Modelling the impacts of climate change and air pollutants on the agricultural production yields in Malaysia using Random-Effects Error Components Regression model
The occurrence of climate change is attributable to anthropogenic emissions of greenhouse gases (GHG) which have affected the C3 plants’ agricultural production yields in past decades. Therefore, this article aims to model the linear association among these C3 plants’ agricul...
| Main Authors: | , , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Penerbit UMP
2022
|
| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/35987/1/Modeling%20the%20impacts%20of%20climate%20change%20and%20air%20pollutants.pdf |
| _version_ | 1796995441398644736 |
|---|---|
| author | Chuan, Zun Liang Fam, S. F. Lee, Q. H. Kok, J. S. Azam, M. N. B. M. |
| author_facet | Chuan, Zun Liang Fam, S. F. Lee, Q. H. Kok, J. S. Azam, M. N. B. M. |
| author_sort | Chuan, Zun Liang |
| collection | UMP |
| description | The occurrence of climate change is attributable to anthropogenic emissions of greenhouse gases (GHG) which have affected the C3 plants’ agricultural production yields in past decades. Therefore, this article aims to model the linear association among these C3 plants’ agricultural production yields with several climatic and non-climatic explanatory variables using one-way random-effects error components regression model. To be congruent with the main objective of this study, the balanced longitudinal dataset period 1980 to 2018 under big data was acquired. The analysis results revealed that merely maximum temperature ( |
| first_indexed | 2024-03-06T13:02:24Z |
| format | Article |
| id | UMPir35987 |
| institution | Universiti Malaysia Pahang |
| language | English |
| last_indexed | 2024-03-06T13:02:24Z |
| publishDate | 2022 |
| publisher | Penerbit UMP |
| record_format | dspace |
| spelling | UMPir359872022-12-22T03:37:36Z http://umpir.ump.edu.my/id/eprint/35987/ Modelling the impacts of climate change and air pollutants on the agricultural production yields in Malaysia using Random-Effects Error Components Regression model Chuan, Zun Liang Fam, S. F. Lee, Q. H. Kok, J. S. Azam, M. N. B. M. HA Statistics QA Mathematics S Agriculture (General) The occurrence of climate change is attributable to anthropogenic emissions of greenhouse gases (GHG) which have affected the C3 plants’ agricultural production yields in past decades. Therefore, this article aims to model the linear association among these C3 plants’ agricultural production yields with several climatic and non-climatic explanatory variables using one-way random-effects error components regression model. To be congruent with the main objective of this study, the balanced longitudinal dataset period 1980 to 2018 under big data was acquired. The analysis results revealed that merely maximum temperature ( Penerbit UMP 2022-09 Article PeerReviewed pdf en cc_by_4 http://umpir.ump.edu.my/id/eprint/35987/1/Modeling%20the%20impacts%20of%20climate%20change%20and%20air%20pollutants.pdf Chuan, Zun Liang and Fam, S. F. and Lee, Q. H. and Kok, J. S. and Azam, M. N. B. M. (2022) Modelling the impacts of climate change and air pollutants on the agricultural production yields in Malaysia using Random-Effects Error Components Regression model. Data Analytics and Applied Mathematics (DAAM), 3 (2). pp. 1-12. ISSN 2773-4854. (Published) https://doi.org/10.15282/daam.v3i2.7755 https://doi.org/10.15282/daam.v3i2.7755 |
| spellingShingle | HA Statistics QA Mathematics S Agriculture (General) Chuan, Zun Liang Fam, S. F. Lee, Q. H. Kok, J. S. Azam, M. N. B. M. Modelling the impacts of climate change and air pollutants on the agricultural production yields in Malaysia using Random-Effects Error Components Regression model |
| title | Modelling the impacts of climate change and air pollutants on the agricultural production yields in Malaysia using Random-Effects Error Components Regression model |
| title_full | Modelling the impacts of climate change and air pollutants on the agricultural production yields in Malaysia using Random-Effects Error Components Regression model |
| title_fullStr | Modelling the impacts of climate change and air pollutants on the agricultural production yields in Malaysia using Random-Effects Error Components Regression model |
| title_full_unstemmed | Modelling the impacts of climate change and air pollutants on the agricultural production yields in Malaysia using Random-Effects Error Components Regression model |
| title_short | Modelling the impacts of climate change and air pollutants on the agricultural production yields in Malaysia using Random-Effects Error Components Regression model |
| title_sort | modelling the impacts of climate change and air pollutants on the agricultural production yields in malaysia using random effects error components regression model |
| topic | HA Statistics QA Mathematics S Agriculture (General) |
| url | http://umpir.ump.edu.my/id/eprint/35987/1/Modeling%20the%20impacts%20of%20climate%20change%20and%20air%20pollutants.pdf |
| work_keys_str_mv | AT chuanzunliang modellingtheimpactsofclimatechangeandairpollutantsontheagriculturalproductionyieldsinmalaysiausingrandomeffectserrorcomponentsregressionmodel AT famsf modellingtheimpactsofclimatechangeandairpollutantsontheagriculturalproductionyieldsinmalaysiausingrandomeffectserrorcomponentsregressionmodel AT leeqh modellingtheimpactsofclimatechangeandairpollutantsontheagriculturalproductionyieldsinmalaysiausingrandomeffectserrorcomponentsregressionmodel AT kokjs modellingtheimpactsofclimatechangeandairpollutantsontheagriculturalproductionyieldsinmalaysiausingrandomeffectserrorcomponentsregressionmodel AT azammnbm modellingtheimpactsofclimatechangeandairpollutantsontheagriculturalproductionyieldsinmalaysiausingrandomeffectserrorcomponentsregressionmodel |