Ecuador transport data

Road network across the area tagged `highway=*`: motorways, residential streets, service roads, footways, and trails. Useful for routing, accessibility analysis, and evacuation planning. Coverage reflects where volunteer mappers have been active. Urban areas are usually well represented, remote areas may be sparse. Cross-check critical decisions with local field knowledge. - Source: OpenStreetMap, a free, collaborative world map - Tags: highway - Part of the country exports on HDX by HOT

Sea ports, harbours and ferry terminals. Useful for maritime logistics, supply-chain analysis, and coastal access planning. Coverage reflects where volunteer mappers have been active. Urban areas are usually well represented, remote areas may be sparse. Cross-check critical decisions with local field knowledge. - Source: OpenStreetMap, a free, collaborative world map - Tags: industrial=port, harbour, port, amenity=ferry_terminal, building=ferry_terminal - Part of the country exports on HDX by HOT

Airports and aviation infrastructure: airports, heliports, helipads, runways, terminals, and emergency landing sites tagged via `aeroway`, `building`, or `emergency`. Useful for logistics, evacuation routing, and aerial-response planning. Coverage reflects where volunteer mappers have been active. Urban areas are usually well represented, remote areas may be sparse. Cross-check critical decisions with local field knowledge. - Source: OpenStreetMap, a free, collaborative world map - Tags: aeroway, building, emergency - Part of the country exports on HDX by HOT

Railway lines and stations tagged `railway=*`: rail lines, tram tracks, and stations. Useful for transport accessibility analysis and basemap context. Coverage reflects where volunteer mappers have been active. Urban areas are usually well represented, remote areas may be sparse. Cross-check critical decisions with local field knowledge. - Source: OpenStreetMap, a free, collaborative world map - Tags: railway - Part of the country exports on HDX by HOT

Arrivals and Departures of Ecuadorians and foreigners, according to canton of location of the Migration Headquarters and transport route, period 1997-2019

Arrivals and Departures of Ecuadorians and foreigners, according to canton of location of the Migration Headquarters and transport route, period 2018-2020

Arrivals and net movements of Ecuadorians and foreigners, according to nationality: Quito Migration Office - 2018-2020

Departures and net movements of Ecuadorians and foreigners, according to nationality: Quito Migration Office - 2018-2020

Arrivals and Departures of Ecuadorians and foreigners, according to canton of location of the Migration Headquarters, period 1997-2019

Arrivals and Departures of Ecuadorians and foreigners, according to canton of location of the Migration Headquarters, period 2018-2020

Arrivals of Ecuadorians and foreigners, according to age nationwide

Arrivals of Ecuadorians and foreigners, according to age nationwide

Departures of Ecuadorians and foreigners, according to age nationwide

Departures of Ecuadorians and foreigners, according to age nationwide

Through the tripadvisor platform, information about establishments of tourist attractions until 2021 for the city of Santa Cruz was obtained.

Through the tripadvisor platform, information about hotels establishments until 2021 for the city of Santa Cruz was obtained.

Through the tripadvisor platform, information about restaurants establishments until 2021 for the city of Santa Cruz was obtained.

This dataset shows road access constraints in Ecuador after the earthquake that occurred on 17 April 2016

This dataset provides detailed information on road surfaces from OpenStreetMap (OSM), distinguishing between **paved** and **unpaved** roads across the region. Surface classification is derived using a hybrid deep learning approach. For methodological details, see: http://arxiv.org/abs/2410.19874 Recently, we also published a new country-level dataset based on PlanetScope satellite imagery with near-complete coverage of all arterial roads. It is available on HDX under the name Ecuador **Planet** Road Surface. The corresponding paper is available at: https://arxiv.org/abs/2512.04092 Road Surface Statistics Approximately 0.2421 million km of roads are mapped in OSM in this region. Based on AI-derived estimates: - Paved roads: 0.0415 million km (17.1237%) - Unpaved roads: 0.0592 million km (24.4697%) About 0.1414 million km (58.4066%) of road surface information is missing in OSM. To reduce this gap, the Mapillary-derived road surface dataset provides an additional 0.0013 million km (0.9017%) of the missing surface information. Intended Use This dataset supports transportation planning, infrastructure analysis, climate emissions assessment, and GIS applications. AI Features - **pred_class**: Model-predicted surface class ("paved" or "unpaved") - **pred_label**: Binary label (0 = paved, 1 = unpaved) - **osm_surface_class**: Surface classification derived from OSM tags - **combined_surface_osm_priority**: Combined classification prioritizing OSM - **combined_surface_DL_priority**: Combined classification prioritizing DL prediction - **n_of_predictions_used**: Number of predictions used for estimation - **predicted_length**: Predicted length based on DL estimation (meters) - **DL_mean_timestamp**: Mean timestamp of predictions used OSM Attributes - **name** - **name:en** - **name:* (local language)** - **highway** - **surface** - **smoothness** - **width** - **lanes** - **oneway** - **bridge** - **layer** - **source** Urban Classification Attributes - **continent** - **country_iso_a2** - **urban** (0 = rural, 1 = urban) - **urban_area** - **osm_id** - **osm_type** Data Sources The dataset originates from OpenStreetMap (OSM) and is augmented with deep learning predictions based on Mapillary street-level imagery, combined with the GHSU Global Human Settlement Urban Layer 2019 and AFRICAPOLIS 2020 urban layer. More HeiGIT datasets: https://data.humdata.org/organization/heidelberg-institute-for-geoinformation-technology More information: https://heigit.org/ Contact: communications@heigit.org