundation or casualty output is produced.

Offline shell cache policy

Himalayan Disaster Atlas derived product

Source link
Atlas methodology for this derived product
Access dates
UNKNOWN / not applicable
Licence
MIT
Attribution
Himalayan Disaster Atlas contributors. Upstream readings retain separate terms.

Used by

Known source/product limitations
  • Cache policy metadata only; it contains no readings and grants no rights to source data.
  • Offline copies are last-known device copies, never current checks; expired copies are deleted.
  • No official warning, damage, loss, inundation or casualty output is produced.

Air quality provider review policy

Live open-feed publication policy

Himalayan Disaster Atlas derived product

Source link
Atlas methodology for this derived product
Access dates
UNKNOWN / not applicable
Licence
MIT
Attribution
Himalayan Disaster Atlas contributors. Upstream readings retain separate terms.

Used by

Known source/product limitations
  • Policy metadata only; source readings are separately versioned on live-data and require a pinned static deployment.
  • No official Nepal warnings or physical damage outputs. Empty source collections do not establish all-clear.

Climate

NASA POWER Monthly and Annual API — MERRA-2 meteorology

Source link
Official/acquisition source
Access dates
2026-09-08T06:53:30Z
Licence
NASA Earth Science data use policy — open NASA-led data, generally CC0 unless otherwise marked
Attribution
NASA POWER Project, NASA Langley Research Center; MERRA-2 meteorology. POWER API v2.9.8 accessed for this release.

Used by

Known source/product limitations
  • This is a national area-weighted summary of a coarse reanalysis-derived grid, not a station-observation series.
  • The native grid is 0.5 degree latitude by 0.625 degree longitude and cannot resolve individual valleys, settlements or mountain slopes.
  • PRECTOTCORR is retained as POWER's monthly mean daily precipitation rate in mm/day; it is not relabelled as a monthly accumulation.
  • The 1991-2020 normal describes the published baseline period only and is not a forecast or a statement about current conditions.
  • MERRA-2 assimilation, model physics, topographic representation and POWER processing limitations propagate into these values.

Infrastructure and hydropower

OpenStreetMap build-time extracts via Overpass API

Source link
Official/acquisition source
Access dates
2026-09-07T21:18:22Z
Licence
Open Data Commons Open Database License (ODbL) 1.0
Attribution
© OpenStreetMap contributors · ODbL

Used by

Known source/product limitations
  • OpenStreetMap completeness and tagging vary geographically; absence in this layer does not prove an asset is absent.
  • The acquisition bounding box includes neighboring territory, so every published record is filtered/clipped against pinned Nepal COD-AB v02.
  • This release deliberately limits roads to motorway/trunk/primary classes and links, and bridges to motorway through tertiary road classes.
  • School, health, emergency and bridge ways/relations are browser point representations using source-provided Overpass centres; source OSM geometry remains the analytical reference.
  • Major roads are topology-preserving display simplifications at 0.0002 degree tolerance and must not replace source geometry for precise analysis.
  • Buildings are not included because national OSM building completeness is too uneven for defensible exposure counting in this feature.
  • No heuristic geographic deduplication is applied. Only repeated occurrences of the same OSM element/class or road way ID are removed, preserving stable source identity for future exposure deduplication.

OpenStreetMap contributors; controlled Overpass extraction

Source link
Official/acquisition source
Access dates
2026-09-07T20:00:43Z
Licence
Open Data Commons Open Database License (ODbL) 1.0
Attribution
© OpenStreetMap contributors · ODbL

Used by

Known source/product limitations
  • OpenStreetMap completeness, tagging and update frequency vary; absence does not mean a facility does not exist.
  • Way/relation presentation uses the OSM-reported center rather than full plant geometry.
  • power=plant is a mapping tag, not independent confirmation that a facility is currently operational.
  • Capacity is parsed only from explicit plant:output:electricity values with numeric W/kW/MW units; values such as 'yes' remain UNKNOWN.
  • Nearby hazards are geographic context only and do not establish vulnerability or damage risk.

Hazards and reported events

USGS ANSS Comprehensive Earthquake Catalog (ComCat)

Source link
Official/acquisition source
Access dates
2026-09-07T19:46:29Z
Licence
U.S. Geological Survey public data / public-domain and CC0 guidance
Attribution
U.S. Geological Survey, ANSS Comprehensive Earthquake Catalog

Used by

Known source/product limitations
  • Points are epicenters; they are not shaking, damage or affected-area footprints.
  • Catalog completeness varies through time and by magnitude; the release intentionally uses a minimum magnitude of 2.5.
  • Depth is generally less constrained than horizontal location and may use network-dependent reference conventions.
  • The rectangular query includes neighboring-country earthquakes as regional context.

Atlas-derived analysis and models

Himalayan Disaster Atlas derived product

Source link
Atlas methodology for this derived product
Access dates
2026-09-07T00:00:00Z
Licence
Inherited from parent datasets; inspect parent records
Attribution
Parent-source attribution and licences remain applicable.

Used by

Known source/product limitations
  • Educational modelled scenario; not an official forecast.
  • No hydraulic depth, inundation footprint or water velocity is calculated.

Attribution and licence discipline

Dataset redistribution review and software notices identify permitted uses and unresolved publication rights.

The Atlas preserves the licence/attribution text supplied by each release rather than substituting one project-wide licence for upstream data. Where a derived product combines multiple parents, its catalog lineage remains the authoritative path to each parent licence.

Source links are not credentials. Private account secrets, OAuth tokens, API keys and local acquisition configuration are not published in this directory.