Agronomic Improvements, Not Climate, Underpin Recent Rice Yield Gains in Changing Environments
Food security depends not only on the extent of climate change but also on the compensatory potentials of agronomic improvements. However, the separate contribution of these agronomic factors to rice yield remains largely unknown. Here we distinguished the impacts and relative contributions on rice...
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| Format: | Article |
| Language: | English |
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MDPI AG
2022-08-01
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| Series: | Agronomy |
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| Online Access: | https://www.mdpi.com/2073-4395/12/9/2071 |
| _version_ | 1827664387891003392 |
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| author | Jie Zhang Yujie Liu |
| author_facet | Jie Zhang Yujie Liu |
| author_sort | Jie Zhang |
| collection | DOAJ |
| description | Food security depends not only on the extent of climate change but also on the compensatory potentials of agronomic improvements. However, the separate contribution of these agronomic factors to rice yield remains largely unknown. Here we distinguished the impacts and relative contributions on rice yield based on statistical models and machine learning by using an observation database collected from 52 agro-meteorological stations in China from 1981 to 2018. Agronomic improvements are responsible for more than 40% of the observed rice yield change, ranging from 42.9% to 96.5% in different cropping types, and the effect increased with the latitude. Among the management considered, sowing date adjustment contributes most to late and early rice yield. Response of rice yield to nighttime temperature was stronger than that to daytime temperature, and wind speed is the main climatic contributing factor to early rice yield. The effects of wind speed on rice yield should be considered for the adaptation measures. This observation-based evidence may help guide agricultural priorities in mitigating the impact of climate change on rice yield. |
| first_indexed | 2024-03-10T00:59:22Z |
| format | Article |
| id | doaj.art-1fb19d0c966e4ef9a3e90bd25d2e1f88 |
| institution | Directory Open Access Journal |
| issn | 2073-4395 |
| language | English |
| last_indexed | 2024-03-10T00:59:22Z |
| publishDate | 2022-08-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Agronomy |
| spelling | doaj.art-1fb19d0c966e4ef9a3e90bd25d2e1f882023-11-23T14:36:53ZengMDPI AGAgronomy2073-43952022-08-01129207110.3390/agronomy12092071Agronomic Improvements, Not Climate, Underpin Recent Rice Yield Gains in Changing EnvironmentsJie Zhang0Yujie Liu1Key Laboratory of Land Surface Pattern and Simulation, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing 100101, ChinaKey Laboratory of Land Surface Pattern and Simulation, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing 100101, ChinaFood security depends not only on the extent of climate change but also on the compensatory potentials of agronomic improvements. However, the separate contribution of these agronomic factors to rice yield remains largely unknown. Here we distinguished the impacts and relative contributions on rice yield based on statistical models and machine learning by using an observation database collected from 52 agro-meteorological stations in China from 1981 to 2018. Agronomic improvements are responsible for more than 40% of the observed rice yield change, ranging from 42.9% to 96.5% in different cropping types, and the effect increased with the latitude. Among the management considered, sowing date adjustment contributes most to late and early rice yield. Response of rice yield to nighttime temperature was stronger than that to daytime temperature, and wind speed is the main climatic contributing factor to early rice yield. The effects of wind speed on rice yield should be considered for the adaptation measures. This observation-based evidence may help guide agricultural priorities in mitigating the impact of climate change on rice yield.https://www.mdpi.com/2073-4395/12/9/2071agronomic improvementsclimate changerice yieldrelative contribution |
| spellingShingle | Jie Zhang Yujie Liu Agronomic Improvements, Not Climate, Underpin Recent Rice Yield Gains in Changing Environments Agronomy agronomic improvements climate change rice yield relative contribution |
| title | Agronomic Improvements, Not Climate, Underpin Recent Rice Yield Gains in Changing Environments |
| title_full | Agronomic Improvements, Not Climate, Underpin Recent Rice Yield Gains in Changing Environments |
| title_fullStr | Agronomic Improvements, Not Climate, Underpin Recent Rice Yield Gains in Changing Environments |
| title_full_unstemmed | Agronomic Improvements, Not Climate, Underpin Recent Rice Yield Gains in Changing Environments |
| title_short | Agronomic Improvements, Not Climate, Underpin Recent Rice Yield Gains in Changing Environments |
| title_sort | agronomic improvements not climate underpin recent rice yield gains in changing environments |
| topic | agronomic improvements climate change rice yield relative contribution |
| url | https://www.mdpi.com/2073-4395/12/9/2071 |
| work_keys_str_mv | AT jiezhang agronomicimprovementsnotclimateunderpinrecentriceyieldgainsinchangingenvironments AT yujieliu agronomicimprovementsnotclimateunderpinrecentriceyieldgainsinchangingenvironments |