ArticleScientific data2024
A Prolonged Artificial Nighttime-light Dataset of China (1984-2020).
Article in Scientific data, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 26 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
26 citing papers in PubMed.
- Spatial distribution and environmental attributes dataset of China's large-scale data centers in 2024.Scientific data · 2026Article
- Unveiling the influence pathways of the evolution of human-nature relationships in the Yangtze river delta urban agglomeration.iScience · 2026Article
- Article
- An Extended VIIRS-like Artificial Nighttime Light Data Reconstruction (1986-2024).Scientific data · 2026Article
- Circadian disruption associated with nighttime light exposure contributes to airway epithelial remodeling viaFrontiers in pediatrics · 2026Article
- Study on the spatiotemporal variations of vegetation phenology in China based on solar-induced chlorophyll fluorescence.Frontiers in plant science · 2026Article
- Climate Change vs. Human Activities: Conflicting Future Impacts on a High-Altitude Endangered Snake (Biology · 2025Article
- Association between hydrometeorological conditions and hemorrhagic fever with renal syndrome in Shandong Province, China, from 2005 to 2019.PLoS neglected tropical diseases · 2025Article
- Spatiotemporal evolution, driving factors, and policy impacts on ecological quality in the li river basin from 1995 to 2021.Scientific reports · 2025Article
- The association between pulmonary tuberculosis recurrence and exposure to fine particulate matter and residential greenness: A population-based retrospective study.One health (Amsterdam, Netherlands) · 2025Article
- Spatiotemporal evolution and influencing factors of carbon stock in the water receiving areas from the perspective of carbon neutrality.Scientific reports · 2025Article
- A high resolution gridded dataset for takeaway packaging waste in China.Scientific data · 2025Article
- Evaluation of Ecosystem Service Capacity Using the Integrated Ecosystem Services Index at Optimal Scale in Central Yunnan, China.Ecology and evolution · 2025Article
- Prolonged water body types dataset of urban agglomeration in central China from 1990 to 2021.Scientific data · 2025Article
- A global annual simulated VIIRS nighttime light dataset from 1992 to 2023.Scientific data · 2024Article
- Article
- Association of Fine Particulate Matter and Residential Greenness With Risk of Pulmonary Tuberculosis Retreatment: Population-Based Retrospective Study.JMIR public health and surveillance · 2024Article
- The effect of residential greenness on cardiovascular mortality from a large cohort in South China: An in-depth analysis of effect modification by multiple demographic and lifestyle characteristics.Environment international · 2024Article
- The non-stationary and spatially varying associations between hand, foot and mouth disease and multiple environmental factors: A Bayesian spatiotemporal mapping model study.Infectious Disease Modelling · 2024Article
- Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
Abstract
Nighttime light remote sensing has been an increasingly important proxy for human activities. Despite an urgent need for long-term products and pilot explorations in synthesizing them, the publicly available long-term products are limited. A Night-Time Light convolutional LSTM network is proposed and applied the network to produce a 1-km annual Prolonged Artificial Nighttime-light DAtaset of China (PANDA-China) from 1984 to 2020. Assessments between modeled and original images show that on average the RMSE reaches 0.73, the coefficient of determination (R
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.