Papua New Guinea: Health Facilities
About this dataset
Written by OrionAI from the dataset's title, columns and sample rows, because the publisher did not describe it.
Documentation
Related datasets
This dataset shows the list of operating health facilities. Attributes included: Name,Nature of Facility, Activities, Lat, Long
Health facilities: hospitals, clinics, pharmacies, doctors, and dentists tagged via `amenity` or `healthcare`. Useful for service-access analysis, emergency response, and healthcare gap mapping. 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: amenity, healthcare - Part of the country exports on HDX by HOT
This feature layer, utilizing National Geospatial Data Asset (NGDA) data from the U.S. Geological Survey, displays hospitals, medical centers, ambulance services, fire stations and EMS stations in the U.S. Per the USGS, “Structures data are designed to be used in general mapping and in the analysis of structure related activities using geographic information system technology. The National Map structures data is commonly combined with other data themes, such as boundaries, elevation, hydrography, and transportation, to produce general reference base maps. The types of structures collected are largely determined by the needs of disaster planning and emergency response, and homeland security organizations.” Data Source Location: Medical Emergency Response Structures - Overview
Dates of Images: May 18- 25, 2026 Summary This product provides the PM2.5 impacts at the surface from the Sandy Fire by calculating the total number of daytime hours when surface fine particulate matter (PM2.5) exceeded the 35 µg/m³ health threshold for sensitive groups (USG). Surface concentrations of PM2.5 Level 4 (L4) files were generated from Tropospheric Emissions: Monitoring of Pollution (TEMPO) Satellite and Advanced Baseline Imager (ABI) aerosol retrievals. The aerosol optical depth (AOD) and PM2.5 products were created at NOAA/NESDIS. The data covers the daytime observation windows during the active fire period from May 18 to May 25, 2026. Because TEMPO relies on sunlight, these observations represent approximately 10 to 12 hours of sun-lit coverage per calendar day rather than a full 24-hour cycle. For emergency managers, this highlights total cumulative exposure durations, allowing officials to efficiently target health impacts in heavily affected communities. Caveats and Limitations Since the TEMPO instrument only makes observations during daylight hours, communities likely experienced significant additional nighttime smoke exposure that is not captured in these products. Furthermore, dense cloud cover can block satellite measurements, and these values may underestimate the true duration of smoke exposure in persistently cloudy areas. TEMPO data also exhibits more noise at the edges of clouds. Suggested Use While hours when surface PM2.5 was greater than 35 µg/m³ represents the health standard referred to as "Unhealthy for Sensitive Groups," this daytime-only product is developed only for rapid disaster response and should not be used for official EPA regulatory compliance, which requires a full 24-hour average. Red colors in the image represent more hours when the surface pM2.5 concentrations were higher than 35 µg/m³. Satellite/Sensor/Resolution The surface PM2.5 product is estimated using data from two primary instruments: the TEMPO spectrometer aboard the Intelsat-40e commercial satellite and the Advanced Baseline Imager (ABI) on the GOES-R Series satellites (GOES-East and GOES-West). The final product is derived using a geographically weighted regression (GWR) algorithm that combines satellite aerosol optical depth (AOD) and aerosol layer height (ALH) with hourly data from AIRNOW surface monitors. While the raw TEMPO data has a native resolution of 2.0 km by 4.75 km, it is re-scaled to match the ABI's fixed grid, resulting in a final product with a spatial resolution of 2 km. Credits AOD and PM2.5 were provided by NOAA/NESDIS. Data analysis and cumulative exposure maps were created by Dr. Aishwarya Raman (BAERI/NASA ARC). Point of contact for TEMPO PM2.5 data - Amy Huff (Science and Technology Corporation (STC) at NOAA) and Shobha Kondragunta (NOAA). Esri REST Endpoint: See URL to the right. Data Download For data, please contact Amy Huff (Science and Technology Corporation (STC) at NOAA) and Shobha Kondragunta (NOAA).
This dataset provides annual fatal and nonfatal overdose counts for Tempe. Each record represents one calendar year and includes the number of fatal overdoses and nonfatal overdoses reported for that year. Key fields include year, fatal overdose count, and nonfatal overdose count. This data is sourced from the Maricopa County Department of Public Health, Division of Epidemiology. This information is a component of ongoing efforts to monitor overdose trends, inform prevention and response strategies, guide resource planning, and support improved public health in the City of Tempe. This page provides details about the Ending Opioids Overdoses performance measure. The performance measure dashboard is available at 1.31 Ending Opioid Overdoses Data Dictionary Additional Information Source: Tempe Overdose Report, Maricopa County Department of Public Health Division of Epidemiology Contact: Mary Mezey Contact E-Mail: Mary_Mezey@tempe.gov Contact Phone: 480-350-5428 Data Source Type: Excel Preparation Method: Data is provided in a report Publish Frequency: Annual Publish Method: Manual
A list of the violations recorded against permitted restaurants that failed inspection. Data Dictionary: EstablishmentID - Permit Number InspectionDate - date of inspection InspectionID - system inspection id EstTypeDesc - desciption of facility type premise_name - facility name premise_adr1_num - facility street number premise_adr1_street - facility street premise_city - facility city premise_state - facility state premise_zip - facility zip code InspectionType - description of inspection type score - inspection score InspTypeSpecificViolID - Violation ID for specific type of facility ViolationDesc - text description of violation critical_yn - Is the violation critical? Insp_Viol_Comments - violation comments rpt_area_id - Establishment Type Code Health and Wellness Protects and promotes the health, environment and well being of the people of Louisville, providing health-related programs and health office locations community wide. Contact: Gerald Kaforski gerald.kaforski@louisvilleky.gov
Indexed by OrionGIS from Humanitarian Data Exchange (HDX). Data is loaded from the publisher's own server when you use it. Permanent link