Historical Ultraviolet Index (UVI) data for Singapore covering calendar year 2017, published by the National Environment Agency. Observations include timestamps in Singapore Time (SGT) with ISO 8601 formatting and hourly index values. Useful for studying UV radiation patterns, public-health sun exposure, and environmental monitoring in Singapore. Data may contain gaps and is not quality-controlled for official climate reporting.
Historical Ultraviolet Index readings for Singapore from March through December 2016, published by the National Environment Agency with hourly values and SGT timestamps. Useful for UV exposure analysis and public-health sun-safety research; may contain gaps and is not quality-controlled like official climate archives.
Historical 24-hour weather forecast records for Singapore in 2024, published by the National Environment Agency in CSV with wind, humidity, temperature, and text forecasts in Singapore Time (ISO 8601). Not quality-controlled climate data; official records via [email protected].
National Environment Agency CSV archive of 24-hour weather forecasts issued for Singapore throughout 2023, including wind, humidity, temperature, regional forecast text, and ISO 8601 timestamps in SGT. Researchers studying forecast products should note missing records and the disclaimer that this is not official climate-quality data.
National Environment Agency CSV archive of 24-hour weather forecasts issued for Singapore throughout 2022, with wind, humidity, temperature bands, regional forecast text, and validity periods in Singapore Time. Analysts studying forecast evolution or building weather apps can use the series, bearing in mind NEA’s disclaimer on missing records and non-climate-grade quality control.
NEA CSV archive of Singapore 24-hour weather forecasts for calendar year 2021, including multi-region forecast text and meteorological bands in SGT. Developers and researchers reuse historical forecast feeds with awareness of NEA’s data-quality disclaimer.
National Environment Agency historical 24-hour forecast dataset for Singapore covering 2020, delivered as CSV with regional forecast codes and validity windows. Useful for multi-year forecast archives alongside other NEA annual releases.
National Environment Agency archive of 24-hour weather forecasts for Singapore throughout 2019, including wind, humidity, temperature ranges, and forecast text with ISO 8601 SGT timestamps. Researchers studying forecast products should note missing records and non-operational QC; official climate records require NEA climatology services.
Archived 24-hour weather forecast records for Singapore throughout 2018, published by the National Environment Agency in CSV format. Each row includes forecast date, wind speed and direction bands, forecast text and codes, and update timestamps in Singapore Time. Useful for climate services research, retrospective verification of public forecasts, and environmental data science on NEA weather products.
Archived 24-hour weather forecast records for Singapore throughout 2017, published by the National Environment Agency in CSV format with date, timestamp, update time, wind speed and direction, forecast text, and forecast code fields. Researchers studying NEA forecast products, meteorological messaging, or historical weather service outputs can analyse SGT-timestamped rows for the 2017 calendar year.
Archived 24-hour weather forecast records for Singapore from 16 March through 31 December 2016, published by the National Environment Agency in CSV format with forecast timestamps, wind attributes, forecast text, and codes in Singapore Time. Complements other NEA historical forecast years for studying meteorological product evolution and forecast messaging archives.
Archived four-day outlook weather forecasts for Singapore throughout 2024, published by the National Environment Agency in CSV with forecast timestamps, text, codes, and meteorological attributes in Singapore Time. Disclaimer notes missing records and that official climate archives require separate NEA requests. Useful for forecast verification and environmental data science.
Archived four-day outlook weather forecasts for Singapore throughout 2023, published by the National Environment Agency in CSV with forecast metadata in Singapore Time. Disclaimer notes gaps and separate processes for official climate archives via [email protected]. Useful for comparing forecast products year-on-year and environmental informatics.
National Environment Agency archive of four-day outlook weather forecasts for Singapore throughout 2022 in CSV, with forecast and update timestamps and meteorological attributes in Singapore Time. Analysts can study NEA forecast messaging and historical outlook patterns.
National Environment Agency archive of four-day outlook weather forecasts issued for Singapore throughout 2021. Each record links forecast and update timestamps with summary text, codes, and meteorological attributes in CSV. Analysts studying forecast evolution, NEA messaging, or model performance can compare daily outlooks in Singapore Time.
National Environment Agency 2020 archive of four-day weather outlook forecasts for Singapore with timestamps, summary text, and meteorological fields in CSV. Researchers can examine how short-range public forecasts were issued during 2020, including pandemic-era demand for reliable weather information.
National Environment Agency 2019 archive of four-day outlook weather forecasts for Singapore in CSV with forecast timestamps, text summaries, and meteorological attributes. Useful for climatology students and analysts benchmarking NEA short-range forecast products before later archive years.
National Environment Agency archive of four-day outlook weather forecasts issued for Singapore throughout 2018, with timestamps in SGT, wind, humidity, temperature bands, and summary text in CSV. Useful for forecast verification research; NEA notes missing records and that official climate data requires separate contact at [email protected].
NEA historical CSV of four-day weather outlook forecasts for Singapore in calendar year 2017, including ISO 8601 SGT timestamps, wind, humidity, temperature ranges, and narrative forecast fields. Intended for meteorological archive use with disclaimer on data gaps versus official climate records.
NEA archive CSV of four-day outlook forecasts for Singapore from March through December 2016 with SGT timestamps and meteorological attributes. Useful for forecast product research subject to NEA disclaimer on completeness versus official climate records.