Health Facilities of Laos

✦ DISCOVERED BY ORIONAIHumanitarian OpenStreetMap Team (HOT)HealthLao People S Democratic Republic
Map preview of Health Facilities of LaosLao People S Democratic Republic

About this dataset

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

Documentation

Open Source Geographic information OpenStreetMap data is crowd sourced and cannot be considered to be exhaustive

Related datasets

Medical Emergency Response Structures

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

Health · DPHHSAdmin_mtdphhs
TEMPO surface PM2.5 concentrations (Hours exceeding 35ug/m3) showing the impact of Sandy Fire (May 18-25) for the California Wildfires May 2026

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).

Health · patrick_rea
1.31 Ending Opioid Overdoses

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

Health · TempeData
Louisville Metro KY - Inspection Violations of Failed Restaurants

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

Health · LouisvilleMetro
Louisville Metro KY - Pool Inspections

Routine reinspection of over 537 public pools and treated water aquatic facilities in the US State of Kentucky, totalling over 2,000 inspections per year. Inspections include spas (hot tubs), pools, wave pools, splash pads, theme park pools, and special purpose pools (such as dive pools) etc. Purpose of inspections is included in this data set. For more information on Louisville Metro’s aquatic inspection program and policies, see: https://louisvilleky.gov/government/health-wellness/swimming-pools Data will be updated weekly. Each week the data will be posted as a rolling five year table. That is the new data will be a set that includes inspections from the day of posting minus five years. Data Dictionary:Field Name-Definition InspectionID-Unique Identifier for the inspection Facility ID-Unique Identifier for the Facility Facility Name-Name of the Facility Facility Address-Location of the Facility Facility Address 2-Location of the Facility Facility City-Location of the Facility Facility State-Location of the Facility Facility Postal Code-Location of the Facility Facility County-Location of the Facility Venue Type- * POOL-Any natural or artificial body or basin of water which is modified, improved, constructed or installed for the purpose of public swimming or bathing under the control or any person and includes but is not limited to the following: beaches, swimming pools, wave pools, competition swimming pools, diving pools, water slides and spray pools. * HOT TUB/SPA-A special facility designed for recreational and therapeutic use, and which is not drained, cleaned, or refilled after each individual use. It may include, but not limited to, units designed for hydrojet circulation, hot water, cold water, mineral bath, air induction bubbles, or any combination thereof. Common terminology for a spa includes but not limited to, therapeutic pool, hydrotherapy pool, whirlpool, hot spa * WADING POOL-A pool intended only for small children. The maximum depth is less than twenty-four (24) inches. * OTHER-Any other swimming facility not specifically defined Inspection Date-Date the inspection was performed Inspection Score-"value between 0-100%, 86% without critical issue is a passing facility. A facility facility may have a score of 0 if the purpose of the inspection was ""Other""" Inspection Purpose- * ROUTINE: Used to record routine inspection on an establishment and other facilities. * FOLLOW-UP: Used to record all follow-up inspections as a result of a previous inspection. * COMPLAINT: Used to record the investigation of a complaint received by the agency for regulated establishments, nuisances and the initial investigation for an animal bite. * OTHER: The inspections are not given a numerical score. This inspection type used to record monitoring inspections for swimming pools. " Inspection Passed-TRUE: Inspection Score >= 86% without any critical violations. No Imminent Health Hazards-TRUE: no conditions are present that required of immediate closure of facility. Disinfectant-Type of disinfectant used at the facility, either BROMINE or CHLORINE Free Chlorine-measured in parts per million (PPM), the amount of free Chlorine in the body of water. Free Bromine-measured in parts per million (PPM), the amount of free Bromine in the body of water. pH-The amount of acidity measured in the body of water. Enclosure-TRUE: Facility Enclosure: adequate, self closing gate, good repair or locked if no lifeguard on duty. Main Drain Visible-TRUE: Turbidity: the water is clear enough to see the main drain at the bottom of the body of water. Safety Equipment"-TRUE: First Aid, Safety Equipment, Spa Timer Switch, Telephone: readily accessible, adequate, maintained, good repair POOLS and/or SPAS could include elevated lifeguard chair, ring buoy, life pole/shepherds crook, backboard with straps, first aid kit. " Disinfectant Level-TRUE: CHLORINE disinfectant levels maintained between 1.0 and 2.5ppm for pools or slides, 2.0 and 3.0ppm for spas. BROMINE disinfectant levels maintained between 1.0 and 2.5ppm for pools or slides, 3.0ppm for spas. Anything outside this range is considered a violation. When only a shallow end reading is taken or shallow and deep end reading the shallow end value is used. If only a deep end reading is taken that value is used. pH Balance-TRUE: pH value tested between 7.2 and 7.8, anything outside this range is considered a violation. Inspection Notes-Description of violations noted at the facility. 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 LMPHWDataTeam@Louisvilleky.gov

Health · LouisvilleMetro
Tempe Youth Fentanyl Awareness and Use - Arizona Youth Survey (Dataset)

The Arizona Youth Survey (AYS) is administered every two years to a statewide sample of 8th, 10th, and 12th grade youth under the direction of the Arizona Criminal Justice Commission Statistical Analysis Center. The survey includes questions assessing youth substance use, including fentanyl. This dataset contains selected fentanyl-related survey results for Tempe youth. Each record represents a survey question or response category for a specific grade level and survey year. Key fields include survey question, grade, year, percentage value, and grade. Unless otherwise noted in the Question field, percentage values represent respondents providing an affirmative response to the listed question or statement. Alternative response categories are identified in parentheses, such as (No). This data is sourced from the Arizona Youth Survey and has been prepared by the City of Tempe for use in the Tempe Youth Fentanyl Awareness and Use dashboard and for public data access. Data Scope The dataset includes selected fentanyl-related Arizona Youth Survey results for Tempe youth in 8th, 10th, and 12th grades for available survey years. Data are provided as aggregated percentages by survey question, grade level, and year and do not represent individual survey respondents. Data Use This dataset may be used to explore fentanyl awareness and reported use among surveyed Tempe youth and to compare results across grade levels and available survey years. It supports the Tempe Youth Fentanyl Awareness and Use dashboard. Data Limitations Results represent youth participating in the Arizona Youth Survey and should be interpreted within the methodology and limitations of the survey. Availability of questions and results may vary by survey year and grade level. A value of -8888 indicates that no data were provided for the question, grade, and year combination. This may indicate that the survey question was not asked or that a result was otherwise unavailable. -8888 should not be interpreted as 0%. For additional information about the Arizona Youth Survey and its methodology, see the Arizona Youth Survey. Data Dictionary Additional Information Contact Name: Mary Mezey Contact Email: Mary_Mezey@tempe.gov Data Source: Arizona Youth Survey (AYS), Arizona Criminal Justice Commission Statistical Analysis Center Data Source Type: Excel workbook Preparation Method: A subset of Arizona Youth Survey results specific to Tempe was provided to the City of Tempe in Excel format. The source data were transformed into a machine-readable tabular format in Power BI. Each record represents a survey question or response category by grade level and survey year. Missing or unavailable values are represented by -8888. Publish Method: Manual Publish Frequency: Biennial, based on availability of Arizona Youth Survey data.

Health · TempeData

Indexed by OrionGIS from Humanitarian Data Exchange (HDX). Data is loaded from the publisher's own server when you use it. Permanent link