ArticleEnvironmental science and pollution research international2020
Looking back over the past two decades on the nexus between air pollution, energy consumption, and agricultural productivity in China: a qualitative analysis based on the ARDL bounds testing model.
Article in Environmental science and pollution research international, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
What it found
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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.
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Who cites it
8 citing papers in PubMed.
- Impact of climate change on Boro rice production in Bangladesh: Evidence from time series modeling.PloS one · 2025Article
- Environmental pollution and agricultural productivity in Pakistan: new insights from ARDL and wavelet coherence approaches.Environmental science and pollution research international · 2022Article
- Assessment of sustainability and uncertainties of oil markets: mediating determinants of energy use and COEnvironmental science and pollution research international · 2022Article
- Short and long-run causal effects of agriculture, forestry, and other land use on greenhouse gas emissions: evidence from China using VECM approach.Environmental science and pollution research international · 2021Article
- Towards long-term sustainable environment: does agriculture and renewable energy consumption matter?Environmental science and pollution research international · 2021Article
- Revisiting the relationship between carbon emission, renewable energy consumption, forestry, and agricultural financial development for China.Environmental science and pollution research international · 2021Article
- A visualization review analysis of the last two decades for environmental Kuznets curve "EKC" based on co-citation analysis theory and pathfinder network scaling algorithms.Environmental science and pollution research international · 2021Article
- Dynamic relationship among agriculture-energy-forestry and carbon dioxide (COEnvironmental science and pollution research international · 2020Article
Corrections and comments
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Authors and funding
5 authors.
Funding
Abstract
Increasing population and food demand has led to steadily declining resources as a result of over-exploitation and fossil fuel consumption that cause air contamination and reduce soil fertility. Therefore, this study aimed to investigate the correlation between air pollution, energy consumption, and the contribution of agriculture to national GDP. Secondary study data covering two decades were collected from different sources, and an autoregressive distributed lag (ARDL) bounds testing model was employed to determine long-run and short-run correlations. First, the unit root test was used to determine the stationarity of variables, and results showed that variables were integrated at level, ARDL co-integration equation estimation, which rejected the null hypothesis at less than 5% significance level. Further, based on the results of the ARDL bounds testing model, F-statistic values exceeded the upper bound value. This entire model was adjusted at a speed of -2.364 towards long-run equilibrium. In addition, CUSUM test and CUSUMSQ test results confirmed the goodness of fit of this model. In light of the resulting policy implications, the Chinese government may consider measures to improve the agricultural industry to meet the food demand for the fast-growing population while maintaining a healthy environment and safeguarding the available limited resources for future generations.
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Registered trials
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